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Goldman Sachs

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FY2021 Annual Report · Goldman Sachs
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The Goldman Sachs Group, Inc.

Annual Report

2021

(from left to right)

Denis Coleman 
Chief Financial Officer

David Solomon 
Chairman and  
Chief Executive Officer

John Waldron 
President and Chief  
Operating Officer

Fellow Shareholders:

There’s no question 2021 was an extraordinary year. It was challenging for 
everyone — our clients, our people, our communities. But even in an incredibly 
dynamic market environment, our people came together, we stayed true to our 
strategy, we put our clients first and though we still have a lot of work to do,  
I’m proud of the fact that we delivered exceptional results to our shareholders.

Net revenues were $59.34 billion, net earnings were $21.64 billion and diluted earnings per common share was  
$59.45 — all records. Return on average common shareholders’ equity (ROE) was 23.0 percent, the highest since 2007, 
and return on average tangible common shareholders’ equity (ROTE)1 was 24.3 percent. 

It’s true the surge in capital markets activity was a big tailwind. The economy continued to recover from the short but 
severe recession that marked the pandemic’s early days, and the robust growth that followed put enormous pressure 
on supply chains, leading to levels of inflation not seen in decades. By year end, rate hikes were widely expected and 
markets entered a new period of uncertainty.

We don’t expect 2022 to look like 2021, especially as monetary policy tightens and fiscal policy becomes less 
supportive. But our confidence is as strong as it’s ever been that our strategy is working and that we can help our 
clients navigate whatever the future holds.

As we move into 2022, I want to thank the people of Goldman Sachs. Their hard work, dedication, creativity and 
resilience continue to drive our success. Everywhere I go, when I meet with clients, they talk about the caliber and 
commitment of our people. As many of our teams have returned to our offices around the world, we have had a chance 
to reconnect and rediscover what makes Goldman Sachs such an extraordinary firm — in particular our exceptional 
talent and our collaborative culture. 

Goldman Sachs 2021 Annual Report 

1 

 
Progress is by no means a straight line, and we are staying 
nimble as we continue to bring our people together as 
much as possible. But we believe it’s important that the 
next generation of Goldman Sachs colleagues — many  
of whom are early in their careers — experience our 
apprenticeship culture firsthand as we work together  
to serve our clients. 

 “Unlocking the power of our 
franchise for our clients is not 
only driving growth in our core 
businesses, but also allowing 
new initiatives to scale…”

Building on the enormous progress we have made, I look 
forward to all that we will accomplish together in the  
year ahead. It is a great privilege to lead this remarkable 
organization, and I couldn’t be more grateful to our 
leadership team: our president and chief operating officer, 
John Waldron; our former chief financial officer (CFO), 
Stephen Scherr; our new CFO, Denis Coleman; and our 
entire Management Committee.

Unlocking the power of our franchise for our clients is  
not only driving growth in our core businesses, but also 
allowing new initiatives to scale and in the years ahead, 
we will continue to drive returns for our shareholders. 

Financial Performance

In 2021, all four of our business segments saw revenue 
growth year over year. Investment Banking generated 
record net revenues of $14.88 billion and ranked #1 in 
worldwide announced and completed M&A, equity and 
equity-related offerings, common stock offerings and IPOs.2 
Global Markets net revenues of $22.08 billion were the 
highest in 12 years. Asset Management generated record 
net revenues of $14.92 billion; with $2.5 trillion in firmwide 
assets under supervision (AUS), we are one of the largest 

Our Strategy to Produce Higher,  
More Consistent Returns

1. Grow and Strengthen Existing Businesses

2. Diversify Our Products and Services

3. Operate More Efficiently

2 

Goldman Sachs 2021 Annual Report

David Solomon

active asset managers in the world. And Consumer & 
Wealth Management generated record net revenues of 
$7.47 billion, with over $1 trillion in total client assets.3

We believe book-value growth underpins the long-term 
value of any large, diversified financial institution and, in 
last year’s somewhat unique operating environment, we 
were able to grow our book value per common share by  
20.4 percent to $284.39. And though some of our businesses 
are more cyclical than others, we believe we can deliver 
returns for our shareholders in almost any environment.

Our Strategy

In January 2020, we laid out our three-part strategic plan: 
We were going to 1) grow and strengthen our existing 
businesses; 2) diversify our products and services; and  
3) operate our firm more efficiently, all in an effort to 
produce higher, more consistent returns. And though the 
market environment since then has looked nothing like 
what we expected, we’ve done very well: Today, we’re 
tracking more than 30 key performance indicators and  
we believe we will meet or exceed 95 percent of them.

Key to our success has been a renewed focus on clients. 
Through our One Goldman Sachs initiative, we are 
unlocking the power of our franchise by providing more 
comprehensive and integrated service while also using  
our network of clients to support our growth. For instance, 
over 90 percent of the clients on our Transaction banking 
platform already had relationships with the firm. Our 
progress confirms one of our core beliefs: that if you  
really take care of your clients, if you invest in those 
relationships and if you build trust over a long period  
of time, good things will happen. 

Letter to ShareholdersConfident in our strategy, we recently unveiled an updated 
set of financial targets. In the medium term,4 we believe 
we can achieve an ROE of 14–16 percent and an ROTE  
of 15–17 percent. We also reaffirmed our target efficiency 
ratio of approximately 60 percent. In addition, we 
announced that our target is to maintain our Common 
Equity Tier 1 capital ratio equal to the regulatory 
requirements plus a buffer of 50 to 100 basis points.

In addition to our firmwide targets, we unveiled an 
updated set of business-level targets tied to our growth 
strategy. Our new targets are $350 billion in organic, 
traditional, long-term fee-based AUS net inflows over  
the period from 2020 to 2024;5 $225 billion in gross 
alternatives fundraising over that same period; more  
than $10 billion in firmwide management and other fees 
in 2024, including more than $2 billion from alternative  
AUS; approximately $750 million in net revenues in 
Transaction banking in 2024; and over $4 billion in net 
revenues in Consumer banking in 2024.

Segment Performance

Our four segments create a very powerful ecosystem,  
and in 2021 they continued to grow. 

Investment Banking
We’ve been #1 in global completed M&A for 22 of the  
past 23 years and, in 2021, we were once again the advisor 
of choice. Net revenues were 58 percent higher than in 
2020, driven by record net revenues in both Financial 
advisory and Underwriting. Corporate lending net revenues  
were significantly higher as well. In the past two years, 
we’ve grown our wallet share by approximately 350 basis 

points6 and we still see ample room for growth: Our 
backlog was already high, but during 2021, it grew even 
more, putting us in a strong position for 2022.

Global Markets
Although market volatility declined in 2021, our clients 
continued to rely on us for risk management, financial 
intermediation and, increasingly, financing. Net revenues 
grew by 4 percent to $22.08 billion. In Fixed Income, 
Currency and Commodities (FICC), net revenues declined, 
but in Equities they grew by 20 percent. Since 2019, we’ve 
grown wallet share by approximately 250 basis points.7  
We’re in the top 3 with 72 of the 100 top institutional clients, 
up from 51 just two years ago.8 We also ended the year with 
record average balances in our prime services business. 

Asset Management
Net revenues grew by 87 percent, fueled by significantly 
higher net revenues in Equity investments and Lending 
and debt investments. Incentive fees rose, and Management  
and other fees were a record, reflecting higher average 
AUS. Growing these durable fees is an area of strategic 
focus. And in August 2021, we announced that we would 
acquire leading European asset manager NN Investment 
Partners (NNIP) in early 2022. NNIP’s world-class ESG 
capabilities and strong footprint in Europe will help  
us further strengthen what is already one of the leading 
asset management businesses in the world. 

Consumer & Wealth Management
We continue to empower our millions of clients and 
customers around the world to reach their financial goals. 
In 2021, net revenues grew by 25 percent to $7.47 billion. 
Net revenues in Wealth Management grew by 25 percent 

Medium-Term4 Firmwide Targets

Return on Equity

Return on Tangible Equity

Efficiency Ratio

14-16%

15-17%

~60%

Goldman Sachs 2021 Annual Report 

3 

 
to a record $5.98 billion, fueled by higher average AUS, 
increased client demand for alternative investments and 
significantly higher net revenues in Private banking and 
lending. In Consumer banking, net revenues grew by  
23 percent to a record $1.49 billion, reflecting higher 
credit card and deposit balances.

Growth Initiatives

In 2021, we made good progress on our growth initiatives. 
In many instances, we met our medium-term goals ahead 
of schedule.

Transaction Banking
I hear from clients constantly that our innovative cloud-
based Transaction banking platform is a differentiator.  
We expanded to the U.K. in June 2021 and, today, we  
have approximately 350 corporate clients. To extend the 
platform’s reach, we’ve formed partnerships with 
American Express, Fiserv, Stripe and Visa; and less than 
two years in, we have already surpassed our previous 
five-year-plus target of $50 billion in deposits. Now our 
target for 2024 is to exceed $100 billion in deposits.  
Our progress has reinforced our confidence that we can 
serve this very large addressable market, and we believe  
it will be accretive to our ROE at scale.

Alternatives
Today, we are one of the top 5 alternative asset managers 
in the world.9 In 2021, we raised $67 billion in third-party 
capital across a diverse array of asset classes, including 
private equity, private credit, growth equity and real 
estate. That brings us to a total of $107 billion, over two- 
thirds of our previous five-year goal of $150 billion. As a 
result, we have set a new target for 2024 of $225 billion  
in gross alternatives fundraising. We’ve also made 
significant progress in harvesting our on-balance equity 
investments over the past two years, with roughly 
$12 billion in net dispositions since year-end 2019.

Wealth Management
We deliver a world-class, tailored wealth management 
offering to individuals, families, family offices and 
nonprofit institutions. In 2021, we had strong long-term 
fee-based AUS net inflows and continued to expand  
our global footprint. Our Wealth Management business 
comprises our premier Private Wealth Management 

4 

Goldman Sachs 2021 Annual Report

business and our Personal Financial Management Group, 
which includes Ayco and Personal Financial Management 
(previously United Capital). Through Ayco we provide  
a wide variety of workplace solutions for 475 companies  
to a broad set of our corporate clients’ employees, 
personalized planning and advisory services for senior 
executives, as well as full-service, bespoke wealth 
management solutions for the C-suite.

Digital Consumer Banking
This year, we celebrated the five-year anniversary of our 
digital consumer banking platform, Marcus by Goldman 
Sachs, and in that time, we’ve made enormous progress. 
Our Consumer business has grown to serve more than 
10 million customers and $110 billion in deposits, and it  
is putting our customers at the center of everything we do, 
signified by winning several significant industry awards 
and recognitions from J.D. Power, Which? Awards and more. 
In September 2021, we announced an agreement to 
acquire GreenSky, the largest fintech platform for home 
improvement consumer loan originations, whose growing 
network of over 10,000 merchants will allow us to meet 
more customers where they transact. We launched critical 
product releases and features in 2021, including the 
Marcus app on the iOS app store in the U.K. and Apple Card 
Family Plan, and we launched the My GM Rewards Card in 
January 2022. We also look forward to launching our digital  
checking product in 2022, which will allow us to become 
the primary bank for our customers. 

Operating More Efficiently

In 2021, operating expenses were $31.94 billion,  
10 percent higher than in 2020, primarily because we 
increased our people’s compensation to reward their 
exceptional performance. While compensation and 
benefits expenses were up by 33 percent, our 2021 
compensation ratio net of provision for credit losses 
declined by 210 basis points from the prior year. It’s 
important to note that when this firm went public in  
1999, this ratio was over 50 percent. Since then, it has 
decreased by more than 20 percentage points. However,  
it is not as relevant a metric as it was before, as we are 
aiming for a 60 percent efficiency ratio target, and we’re 
managing both our compensation and non-compensation 
expenses fluidly.

Letter to ShareholdersWe are a pay-for-performance culture; we reward our 
people who drive our growth. But we have a shareholder-
aligned compensation framework that relies heavily on 
equity awards to incentivize long-term value creation,  
and that compensation can be adjusted when performance  
is not as robust. 

Since January 2020, we have achieved approximately  
$1 billion of our planned $1.3 billion in annual run- 
rate expense efficiencies, and we expect to achieve the  
rest later this year. We have a flexible cost structure  
that enables us to make investments and support returns, 
including disciplined expense management, a focus  
on platforms and digitization, and a priority list of 
investment spending. 

Technology

This year showed how important engineering and 
technology will be to the future of Goldman Sachs.  
In 2021, we expanded our fully cloud-based digital 
businesses and features, including Apple Card Family Plan, 
My GM Rewards Card and Transaction banking. We also 
created a series of foundational cloud-based Developer 
platforms on which our businesses and our clients can 
easily build new applications. One of our most exciting 
announcements came in November, when we launched 
Financial Cloud Data at AWS re:Invent. This platform will 
offer GS Data and Analytics tools in the cloud to help 
developers build data-driven applications. And to support 
all these new offerings, we continue to strengthen the 
team by recruiting world-class engineering talent.

Our People and Our Culture

Goldman Sachs has long been known for the quality  
of its people, and our exceptional results in 2021 made  
clear just how differentiated they are. We have an 
abundance of talent, no doubt, but beyond that, we also 
have a distinctly collaborative culture, which we have 
worked hard to preserve over the course of the pandemic. 
We have welcomed thousands of new people to our firm  
in the past few years, and it was important to us that  
they experience firsthand what it’s like to build a career at 
Goldman Sachs. They are at a moment in their careers 
when learning from their team members and developing  
a network are crucial to their professional growth. And 

working together in person makes it far easier for us to 
pass on our core values of partnership, excellence, client 
service and integrity. 

Our people’s health and safety are our top priority,  
and while we are adapting our plans to the specific needs  
of each office location, we continue to make progress  
in bringing our people back together as much as safely 
possible. We will always give our people the flexibility  
they need to manage their lives, but throughout 2021,  
our experience showed that we are stronger when we’re 
together, and protecting and enhancing our culture  
will remain a focus for us as we enter 2022. 

Sustainability

In 2021, sustainability continued to gain momentum  
in the economy at large and, at Goldman Sachs, we  
made further progress toward our goal of supporting 
$750 billion in sustainable financing, investing and 
advisory activity by 2030. By year end, we had achieved 
approximately $300 billion of our goal, including 
$167 billion in climate transition, $50 billion in inclusive 
growth and the remainder in multiple themes, reflecting 

Sustainable Finance Commitment

2030 Target

$750B

commitment in financing, 
investing, and advisory activity 
across two core pillars of 
sustainable finance: climate 
transition and inclusive growth

$750B

Total Activity  
as of 12/31/21

~$300B

Goldman Sachs 2021 Annual Report 

5 

 
2021 Managing Director Class

The most diverse class ever

Women 
Asian 
Black 
Hispanic/Latinx 
LGBTQ+  

30%
28%
5%
5%
3%

Global data based on self-identification information

our clients’ need for advice, capital and tools to support 
their sustainability goals.

In March 2021, we announced a commitment to align our 
financing activities with a net zero by 2050 pathway and 
unveiled interim business goals for three industries — oil 
and gas, power, and auto manufacturing — in our second 
annual Task Force on Climate-related Financial Disclosures 
report, Accelerating Transition. As a financial institution, 
we believe the most meaningful role we can play in the 
global climate transition is to drive decarbonization in the 
real economy in partnership with our clients. This requires 
growing our commercial capabilities and investing in 
innovation. We also need reliable data, so we are working 
with corporate partners to develop a free, open source 
platform for climate-related data and to equip our  
clients with new impact-measuring tools, like our Carbon 
Portfolio Analytics in Marquee.

Still, we will not succeed in our effort unless the public  
and private sector work together. Financial institutions 
like ours need to direct capital to sustainable solutions  
in emerging markets. That’s why we’ve partnered with 
Bloomberg Philanthropies to launch a Climate Innovation 
Fund that will encourage public and private investment  
in clean energy projects across South and Southeast Asia.  
We also need thoughtful public policy that strikes a 
balance between current energy capabilities and support 
for new technology, as well as concrete measures that  
will accelerate a just and orderly transition.

6 

Goldman Sachs 2021 Annual Report

After all, that’s what this is: a transition. We recognize the 
need to build a more sustainable planet, and we’re doing 
our part to help the world get there.

Diversity and Inclusion
Advancing diversity and inclusion is a top priority of mine. 
In 2021, we continued to make progress promoting change 
both in the world at large and within the firm. In July 
2021, we strengthened our board diversity requirement. 
We will now underwrite IPOs for companies in Western 
Europe and the U.S. only if they have at least two diverse 
board members, at least one of whom must be a woman. 
We also advanced progress on closing the opportunity gap 
through our investment and philanthropic efforts, such  
as the One Million Black Women initiative. In addition,  
we made headway with our hiring goals at the analyst, 
associate and vice president levels, and our 2021 managing  
director class was the most diverse to date. That said, we 
still have much work to do to build and retain a pipeline  
of diverse leadership, and we are hiring additional 
diversity recruiters, as well as expanding our sponsorship 
and development programs for diverse talent at the firm. 

One Million Black Women
In March 2021, we launched our newest initiative, One 
Million Black Women, with the goal of investing $10 billion 
to improve the lives of at least 1 million Black women  
by 2030. Since then we’ve made investments and grants 
laying the groundwork to directly impact the lives of over 
98,000 women across the country. In direct response to 
input received from nearly 20,000 Black women and girls, 
we recently announced two new programs, OMBW Black  
in Business, focused on Black women sole proprietors,  

One Million Black Women

•   Goal of investing $10 billion to improve the lives  

of at least 1 million Black women by 2030

•   Held more than 50 listening sessions with nearly 
20,000 Black women and girls across the U.S.

•   Launched new programs focused on Black 

women sole proprietors and nonprofit leaders

Letter to Shareholdersand OMBW Black Women Impact Grants, focused on  
access to multiyear funding for Black women nonprofit 
leaders. In addition, for the first time we will be providing 
capital for microloans through a new partnership with 
Grameen. Vital to this work has been our exceptional 
Advisory Council, which includes prominent Black leaders 
like Roz Brewer, CEO of Walgreens Boots Alliance; Dr. Ruth 
Simmons, the president of Prairie View A&M University; 
Melanie Campbell, the president and CEO of the National 
Coalition on Black Civic Participation; and former Secretary 
of State Condoleezza Rice.

Goldman Sachs 10,000 Small Businesses
After having served more than 12,300 small businesses  
in all 50 states through our education program, our 
signature entrepreneurship initiative, Goldman Sachs 
10,000 Small Businesses, continues to expand. In 
September 2021, we launched 10,000 Small Businesses 
Fellows, a pilot workforce program that pairs community 
college students in four cities with small business alums 
of the 10,000 Small Businesses education program for 
semester-long, paid internships fully funded by the 
Goldman Sachs Foundation. In addition, our new advocacy 
initiative, 10,000 Small Business Voices, spoke up for 

graduates of our education program and worked with  
the Biden administration to expand the COVID Economic 
Injury Disaster Loan program and to reform the federal 
procurement process.

Looking Forward

As we look forward to 2022, I want to thank our clients  
for putting their trust in us and our people for their 
extraordinary commitment to the firm. After a record year, 
we enter the next phase of our growth strategy in a strong 
position. Our strategic plan is working, our renewed focus 
on clients is strengthening our franchise and, as always,  
our people are second to none. We are investing in the 
future of Goldman Sachs and as a result, the firm will 
continue to evolve. We have a long-term track record of 
producing value for shareholders, our leadership team is 
focused on continuing that record and we are excited  
by the opportunity ahead.

David Solomon 
Chairman and Chief Executive Officer

Notes About the Letter to Shareholders

Forward-Looking Statements 
This letter contains forward-looking statements, including statements about our financial targets, business initiatives, operating expense savings and sustainability goals.  
You should read the cautionary notes on forward-looking statements in our Form 10-K for the period ended December 31, 2021.

Endnotes
1   ROTE is calculated by dividing net earnings applicable to common shareholders by  

average monthly tangible common shareholders’ equity. Tangible common shareholders’ 
equity is calculated as total shareholders’ equity less preferred stock, goodwill and 
identifiable intangible assets. Management believes that ROTE is meaningful because  
it measures the performance of businesses consistently, whether they were acquired  
or developed internally, and that tangible common shareholders’ equity is meaningful 
because it is a measure that the firm and investors use to assess capital adequacy. ROTE  
and tangible common shareholders’ equity are non-GAAP measures and may not be 
comparable to similar non-GAAP measures used by other companies. The table below 
presents a reconciliation of average common shareholders’ equity to average tangible 
common shareholders’ equity:

$ in millions

Total shareholders’ equity
Preferred stock

Common shareholders’ equity

Goodwill
Identifiable intangible assets

Average for the Year  
Ended December 31, 2021 

$ 101,705
(9,876)

91,829

(4,327)
(536)

Tangible common shareholders’ equity

$

86,966

2  Source: Dealogic — January 1, 2021 through December 31, 2021.
3   Total client assets includes AUS, brokerage assets and consumer deposits.
4   “Medium-term” refers to an approximately three-year time horizon.
5  Traditional AUS represents fixed income and equity assets.
6   Data based on reported revenues for Advisory, Equity underwriting and Debt  
underwriting. Total wallet includes GS, MS, JPM, BAC, C, DB, UBS, CS, BARC.

7   Data based on reported revenues for FICC and Equities. Total wallet includes GS,  

MS, JPM, BAC, C, DB, UBS, CS, BARC.

8   Sources: Top 100 client list and rankings compiled by GS through Client Ranking/  

Scorecard/Feedback and/or Coalition Greenwich 1H21 Institutional Client  
Analytics ranking.

9  Data as of 4Q21. Peer data compiled from publicly available company filings.

Goldman Sachs 2021 Annual Report 

7 

 
Our Core Values and Business Principles

Our Core Values

We distilled our Business Principles into 4 core values that inform everything we do:
Partnership              Client Service              Integrity              Excellence

We make an unusual effort to  
identify and recruit the very best 
person for every job. 
Although our activities are measured  
in billions of dollars, we select our 
people one by one. In a service business, 
we know that without the best people, 
we cannot be the best firm.

We offer our people the opportunity  
to move ahead more rapidly than is 
possible at most other places. 
Advancement depends on merit and  
we have yet to find the limits to the 
responsibility our best people are able  
to assume. For us to be successful,  
our people must reflect the diversity  
of the communities and cultures in 
which we operate. That means we must 
attract, retain and motivate people 
from many backgrounds and 
perspectives. Being diverse is not 
optional; it is what we must be.

We stress teamwork  
in everything we do. 
While individual creativity is always 
encouraged, we have found that team 
effort often produces the best results. 
We have no room for those who put  
their personal interests ahead of the 
interests of the firm and its clients.

The dedication of our people to  
the firm and the intense effort they 
give their jobs are greater than one 
finds in most other organizations. 
We think that this is an important  
part of our success.

We consider our size an asset  
that we try hard to preserve. 
We want to be big enough to undertake 
the largest project that any of our 
clients could contemplate, yet small 
enough to maintain the loyalty, the 
intimacy and the esprit de corps that  
we all treasure and that contribute 
greatly to our success.

We constantly strive to anticipate  
the rapidly changing needs of our 
clients and to develop new services  
to meet those needs. 
We know that the world of finance will 
not stand still and that complacency  
can lead to extinction.

We regularly receive confidential 
information as part of our normal 
client relationships. 
To breach a confidence or to use 
confidential information improperly  
or carelessly would be unthinkable.

Our business is highly competitive, 
and we aggressively seek to  
expand our client relationships. 
However, we must always be fair 
competitors and must never denigrate 
other firms.

Integrity and honesty are at  
the heart of our business. 
We expect our people to maintain high 
ethical standards in everything they  
do, both in their work for the firm and  
in their personal lives.

Goldman Sachs Business Principles

Our clients’ interests always  
come first. 
Our experience shows that if we  
serve our clients well, our own success 
will follow.

Our assets are our people,  
capital and reputation. 
If any of these is ever diminished, the 
last is the most difficult to restore.  
We are dedicated to complying fully 
with the letter and spirit of the laws, 
rules and ethical principles that govern 
us. Our continued success depends upon 
unswerving adherence to this standard.

Our goal is to provide superior  
returns to our shareholders. 
Profitability is critical to achieving 
superior returns, building our capital, 
and attracting and keeping our best 
people. Significant employee stock 
ownership aligns the interests of our 
employees and our shareholders.

We take great pride in the 
professional quality of our work. 
We have an uncompromising 
determination to achieve excellence  
in everything we undertake. Though  
we may be involved in a wide variety  
and heavy volume of activity, we  
would, if it came to a choice, rather  
be best than biggest.

We stress creativity and  
imagination in everything we do. 
While recognizing that the old way  
may still be the best way, we constantly 
strive to find a better solution to a 
client’s problems. We pride ourselves  
on having pioneered many of the 
practices and techniques that have 
become standard in the industry.

8 

Goldman Sachs 2021 Annual Report

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

Form 10-K
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF
THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended December 31, 2021

Commission File Number: 001-14965

The Goldman Sachs Group, Inc.

(Exact name of registrant as specified in its charter)

Delaware
(State or other jurisdiction of
incorporation or organization)

200 West Street, New York, N.Y.
(Address of principal executive offices)

13-4019460
(I.R.S. Employer
Identification No.)

10282
(Zip Code)

(212) 902-1000
(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:

Title of each class

Trading
Symbol

Exchange
on which
registered

GS
Common stock, par value $.01 per share
GS PrA
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series A
GS PrC
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series C
GS PrD
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series D
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 5.50% Fixed-to-Floating Rate Non-Cumulative Preferred Stock, Series J
GS PrJ
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 6.375% Fixed-to-Floating Rate Non-Cumulative Preferred Stock, Series K GS PrK
GS/43PE
5.793% Fixed-to-Floating Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital II
GS/43PF
Floating Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital III
GS/31B
Medium-Term Notes, Series F, Callable Fixed and Floating Rate Notes due 2031 of GS Finance Corp.

NYSE
NYSE
NYSE
NYSE
NYSE
NYSE
NYSE
NYSE
NYSE

Securities registered pursuant to Section 12(g) of the Act: None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. ‘ Yes È No

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or 15(d) of the Act. ‘ Yes È No

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the
preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the
past 90 days. È Yes ‘ No

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation
S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). È Yes ‘ No

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging
growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2
of the Exchange Act.

Large accelerated filer È

Accelerated filer ‘

Non-accelerated filer ‘

Smaller reporting company ‘

Emerging growth company ‘

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or
revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ‘

Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over
financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit
report. È

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). ‘ Yes È No

As of June 30, 2021, the aggregate market value of the common stock of the registrant held by non-affiliates of the registrant was approximately $127.4 billion.

As of February 11, 2022, there were 337,922,970 shares of the registrant’s common stock outstanding.

Documents incorporated by reference: Portions of The Goldman Sachs Group, Inc.’s Proxy Statement for its 2022 Annual Meeting of Shareholders are
incorporated by reference in the Annual Report on Form 10-K in response to Part III, Items 10, 11, 12, 13 and 14.

T H E G O L D M A N S A C H S G R O U P ,
A N N U A L R E P O R T O N F O R M 1 0 - K F O R T H E F I S C A L Y E A R E N D E D D E C E M B E R 3 1 , 2 0 2 1

I N C . A N D S U B S I D I A R I E S

INDEX

Form 10-K Item Number

Page No.

Page No.

Item 7

Management’s Discussion and Analysis of Financial Condition

and Results of Operations

Introduction

Executive Overview

Business Environment

Critical Accounting Policies

Use of Estimates

Recent Accounting Developments

Results of Operations

Balance Sheet and Funding Sources

Capital Management and Regulatory Capital

Regulatory and Other Matters

Off-Balance Sheet Arrangements

Risk Management

Overview and Structure of Risk Management

Liquidity Risk Management

Market Risk Management

Credit Risk Management

Operational Risk Management

Model Risk Management

Item 7A

58

58

59

60

60

63

63

64

79

82

87

89

90

90

96

102

106

114

116

Quantitative and Qualitative Disclosures About Market Risk 117

PART I

Item 1

Business

Introduction

Our Business Segments

Investment Banking

Global Markets

Asset Management

Consumer & Wealth Management

Business Continuity and Information Security

Human Capital Management

Sustainability

Competition

Regulation

Information about our Executive Officers

Available Information

Forward-Looking Statements

Item 1A

Risk Factors

Item 1B

Unresolved Staff Comments

Item 2

Properties

Item 3

Legal Proceedings

Item 4

Mine Safety Disclosures

PART II

Item 5

Market for Registrant’s Common Equity, Related Stockholder

Matters and Issuer Purchases of Equity Securities

1

1

1

1

1

2

4

4

5

5

8

9

10

25

26

26

29

56

56

56

56

57

57

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Page No.

Page No.

Supplemental Financial Information

Common Stock Performance

Statistical Disclosures

Item 9

Changes in and Disagreements with Accountants on Accounting

and Financial Disclosure

Item 9A

Controls and Procedures

Item 9B

Other Information

Item 9C

Disclosure Regarding Foreign Jurisdictions that Prevent

Inspections

PART III

Item 10

223

223

223

227

227

227

227

227

Directors, Executive Officers and Corporate Governance

227

Item 11

Executive Compensation

Item 12

Security Ownership of Certain Beneficial Owners and
Management and Related Stockholder Matters

Item 13

Certain Relationships and Related Transactions, and Director

Independence

Item 14

Principal Accountant Fees and Services

PART IV

Item 15

Exhibit and Financial Statement Schedules

SIGNATURES

227

228

228

228

228

228

234

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INDEX

Item 8

Financial Statements and Supplementary Data

Management’s Report on Internal Control over Financial

Reporting

Report of Independent Registered Public Accounting Firm

Consolidated Financial Statements

Consolidated Statements of Earnings

Consolidated Statements of Comprehensive Income

Consolidated Balance Sheets

117

117

118

121

121

121

122

Consolidated Statements of Changes in Shareholders’ Equity 123

Consolidated Statements of Cash Flows

Notes to Consolidated Financial Statements

Note 1. Description of Business

Note 2. Basis of Presentation

Note 3. Significant Accounting Policies

Note 4. Fair Value Measurements

Note 5. Trading Assets and Liabilities

Note 6. Trading Cash Instruments

Note 7. Derivatives and Hedging Activities

Note 8.

Investments

Note 9. Loans

Note 10. Fair Value Option

Note 11. Collateralized Agreements and Financings

Note 12. Other Assets

Note 13. Deposits

Note 14. Unsecured Borrowings

Note 15. Other Liabilities

Note 16. Securitization Activities

Note 17. Variable Interest Entities

Note 18. Commitments, Contingencies and Guarantees

Note 19. Shareholders’ Equity

Note 20. Regulation and Capital Adequacy

Note 21. Earnings Per Common Share

Note 22. Transactions with Affiliated Funds

Note 23. Interest Income and Interest Expense

Note 24. Income Taxes

Note 25. Business Segments

Note 26. Credit Concentrations

Note 27. Legal Proceedings

Note 28. Employee Benefit Plans

Note 29. Employee Incentive Plans

Note 30. Parent Company

124

125

125

125

126

131

136

137

139

149

155

164

169

173

175

176

179

180

182

185

189

192

202

202

203

203

206

208

209

218

219

221

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T H E G O L D M A N S A C H S G R O U P ,

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PART I
Item 1. Business
Introduction

includes

financial

Goldman Sachs is a leading global financial institution that
delivers a broad range of
services across
investment banking, securities,
investment management
and consumer banking to a large and diversified client base
that
institutions,
governments and individuals. Our purpose is to advance
sustainable economic growth and financial opportunity.
Our goal, reflected in our One Goldman Sachs initiative, is
to deliver the full range of our services and expertise to
support our clients in a more accessible, comprehensive and
efficient manner, across businesses and product areas.

corporations,

financial

When we use the terms “Goldman Sachs,” “we,” “us” and
“our,” we mean The Goldman Sachs Group, Inc. (Group
Inc. or parent company), a Delaware corporation, and its
consolidated subsidiaries. When we use the term “our
subsidiaries,” we mean the consolidated subsidiaries of
Group Inc. References to “this Form 10-K” are to our
Annual Report on Form 10-K for
the year ended
December 31, 2021. All references to 2021, 2020 and 2019
refer to our years ended, or the dates, as the context
requires, December 31, 2021, December 31, 2020 and
December 31, 2019, respectively.

Group Inc.
is a bank holding company (BHC) and a
financial holding company (FHC) regulated by the Board of
Governors of the Federal Reserve System (FRB). Our U.S.
depository institution subsidiary, Goldman Sachs Bank
USA (GS Bank USA), is a New York State-chartered bank.

Our Business Segments

revenues

in four business segments:
We report our activities
Investment Banking, Global Markets, Asset Management,
and Consumer & Wealth Management.
Investment
Banking generates
from financial advisory,
underwriting and corporate lending activities. Global
Markets
consists of Fixed Income, Currency and
Commodities (FICC) and Equities, and generates revenues
from intermediation and financing activities. Asset
Management generates revenues from management and
other fees, incentive fees, equity investments, and lending
and debt investments. Consumer & Wealth Management
consists of Wealth management and Consumer banking,
and generates revenues from management and other fees,
incentive fees, private banking and lending, and consumer-
oriented activities.

The chart below presents our four business segments and
their revenue sources.

INVESTMENT BANKING

GLOBAL MARKETS

ASSET MANAGEMENT

Financial advisory

FICC
- FICC intermediation
- FICC financing

Management and other fees

CONSUMER & WEALTH
MANAGEMENT

Wealth management

- Management and other fees
- Incentive fees
- Private banking and lending

Underwriting

- Equity underwriting
- Debt underwriting

Equities
- Equities intermediation
- Equities financing

Incentive fees

Consumer banking

Corporate lending

Equity investments

Lending and debt investments

Investment Banking
Investment Banking serves public and private sector clients
around the world. We provide financial advisory services,
help companies raise capital to strengthen and grow their
businesses and provide financing to corporate clients. We
seek to develop and maintain long-term relationships with a
diverse global group of institutional clients,
including
corporations, governments, states and municipalities. Our
goal is to deliver to our institutional clients all of our
resources in a seamless fashion, with investment banking
serving as the main initial point of contact.

Investment Banking generates revenues from the following:
‰ Financial advisory. We have been a leader for many
years in providing financial advisory services, including
strategic advisory assignments with respect to mergers
and acquisitions, divestitures, corporate defense activities,
restructurings and spin-offs. In particular, we help clients
execute large, complex transactions for which we provide
multiple services,
structuring
expertise. We also assist our clients in managing their
asset and liability exposures and their capital.

including cross-border

‰ Underwriting. We help companies raise capital to fund
their businesses. As a financial intermediary, our job is to
match the capital of our investing clients, who aim to
grow the savings of millions of people, with the needs of
our public and private sector clients, who need financing
to generate growth, create jobs and deliver products and
include public
services. Our underwriting activities
offerings and private placements,
including local and
cross-border transactions and acquisition financing, of a
wide range of securities and other financial instruments,
including loans. Underwriting consists of the following:

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Equity underwriting. We underwrite common and
preferred stock and convertible and exchangeable
securities. We regularly receive mandates for large,
complex transactions and have held a leading position in
and
worldwide
worldwide initial public offerings for many years.

common

offerings

public

stock

Debt underwriting. We underwrite and originate
various types of debt instruments, including investment-
grade and high-yield debt, bank and bridge loans,
including in connection with acquisition financing, and
emerging- and growth-market debt, which may be issued
by, among others, corporate, sovereign, municipal and
agency issuers. In addition, we underwrite and originate
structured securities, which include mortgage-related
securities and other asset-backed securities.

‰ Corporate lending. We lend to corporate clients,
including through relationship lending, middle-market
lending and acquisition financing. The hedges related to
this lending and financing activity are reported as part of
our corporate lending activity.

We also provide transaction banking services, including
to certain of our corporate and financial
institution
clients. Transaction banking revenues include net interest
income attributed to transaction banking deposits.

Global Markets
Global Markets serves our clients who buy and sell
financial products, raise funding and manage risk. We do
this by acting as a market maker and offering market
expertise on a global basis. Global Markets makes markets
and facilitates client transactions in fixed income, equity,
currency and commodity products. In addition, we make
markets in, and clear client transactions on, major stock,
options and futures exchanges worldwide.

As a market maker, we provide prices to clients globally
across thousands of products in all major asset classes and
markets. At times, we take the other side of transactions
ourselves if a buyer or seller is not readily available, and at
other times we connect our clients to other parties who
want to transact. Our willingness to make markets, commit
capital and take risk in a broad range of products is crucial
to our client relationships. Market makers provide liquidity
and play a critical role in price discovery, which contributes
In
to the overall efficiency of
connection with our market-making activities, we maintain
(i) market-making positions, typically for a short period of
time, in response to, or in anticipation of, client demand,
and (ii) positions to actively manage our risk exposures that
arise from these market-making activities (collectively,
inventory).

the capital markets.

2

Goldman Sachs 2021 Form 10-K

Our clients are institutions that are primarily professional
market participants, including investment entities whose
ultimate clients include individual investors investing for
their retirement, buying insurance or saving surplus cash.

We execute a high volume of transactions for our clients in
large, highly liquid markets (such as markets for U.S.
Treasury securities, stocks and certain agency mortgage
pass-through securities). We also execute transactions for
our clients in less liquid markets (such as mid-cap corporate
bonds, emerging market currencies and certain non-agency
mortgage-backed securities) for spreads and fees that are
generally somewhat larger than those charged in more
liquid markets. Additionally, we structure and execute
transactions involving customized or tailor-made products
that address our clients’
investment
objectives or other complex needs (such as a jet fuel hedge
for an airline), as well as derivative transactions related to
client advisory and underwriting activities.

risk exposures,

clients,

Through our global sales force, we maintain relationships
receiving orders and distributing
with our
investment research, trading ideas, market information and
analysis. Much of this connectivity between us and our
clients is maintained on technology platforms, including
Marquee, and operates globally where markets are open for
trading. Marquee provides institutional
investors with
market intelligence, risk analytics, proprietary datasets and
trade execution across multiple asset classes.

Global Markets and our other businesses are supported by
our Global Investment Research division, which, as of
research on
December 2021, provided fundamental
approximately
and
3,000
approximately 50 national economies, as well as on
industries, currencies and commodities.

companies worldwide

Global Markets activities are organized by asset class and
include both “cash” and “derivative” instruments. “Cash”
refers to trading the underlying instrument (such as a stock,
bond or barrel of oil). “Derivative” refers to instruments
that derive their value from underlying asset prices, indices,
reference rates and other inputs, or a combination of these
factors (such as an option, which is the right or obligation
to buy or sell a certain bond, stock or other asset on a
specified date in the future at a certain price, or an interest
rate swap, which is the agreement to convert a fixed rate of
interest into a floating rate or vice versa).

T H E G O L D M A N S A C H S G R O U P ,

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Global Markets consists of FICC and Equities.

FICC. FICC generates revenues from intermediation and
financing activities.
‰ FICC intermediation. Includes client execution activities
related to making markets in both cash and derivative
instruments, as detailed below.

Interest Rate Products. Government bonds (including
across maturities, other
inflation-linked securities)
government-backed securities, and interest rate swaps,
options and other derivatives.

Credit Products.
Investment-grade and high-yield
corporate securities, credit derivatives, exchange-traded
funds
loans, municipal
securities, emerging market and distressed debt, and trade
claims.

(ETFs), bank and bridge

Mortgages. Commercial mortgage-related securities,
residential mortgage-related
loans and derivatives,
and
securities,
(including U.S.
derivatives
collateralized mortgage
agency-issued
government
obligations and other securities and loans), and other
asset-backed securities, loans and derivatives.

loans

Currencies. Currency options, spot/forwards and other
derivatives on G-10 currencies and emerging-market
products.

Commodities. Commodity derivatives and, to a lesser
extent, physical commodities, involving crude oil and
petroleum products, natural gas, agricultural, base,
precious
including
renewable power, environmental products and other
commodity products.

and other metals,

electricity,

‰ FICC financing. Includes providing financing to our
clients through warehouse loans backed by mortgages
(including residential and commercial mortgage loans),
corporate loans and consumer loans (including auto loans
and private student loans). We also provide financing to
clients through structured credit, asset-backed lending,
and through securities purchased under agreements to
resell (resale agreements).

Equities. Equities generates revenues from intermediation
and financing activities.
‰ Equities intermediation. We make markets in equity
securities and equity-related products, including ETFs,
convertible
and
over-the-counter (OTC) derivative instruments. As a
principal, we facilitate client transactions by providing
liquidity to our clients, including by transacting in large
blocks of stocks or derivatives, requiring the commitment
of our capital.

securities,

options,

futures

sectors,

industry

financial measures

We also structure and make markets in derivatives on
indices,
and
individual company stocks. We develop strategies and
provide
information about portfolio hedging and
restructuring and asset allocation transactions for our
clients. We also work with our clients to create specially
tailored instruments to enable sophisticated investors to
establish or liquidate investment positions or undertake
hedging strategies. We are one of the leading participants
in the trading and development of equity derivative
instruments.

Our exchange-based market-making activities include
making markets in stocks and ETFs, futures and options
on major exchanges worldwide.

We generate commissions and fees from executing and
clearing institutional client transactions on major stock,
options and futures exchanges worldwide, as well as
OTC transactions. We provide our clients with access to a
broad spectrum of equity execution services, including
electronic “low-touch” access and more complex “high-
touch” execution through both traditional and electronic
platforms, including Marquee.

‰ Equities financing. Includes prime brokerage and other
equities financing activities, including securities lending,
margin lending and swaps.

We earn fees by providing clearing, settlement and
custody services globally. In addition, we provide our
hedge fund and other clients with a technology platform
and reporting that enables them to monitor their security
portfolios and manage risk exposures.

We provide services that principally involve borrowing
and lending securities to cover institutional clients’ short
sales and borrowing securities to cover our short sales and
to make deliveries into the market. In addition, we are an
active participant in broker-to-broker securities lending
and third-party agency lending activities.

through margin loans

We provide financing to our clients for their securities
trading activities
that are
collateralized by securities, cash or other acceptable
collateral. We earn a spread equal to the difference
between the amount we pay for funds and the amount we
receive from our client.

We execute swap transactions to provide our clients with
exposure to securities and indices.

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Asset Management
Asset Management provides investment services to help
clients preserve and grow their financial assets. We provide
these services to our institutional clients, as well as investors
who primarily access our products through a network of
third-party distributors around the world.

investments. Alternative

We manage client assets across a broad range of investment
strategies and asset classes, including equity, fixed income
investments
and alternative
primarily includes hedge funds, credit funds, private equity,
real estate, currencies, commodities and asset allocation
strategies. Our investment offerings include those managed
on a fiduciary basis by our portfolio managers, as well as
those managed by third-party managers. We offer our
investment solutions in a variety of structures, including
separately managed accounts, mutual
funds, private
partnerships and other commingled vehicles.

We also provide customized investment advisory solutions
designed to address our clients’ investment needs. These
solutions begin with identifying clients’ objectives and
continue through portfolio construction, ongoing asset
allocation and risk management and investment realization.
We draw from a variety of third-party managers, as well as
to implement solutions for
our proprietary offerings,
clients.

Asset Management generates revenues from the following:
‰ Management and other fees. The majority of revenues
in management and other fees consists of asset-based fees
on client assets that we manage. The fees that we charge
vary by asset class, distribution channel and the types of
services provided, and are affected by investment
performance, as well as asset inflows and redemptions.
‰ Incentive fees. In certain circumstances, we also receive
incentive fees based on a percentage of a fund’s or a
separately managed account’s return, or when the return
exceeds a specified benchmark or other performance
targets. Such fees include overrides, which consist of the
increased share of the income and gains derived primarily
from our private equity and credit funds when the return
on a fund’s investments over the life of the fund exceeds
certain threshold returns.

‰ Equity investments. Our alternative investing activities
relate to public and private equity investments in
corporate, real estate and infrastructure entities. We also
make investments
through consolidated investment
entities, substantially all of which are engaged in real
estate investment activities.

‰ Lending and debt investments. We invest in corporate
debt and provide financing for real estate and other
assets. These activities include investments in mezzanine
debt, senior debt and distressed debt securities.

4

Goldman Sachs 2021 Form 10-K

Consumer & Wealth Management
Consumer & Wealth Management helps clients achieve
their individual financial goals by providing a broad range
of wealth advisory and banking services, including financial
investment management, deposit-taking and
planning,
lending. Services are offered through our global network of
advisors and via our digital platforms.

Wealth Management. Wealth management provides
tailored wealth advisory services to clients across the wealth
spectrum. We operate globally serving individuals, families,
family offices, and foundations and endowments. Our
relationships are established directly or introduced through
corporations that sponsor financial wellness programs for
their employees.

structuring,

We offer personalized financial planning inclusive of
income and liability management, compensation and
benefits analysis,
tax
trust and estate
optimization, philanthropic giving, and asset protection.
We also provide customized investment advisory solutions,
and offer structuring and execution capabilities in security
and derivative products across all major global markets.
We
investment
platform and our global execution capabilities to help
clients achieve their investment goals. In addition, we offer
clients a full range of private banking services, including a
variety of deposit alternatives and loans that our clients use
to finance investments in both financial and nonfinancial
assets, bridge cash flow timing gaps or provide liquidity and
flexibility for other needs.

leverage a broad, open-architecture

revenues

generates

from the

Wealth management
following:
‰ Management and other fees. Includes fees related to
managing assets, providing investing and wealth advisory
solutions, providing financial planning and counseling
services via Ayco Personal Financial Management, and
executing brokerage transactions for wealth management
clients.

‰ Incentive fees. In certain circumstances, we also receive
incentive fees from wealth management clients based on a
percentage of a fund’s return, or when the return exceeds
a specified benchmark or other performance targets. Such
fees include overrides, which consist of the increased
share of the income and gains derived primarily from our
private equity and credit funds when the return on a
fund’s investments over the life of the fund exceeds
certain threshold returns.

‰ Private banking and lending. Includes net interest
interest
for wealth

income allocated to deposit-taking and net
income
management clients.

earned on lending

activities

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Consumer Banking. Our Consumer banking business
issues unsecured loans,
through our digital platform,
Marcus by Goldman Sachs (Marcus), and credit cards, to
finance the purchases of goods or services. We also accept
deposits (including savings and time deposits) through
Marcus, in GS Bank USA and Goldman Sachs International
Bank (GSIB). Additionally, we provide investing services
through Marcus Invest to U.S. customers.

Consumer banking revenues consist of net interest income
earned on unsecured loans issued to consumers through
Marcus and credit card lending activities, and net interest
income attributed to consumer deposits.

Business
Security

Continuity

and

Information

and

including cyber attacks against

Business continuity and information security,
including
cyber security, are high priorities for us. Their importance
has been highlighted by (i) the coronavirus (COVID-19)
arrangements
the work-from-home
pandemic
implemented by companies worldwide
in response,
including us, (ii) numerous highly publicized events in
recent years,
financial
institutions, governmental agencies, large consumer-based
companies, software and information technology service
providers and other organizations, some of which have
resulted in the unauthorized access to or disclosure of
personal information and other sensitive or confidential
information,
the theft and destruction of corporate
information and requests for ransom payments, and
(iii) extreme weather events.

technology

resilience, business

Our Business Continuity & Technology Resilience Program
has been developed to provide reasonable assurance of
business continuity in the event of disruptions at our critical
facilities or of our systems, and to comply with regulatory
requirements, including those of FINRA. Because we are a
BHC, our Business Continuity & Technology Resilience
Program is also subject to review by the FRB. The key
elements of the program are crisis management, business
recovery,
continuity,
assurance and verification, and process improvement. In
the area of information security, we have developed and
implemented a framework of principles, policies and
technology designed to protect the information provided to
us by our clients and our own information from cyber
attacks and other misappropriation, corruption or loss.
Safeguards are designed to maintain the confidentiality,
information. For further
integrity and availability of
the Business Continuity Planning
information about
strategy we have
to the
implemented in response
COVID-19 pandemic, see “Management’s Discussion and
of
Analysis
Operations — Regulatory and Other Matters — Impact of
COVID-19 Pandemic” in Part II, Item 7 of this Form 10-K.

Financial Condition

and Results

of

Human Capital Management

Our people are our greatest asset. We believe that a major
strength and principal reason for our success is the quality,
dedication, determination and collaboration of our people,
which enables us to serve our clients, generate long-term
value for our shareholders and contribute to the broader
community. We
invest heavily in developing and
supporting our people throughout their careers, and we
strive to maintain a work environment
fosters
professionalism, excellence, high standards of business
ethics, diversity, teamwork and cooperation among our
employees worldwide.

that

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of Group

Diversity and Inclusion
The strength of our culture, our ability to execute our
strategy, and our relationships with clients all depend on a
diverse workforce and an inclusive work environment that
encourages a wide range of perspectives. We believe that
diversity at all levels of our organization, from entry-level
analysts to senior management, as well as the Board of
Directors
of
December 2021, was approximately 62% diverse by race,
gender or
to our
sustainability. Our management team works closely with
our Global Inclusion and Diversity Committee to continue
to increase diversity of our global workforce at all levels. In
addition, we have global and regional
Inclusion and
Diversity Committees which promote an environment that
values different perspectives,
conventional
thinking and maximizes the potential of all our people.

sexual orientation,

(Board), which

challenges

essential

Inc.

as

is

race,

gender

identity,

ethnicity,

We believe that increased diversity, including diversity of
experience,
sexual
orientation, disability and veteran status, in addition to
being a social imperative, is vital to our commercial success
through the creativity that it fosters. For this reason, we
have established a comprehensive action plan with
aspirational diversity hiring goals which are set forth below
and are focused on cultivating an inclusive environment for
all our colleagues.

their

Diverse leadership is crucial to our long-term success and to
driving innovation, and we have implemented and
expanded outreach and career advancement programs for
rising diverse executive talent. For example, we are focused
on providing diverse vice presidents the necessary coaching,
sponsorship and advocacy to support
career
trajectories and strengthen their leadership platforms,
including through programs, such as our Vice President
Career Investment Initiative focused on high-performing
Black and Hispanic/Latinx VPs in the Americas and EMEA.
Many other career development initiatives are aimed at
fostering diverse talent at the analyst and associate level,
including the Black Analyst and Associate Initiative, the
Hispanic/Latinx Analyst Initiative and the Women’s Career
Strategies Initiative. We have also established Inclusion
Networks and Interest Forums that are open to all
professionals at Goldman Sachs to promote and advance
connectivity, understanding, inclusion and diversity.

6

Goldman Sachs 2021 Form 10-K

Progress Toward Aspirational Goals. Reflecting our
efforts to increase diversity, the composition of our most
recent partnership class was 27% women professionals,
17% Asian professionals, 7% Black professionals and 5%
Hispanic/Latinx professionals. The composition of our
most recent managing director class was 30% women
professionals, 28% Asian professionals, 5% Black
professionals and 5% Hispanic/Latinx professionals.

We have also set forth the following aspirational goals:
‰ We aim for analyst and associate hiring (which accounts
to achieve
for over 70% of our annual hiring)
representation of 50% women professionals, 11% Black
professionals and 14% Hispanic/Latinx professionals in
the Americas, and 9% Black professionals in the U.K. In
2021, our analyst and associate hires included 45%
women professionals, 11% Black professionals and 15%
Hispanic/Latinx professionals in the Americas, and 14%
Black professionals in the U.K.

‰ We aim for women professionals to represent 40% of our
vice presidents globally by 2025 and 30% of senior talent
(vice presidents and above) in the U.K. by 2023, while
also endeavoring for women employees to comprise 50%
of all of our employees globally over time. As of
December 2021, women professionals represented 32%
of our vice president population globally and 31% of
senior talent (vice presidents and above) in the U.K., and
women employees represented 41% of all of our
employees globally.

‰ We aim for Black professionals to represent 7% of our
vice president population in the Americas and in the U.K.,
and for Hispanic/Latinx professionals to represent 9% of
our vice president population in the Americas, both by
2025. As of December 2021, Black professionals
represented 4% of our vice president population in the
Americas and 4% in the U.K., and Hispanic/Latinx
professionals represented 6% of our vice president
population in the Americas.

‰ We aim to double the number of campus hires in the U.S.
and

from Historically Black Colleges

recruited
Universities (HBCUs) by 2025 relative to 2020.

The metrics above are based on self-identification.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Talent Development and Retention
We seek to help our people achieve their full potential by
investing in them and supporting a culture of continuous
development. Our goals are to maximize individual
and
capabilities,
innovation, reinforce our culture, expand professional
opportunities, and help our people contribute positively to
their communities.

effectiveness

commercial

increase

Instilling our culture in all employees is a continuous
process, in which training plays an important part. We offer
our employees the opportunity to participate in ongoing
educational offerings and periodic seminars
through
Goldman Sachs University. To accelerate their integration
into the firm and our culture, new hires have the
opportunity to receive training before they start working
and orientation programs with an emphasis on culture and
networking, and nearly all employees participate in at least
one training event each year. For our more senior
employees, we provide guidance and training on how to
manage people and projects effectively, exhibit strong
leadership and exemplify our culture. We are also focused
on developing a high performing, diverse leadership
pipeline and career planning for our next generation of
leaders. We maintain a variety of programs aimed at
employees’ professional growth and support throughout
their careers and as they evolve into leaders, including
initiatives, such as our Vice President and Managing
Director Leadership Acceleration Initiatives.

Enhancing our people’s experience of internal mobility is a
key focus, as we believe that this will inspire employees,
help retain top talent and create diverse experiences to build
future leaders.

Another important part of instilling our culture is our
employee performance review process. Employees are
reviewed by supervisors, co-workers and employees whom
they supervise in a 360-degree review process that is
integral to our team approach and includes an evaluation of
an employee’s performance with respect
to risk
management, protecting our reputation, adherence to our
code of conduct, compliance, and diversity and inclusion
employee
principles. Our
timely and
performance centers on providing robust,
actionable
professional
development. We have directed our managers, as leaders at
the firm, to take an active coaching role with their teams.
We have also implemented “The Three Conversations at
GS” through which managers establish goals with their
team members at the start of the year, check in mid-year on
progress and then close out the year with a conversation on
performance against goals.

evaluating

facilitates

approach

feedback

that

to

We believe that our people value opportunities to contribute
to their communities and that these opportunities enhance
their job satisfaction. We also believe that being able to
volunteer
together with colleagues and participate in
community organizations working on local service projects
strengthens our people’s bond with us. Community
TeamWorks, our signature volunteering initiative, enables
our people to participate in high-impact,
team-based
volunteer opportunities, including projects coordinated with
hundreds of nonprofit partner organizations worldwide.
During 2021, our people volunteered approximately
80,000 hours of service globally through Community
TeamWorks, with approximately 15,000 employees
partnering with approximately 370 nonprofit organizations
on approximately 800 community projects. To respond to
the interest of our people in helping with the response to the
COVID-19 pandemic, we have developed a series of
opportunities to support vulnerable populations remotely,
including small business owners, students and the elderly.

Wellness
We recognize that for our people to be successful in the
workplace they need support in their personal, as well as
their professional lives. We have created a strong support
framework for wellness, which is intended to enable
employees to better balance their roles at work and their
responsibilities at home. In addition to providing 20 weeks
of parental
leave for all employees, we provide other
benefits to support the wellness of our employees, including
family care leave, bereavement leave and, for longer-
tenured employees, an unpaid sabbatical leave. We also
continue to advance our resilience programs, offering our
people a range of counseling, coaching, medical advisory
and personal wellness services. We have increased the
availability of
these resources during the COVID-19
pandemic, and we have continued to evolve and strengthen
virtual offerings with the aim of maintaining the physical
and mental well-being of our employees, enhancing their
effectiveness and cohesiveness and providing them with
greater opportunities to access support.

We also introduced a COVID-19 10-day family leave
policy, available to our people globally to care for family
members due to COVID-19 related illness or meet childcare
needs, including homeschooling. We remain focused on
facilitating the safe return of our employees to our offices,
as circumstances permit, and employees in a number of our
locations around the world have returned to the office to
varying degrees. Given that the situation regarding the
COVID-19 pandemic varies geographically, our approach
to transitioning back to the office is tailored to each
location, and it evolves based on the specific conditions and
requirements of each location. We have comprehensive
protocols in place, including regular testing, and we will
continue to be guided by a people-first approach as
circumstances evolve.

Goldman Sachs 2021 Form 10-K

7

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

In addition, to support the financial wellness of our
employees, we offer a variety of resources that help them
financial health and decision-
manage their personal
making,
live and
including financial education series,
on-demand webinars, articles and interactive digital tools.

Global Reach and Strategic Locations
As a firm with a global client base, we take a strategic
approach to attracting, developing and managing a global
workforce. Our clients are located worldwide and we are
an active participant in financial markets around the world.
As of December 2021, we had headcount of 43,900, offices
in over 35 countries and 52% of our headcount was based
in the Americas, 18% in EMEA and 30% in Asia. Our
employees come from over 180 countries and speak more
than 110 languages as of December 2021.

In addition to maintaining offices in major financial centers
around the world, we have established key strategic
locations, including in Bengaluru, Salt Lake City, Dallas,
Singapore and Warsaw. We continue to evaluate the
including cities in
expanded use of strategic locations,
which we do not currently have a presence.

As of December 2021, 40% of our employees were
working in one of these key strategic locations. We believe
our investment in these strategic locations enables us to
build centers of excellence around specific capabilities that
support our business initiatives.

Sustainability

We have a long-standing commitment to sustainability.
Our two priorities in this area are helping clients across
industries facilitate and thrive in a low-carbon economy
(Climate Transition) and leveraging our capabilities to
advance economic empowerment (Inclusive Growth).

relating to sustainability present both
Our activities
financial and nonfinancial risks, and we have processes for
managing these risks, similar to the other risks we face. We
have integrated oversight of climate-related risks into our
from senior
risk management governance structure,
management to our Board and its committees, including the
Risk and Public Responsibilities Committees. The Risk
Committee of the Board oversees firmwide financial and
nonfinancial risks, which include climate risk, and, as part
of its oversight, receives updates on our risk management
approach to climate risk. The Public Responsibilities
Committee of the Board assists the Board in its oversight of
our firmwide sustainability strategy and sustainability risks
affecting us, including with respect to climate change. As
part of its oversight, the Public Responsibilities Committee
receives periodic updates on our sustainability strategy, and
also periodically reviews our governance and related
policies and processes for sustainability and climate change-
related risks. We have also implemented an Environmental
Policy Framework to guide our overall approach to
sustainability issues. We apply this Framework when
evaluating transactions for environmental and social risks
and impacts. Our employees also receive training with
respect to environmental and social risks, including for
sectors and industries that we believe have higher potential
for these risks. See “Management’s Discussion and Analysis
of Financial Condition and Results of Operations — Risk
Management — Overview and Structure of Risk
Management — Climate Risk Management” in Part II,
Item 7 of this Form 10-K for further information about our
climate risk management.

firm,

We have established a Sustainable Finance Group, which
serves as the centralized group that drives climate strategy
and sustainability efforts across our
including
commercial efforts alongside our businesses to advance
Climate Transition and Inclusive Growth. In 2020, we
created a new role, Global Head of Sustainability and
Inclusive Growth, which, like our One Goldman Sachs
initiative, is intended to facilitate the application of our full
capabilities across both Climate Transition and Inclusive
Growth. Each of our
launched a
Sustainability Council. These councils focus on identifying
key Environmental, Social and Governance (ESG) priorities
sustainability-related
developing
for
capabilities and delivering sustainability-focused solutions
to clients in a holistic way.

segments has

segment,

the

8

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

institution, we acknowledge the
As a leading financial
importance of Climate Transition for our business. In
February 2021, we launched our inaugural sustainability
bond of $800 million, which is aligned with our sustainable
finance framework for future issuances and funds a range
of on-balance sheet sustainable finance activity. In addition,
we are working with various external groups to develop
methods, metrics and frameworks for the financial sector,
with an aim to support greater consistency, comparability
and utility in approaches to measuring the financial sector’s
contribution to Climate Transition initiatives. We believe
we can advance sustainability by partnering with our clients
including by developing new
across our businesses,
sustainability-linked financing solutions, offering strategic
advice, or coinvesting alongside our clients in clean energy
companies. We have announced a target
to deploy
investing and
$750 billion in sustainable financing,
advisory activity by the beginning of 2030. As of
December 2021, we achieved approximately 40% of that
goal, with the majority dedicated to Climate Transition. In
addition, we have announced our commitment to align our
financing activities with a net-zero-by-2050 pathway. In
that context, we have set an initial set of targets for 2030
focused on three sectors — power, oil and gas, and auto
manufacturing — where we believe we can have the most
significant impact and we see an opportunity to proactively
engage our clients, investors, advocacy groups and multi-
stakeholder organizations, deploy capital required for
transition, and invest in new commercial solutions to drive
decarbonization in the real economy. Carbon neutrality is
also a priority for the operation of our firm and our supply
chain. In 2015, we achieved carbon neutrality in our
operations and business travel, ahead of our 2020 goal
announced in 2009. We have expanded our operational
carbon commitment to include our supply chain, targeting
net-zero carbon emissions by 2030.

In addition to Climate Transition, our approach to
sustainability also centers on Inclusive Growth and advancing
economic empowerment and financial opportunity for all. We
have sponsored initiatives, such as One Million Black Women,
Launch With GS, our Urban Investment Group, 10,000
Women and 10,000 Small Businesses. An overarching theme
of our sustainability strategy is promoting diversity and
inclusion as an imperative for us, as well as our clients and
their boards. These efforts are further strengthened by strategic
partnerships that we have established in areas where we have
identified gaps, or believe we are able to drive even greater
impact through collaboration. We also believe our ability to
achieve our sustainability objectives is critically dependent on
the strengths and talents of our people, and we recognize that
our people are able to maximize their impact by collaborating
in a diverse and inclusive work environment. See “Business —
Human Capital Management” for information about our
human capital management goals, programs and policies.

Competition

services,

The financial services industry and all of our businesses are
intensely competitive, and we expect them to remain so.
Our competitors are other entities that provide investment
banking (including transaction banking), market-making,
investment management
commercial and/or
consumer
lending, deposit-taking and other banking
products and services, as well as those entities that make
investments in securities, commodities, derivatives, real
loans and other financial assets. These entities
estate,
investment banking firms,
include brokers and dealers,
commercial
insurance
card
credit
companies, investment advisers, mutual funds, hedge funds,
private equity funds, merchant banks, consumer finance
companies and financial technology and other internet-
based companies. We compete with some entities globally
and with others on a regional, product or niche basis. We
compete based on a number of
including
transaction execution, client experience, products and
services, innovation, reputation and price.

factors,

issuers,

banks,

We have faced, and expect to continue to face, pressure to
retain market share by committing capital to businesses or
transactions on terms that offer returns that may not be
commensurate with their risks. In particular, corporate
clients seek such commitments (such as agreements to
participate in their loan facilities) from financial services
firms in connection with investment banking and other
assignments.

Consolidation and convergence have significantly increased
the capital base and geographic reach of some of our
competitors, and have also hastened the globalization of the
securities and other financial services markets. As a result,
we have had to commit capital to support our international
operations and to execute large global transactions. To
capitalize on some of our most significant opportunities, we
will have to compete successfully with financial institutions
that are larger and have more capital and that may have a
stronger local presence and longer operating history outside
the U.S.

We also compete with smaller institutions that offer more
targeted services, such as independent advisory firms. Some
clients may perceive these firms to be less susceptible to
potential conflicts of interest than we are, and, as described
below, our ability to effectively compete with them could be
affected by regulations and limitations on activities that
apply to us but may not apply to them.

Goldman Sachs 2021 Form 10-K

9

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

A number of our businesses are subject to intense price
competition. Efforts by our competitors to gain market
share have resulted in pricing pressure in our investment
banking, market-making, consumer, wealth management
the
and asset management businesses. For example,
increasing volume of
executed electronically,
trades
through the internet and through alternative trading
systems, has increased the pressure on trading commissions,
in that commissions for electronic trading are generally
lower than those for non-electronic trading. It appears that
this trend toward low-commission trading will continue.
Price competition has also led to compression in the
difference between the price at which a market participant
is willing to sell an instrument and the price at which
another market participant is willing to buy it (i.e., bid/offer
spread), which has affected our market-making businesses.
The increasing prevalence of passive investment strategies
that typically have lower fees than other strategies we offer
has affected the competitive and pricing dynamics for our
asset management products and services. In addition, we
believe that we will continue to experience competitive
pressures in these and other areas in the future as some of
our competitors seek to obtain market share by further
reducing prices, and as we enter into or expand our
presence in markets that may rely more heavily on
electronic trading and execution. We and other banks also
compete for deposits on the basis of the rates we offer.
Increases in short-term interest rates are expected to result
in more intense competition in deposit pricing.

We also compete on the basis of the types of financial
products and client
that we and our
experiences
competitors offer. In some circumstances, our competitors
may offer financial products that we do not offer and that
our clients may prefer, or our competitors may develop
technology platforms
client
experience.

that provide

a better

(Dodd-Frank Act),

The provisions of the U.S. Dodd-Frank Wall Street Reform
and Consumer Protection Act
the
requirements promulgated by the Basel Committee on
Banking Supervision (Basel Committee) and other financial
regulations could affect our competitive position to the
extent that limitations on activities,
increased fees and
compliance costs or other regulatory requirements do not
apply, or do not apply equally, to all of our competitors or
different
are
jurisdictions. For example, the provisions of the Dodd-
Frank Act that prohibit proprietary trading and restrict
investments in certain hedge and private equity funds
differentiate between U.S.-based and non-U.S.-based
banking organizations and give non-U.S.-based banking
organizations greater flexibility to trade outside of the U.S.
and to form and invest in funds outside the U.S.

implemented

uniformly

across

not

10

Goldman Sachs 2021 Form 10-K

the obligations with respect

to derivative
Likewise,
transactions under Title VII of the Dodd-Frank Act depend,
in part, on the location of the counterparties to the
transaction. The impact of regulatory developments on our
competitive position has depended and will continue to
depend to a large extent on the manner in which the
required rulemaking and regulatory guidance evolve, the
extent of international convergence, and the development
of market practice and structures under the evolving
regulatory regimes, as described further in “Regulation”
below.

We also face intense competition in attracting and retaining
qualified employees. Our ability to continue to compete
effectively has depended and will continue to depend upon
our ability to attract new employees, retain and motivate
our existing employees and to continue to compensate
employees competitively amid intense public and regulatory
scrutiny on the compensation practices of large financial
institutions. Our pay practices and those of certain of our
competitors are subject to review by, and the standards of,
the FRB and other regulators inside and outside the U.S.,
including the Prudential Regulation Authority (PRA) and
the Financial Conduct Authority (FCA) in the U.K. We also
compete for employees with institutions whose pay
to regulatory oversight. See
practices are not subject
“Regulation — Compensation Practices” and “Risk
Factors — Competition — Our businesses may be adversely
affected if we are unable to hire and retain qualified
employees” in Part I, Item 1A of this Form 10-K for further
information about such regulation.

Regulation

As a participant in the global financial services industry, we
are subject
to extensive regulation and supervision
worldwide. The regulatory regimes applicable to our
operations worldwide have been, and continue to be,
subject to significant changes. The Basel Committee is the
primary global
for prudential bank
regulation; however, its standards do not become effective
in a jurisdiction until the relevant regulators have adopted
rules to implement its standards. The implications of these
regulations for our businesses depend to a large extent on
their implementation by the relevant regulators globally,
and the market practices and structures that develop.

standard setter

New regulations have been adopted or are being considered
by regulators and policy makers worldwide, as described
below. The effects of any changes to the regulations
affecting our businesses,
the
proposals described below, are uncertain and will not be
known until such changes are finalized and market
revised
practices and structures develop under
regulations.

including as a result of

the

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Our principal subsidiaries operating in the U.S. include GS
Bank USA, Goldman Sachs & Co. LLC (GS&Co.),
J. Aron & Company LLC (J. Aron) and Goldman Sachs
Asset Management, L.P. Our principal
subsidiaries
operating in Europe include Goldman Sachs International
(GSI), GSIB and Goldman Sachs Asset Management
International
(GSAMI), which are incorporated and
headquartered in the U.K., and Goldman Sachs Bank
and
Europe
headquartered in Germany. Our principal subsidiaries
operating in Asia include Goldman Sachs Japan Co., Ltd.
(GSJCL).

SE (GSBE), which

incorporated

is

As a result of the U.K.’s withdrawal from the E.U. (Brexit),
we have strengthened the capabilities of our E.U. operating
subsidiaries, particularly GSBE, and have moved certain
activities there. For example, we have moved a number of
relationships with clients of our Investment Banking,
Global Markets and Wealth Management businesses from
GSI and GSIB to GSBE, and clients of our Asset
Management business from GSAMI to GSBE; established
access for GSBE to exchanges, clearing houses and
depositories and other market infrastructure in the E.U.;
established branches of GSBE in several E.U. member states
and in the U.K.; and strengthened the capital, personnel and
other resources at GSBE.

Banking Supervision and Regulation
Group Inc.
is a BHC under the U.S. Bank Holding
Company Act of 1956 (BHC Act) and an FHC under
amendments to the BHC Act effected by the U.S. Gramm-
Leach-Bliley Act of 1999 (GLB Act), and is subject to
supervision and examination by the FRB, which is our
primary regulator.

The FRB’s rating system for large financial institutions is
aligned with its supervisory program and is comprised of
component ratings for capital planning and positions,
liquidity risk management and positions, and governance
and controls.

Under the system of “functional regulation” established
under the BHC Act, the primary regulators of our U.S.
non-bank subsidiaries directly regulate the activities of
those subsidiaries, with the FRB exercising a supervisory
role. Such “functionally regulated” subsidiaries include
broker-dealers and security-based swap dealers registered
with the SEC, such as our principal U.S. broker-dealer,
GS&Co., entities registered with or regulated by the CFTC
with respect to futures-related and swaps-related activities
and investment advisers registered with the SEC with
respect to their investment advisory activities.

is
Our principal U.S. bank subsidiary, GS Bank USA,
supervised and regulated by the FRB, the FDIC, the New
York State Department of Financial Services (NYDFS) and
the Consumer Financial Protection Bureau (CFPB). GS
Bank USA also has a London branch, which is regulated by
the FCA and PRA, and a Tokyo branch, which is regulated
by the Japan Financial Services Agency. We conduct a
number of our activities partially or entirely through GS
Bank USA and its subsidiaries, including: corporate loans
(including leveraged lending) and transaction banking;
consumer loans (including installment and credit card
loans); small business loans (including installment, lines of
loans
credit and credit cards); wealth management
(including mortgages); interest rate, credit, currency and
other derivatives; deposit-taking; and agency lending.

laws,

subject

subsidiaries are

Our E.U.
to various E.U.
including those
regulations, as well as national
implementing European directives. GSBE is directly
supervised by the European Central Bank (ECB) and
additionally by BaFin and Deutsche Bundesbank in the
context of the E.U. Single Supervisory Mechanism (SSM).
GSBE’s London branch is regulated by the FCA. GSBE
engages in certain activities primarily in the E.U., including
underwriting and market making in debt and equity
investment, asset and wealth
securities and derivatives,
management services, deposit-taking,
lending (including
securities lending), and financial advisory services and is a
primary dealer for government bonds issued by E.U.
sovereigns. On July 1, 2021, GSBE became a subsidiary of
GS Bank USA. As a foreign bank subsidiary of GS Bank
USA, GSBE is subject to limits on the nature and scope of its
activities under the FRB’s Regulation K, including limits on
its underwriting and market making in equity securities
based on GSBE’s and/or GS Bank USA’s capital.

Goldman Sachs Paris Inc. et Cie (GSPIC) is an investment
firm regulated by the French Prudential Supervision and
Resolution Authority and the Financial Markets Authority.
GSPIC’s activities include certain activities that GSBE is
prevented
in
October 2021 to become a credit institution.

from undertaking. GSPIC applied

Goldman Sachs 2021 Form 10-K

11

T H E G O L D M A N S A C H S G R O U P ,

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Our principal subsidiaries in the U.K. include GSI, a U.K.
broker-dealer and a designated investment firm, and GSIB,
a U.K. bank. Both GSI and GSIB are regulated by the PRA
and the FCA. As an investment firm, GSI is subject to
including
prudential requirements applicable to banks,
capital and liquidity requirements. GSI provides broker-
dealer services in and from the U.K. and is registered with
the CFTC as a swap dealer and with the SEC as a securities-
based swap dealer. GSIB engages in lending (including
securities lending) and deposit-taking activities and is a
primary dealer for U.K. government bonds. GSI and GSIB
maintain branches outside of the U.K. and are subject to the
laws and regulations of the jurisdictions where they are
located.

Capital and Liquidity Requirements. We and GS Bank
USA are subject
to regulatory risk-based capital and
leverage requirements that are calculated in accordance
with the regulations of the FRB (Capital Framework). The
Capital Framework is
largely based on the Basel
Committee’s framework for strengthening the regulation,
supervision and risk management of banks (Basel III) and
also implements certain provisions of the Dodd-Frank Act.
Under the U.S. federal bank regulatory agencies’ tailoring
framework, we and GS Bank USA are subject to “Category
I” standards because we have been designated as a global
systemically important bank (G-SIB). Accordingly, we and
GS Bank USA are “Advanced approach” banking
organizations. Under the Capital Framework, we and GS
capital
Bank USA must meet
requirements that involve quantitative measures of assets,
liabilities and certain off-balance
items. The
sufficiency of our capital levels is also subject to qualitative
judgments by regulators. We and GS Bank USA are also
subject to liquidity requirements established by the U.S.
federal bank regulatory agencies.

regulatory

specific

sheet

GSBE is subject to capital and liquidity requirements
prescribed in the E.U. Capital Requirements Regulation, as
amended (CRR), and the E.U. Capital Requirements
Directive, as amended (CRD), which are largely based on
Basel III.

The most recent previous amendments to the CRR and
CRD (respectively, CRR II and CRD V) include changes to
the market risk, counterparty credit risk, large exposures
and leverage ratio frameworks. These changes have been
applicable in the E.U. since June 2021.

GSI and GSIB are subject to the U.K. capital and liquidity
frameworks, which are also largely based on Basel III and
remain predominantly aligned with the E.U. capital and
liquidity frameworks. Amendments similar to CRR II and
CRD V became applicable in the U.K. on January 1, 2022.
Requirements established by E.U. and U.K. authorities are
therefore similar to those applicable to GS Bank USA and
us.

12

Goldman Sachs 2021 Form 10-K

ratios

Risk-Based Capital Ratios. As Advanced approach
banking organizations, we and GS Bank USA calculate risk-
based capital
in accordance with both the
Standardized and Advanced Capital Rules. Both the
Advanced Capital Rules and the Standardized Capital
Rules include minimum risk-based capital requirements
and additional capital conservation buffer requirements
that must be satisfied solely with Common Equity Tier 1
(CET1) capital. Failure to satisfy a buffer requirement in
full would result in constraints on capital distributions and
discretionary executive compensation. The severity of the
constraints would depend on the amount of the shortfall
and the organization’s “eligible retained income,” defined
as the greater of (i) net income for the four preceding
quarters, net of distributions and associated tax effects not
reflected in net income; and (ii) the average of net income
over the preceding four quarters. For Group Inc., the
capital conservation buffer requirements consist of a 2.5%
buffer (under the Advanced Capital Rules), a stress capital
buffer (SCB) (under the Standardized Capital Rules), and
both a countercyclical buffer and the G-SIB surcharge
(under both Capital Rules). For GS Bank USA, the capital
conservation buffer requirements consist of a 2.5% buffer
and the countercyclical capital buffer.

is designed to counteract

The SCB is based on the results of the Federal Reserve’s
supervisory stress tests and our planned common stock
dividends and is likely to change over time based on the
results of the annual supervisory stress tests. See “Stress
Tests and Capital Planning” below. The countercyclical
capital buffer
systemic
vulnerabilities and currently applies only to banking
organizations subject to Category I, II or III standards,
including us and GS Bank USA. Several other national
supervisors also require countercyclical capital buffers. The
G-SIB surcharge
capital buffer
applicable to us may change in the future including due to
additional guidance from our regulators and/or positional
changes. As a result, the minimum capital ratios to which
we are subject are likely to change over time.

and countercyclical

The U.S. federal bank regulatory agencies have a rule that
implements the Basel Committee’s standardized approach
for measuring counterparty credit
in
connection with derivative contracts (SA-CCR). Under the
rule, “Advanced approach” banking organizations are
required to use SA-CCR for calculating their standardized
risk-weighted assets (RWAs) and, with some adjustments,
for purposes of determining their supplementary leverage
ratios (SLRs) discussed below.

risk exposures

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The capital requirements applicable to GSBE, GSI and GSIB
include both minimum requirements and buffers. See
“Management’s Discussion and Analysis of Financial
Condition and Results of Operations — Capital
Management and Regulatory Capital” in Part II, Item 7 of
this Form 10-K and Note 20 to the consolidated financial
statements in Part II, Item 8 of this Form 10-K for
information about our capital ratios and those of GS Bank
USA, GSBE, GSI and GSIB.

The Basel Committee standards include guidelines for
calculating incremental capital ratio requirements for
banking institutions that are systemically significant from a
domestic but not global perspective (D-SIBs). Depending on
how these guidelines are
implemented by national
regulators, they may apply, among others, to certain
subsidiaries of G-SIBs. These guidelines are in addition to
the framework for G-SIBs, but are more principles-based.
The CRD and CRR provide that institutions that are
systemically important at the E.U. or member state level,
institutions
known as other
ratio
(O-SIIs), may be subject
requirements, according to their degree of
systemic
importance (O-SII buffers). In 2021, BaFin identified GSBE
as an O-SII in Germany and set an O-SII buffer, applicable
from January 1, 2022.

systemically important

to additional capital

In the U.K., the PRA has identified Goldman Sachs Group
UK Limited (GSG UK), the parent company of GSI and
GSIB, as an O-SII but has not applied an O-SII buffer.

the

subject

finalized revisions

The Basel Committee has
to the
framework for calculating capital requirements for market
risk as part of its Fundamental Review of the Trading Book
(FRTB). These revisions are expected to increase market
risk capital requirements for most banking organizations
and large broker-dealers
to bank capital
requirements. The revised framework, among other things,
standardized and internal model-based
revises
approaches used to calculate market risk requirements and
clarifies the scope of positions subject to market risk capital
framework
requirements.
the
contemplates
revised framework by January 1, 2023. The U.S. federal
bank regulatory agencies have not yet proposed rules
implementing the revised framework. Under the CRR, E.U.
financial institutions commenced reporting their market
risk calculations under the revised framework in the third
quarter of 2021. U.K. authorities have not yet proposed
rules to implement this framework.

Basel
that national

Committee

implement

regulators

The

The Basel Committee published standards that it described
as the finalization of the Basel III post-crisis regulatory
reforms (Basel III Revisions). These standards set a floor on
internally modeled capital requirements at a percentage of
the capital requirements under the standardized approach.
They also revise the Basel Committee’s standardized and
internal model-based approaches for credit risk, provide a
new standardized approach for operational risk capital and
revise the frameworks for credit valuation adjustment
(CVA) risk. The Basel Committee framework contemplates
that national regulators implement these standards by
January 1, 2023, and that the new floor be phased in
the Basel
through January 1, 2028.
Committee finalized further revisions to the framework for
CVA risk, which are intended to align that framework with
the market risk framework.

In July 2020,

The U.S. federal bank regulatory authorities have not yet
proposed rules implementing the Basel III Revisions for
purposes of their risk-based capital ratios. The European
Commission proposed rules to implement the Basel III
Revisions in October 2021. The proposed E.U. rules
contemplate amendments to the CRR and the CRD,
referred to as CRR III and CRD VI, to take effect in
January 2025. The U.K. authorities have not yet released a
proposal on the Basel III Revisions.

The Basel Committee has also published an updated
securitization framework and a revised G-SIB assessment
methodology, but the U.S. federal bank regulatory agencies
have not yet proposed rules implementing them. The
updated securitization framework has been implemented in
the E.U. and U.K.

Leverage Ratios. Under the Capital Framework, we and
GS Bank USA are subject to Tier 1 leverage ratios and SLRs
established by the FRB. As a G-SIB, the SLR requirements
applicable to us include both a minimum requirement and a
buffer requirement, which operates in the same manner as
the risk-based buffer requirements described above. In
April 2018, the FRB and the OCC issued a proposed rule
which would (i) replace the current 2% SLR buffer for
G-SIBs, including us, with a buffer equal to 50% of their
G-SIB surcharge and (ii) revise the 6% SLR requirement for
Category I banks, such as GS Bank USA, to be “well
capitalized” with a requirement equal to 3% plus 50% of
their parent’s G-SIB surcharge. This proposal, together with
the adopted rule requiring use of SA-CCR for purposes of
calculating the SLR, would implement certain of
the
revisions to the leverage ratio framework published by the
Basel Committee in December 2017.

Goldman Sachs 2021 Form 10-K

13

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

GSBE and certain of our U.K. entities, including GSI and
GSIB, are also subject to requirements relating to leverage
ratios, which are generally based on the Basel Committee
leverage ratio standards.

See “Management’s Discussion and Analysis of Financial
Condition and Results of Operations — Capital
Management and Regulatory Capital” in Part II, Item 7 of
this Form 10-K and Note 20 to the consolidated financial
statements in Part II, Item 8 of this Form 10-K for
information about our and GS Bank USA’s Tier 1 leverage
ratios and SLRs, and GSI’s leverage ratio.

Liquidity Ratios. The Basel Committee’s framework for
liquidity risk measurement, standards and monitoring
requires banking organizations to measure their liquidity
against two specific liquidity tests: the Liquidity Coverage
Ratio (LCR) and the Net Stable Funding Ratio (NSFR).

The LCR rule issued by the U.S. federal bank regulatory
agencies and applicable to both us and GS Bank USA is
generally consistent with the Basel Committee’s framework
and is designed to ensure that a banking organization
maintains an adequate level of unencumbered, high-quality
liquid assets equal to or greater than the expected net cash
outflows under an acute short-term liquidity stress
scenario. We and GS Bank USA are required to maintain a
minimum LCR of 100%. See “Available Information”
below and “Management’s Discussion and Analysis of
Financial Condition and Results of Operations — Capital
Management and Regulatory Capital” in Part II, Item 7 of
this Form 10-K for information about our average daily
LCR.

GSBE is subject to the LCR rule issued by the European
Commission, and GSI and GSIB are subject to the U.K.
framework’s LCR rules. These rules are
prudential
generally
Basel Committee’s
consistent with
framework.

the

The NSFR is designed to promote medium- and long-term
stable funding of the assets and off-balance sheet activities
of banking organizations over a one-year time horizon. The
Basel Committee’s NSFR framework requires banking
organizations to maintain a minimum NSFR of 100%.

14

Goldman Sachs 2021 Form 10-K

The U.S. federal bank regulatory agencies issued a final
rule, which became effective in July 2021, implementing the
NSFR for large U.S. banking organizations, including us
and GS Bank USA. We will be required to publicly disclose
our quarterly average daily NSFR semiannually beginning
in 2023. The CRR implemented the NSFR for certain E.U.
financial
including GSBE, which became
effective in June 2021. The NSFR requirement implemented
in the U.K. became effective in January 2022 and is
applicable to both GSI and GSIB.

institutions,

and overall

The FRB’s enhanced prudential standards require BHCs
with $100 billion or more in total consolidated assets to
risk
comply with enhanced liquidity
management standards, which include maintaining a level
of highly liquid assets based on projected funding needs for
30 days, and increased involvement by boards of directors
in liquidity and overall risk management. Although the
liquidity requirement under these rules has some similarities
to the LCR, it is a separate requirement. GSBE also has its
own liquidity planning process, which incorporates
internally designed stress tests and those required under
German regulatory requirements and the ECB Guide to
Internal Liquidity Adequacy Assessment Process (ILAAP).
GSI and GSIB have their own liquidity planning processes,
which incorporate internally designed stress tests developed
in accordance with the guidelines of the PRA’s ILAAP.

and Results

See “Management’s Discussion and Analysis of Financial
of Operations — Risk
Condition
Management — Overview and Structure of Risk
Management” and “— Liquidity Risk Management” in
Part II, Item 7 of this Form 10-K for information about the
LCR and NSFR, as well as our risk management practices
and liquidity.

Stress Tests and Capital Planning. The FRB’s
Comprehensive Capital Analysis and Review (CCAR) is
designed to ensure that large BHCs, including us, have
sufficient capital to permit continued operations during
times of economic and financial stress. As required by the
FRB, we perform an annual capital stress test and
incorporate the results into an annual capital plan, which
we submit to the FRB for review. See “Management’s
Discussion and Analysis of Financial Condition and Results
of Operations — Risk Management — Overview and
Structure of Risk Management — Capital Risk
Management” in Part II, Item 7 of this Form 10-K for
further information about our annual capital plan. As
described in “Available Information” below, summary
results of the annual stress test are published on our
website.

capital

As part of the CCAR process, the FRB evaluates our plan to
make
of
macroeconomic and company-specific assumptions, based
on our and the FRB’s own stress tests.

distributions

across

range

a

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The FRB’s rule applicable to BHCs with $100 billion or
more in total consolidated assets, including us, replaced the
static 2.5% component of the capital conservation buffer
required under the Standardized Capital Rules with the
SCB. The SCB reflects stressed losses estimated under the
supervisory severely adverse scenario of the CCAR stress
tests, as calculated by the FRB, and includes four quarters
of planned common stock dividends. The SCB, which is
subject to a 2.5% floor, is generally effective on October 1
of each year and remains in effect until October 1 of the
following year, unless it is reset in connection with the
resubmission of a capital plan. See “Available Information”
below and “Management’s Discussion and Analysis of
Financial Condition and Results of Operations — Capital
Management and Regulatory Capital” in Part II, Item 7 of
this Form 10-K for
information about our SCB
requirement.

The final rule implementing the SCB requires a BHC to
receive the FRB’s approval
for any dividend, stock
repurchase or other capital distribution, other than a
capital distribution on a newly issued capital instrument, if
the BHC is required to resubmit its capital plan.

U.S. depository institutions with total consolidated assets of
$250 billion or more that are subsidiaries of U.S. G-SIBs are
required to submit annual company-run stress test results to
the FRB. As a result of recent growth in its balance sheet,
GS Bank USA will be required to submit its annual stress
test results in 2022. GSBE also has its own capital and stress
testing process, which incorporates internally designed
stress tests and those required under German regulatory
requirements and the ECB Guide to Internal Capital
Adequacy Assessment Process (ICAAP). In addition, GSI
and GSIB have their own capital planning and stress testing
processes, which incorporate internally designed stress tests
developed in accordance with the PRA’s ICAAP guidelines.

U.S. federal and state laws impose limitations on the
payment of dividends by U.S. depository institutions, such
as GS Bank USA. In general, the amount of dividends that
may be paid by GS Bank USA is limited to the lesser of the
amounts calculated under a recent earnings test and an
undivided profits test. Under the recent earnings test, a
dividend may not be paid if the total of all dividends
declared by the entity in any calendar year is in excess of the
current year’s net income combined with the retained net
income of the two preceding years, unless the entity obtains
regulatory approval. Under the undivided profits test, a
dividend may not be paid in excess of the entity’s undivided
profits (generally, accumulated net profits that have not
been paid out as dividends or transferred to surplus), unless
the entity receives regulatory and stockholder approval. As
a result of dividend payments from GS Bank USA to Group
in connection with the acquisition of GSBE in
Inc.
July 2021, GS Bank USA cannot currently declare any
dividends without regulatory approval.

The applicable U.S. banking regulators have authority to
prohibit or limit the payment of dividends if, in the banking
regulator’s opinion, payment of a dividend would
constitute an unsafe or unsound practice in light of the
financial condition of the banking organization.

Source of Strength. The Dodd-Frank Act requires BHCs
to act as a source of strength to their U.S. bank subsidiaries
and to commit capital and financial resources to support
those subsidiaries. This support may be required by the
FRB at times when BHCs might otherwise determine not to
provide it. Capital loans by a BHC to a U.S. subsidiary
bank are subordinate in right of payment to deposits and to
certain other indebtedness of the subsidiary bank. In
addition, if a BHC commits to a U.S. federal banking
agency that
its bank
subsidiary, whether in response to the FRB’s invoking its
source-of-strength authority or
in response to other
regulatory measures, that commitment will be assumed by
the bankruptcy trustee for the BHC and the bank will be
entitled to priority payment in respect of that commitment,
ahead of other creditors of the BHC.

it will maintain the capital of

Goldman Sachs 2021 Form 10-K

15

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Transactions Between Affiliates. Transactions between
GS Bank USA or its subsidiaries, including GSBE, and
Group Inc. or its other subsidiaries and affiliates are subject
to restrictions under
the Federal Reserve Act and
regulations issued by the FRB. These laws and regulations
generally limit the types and amounts of transactions (such
including credit
as loans and other credit extensions,
exposure arising from resale agreements,
securities
borrowing and derivative transactions, from GS Bank USA
or its subsidiaries to Group Inc. or its other subsidiaries and
affiliates and purchases of assets by GS Bank USA or its
subsidiaries from Group Inc. or its other subsidiaries and
affiliates) that may take place and generally require those
transactions, to the extent permitted, to be on market terms
or better to GS Bank USA or its subsidiaries. These laws
and regulations generally do not apply to transactions
between GS Bank USA and its subsidiaries. Similarly,
German regulatory requirements provide that certain
transactions between GSBE and GS Bank USA or its other
affiliates, including Group Inc., must be on market terms
and are subject to special internal approval requirements.
PRA rules provide similar requirements for transactions
between GSI and GSIB and their respective affiliates.

The BHC Act prohibits the FRB from requiring a payment
by a BHC subsidiary to a depository institution if the
functional regulator of
that subsidiary objects to the
payment. In that case, the FRB could instead require the
divestiture of
the depository institution and impose
operating restrictions pending the divestiture.

Resolution and Recovery Plans. We are required by the
FRB and the FDIC to submit a periodic plan for our rapid
and orderly resolution in the event of material financial
distress or failure (resolution plan). If these regulators
jointly determine that an institution has failed to remediate
identified shortcomings in its resolution plan or that its
resolution plan, after any permitted resubmission, is not
credible or would not facilitate an orderly resolution under
the U.S. Bankruptcy Code, they may jointly impose more
stringent capital,
leverage or liquidity requirements or
restrictions on growth, activities or operations, or may
jointly order the institution to divest assets or operations, in
order to facilitate orderly resolution in the event of failure.
The FRB and FDIC have a rule requiring U.S. G-SIBs to
submit resolution plans on a two-year cycle (alternating
between full and targeted submissions). We submitted our
2021 resolution plan, which was a targeted submission, in
June 2021. Our next required submission is a full
submission by July 1, 2023. See “Risk Factors — The
application of Group Inc.’s proposed resolution strategy
could result in greater losses for Group Inc.’s security
holders” in Part I, Item 1A of this Form 10-K and
“Available Information” in Part I, Item 1 of this Form 10-K
for further information about our resolution plan.

16

Goldman Sachs 2021 Form 10-K

We are also required by the FRB to submit, on a periodic
basis, a global recovery plan that outlines the steps that we
could take to reduce risk, maintain sufficient liquidity and
conserve capital in times of prolonged stress. Certain of our
to similar recovery plan
subsidiaries are also subject
requirements.

The FDIC has issued a rule requiring each insured
depository institution (IDI) with $50 billion or more in
assets, such as GS Bank USA, to provide a resolution plan.
Our resolution plan for GS Bank USA must, among other
things, demonstrate that it is adequately protected from
risks arising from our other entities. GS Bank USA’s most
recent resolution plan was submitted in June 2018. In
January 2021, the FDIC announced its intention to require
resolution plan submissions for IDIs with $100 billion or
more in assets, including GS Bank USA. In June 2021, the
FDIC issued guidance for those resolution plans. This
guidance splits covered IDIs into two groups for purposes
of the timing of resolution plan submissions, and GS Bank
USA is in the second group with a later submission date.

(ii)

The U.S. federal bank regulatory agencies have adopted
rules imposing restrictions on qualified financial contracts
(QFCs) entered into by G-SIBs. The rules are intended to
facilitate the orderly resolution of a failed G-SIB by limiting
the ability of the G-SIB to enter into a QFC unless (i) the
counterparty waives certain default rights in such contract
arising upon the entry of the G-SIB or one of its affiliates
the contract does not contain
into resolution,
enumerated prohibitions on the transfer of such contract
and/or any related credit enhancement, and (iii)
the
counterparty agrees that the contract will be subject to the
special resolution regimes set forth in the Dodd-Frank Act
orderly liquidation authority (OLA) and the Federal
Deposit Insurance Act of 1950 (FDIA), described below. GS
Bank USA has achieved compliance by adhering to the
International Swaps and Derivatives Association Universal
Resolution Stay Protocol (ISDA Universal Protocol) and
International Swaps and Derivatives Association 2018 U.S.
Resolution Stay Protocol (U.S. ISDA Protocol) described
below.

contracts

and securities

Certain of our subsidiaries also adhere to these protocols.
The ISDA Universal Protocol imposes a stay on certain
cross-default and early termination rights within standard
financing
ISDA derivative
transactions between adhering parties in the event that one
of them is subject to resolution in its home jurisdiction,
including a resolution under OLA or the FDIA in the U.S.
The U.S. ISDA Protocol, which was based on the ISDA
Universal Protocol, was
created to allow market
participants to comply with the final QFC rules adopted by
the federal bank regulatory agencies.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

financial

and powers

authorities with tools

The E.U. Bank Recovery and Resolution Directive (BRRD),
as amended by the BRRD II, establishes a framework for
the recovery and resolution of financial institutions in the
such as GSBE. The BRRD provides national
E.U.,
to
supervisory
pre-emptively address potential financial crises in order to
promote
stability and minimize taxpayers’
exposure to losses. The BRRD requires E.U. member states
to grant certain resolution powers to national and, where
relevant, E.U. resolution authorities, including the power to
impose a temporary stay and to recapitalize a failing entity
by writing down its unsecured debt or converting its
unsecured debt into equity. Financial institutions in the
E.U. must provide that contracts governed by non-E.U. law
recognize those temporary stay and bail-in powers unless
doing so would be impracticable. GSBE is under the direct
authority of the Single Resolution Board for resolution
planning. Regulatory authorities in the E.U. may require
financial institutions in the E.U., including subsidiaries of
non-E.U. groups, to submit recovery plans and to assist the
relevant resolution authority in constructing resolution
plans for the E.U. entities. GSBE’s primary regulator with
respect to recovery planning is the ECB, and it is also
regulated by BaFin and Deutsche Bundesbank.

the

and

authority,

substantially

The U.K. Special Resolution Regime confers substantially
the same powers on the Bank of England, as the U.K.
resolution
same
requirements on U.K. financial institutions. Further, certain
U.K. financial institutions, including GSI and GSIB, are
required to meet
the Bank of England’s expectations
contained in the U.K. Resolution Assessment Framework,
including with respect to loss absorbency, contractual stays,
operational continuity and funding in resolution. They are
also required by the PRA to submit solvent wind-down
plans on how they could be wound down in a stressed
environment. The PRA is also the regulatory authority in
the U.K. that supervises recovery planning, and GSI and
GSIB are each required to submit recovery plans to the
PRA.

implementation of

Total Loss-Absorbing Capacity (TLAC). The FRB has
the
issued a rule addressing U.S.
Financial Stability Board’s (FSB’s) TLAC principles and
term sheet on minimum TLAC requirements for G-SIBs.
The rule (i) establishes minimum TLAC requirements;
(ii) establishes minimum requirements for “eligible long-
term debt” (i.e., debt that is unsecured, has a maturity of at
least one year from issuance and satisfies certain additional
criteria);
company
transactions; and (iv) caps the amount of parent company
liabilities that are not eligible long-term debt.

prohibits

certain

parent

(iii)

The rule also prohibits a BHC that has been designated as a
U.S. G-SIB from (i) guaranteeing subsidiaries’ liabilities that
are subject to early termination provisions if the BHC
enters into an insolvency or receivership proceeding, subject
to an exception for guarantees permitted by rules of the U.S.
federal banking agencies imposing restrictions on QFCs;
(ii)
subsidiaries;
(iii) issuing short-term debt to third parties; or (iv) entering
into derivatives and certain other financial contracts with
external counterparties.

guaranteed by

incurring

liabilities

Additionally, the rule caps, at 5% of the value of the parent
company’s eligible TLAC,
the amount of unsecured
non-contingent third-party liabilities that are not eligible
long-term debt that could rank equally with or junior to
eligible long-term debt.

The FRB, the OCC and the FDIC issued a final rule,
effective April 1, 2021, requiring “Advanced approach”
banking organizations, such as us, to deduct from their own
regulatory capital certain investments above thresholds in
unsecured debt instruments issued by G-SIBs, including
those issued for purposes of satisfying TLAC requirements.

example,

The CRR and the BRRD are designed to, among other
things, implement the FSB’s minimum TLAC requirement
the CRR requires E.U.
for G-SIBs. For
subsidiaries of a non-E.U. G-SIB to meet internal TLAC
requirements if they exceed the threshold of 5% of the
G-SIB’s RWAs, operating income or leverage exposure.
GSBE does not currently exceed these thresholds. Under the
U.K.
financial services regime, GSG UK exceeds the
applicable thresholds and therefore, it is subject to internal
TLAC requirements.

intermediate holding company (E.U.

The CRD requires a non-E.U. group with more than
€40 billion of assets in the E.U., such as us, to establish an
E.U.
IHC) by
December 30, 2023 if it has, as in our case, two or more of
institution subsidiaries,
certain types of E.U. financial
including broker-dealers and banks. A non-E.U. group may
have two E.U. IHCs if a request for a second is approved.
The CRR requires E.U. IHCs to satisfy capital and liquidity
requirements, a minimum requirement for own funds and
eligible liabilities (MREL), and certain other prudential
requirements at a consolidated level. The U.K. has not
implemented the requirement for an IHC; however, the
PRA has introduced a requirement to approve or exempt
certain U.K. financial holding companies, including GSG
UK, which became effective in January 2022.

Goldman Sachs 2021 Form 10-K

17

Substantial differences in the rights of creditors exist
between OLA and the U.S. Bankruptcy Code, including the
right of the FDIC under OLA to disregard the strict priority
of creditor claims in some circumstances, the use of an
administrative claims procedure to determine creditors’
claims (as opposed to the judicial procedure utilized in
bankruptcy proceedings), and the right of the FDIC to
transfer claims to a “bridge” entity. In addition, OLA limits
the ability of creditors to enforce certain contractual cross-
defaults against affiliates of the institution in receivership.
The FDIC has issued a notice that it would likely resolve a
failed FHC by transferring its assets to a “bridge” holding
company under its “single point of entry” or “SPOE”
strategy pursuant to OLA.

Under the FDIA, if the FDIC is appointed as conservator or
receiver for an IDI such as GS Bank USA, upon its
insolvency or in certain other events, the FDIC has broad
powers, including the power:
‰ To transfer any of the IDI’s assets and liabilities to a new
including a newly formed “bridge” bank,
the depository institution’s
the approval of

obligor,
without
creditors;

‰ To enforce the IDI’s contracts pursuant to their terms
without regard to any provisions triggered by the
appointment of the FDIC in that capacity; or

‰ To repudiate or disaffirm any contract or lease to which
the IDI is a party, the performance of which is determined
by the FDIC to be burdensome and the repudiation or
disaffirmance of which is determined by the FDIC to
promote the orderly administration of the IDI.

In addition, the claims of holders of domestic deposit
liabilities and certain claims for administrative expenses
against an IDI would be afforded a priority over other
general unsecured claims, including deposits at non-U.S.
in the
branches and claims of debtholders of the IDI,
“liquidation or other resolution” of such an institution by
any receiver. As a result, whether or not the FDIC ever
sought to repudiate any debt obligations of GS Bank USA,
the debtholders (other than depositors at U.S. branches)
would be treated differently from, and could receive, if
anything, substantially less than, the depositors at U.S.
branches of GS Bank USA.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The BRRD II and the U.K. resolution regime subject
institutions to an MREL, which is generally consistent with
the FSB’s TLAC standard. In June 2018, the Bank of
England published a statement of policy on internal MREL,
which requires a material U.K. subsidiary of an overseas
banking group, such as GSI, to meet a minimum internal
MREL requirement to facilitate the transfer of losses to its
resolution entity, which for GSI
is Group Inc. The
transitional minimum internal MREL requirement became
fully effective on January 1, 2022. In order to comply with
the MREL statement of policy, we have provided the Bank
of England the right to exercise bail-in triggers over certain
debt
intercompany
instruments issued by GSI. These triggers enable the Bank
of England to write down such instruments or convert such
instruments to equity. The triggers can be exercised by the
Bank of England if it determines that GSI has reached the
point of non-viability and the FRB and the FDIC have not
objected to the bail-in or if Group Inc. enters bankruptcy or
similar proceedings.

regulatory

capital

senior

and

Insolvency of a BHC or IDI. The Dodd-Frank Act created
a resolution regime, OLA, for BHCs and their affiliates that
are systemically important. Under OLA, the FDIC may be
appointed as receiver for the systemically important
institution and its failed non-bank subsidiaries if, upon the
recommendation of
the U.S.
applicable
Secretary of the Treasury determines, among other things,
that the institution is in default or in danger of default, that
the institution’s failure would have serious adverse effects
on the U.S. financial system and that resolution under OLA
would avoid or mitigate those effects.

regulators,

If the FDIC is appointed as receiver under OLA, then the
powers of the receiver, and the rights and obligations of
creditors and other parties who have dealt with the
institution, would be determined under OLA, and not
under the bankruptcy or insolvency law that would
otherwise apply. The powers of the receiver under OLA are
generally based on the powers of the FDIC as receiver for
depository institutions under the FDIA, described below.

18

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Deposit Insurance. Deposits at GS Bank USA have the
benefit of FDIC insurance up to the applicable limits. The
FDIC’s Deposit Insurance Fund is funded by assessments on
IDIs. GS Bank USA’s assessment (subject to adjustment by
is currently based on its average total
the FDIC)
consolidated assets less its average tangible equity during
the assessment period, its supervisory ratings and specified
forward-looking financial measures used to calculate the
assessment rate. The deposits of GSBE are covered by the
German statutory deposit protection program to the extent
provided by law.
In addition, GSBE has elected to
participate in the German voluntary deposit protection
program which provides insurance for certain eligible
deposits not covered by the German statutory deposit
program. Deposits at GSIB are covered by the U.K.
Financial Services Compensation Scheme up to the
applicable limits.

Prompt Corrective Action. The U.S. Federal Deposit
Insurance Corporation Improvement Act of 1991 (FDICIA)
requires the U.S. federal bank regulatory agencies to take
“prompt corrective action” in respect of depository
institutions that do not meet specified capital requirements.
FDICIA establishes five capital categories for FDIC-insured
banks, such as GS Bank USA: well-capitalized, adequately
capitalized, undercapitalized, significantly undercapitalized
and critically undercapitalized.

An institution may be downgraded to, or deemed to be in, a
capital category that is lower than is indicated by its capital
ratios if it is determined to be in an unsafe or unsound
condition or if it receives an unsatisfactory examination
rating with respect to certain matters. FDICIA imposes
progressively more restrictive constraints on operations,
management and capital distributions, as the capital
category of an institution declines. Failure to meet the
capital requirements could also require a depository
institution
critically
undercapitalized institutions are subject to the appointment
of a receiver or conservator, as described in “Insolvency of
an IDI or a BHC” above.

capital. Ultimately,

raise

to

The prompt corrective action regulations do not apply to
BHCs. However, the FRB is authorized to take appropriate
action at the BHC level, based upon the undercapitalized
status of the BHC’s depository institution subsidiaries. In
certain instances, relating to an undercapitalized depository
institution subsidiary, the BHC would be required to
guarantee
the undercapitalized
subsidiary’s capital restoration plan and might be liable for
civil money damages for failure to fulfill its commitments
on that guarantee. Furthermore,
the
bankruptcy of the BHC, the guarantee would take priority
over the BHC’s general unsecured creditors, as described in
“Source of Strength” above.

the performance of

in the event of

Volcker Rule and Other Restrictions on Activities. As a
BHC, we are subject to limitations on the types of business
activities in which we may engage.

Volcker Rule. The Volcker Rule prohibits “proprietary
trading,” but permits activities such as underwriting,
market making and risk-mitigation hedging, requires an
extensive compliance program and includes additional
reporting and record-keeping requirements.

In addition, the Volcker Rule limits the sponsorship of, and
investment in, “covered funds” (as defined in the rule) by
banking entities, including us. It also limits certain types of
transactions between us and our sponsored and advised
funds, similar to the limitations on transactions between
depository institutions and their affiliates. Covered funds
include our private equity funds, certain of our credit and
real estate funds, our hedge funds and certain other
investment structures. The limitation on investments in
covered funds requires us to limit our investment in each
such fund to 3% or less of the fund’s net asset value, and to
limit our aggregate investment in all such funds to 3% or
less of our Tier 1 capital.

The FRB has extended the conformance period to July 2022
for our investments in, and relationships with, certain
legacy “illiquid funds” (as defined in the Volcker Rule) that
were in place prior to December 2013. See Note 8 to the
consolidated financial statements in Part II, Item 8 of this
Form 10-K for further information about our investments
in such funds.

Other Restrictions. FHCs generally can engage in a
broader range of financial and related activities than are
otherwise permissible for BHCs as long as they continue to
meet the eligibility requirements for FHCs. The broader
range of permissible
includes
activities
underwriting, dealing and making markets in securities and
making investments in non-FHCs (merchant banking
activities). In addition, certain FHCs, including us, are
permitted to engage in certain commodities activities in the
U.S. that may otherwise be impermissible for BHCs, so long
as the assets held pursuant to these activities do not equal
5% or more of their consolidated assets.

for FHCs

The FRB, however, has the authority to limit an FHC’s
ability to conduct activities that would otherwise be
permissible, and will likely do so if the FHC does not
satisfactorily meet certain requirements of the FRB. For
example, if an FHC or any of its U.S. depository institution
subsidiaries ceases to maintain its status as well-capitalized
or well-managed, the FRB may impose corrective capital
and/or managerial requirements, as well as additional
limitations or conditions. If the deficiencies persist, the FHC
may be required to divest its U.S. depository institution
subsidiaries or to cease engaging in activities other than the
business of banking and certain closely related activities.

Goldman Sachs 2021 Form 10-K

19

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

If any IDI subsidiary of an FHC fails to maintain at least a
“satisfactory” rating under the Community Reinvestment
Act, the FHC would be subject to restrictions on certain
new activities and acquisitions.

In addition, we are required to obtain prior FRB approval
before certain acquisitions and before engaging in certain
banking and other financial activities both within and
outside the U.S.

including, among other

The FRB issued a proposed rule in September 2016 which,
if adopted, would impose new requirements on the physical
commodity activities and certain merchant banking
things,
activities of FHCs,
additional capital
stringent quantitative
limits on permissible physical trading activity, and new
public reporting requirements. At that time, the FRB
recommended that Congress repeal authorities for FHCs to
engage in merchant banking activities and for certain FHCs
to engage in certain otherwise impermissible commodities
activities.

requirements,

U.S. G-SIBs, like us, are also required to comply with a rule
regarding single counterparty credit limits, which imposes
more stringent requirements for credit exposures among
major financial
institutions. The Dodd-Frank Act also
early remediation
requires
requirements, which were proposed in 2011 but not
finalized.

the FRB to implement

The New York State banking law imposes lending limits
(which take into account credit exposure from derivative
transactions) and other requirements that could impact the
manner and scope of GS Bank USA’s activities.

The U.S. federal bank regulatory agencies have issued
guidance that focuses on transaction structures and risk
management
frameworks and that outlines high-level
principles for safe-and-sound leveraged lending, including
underwriting standards, valuation and stress testing. This
guidance has, among other things, limited the percentage
amount of debt that can be included in certain transactions.

Prohibited

As a German credit institution, GSBE will become subject
to Volcker Rule-type prohibitions under German banking
law and regulations once its financial assets exceed certain
thresholds.
include
proprietary trading, certain types of high-frequency trading
and certain types of lending and guarantee businesses with
defined prohibited counterparties, such as hedge funds and
other highly leveraged funds, unless an exclusion or an
exemption applies. See “Volcker Rule” above for further
information.

activities will

then

20

Goldman Sachs 2021 Form 10-K

U.K. banks that have over £25 billion of core retail deposits
are required to separate their retail banking services from
their
investment and international banking activities,
commonly known as “ring-fencing.” GSIB is not currently
subject to the ring-fencing requirement, and if it were to
become subject to it, GSIB would need to make significant
operational and structural changes.

Broker-Dealer and Securities Regulation
Our broker-dealer subsidiaries are subject to regulations
that cover all aspects of the securities business, including
sales methods, trade practices, the use and safekeeping of
clients’
funds and securities, capital structure, record-
the financing of clients’ purchases, and the
keeping,
conduct of directors, officers and employees. In the U.S., the
SEC is the federal agency responsible for the administration
of the federal securities laws. GS&Co. is registered as a
broker-dealer, a securities-based swap dealer, a municipal
advisor and an investment adviser with the SEC and as a
broker-dealer in all 50 states and the District of Columbia.
U.S. self-regulatory organizations, such as FINRA and the
NYSE, adopt rules that apply to, and examine, broker-
dealers such as GS&Co.

U.S. state securities and other U.S. regulators also have
regulatory or oversight authority over GS&Co. For a
description of net capital requirements applicable to
GS&Co., see “Management’s Discussion and Analysis of
Financial Condition and Results of Operations — Capital
Management and Regulatory Capital — U.S. Regulated
Broker-Dealer Subsidiaries” in Part II, Item 7 of this
Form 10-K.

The SEC issued a proposed rule in November 2021 which,
if adopted, would require lenders of securities to provide
the material terms of securities lending transactions to a
registered national securities association, such as FINRA.

In Europe, we provide broker-dealer services, including
through GSBE (which is a credit institution), GSPIC and
GSI, that are subject to oversight by European and national
regulators. These services are regulated in accordance with
E.U., U.K. and national laws and regulations. These laws
require, among other things, compliance with certain
capital adequacy and liquidity standards,
customer
protection requirements and market conduct and trade
reporting rules. Certain of our European subsidiaries are
and
the
also
commodities exchanges of which they are members.

derivatives

securities,

regulated

by

GSJCL, our regulated Japanese broker-dealer, is subject to
capital requirements imposed by Japan’s Financial Services
Agency. GSJCL is also regulated by the Tokyo Stock
Exchange, the Bank of Japan and the Ministry of Finance,
among others.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The Securities and Futures Commission in Hong Kong, the
China Securities Regulatory Commission, the Reserve Bank
of India, the Securities and Exchange Board of India, the
Australian Securities and Investments Commission, the
Australian Securities Exchange, the Monetary Authority of
Singapore, the Korean Financial Supervisory Service and
the Central Bank of Brazil, among others, regulate various
of our subsidiaries and also have capital standards and
other requirements comparable to the rules of the U.S.
regulators.

Our exchange-based market-making activities are subject
to extensive regulation by a number of securities exchanges.
As a market maker on exchanges, we are required to
maintain orderly markets in the securities to which we are
assigned.

In the E.U. and the U.K., the European Markets in Financial
Instruments Directive (MiFID II) includes extensive market
structure reforms, such as the establishment of new trading
venue categories for the purposes of discharging the
obligation to trade OTC derivatives on a trading platform
and enhanced pre- and post-trade transparency covering a
wider range of financial instruments. In equities, MiFID II
introduced volume caps on non-transparent
liquidity
trading for trading venues, limited the use of broker-dealer
crossing networks and created a new regime for systematic
internalizers, which are investment firms that execute client
transactions outside a trading venue. Additional control
requirements were introduced for algorithmic trading, high
frequency
access.
Commodities trading firms are required to calculate their
positions and adhere to specific position limits. Other
reforms
the
publication of best execution data by investment firms and
trading venues, transparency on costs and charges of service
to investors, changes to the way investment managers can
pay for the receipt of investment research, rules limiting the
payment and receipt of soft commissions and other forms
of inducements, and mandatory unbundling for broker-
dealers between execution and other major services.

include enhanced transaction reporting,

electronic

trading

direct

and

The SEC requires broker-dealers to act in the best interest of
their customers. Additionally, SEC rules require broker-
dealers to provide a standardized, short-form disclosure
highlighting services offered, applicable standards of
conduct, fees and costs, the differences between brokerage
and advisory services, and any conflicts of interest. Several
states have adopted or proposed adopting uniform
fiduciary duty standards applicable to broker-dealers.

The SEC, FINRA and regulators in various non-U.S.
jurisdictions have
imposed both conduct-based and
disclosure-based requirements with respect to research
reports and research analysts and may impose additional
regulations.

initiates

GS&Co., GS Bank USA and other U.S. subsidiaries are also
subject to rules adopted by U.S. federal agencies pursuant
to the Dodd-Frank Act that require any person who
certain asset-backed securities
organizes or
transactions to retain a portion (generally, at least five
percent) of any credit risk that the person conveys to a third
party. For certain securitization transactions, retention by
requirement.
third-party purchasers may satisfy this
Certain of our non-U.S. subsidiaries, including GSI, are
subject to risk retention requirements in connection with
securitization activities.

Swaps, Derivatives and Commodities Regulation
The commodity futures, commodity options and swaps
industry in the U.S. is subject to regulation under the U.S.
Commodity Exchange Act (CEA). The CFTC is the U.S.
federal agency charged with the administration of the CEA.
In addition, the SEC is the U.S. federal agency charged with
the regulation of security-based swaps. The rules and
regulations of various self-regulatory organizations, such as
the Chicago Mercantile Exchange, other futures exchanges
and the National Futures Association, also govern
commodity futures,
commodity options and swaps
activities.

The terms “swaps” and “security-based swaps” include a
wide variety of derivative instruments in addition to those
conventionally referred to as swaps (including certain
forward contracts and options), and relate to a wide variety
of underlying assets or obligations, including currencies,
commodities,
interest or other monetary rates, yields,
indices, securities, credit events, loans and other financial
obligations.

Goldman Sachs 2021 Form 10-K

21

The CFTC and the SEC have adopted rules relating to
cross-border regulation of swaps, securities-based swaps,
business conduct and registration requirements. The CFTC
and the SEC have entered into agreements with certain
non-U.S. regulators regarding the cross-border regulation
of derivatives and the mutual recognition of cross-border
execution facilities and clearing houses, and have approved
substituted compliance with certain non-U.S. regulations
related to certain business conduct requirements and
margin rules. The U.S. prudential regulators have not yet
made a determination with respect
to substituted
compliance for transactions subject to non-U.S. margin
rules.

Similar types of regulation have been proposed or adopted
in jurisdictions outside the U.S., including in the E.U. and
Japan. Under
Infrastructure
the European Market
Regulation (EMIR), for example, the E.U. and the U.K.
have established regulatory requirements
relating to
portfolio reconciliation and reporting, clearing certain
OTC derivatives and margining for uncleared derivatives
activities. In addition, under the European Markets in
Financial
and Regulation,
transactions in certain types of derivatives are required to
be executed on regulated platforms or exchanges.

Instruments Directive

The CFTC has adopted rules that limit the size of positions
in physical commodity derivatives that can be held by any
entity, or any group of affiliates or other parties trading
under common ownership or control. Swap dealers may
currently claim an exemption from the position limits for
the bona fide hedging of swap-related risks, but this
exemption will be eliminated in 2023. The CFTC position
limits apply to futures on physical commodities and options
on such futures, and these limits apply to both physically
and cash settled positions. In addition, in 2023, the position
limit rules will become applicable to swaps that are
economically equivalent to such futures and options. The
position limit rules initially impose limits in the spot month
only (i.e., during the delivery period for the physical
commodities, which is typically a period of several days).
CFTC spot and non- spot month limits will continue to
apply to futures on certain legacy agricultural commodities,
and it is possible that non-spot month limits will at some
point be adopted for other categories of commodities.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

CFTC rules require registration of swap dealers, mandatory
clearing and execution of interest rate and credit default
swaps and real-time public reporting and adherence to
business conduct standards for all
in-scope swaps. A
number of these requirements, particularly those regarding
recordkeeping and reporting, also apply to transactions
that do not involve a registered swap dealer. GS&Co. and
other subsidiaries, including GS Bank USA, GSBE, GSI and
J. Aron, are registered with the CFTC as swap dealers.
CFTC rules establishing capital requirements for swap
dealers that are not subject to the capital rules of a
prudential regulator, such as the FRB, became effective in
October 2021. The CFTC has also adopted financial
reporting requirements for covered swap entities and
amended existing capital rules for CFTC-registered futures
commission merchants
capital
requirements for proprietary positions in swaps and
security-based swaps that are not cleared by a clearing
organization. Certain of our registered swap dealers,
including J. Aron, are subject to the CFTC’s capital
requirements.

to provide

explicit

Our affiliates registered as swap dealers are subject to the
margin rules issued by the CFTC (in the case of our
non-bank swap dealers) and the FRB (in the case of GS
Bank USA and GSBE). The rules for variation margin have
become effective, and those for initial margin are in the
process of being phased in through September 2022,
depending on certain activity levels of the swap dealer and
the relevant counterparty. Inter-affiliate transactions under
the CFTC and FRB margin rules are generally exempt from
initial margin requirements.

SEC rules govern the registration and regulation of security-
based swap dealers. Security-based swaps are defined as
swaps on single securities, single loans or narrow-based
baskets or indices of securities. The SEC has adopted a
number of rules for security-based swap dealers, including
(i) capital, margin and segregation requirements; (ii) record-
keeping, financial reporting and notification requirements;
(iii) business conduct standards; (iv) regulatory and public
trade reporting; and (v) the application of risk mitigation
techniques to uncleared portfolios of security-based swaps.
The compliance date for these SEC rules, as well as SEC
rules addressing registration requirements and business
conduct standards, was generally October 2021. In the
fourth quarter of 2021, certain of our subsidiaries,
including GS&Co., registered with the SEC as security-
based swap dealers and became subject to the SEC’s
regulations regarding security-based swaps. The SEC has
recently proposed additional regulations regarding security-
based swaps that would, among other things, require public
reporting of large positions in security-based swaps.

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Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

J. Aron is authorized by the U.S. Federal Energy Regulatory
Commission (FERC) to sell wholesale physical power at
market-based rates. As
a FERC-authorized power
marketer, J. Aron is subject to regulation under the U.S.
Federal Power Act and FERC regulations and to the
oversight of FERC. As a result of our investing activities,
Group Inc. is also an “exempt holding company” under the
U.S. Public Utility Holding Company Act of 2005 and
applicable FERC rules.

and

are
subject
governmental

activities, we
other

In addition, as a result of our power-related and
to energy,
commodities
environmental
and
laws
regulations, as described in “Risk Factors — Our
commodities
physical
commodities activities, subject us to extensive regulation
and
including
environmental, reputational and other risks, that may
expose us to significant liabilities and costs” in Part I,
Item 1A of this Form 10-K.

particularly

activities,

potential

involve

certain

risks,

our

is

GS&Co.
registered with the CFTC as a futures
commission merchant, and several of our subsidiaries,
including GS&Co., are registered with the CFTC and act as
commodity pool operators and commodity trading
advisors. Goldman Sachs Financial Markets, L.P.
is
registered with the SEC as an OTC derivatives dealer.

Asset Management and Wealth Management
Regulation
Our asset management and wealth management businesses
are subject to extensive oversight by regulators around the
world relating to, among other things, the fair treatment of
clients, safeguarding of client assets, offerings of funds,
marketing activities, transactions among affiliates and our
management of client funds.

Interpretations issued by the SEC clarify the SEC’s views of
the existing fiduciary duty owed by investment advisers to
their clients. Additionally, SEC rules require investment
advisers to provide a standardized, short-form disclosure
highlighting services offered, applicable standards of
conduct, fees and costs, the differences between brokerage
and advisory services, and any conflicts of interest. Several
states have adopted or proposed adopting uniform
fiduciary duty standards applicable to advisers.

Certain of our European subsidiaries, including GSBE in
the E.U. and GSAMI in the U.K., are subject to MiFID II
and/or related regulations (including the U.K. legislation
making such regulations part of U.K. law), which govern
the approval, organizational, marketing and reporting
requirements of U.K. or E.U.-based investment managers
and the ability of investment fund managers located outside
the E.U. or the U.K. to access those markets. Our asset
management business in the U.K. and the E.U. significantly
depends on our ability to delegate parts of our activities to
other affiliates.

On January 1, 2022, GSAMI became subject to a new
prudential regime for U.K. investment firms, the Investment
the
Firms Prudential Regime (IFPR), which governs
prudential
firms
prudentially regulated by the FCA.

requirements

investment

for U.K.

Consumer Regulation
Our U.S. consumer-oriented activities are subject
to
supervision and regulation by the CFPB with respect to
federal consumer protection laws, including laws relating to
fair lending and the prohibition of unfair, deceptive or
abusive acts or practices in connection with the offer, sale
or provision of consumer financial products and services.
Our consumer-oriented activities are also subject to various
state and local consumer protection laws, rules and
regulations, which, among other things, impose obligations
relating to marketing, origination, servicing and collections
activities in our consumer businesses. Many of these laws,
rules and regulations also apply to our small business
lending activities, which are also subject to supervision and
regulation by federal and state regulators. In addition, our
U.K. consumer deposit-taking activities are subject to
consumer protection regulations.

Compensation Practices
Our compensation practices are subject to oversight by the
FRB and, with respect to some of our subsidiaries and
employees, by other regulatory bodies worldwide.

(i)

that

to incentive

are designed to encourage

The FSB has released standards for implementation by local
sound
regulators
compensation practices at banks and other financial
companies. The U.S. federal bank regulatory agencies have
also provided guidance designed to ensure that incentive
compensation arrangements at banking organizations take
into account risk and are consistent with safe and sound
practices. The guidance sets forth the following three key
compensation
principles with respect
should provide
the arrangements
arrangements:
employees with incentives that appropriately balance risk
and financial results in a manner that does not encourage
employees to expose their organizations to imprudent risk;
(ii) the arrangements should be compatible with effective
controls and risk management; and (iii) the arrangements
should be supported by strong corporate governance. The
guidance provides that supervisory findings with respect to
as
incentive
appropriate, into the organization’s supervisory ratings,
which can affect its ability to make acquisitions or perform
other actions. The guidance also notes that enforcement
actions may be taken against a banking organization if its
incentive compensation arrangements or
related risk
management, control or governance processes pose a risk to
the organization’s safety and soundness.

compensation will

incorporated,

be

Goldman Sachs 2021 Form 10-K

23

The Anti-Money Laundering Act of 2020 (AMLA), which
amends the BSA, was enacted in January 2021. The AMLA
is intended to comprehensively reform and modernize U.S.
anti-money laundering laws. Among other things, the
AMLA codifies a risk-based approach to anti-money
laundering compliance for financial institutions; requires
the U.S. Department of
the Treasury to promulgate
priorities for anti-money laundering and countering the
financing of terrorism policy; requires the development of
standards by the U.S. Department of the Treasury for
testing technology and internal processes
for BSA
compliance; expands enforcement- and investigation-
related authority, including a significant expansion in the
available sanctions for certain BSA violations; and expands
BSA whistleblower incentives and protections. Many of the
statutory provisions in the AMLA will require additional
rulemakings, reports and other measures, and the impact of
the AMLA will depend on, among other things, rulemaking
and implementation guidance. In June 2021, the Financial
Crimes Enforcement Network (FinCEN), a bureau of the
U.S. Department of Treasury, issued the priorities for anti-
money laundering and countering the financing of
terrorism policy, as required under the AMLA. The
priorities
terrorist
financing, fraud, transnational crime, drug trafficking,
human trafficking and proliferation financing.

cybercrime,

corruption,

include:

to

and

laundering

anti-money

We are subject to other laws and regulations worldwide
relating
financial
transparency, including the E.U. Anti-Money Laundering
Directives. In addition, we are subject to the U.S. Foreign
Corrupt Practices Act (FCPA), the U.K. Bribery Act and
other laws and regulations worldwide regarding corrupt
and illegal payments, or providing anything of value, for
the benefit of government officials and others. The scope of
the types of payments or other benefits covered by these
laws is very broad. These laws and regulations include
requirements relating to the identification of clients,
monitoring for and reporting suspicious transactions,
monitoring direct and indirect payments to politically
exposed persons, providing information to regulatory
authorities and law enforcement agencies, and sharing
information with other financial institutions.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The Dodd-Frank Act requires U.S. financial regulators,
including the FRB and SEC, to adopt rules on incentive-
based payment arrangements at specified regulated entities
having at least $1 billion in total assets. The U.S. financial
regulators proposed revised rules in 2016, which have not
been finalized.

The NYDFS’ guidance emphasizes that any incentive
compensation arrangements tied to employee performance
indicators at banking institutions regulated by the NYDFS,
including GS Bank USA, must be subject to effective risk
management, oversight and control.

In the E.U., certain provisions in the CRR and CRD are
designed to meet the FSB’s compensation standards. These
provisions limit the ratio of variable to fixed compensation
of all employees at GSBE and of certain employees at our
other operating subsidiaries in the E.U., including those
employees identified as having a material impact on the risk
profile of regulated entities. CRR II and CRD V amended
including, by increasing
certain aspects of these rules,
periods.
compensation
minimum variable
Substantially similar requirements apply in the U.K. in
relation to GSI and GSIB.

deferral

The E.U. has also introduced rules regulating compensation
for certain persons providing services to certain investment
funds.

Anti-Money Laundering and Anti-Bribery Rules and
Regulations
The U.S. Bank Secrecy Act, as amended (BSA), including by
the USA PATRIOT Act of 2001, contains anti-money
laundering and financial transparency laws and authorizes
or mandates the promulgation of various regulations
applicable to financial institutions, including standards for
verifying client identification at account opening, and
obligations to monitor client
transactions and report
suspicious activities. Through these and other provisions,
to promote the
the BSA seeks, among other things,
identification of parties that may be involved in terrorism,
money laundering or other suspicious activities.

24

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

the Personal

to numerous

Privacy and Cyber Security Regulation
Our businesses are subject
laws and
regulations relating to the privacy of information regarding
clients, employees and others. These include the GLB Act,
the E.U.’s General Data Protection Regulation (GDPR), the
U.K.’s Data Protection Act 2018, the Japanese Personal
Information Protection Act,
Information
Protection Law of the People’s Republic of China (PIPL),
the Hong Kong Personal Data (Privacy) Ordinance, and the
California Consumer Privacy Act of 2018 (CCPA). The
GDPR has heightened our privacy compliance obligations,
impacted certain of our businesses’ collection, processing
and retention of personal data and imposed strict standards
for reporting data breaches. The GDPR also provides for
significant penalties for non-compliance. In addition, the
CCPA imposes compliance obligations with regard to the
collection, use and disclosure of personal information. The
CCPA was amended in 2020 by the California Privacy
Rights Act
(CPRA), which, among other things, will
expand the scope of data subject to the CCPA when the
CPRA becomes effective on January 1, 2023. In addition,
several other states and non-U.S. jurisdictions have enacted,
or are proposing, privacy and data protection laws similar
to the GDPR and the CCPA. The PIPL, which went into
effect on November 1, 2021, limits the legal bases for
processing personal
information, contains heightened
notice and consent requirements for the handling of certain
types of personal information and imposes special cross-
border data transfer rules under certain circumstances.

The NYDFS also requires financial institutions regulated by
the NYDFS, including GS Bank USA, to, among other
things, (i) establish and maintain a cyber security program
integrity and
designed to ensure the confidentiality,
availability of their information systems; (ii) implement and
maintain a written cyber security policy setting forth
policies and procedures
their
for
information systems and nonpublic information; and
(iii) designate a Chief Information Security Officer.

the protection of

In November 2021, the U.S. federal bank regulatory
agencies adopted a rule regarding notification requirements
for banking organizations related to significant computer-
security incidents. Under the final rule, a BHC or state
member bank, such as Group Inc. or GS Bank USA, is
required to notify its primary regulator within 36 hours of
incidents that have materially disrupted or degraded, or are
reasonably likely to materially disrupt or degrade, the
banking organization’s ability to deliver services to a
material portion of
jeopardize the
viability of key operations of the banking organization, or
pose a threat to the financial stability of the United States.
The rule is effective April 1, 2022, with compliance
required by May 1, 2022.

its customer base,

Information about our Executive Officers

Set forth below are the name, age, present title, principal
occupation and certain biographical information for the
executive officers who have been appointed by, and serve at
the pleasure of, Group Inc.’s Board.

has

been Global Treasurer

Philip R. Berlinski, 45
Mr. Berlinski
since
October 2021; he also serves as Chief Executive Officer of
Goldman Sachs Bank USA. He had previously served as
Chief Operating Officer of Global Equities from May 2019.
Prior to that, he was Co-Head of Global Equities Trading
and Execution Services from September 2016 to May 2019.

Denis P. Coleman III, 48
Mr. Coleman has been Chief Financial Officer since
January 2022. He had previously served as Deputy Chief
Financial Officer from September 2021 and, prior to that,
Co-Head of the Global Financing Group from June 2018 to
September 2021. From 2016 to June 2018, he was Head of
the EMEA Financing Group, and from 2009 to 2016 he
was Head of EMEA Credit Finance in London.

Sheara J. Fredman, 46
Ms. Fredman has been Controller and Chief Accounting
Officer since November 2019. She had previously served as
Head of Regulatory Controllers from September 2017 and,
prior to that, she had served as Global Product Controller.

Brian J. Lee, 55
Mr. Lee has been Chief Risk Officer since November 2019.
He had previously served as Controller and Chief
Accounting Officer from March 2017 and, prior to that, he
had served as Deputy Controller from 2014.

Ericka T. Leslie, 51
Ms. Leslie has been Chief Administrative Officer since
February 18, 2022. She had previously served as Global
Head of Operations and Platform Engineering for the
Global Markets Division from March 2020, as Global
Head of Operations for the Securities Division from
January 2019 and as Head of Global Operations for the
Commodities business from September 2008.

John F.W. Rogers, 65
Mr. Rogers has been an Executive Vice President since
April 2011 and Chief of Staff and Secretary to the Board
since December 2001.

Goldman Sachs 2021 Form 10-K

25

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Kathryn H. Ruemmler, 50
Ms. Ruemmler has been the Chief Legal Officer, General
Counsel and Secretary since March 2021, and was
previously Global Head of Regulatory Affairs
from
April 2020. From June 2014 to April 2020, Ms. Ruemmler
was a Litigation Partner at Latham & Watkins LLP, a
global law firm, where she was Global Chair of the White
Collar Defense and Investigations practice.

David Solomon, 60
Mr. Solomon has been Chairman of the Board since
January 2019 and Chief Executive Officer and a director
since October 2018. He had previously served as President
from
and Chief
January 2017 and Co-Head of the Investment Banking
Division from July 2006 to December 2016.

or Co-Chief Operating Officer

John E. Waldron, 52
Mr. Waldron has been President and Chief Operating
Officer since October 2018. He had previously served as
Co-Head of
the Investment Banking Division from
December 2014. Prior to that he was Global Head of
Investment Banking Services/Client Coverage for
the
Investment Banking Division and had oversight of the
Investment Banking Services Leadership Group, and from
2007 to 2009 was Global Co-Head of the Financial
Sponsors Group.

Available Information

Our internet address is www.goldmansachs.com and the
investor relations section of our website is located at
www.goldmansachs.com/investor-relations, where we
make available, free of charge, our annual reports on
Form 10-K, quarterly reports on Form 10-Q and current
reports on Form 8-K and amendments to those reports filed
or furnished pursuant to Section 13(a) or 15(d) of the
Exchange Act, as well as proxy statements, as soon as
reasonably practicable after we electronically file such
material with, or furnish it to, the SEC. Also posted on our
website, and available in print upon request of any
shareholder to our Investor Relations Department (Investor
Relations), are our certificate of incorporation and by-laws,
charters for our Audit, Risk, Compensation, Corporate
Governance and Nominating, and Public Responsibilities
Committees, our Policy Regarding Director Independence
Determinations, our Policy on Reporting of Concerns
Regarding Accounting and Other Matters, our Corporate
Governance Guidelines and our Code of Business Conduct
and Ethics governing our directors, officers and employees.
Within the time period required by the SEC, we will post on
our website any amendment to the Code of Business
Conduct and Ethics and any waiver applicable to any
executive officer, director or senior financial officer.

26

Goldman Sachs 2021 Form 10-K

Our website also includes information about (i) purchases
and sales of our equity securities by our executive officers
and directors; (ii) disclosure relating to certain non-GAAP
financial measures (as defined in the SEC’s Regulation G)
that we may make public orally, telephonically, by webcast,
by broadcast or by other means; (iii) DFAST results; (iv) the
public portion of our resolution plan submission; (v) our
Pillar 3 disclosure; (vi) our average daily LCR; (vii) our
People Strategy Report; (viii) our Sustainability Report; and
(ix) our Task Force on Climate-Related Financial
Disclosures (TCFD) Report.

Investor Relations,

Investor Relations can be contacted at The Goldman Sachs
Group, Inc., 200 West Street, 29th Floor, New York, New
York 10282, Attn:
telephone:
212-902-0300, e-mail: gs-investor-relations@gs.com. We
use the following, as well as other social media channels, to
disclose public information to investors, the media and
others:
‰ Our website (www.goldmansachs.com);
‰ Our Twitter account (twitter.com/GoldmanSachs); and
‰ Our Instagram account (instagram.com/GoldmanSachs).

Our officers may use similar social media channels to disclose
public information. It is possible that certain information we
or our officers post on our website and on social media could
be deemed material, and we encourage investors, the media
and others interested in Goldman Sachs to review the business
and financial information we or our officers post on our
website and on the social media channels identified above. The
information on our website and those social media channels is
not incorporated by reference into this Form 10-K.

Forward-Looking Statements

We have included in this Form 10-K, and our management
may make, statements that may constitute “forward-looking
statements” within the meaning of the safe harbor provisions
of the U.S. Private Securities Litigation Reform Act of 1995.
facts or
Forward-looking statements are not historical
statements of current conditions, but instead represent only
our beliefs regarding future events, many of which, by their
nature, are inherently uncertain and outside our control.

By identifying these statements for you in this manner, we
are alerting you to the possibility that our actual results,
financial condition, liquidity and capital actions may differ,
possibly materially, from the anticipated results, financial
condition, liquidity and capital actions in these forward-
looking statements. Important factors that could cause our
results, financial condition, liquidity and capital actions to
differ from those in these statements include, among others,
those described below and in “Risk Factors” in Part I,
Item 1A of this Form 10-K.

T H E G O L D M A N S A C H S G R O U P ,

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and

savings

strategic

locations

financial products,

These statements may relate to, among other things, (i) our
future plans and results, including our target ROE, ROTE,
efficiency ratio, CET1 capital ratio and firmwide assets under
supervision (AUS) inflows, and how they can be achieved,
(ii) trends in or growth opportunities for our businesses,
including the timing, costs, profitability, benefits and other
aspects of business and strategic initiatives and their impact on
our efficiency ratio, (iii) our level of future compensation
expense, including as a percentage of both operating expenses
and revenues net of provision for credit losses, (iv) our
investment banking transaction backlog and future results,
(v) our expected interest income and interest expense, (vi) our
initiatives,
expense
(vii) expenses we may incur, including future litigation expense
and expenses from investing in our consumer and transaction
banking businesses, (viii) the projected growth of our deposits
and other funding, asset liability management and funding
strategies and related interest expense savings, (ix) our
business initiatives, including transaction banking and new
consumer
(x) our planned 2022
benchmark debt issuances, (xi) the amount, composition and
location of global core liquid assets (GCLA) we expect to hold,
(xii) our credit exposures, (xiii) our expected provisions for
credit losses, (xiv) the adequacy of our allowance for credit
losses, (xv) the projected growth of our consumer lending and
credit card businesses, (xvi) the objectives and effectiveness of
our business continuity plan (BCP),
information security
program, risk management and liquidity policies, (xvii) our
resolution plan and strategy and their implications for
stakeholders, (xviii) the design and effectiveness of our
resolution capital and liquidity models and triggers and alerts
framework, (xix) the results of stress tests, the effect of changes
to regulations, and our future status, activities or reporting
under banking and financial regulation, (xx) our expected tax
rate, (xxi) the future state of our liquidity and regulatory
capital ratios, and our prospective capital distributions
(including dividends and repurchases), (xxii) our expected SCB
and G-SIB surcharge, (xxiii) legal proceedings, governmental
investigations or other contingencies, (xxiv) the asset recovery
guarantee and our remediation activities related to our
1Malaysia Development Berhad (1MDB)
settlements,
(xxv) the replacement of IBORs and our transition to
alternative risk-free reference rates, (xxvi) the impact of the
COVID-19 pandemic on our business, results, financial
position and liquidity,
the effectiveness of our
(xxvii)
management of our human capital, including our diversity
goals, (xxviii) our sustainability and carbon neutrality targets
and goals, (xxix) our plans for our people to return to our
offices, (xxx) future inflation and (xxxi) our completed,
including our
announced and prospective acquisitions,
completed acquisition of the General Motors co-branded
credit card portfolio and our announced acquisitions of NN
Investment Partners and GreenSky.

Statements about our target return on average common
shareholders’ equity (ROE), return on average tangible
common shareholders’ equity (ROTE), efficiency ratio and
expense savings, and how they can be achieved, are based
regarding our business
on our current expectations
prospects and are subject to the risk that we may be unable
to achieve our targets due to, among other things, changes
in our business mix, lower profitability of new business
initiatives, increases in technology and other costs to launch
and bring new business initiatives to scale, and increases in
liquidity requirements.

requirements may be higher

Statements about our target ROE, ROTE and CET1 capital
ratio, and how they can be achieved, are based on our
current expectations regarding the capital requirements
applicable to us and are subject to the risk that our actual
capital
than currently
anticipated because of, among other factors, changes in the
regulatory capital requirements applicable to us resulting
from changes in regulations or the interpretation or
application of existing regulations or changes in the nature
and composition of our activities. Statements about our
firmwide AUS inflows targets are based on our current
expectations regarding our fundraising prospects and are
subject to the risk that actual inflows may be lower than
expected due to, among other factors, competition from
other asset managers, changes in investment preferences
and changes in economic or market conditions.

Statements about the timing, costs, profitability, benefits
and other aspects of business and expense savings
initiatives, the level and composition of more durable
revenues and increases in market share are based on our
current expectations regarding our ability to implement
these initiatives and actual results may differ, possibly
materially, from current expectations due to, among other
things, a delay in the timing of these initiatives, increased
competition and an inability to reduce expenses and grow
businesses with durable revenues.

Statements about the level of future compensation expense,
including as a percentage of both operating expenses and
losses, and our
revenues net of provision for credit
efficiency ratio as our platform business initiatives reach
scale are subject to the risks that the compensation and
other costs to operate our businesses, including platform
initiatives, may be greater than currently expected.

Goldman Sachs 2021 Form 10-K

27

T H E G O L D M A N S A C H S G R O U P ,

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Statements about our investment banking transaction
backlog and future results are subject to the risk that such
transactions may be modified or may not be completed at
all and related net revenues may not be realized or may be
materially less than expected. Important factors that could
have such a result include, for underwriting transactions, a
decline or weakness in general economic conditions, an
outbreak of hostilities, volatility in the securities markets or
an adverse development with respect to the issuer of the
securities and, for financial advisory transactions, a decline
in the securities markets, an inability to obtain adequate
financing, an adverse development with respect to a party
to the transaction or a failure to obtain a required
information about other
regulatory
important
could adversely affect our
investment banking transactions, see “Risk Factors” in
Part I, Item 1A of this Form 10-K.

approval. For
factors

that

Statements about the projected growth of our deposits and
other funding, asset liability management and funding
strategies and related interest expense savings, and our
consumer lending and credit card businesses, are subject to
the risk that actual growth and savings may differ, possibly
materially, from that currently anticipated due to, among
other things, changes in interest rates and competition from
other similar products.

Statements about planned 2022 benchmark debt issuances
and the amount, composition and location of GCLA we
expect to hold are subject to the risk that actual issuances
and GCLA levels may differ, possibly materially, from that
currently expected due to changes in market conditions,
business opportunities or our funding and projected
liquidity needs.

Statements about our expected provisions for credit losses
are subject to the risk that actual credit losses may differ
and our expectations may change, possibly materially, from
that currently anticipated due to, among other things,
changes to the composition of our loan portfolio and
changes in the economic environment in future periods and
our forecasts of future economic conditions, as well as
changes in our models, policies and other management
judgments.

Statements about our future effective income tax rate are
subject to the risk that it may differ from the anticipated
rate indicated in such statements, possibly materially, due
to, among other things, changes in the tax rates applicable
to us, changes in our earnings mix, our profitability and
entities in which we generate profits, the assumptions we
the
have made in forecasting our expected tax rate,
interpretation or application of existing tax statutes and
regulations, as well as any corporate tax legislation that
may be enacted or any guidance that may be issued by the
U.S. Internal Revenue Service.

28

Goldman Sachs 2021 Form 10-K

Statements about the future state of our liquidity and
regulatory capital ratios (including our SCB and G-SIB
surcharge), and our prospective capital distributions
(including dividends and repurchases), are subject to the
risk that our actual liquidity, regulatory capital ratios and
capital distributions may differ, possibly materially, from
what is currently expected due to, among other things, the
need to use capital to support clients, increased regulatory
requirements resulting from changes in regulations or the
interpretation or application of existing regulations, results
of applicable supervisory stress tests and changes to the
composition of our balance sheet.

Statements about the risk exposure related to the asset
recovery guarantee provided to the Government of
Malaysia are subject to the risk that the actual value of, or
credit received for, assets and proceeds from assets seized
and returned to the Government of Malaysia may be less
than currently anticipated. Statements about the progress
or the status of remediation activities relating to 1MDB are
based on our
current
remediation plans. Accordingly, our ability to complete the
remediation activities may change, possibly materially,
from what is currently expected.

regarding our

expectations

Statements about our objectives in management of our human
capital, including our diversity goals, are based on our current
expectations and are subject to the risk that we may not
achieve these objectives and goals due to, among other things,
competition in recruiting and attracting diverse candidates and
unsuccessful efforts in retaining diverse employees.

Statements about our sustainability and carbon neutrality
targets and goals are based on our current expectations and
are subject to the risk that we may not achieve these targets
and goals due to, among other things, global socio-
demographic and economic trends, energy prices, lack of
technological innovations, climate-related conditions and
weather events,
legislative and regulatory changes, and
other unforeseen events or conditions.

Statements about our plans for our people to return to our
offices are based on our current expectations and that return
may be delayed due to, among other factors, future events that
are unpredictable, including the course of the COVID-19
pandemic,
the
emergence of new variants of COVID-19 and the effectiveness
of vaccines over the long term and against new variants.

responses of governmental authorities,

Statements about future inflation are subject to the risk that
actual inflation may differ, possibly materially, due to,
among other
in economic growth,
changes
unemployment or consumer demand.

things,

Statements about our announced acquisitions of NN
Investment Partners and GreenSky are subject to the risk
that
the transaction may not close on the timeline
contemplated or at all, including due to a failure to obtain
requisite regulatory approval.

T H E G O L D M A N S A C H S G R O U P ,

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Item 1A. Risk Factors

We face a variety of risks that are substantial and inherent
in our businesses.

The following is a summary of some of the more important
factors that could affect our businesses:

Market
‰ Our businesses have been and may in the future be
adversely affected by conditions in the global financial
markets and broader economic conditions.

‰ Our businesses have been and may in the future be
adversely affected by declining asset values, particularly
where we have net “long” positions, receive fees based on
the value of assets managed, or receive or post collateral.
‰ Our market-making activities have been and may in the
future be affected by changes in the levels of market
volatility.

‰ Our investment banking, client intermediation, asset
management and wealth management businesses have
been adversely affected and may in the future be adversely
affected by market uncertainty or lack of confidence
among investors and CEOs due to declines in economic
activity and other unfavorable economic, geopolitical or
market conditions.

‰ Our

asset management

and wealth management
businesses have been and may in the future be adversely
affected by the poor investment performance of our
investment products or a client preference for products
other than those which we offer or for products that
generate lower fees.

Liquidity
‰ Our

liquidity, profitability and businesses may be
adversely affected by an inability to access the debt capital
markets or to sell assets.

‰ Our businesses have been and may in the future be
adversely affected by disruptions or lack of liquidity in the
credit markets, including reduced access to credit and
higher costs of obtaining credit.

‰ Reductions in our credit ratings or an increase in our
credit spreads may adversely affect our liquidity and cost
of funding.

‰ Group Inc. is a holding company and its liquidity depends
on payments from its subsidiaries, many of which are
subject to legal, regulatory and other restrictions on
providing funds or assets to Group Inc.

Credit
‰ Our businesses, profitability and liquidity may be
adversely affected by deterioration in the credit quality of
or defaults by third parties.

‰ Concentration of

for
risk increases
significant losses in our market-making, underwriting,
investing and financing activities.

the potential

‰ Derivative transactions and delayed documentation or
settlements may expose us to credit risk, unexpected risks
and potential losses.

Operational
‰ A failure in our operational systems or infrastructure, or
those of third parties, as well as human error, malfeasance
or other misconduct, could impair our liquidity, disrupt
our businesses, result in the disclosure of confidential
information, damage our reputation and cause losses.
‰ A failure to protect our computer systems, networks and
information, and our clients’ information, against cyber
attacks and similar threats could impair our ability to
conduct our businesses, result in the disclosure, theft or
destruction of confidential
information, damage our
reputation and cause losses.

‰ We may incur losses as a result of ineffective risk

management processes and strategies.

‰ We may incur losses as a result of unforeseen or
catastrophic
terrorist
attacks, extreme weather events or other natural
disasters.

including pandemics,

events,

affect

‰ Climate change could disrupt our businesses and
adversely
the
creditworthiness of our clients and counterparties, and
our efforts to address concerns relating to climate change
could result in damage to our reputation.

activity

client

levels

and

Legal and Regulatory
‰ Our businesses and those of our clients are subject to

extensive and pervasive regulation around the world.

‰ A failure to appropriately identify and address potential
conflicts of interest could adversely affect our businesses.
‰ We may be adversely affected by increased governmental

and regulatory scrutiny or negative publicity.

‰ Substantial civil or criminal

significant
regulatory action against us could have material adverse
financial effects or cause us significant reputational harm,
which in turn could seriously harm our business
prospects.

liability or

Goldman Sachs 2021 Form 10-K

29

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

‰ In conducting our businesses around the world, we are
subject to political, legal, regulatory and other risks that
are inherent in operating in many countries.

‰ The application of regulatory strategies and requirements
in the U.S. and non-U.S. jurisdictions to facilitate the
orderly resolution of large financial institutions could
create greater risk of loss for Group Inc.’s security
holders.

‰ The application of Group Inc.’s proposed resolution
strategy could result in greater losses for Group Inc.’s
security holders.

‰ Our commodities activities, particularly our physical
commodities activities, subject us to extensive regulation
and
including
environmental, reputational and other risks that may
expose us to significant liabilities and costs.

potential

involve

certain

risks,

Competition
‰ Our results have been and may in the future be adversely

affected by the composition of our client base.

‰ The financial services industry is highly competitive.
‰ The growth of electronic trading and the introduction of
including trading
increased

new products and technologies,
technologies
and
competition.

cryptocurrencies,

has

‰ Our businesses would be adversely affected if we are

unable to hire and retain qualified employees.

and General Business

Market Developments
Environment
‰ Our businesses, financial condition, liquidity and results
of operations have been and may in the future be
adversely affected by the COVID-19 pandemic.

‰ Certain of our businesses, our funding instruments and
financial products may be adversely affected by changes
in or the discontinuance of Interbank Offered Rates
(IBORs), in particular LIBOR.

‰ Certain of our businesses and our funding instruments
may be adversely affected by changes in other reference
rates, currencies,
indexes, baskets or ETFs to which
products we offer or funding that we raise are linked.

‰ We face enhanced risks as new business initiatives and
acquisitions lead us to engage in new activities, operate in
new locations, transact with a broader array of clients
and counterparties and expose us to new asset classes and
new markets.

‰ We may not be able to fully realize the expected benefits
or synergies from acquisitions in the time frames we
expect, or at all.

30

Goldman Sachs 2021 Form 10-K

The following are detailed descriptions of our Risk Factors
summarized above:

Market

Our businesses have been and may in the future be
adversely affected by conditions in the global
financial markets and broader economic conditions.

Many of our businesses, by their nature, do not produce
predictable earnings, and all of our businesses are
materially affected by conditions in the global financial
markets and economic conditions generally, both directly
and through their impact on client activity levels and
creditworthiness. These conditions can change suddenly
and negatively.

Our financial performance is highly dependent on the
environment in which our businesses operate. A favorable
business environment is generally characterized by, among
other factors, high global gross domestic product growth,
regulatory and market conditions that result in transparent,
liquid and efficient capital markets, low inflation, business,
consumer and investor confidence, stable geopolitical
conditions and strong business earnings.

Unfavorable or uncertain economic and market conditions
can be caused by: low levels of or declines in economic
growth, business activity or investor, business or consumer
confidence; changes in consumer spending or borrowing
patterns; pandemics;
limitations on the availability or
increases in the cost of credit and capital; illiquid markets;
increases in inflation, interest rates, exchange rate or basic
commodity price volatility or default rates; concerns about
sovereign defaults; uncertainty concerning fiscal or
monetary policy, government shutdowns, debt ceilings or
funding; the extent of and uncertainty about potential
increases in tax rates and other regulatory changes;
limitations on international trade and travel;
laws and
trading in, or the issuance of,
regulations that
issuers outside their domestic markets;
securities of
outbreaks of domestic or
tensions or
international
hostilities, terrorism, nuclear proliferation, cyber security
threats or attacks and other forms of disruption to or
curtailment of global communication, energy transmission
or transportation networks or other geopolitical instability
or uncertainty; corporate, political or other scandals that
reduce investor confidence in capital markets; extreme
weather events or other natural disasters; or a combination
of these or other factors.

limit

T H E G O L D M A N S A C H S G R O U P ,

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The financial services industry and the securities and other
financial markets have been materially and adversely
affected in the past by significant declines in the values of
nearly all asset classes, by a serious lack of liquidity and by
high levels of borrower defaults. In addition, concerns
about the COVID-19 pandemic, European sovereign debt
risk and its impact on the European banking system,
limitations on international trade, and potential or actual
inflation and other market
changes in interest rates,
conditions, have, at times, negatively impacted the levels of
client activity.

General uncertainty about economic, political and market
activities, and the scope, timing and impact of regulatory
reform, as well as weak consumer,
investor and CEO
confidence resulting in large part from such uncertainty,
has in the past negatively impacted client activity, which
can adversely affect many of our businesses. Periods of low
volatility and periods of high volatility combined with a
lack of liquidity, have at times had an unfavorable impact
on our market-making businesses.

Financial institution returns may be negatively impacted by
increased funding costs due in part to the lack of perceived
government support of such institutions in the event of
future financial crises relative to financial institutions in
countries in which governmental support is maintained. In
addition, liquidity in the financial markets has also been
negatively impacted as market participants and market
practices and structures continue to adjust to evolving
regulatory frameworks.

Our businesses have been and may in the future be
adversely affected by declining asset values,
particularly where we have net “long” positions,
receive fees based on the value of assets managed, or
receive or post collateral.

Many of our businesses have net “long” positions in debt
securities, loans, derivatives, mortgages, equities (including
private equity and real estate) and most other asset classes.
These include positions we take when we act as a principal
to facilitate our clients’ activities, including our exchange-
based market-making activities, or commit large amounts
of capital to maintain positions in interest rate and credit
products, as well as through our currencies, commodities,
equities and mortgage-related activities. In addition, we
invest in similar asset classes. Substantially all of our
investing and market-making positions and a portion of our
loans are marked-to-market on a daily or other periodic
basis and declines in asset values directly and promptly
impact our earnings, unless we have effectively “hedged”
our exposures to those declines.

In certain circumstances (particularly in the case of credit
products, including leveraged loans, and private equities or
other securities that are not
freely tradable or lack
established and liquid trading markets), it may not be
possible or economic to hedge our exposures and to the
extent that we do so the hedge may be ineffective or may
greatly reduce our ability to profit from increases in the
the assets. Sudden declines and significant
values of
volatility in the prices of assets have in the past and may in
the future substantially curtail or eliminate the trading
markets for certain assets, which may make it difficult to
sell, hedge or value such assets. The inability to sell or
effectively hedge assets reduces our ability to limit losses in
such positions and the difficulty in valuing assets may
negatively affect our capital, liquidity or leverage ratios,
increase our funding costs and generally require us to
maintain additional capital.

In our exchange-based market-making activities, we are
obligated by stock exchange rules to maintain an orderly
market, including by purchasing securities in a declining
market. In markets where asset values are declining and in
volatile markets, this results in losses and an increased need
for liquidity.

We receive asset-based management fees based on the value
of our clients’ portfolios or investment in funds managed by
us and, in some cases, we also receive incentive fees based
on increases in the value of such investments. Declines in
asset values would ordinarily reduce the value of our
clients’ portfolios or fund assets, which in turn would
typically reduce the fees we earn for managing such assets.

Goldman Sachs 2021 Form 10-K

31

Our investment banking, client intermediation, asset
management and wealth management businesses
have been adversely affected and may in the future be
adversely affected by market uncertainty or lack of
confidence among investors and CEOs due to
declines in economic activity and other unfavorable
economic, geopolitical or market conditions.

Our investment banking business has been and may in the
future be adversely affected by market conditions. Poor
economic conditions and other uncertain geopolitical
conditions may adversely affect and have in the past
adversely affected investor and CEO confidence, resulting
in significant industry-wide declines in the size and number
of underwritings and of financial advisory transactions,
which would likely have an adverse effect on our revenues
and our profit margins. In particular, because a significant
portion of our investment banking revenues is derived from
our participation in large transactions, a decline in the
number of large transactions has in the past and would in
the future adversely affect our investment banking business.
in recent years, cross-border initial public
Similarly,
offerings and other securities offerings have accounted for a
significant proportion of new issuance activity. Legislative,
regulatory or other changes that limit trading in, or the
issuance of, securities outside the issuers’ domestic markets
have in the past and would in the future adversely affect our
underwriting business.

In certain circumstances, market uncertainty or general
declines in market or economic activity may adversely
affect our client intermediation businesses by decreasing
levels of overall activity or by decreasing volatility, but at
other
times market uncertainty and even declining
economic activity may result in higher trading volumes or
higher spreads or both.

Market uncertainty, volatility and adverse economic
conditions, as well as declines in asset values, may cause our
clients to transfer their assets out of our funds or other
products or their brokerage accounts and result in reduced
net revenues, principally in our asset management and
wealth management businesses. Even if clients do not
withdraw their funds, they may invest them in products
that generate less fee income.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

We post collateral to support our obligations and receive
collateral that supports the obligations of our clients and
counterparties. When the value of the assets posted as
collateral or the credit ratings of the party posting collateral
decline, the party posting the collateral may need to provide
additional collateral or,
if possible, reduce its trading
position. An example of such a situation is a “margin call” in
connection with a brokerage account. Therefore, declines in
the value of asset classes used as collateral mean that either
the cost of funding positions is increased or the size of
positions is decreased.
If we are the party providing
collateral, this can increase our costs and reduce our
profitability and if we are the party receiving collateral, this
can also reduce our profitability by reducing the level of
business done with our clients and counterparties.

In addition, volatile or less liquid markets increase the
difficulty of valuing assets, which can lead to costly and time-
consuming disputes over asset values and the level of
required collateral, as well as increased credit risk to the
recipient of the collateral due to delays in receiving adequate
collateral. In cases where we foreclose on collateral, sudden
declines in the value or liquidity of the collateral has in the
past and may in the future, despite credit monitoring, over-
collateralization, the ability to call for additional collateral or
the ability to force repayment of the underlying obligation,
result in significant losses to us, especially where there is a
single type of collateral supporting the obligation.
In
addition, we have been and may in the future be subject to
claims that the foreclosure was not permitted under the legal
documents, was conducted in an improper manner or caused
a client or counterparty to go out of business.

Our market-making activities have been and may in
the future be affected by changes in the levels of
market volatility.

Certain of our market-making activities depend on market
volatility to provide trading and arbitrage opportunities to
our clients, and decreases in volatility have reduced and
may in the future reduce these opportunities and the level of
client activity associated with them and adversely affect the
results of these activities. Increased volatility, while it can
increase trading volumes and spreads, also increases risk as
measured by Value-at-Risk (VaR) and may expose us to
increased risks in connection with our market-making
activities or cause us to reduce our inventory in order to
avoid increasing our VaR. Limiting the size of our market-
making positions can adversely affect our profitability. In
periods when volatility is increasing, but asset values are
declining significantly, it may not be possible to sell assets at
all or it may only be possible to do so at steep discounts. In
those circumstances we may be forced to either take on
additional risk or to realize losses in order to decrease our
VaR. In addition, increases in volatility increase the level of
our RWAs, which increases our capital requirements.

32

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Our asset management and wealth management
businesses have been and may in the future be
adversely
investment
performance of our investment products or a client
preference for products other than those which we
offer or for products that generate lower fees.

affected

poor

the

by

Poor investment returns in our asset management and
wealth management businesses, due to either general
market conditions or underperformance (relative to our
competitors or to benchmarks) by funds or accounts that
we manage or investment products that we design or sell,
affects our ability to retain existing assets and to attract new
clients or additional assets from existing clients. This could
affect the management and incentive fees that we earn on
AUS or the commissions and net spreads that we earn for
selling other investment products, such as structured notes
or derivatives. To the extent that our clients choose to
invest in products that we do not currently offer, we will
suffer outflows and a loss of management fees. Further, if,
due to changes in investor sentiment or the relative
performance of certain asset classes or otherwise, clients
continue to invest in products that generate lower fees (e.g.,
passively managed or fixed income products), our average
effective management fee would continue to decline and
our asset management and wealth management businesses
could be adversely affected.

Liquidity

Our liquidity, profitability and businesses may be
adversely affected by an inability to access the debt
capital markets or to sell assets.

Liquidity is essential to our businesses. It is of critical
importance to us, as most of the failures of financial
institutions have occurred in large part due to insufficient
liquidity. Our liquidity may be impaired by an inability to
access secured and/or unsecured debt markets, an inability
to raise or retain deposits, an inability to access funds from
our subsidiaries or otherwise allocate liquidity optimally,
an inability to sell assets or redeem our investments, lack of
timely settlement of transactions, unusual deposit outflows,
or other unforeseen outflows of cash or collateral, such as
in March 2020, when corporate clients drew on revolving
credit facilities in response to the COVID-19 pandemic.
This situation may arise due to circumstances that we may
be unable to control, such as a general market or economic
disruption or an operational problem that affects third
parties or us, or even by the perception among market
participants that we, or other market participants, are
experiencing greater liquidity risk.

We employ structured products to benefit our clients and
hedge our own risks. The financial instruments that we
hold and the contracts to which we are a party are often
complex, and these complex structured products often do
not have readily available markets to access in times of
liquidity stress. Our investing and financing activities may
lead to situations where the holdings from these activities
represent a significant portion of specific markets, which
could restrict liquidity for our positions.

Further, our ability to sell assets may be impaired if there is
not generally a liquid market for such assets, as well as in
circumstances where other market participants are seeking
to sell similar otherwise generally liquid assets at the same
time, as is likely to occur in a liquidity or other market crisis
or in response to changes to rules or regulations. For
example, recently an investment management firm with
large positions with several financial institutions defaulted,
resulting in rapidly declining prices in the securities
underlying those positions. In addition, clearinghouses,
exchanges and other financial institutions with which we
interact may exercise set-off rights or the right to require
additional
in difficult market
including
conditions, which could further impair our liquidity.

collateral,

funding,

Regulatory changes relating to liquidity may also negatively
impact our results of operations and competitive position.
Numerous regulations have been adopted to introduce
more stringent liquidity requirements for large financial
institutions. These regulations address, among other
testing, minimum liquidity
matters,
liquidity stress
requirements, wholesale
limitations on the
issuance of
short-term debt and structured notes,
deductions for holdings of TLAC and prohibitions on
parent guarantees that are subject to certain cross-defaults.
New and prospective liquidity-related regulations may
overlap with, and be impacted by, other regulatory
changes, including rules relating to minimum long-term
debt requirements and TLAC, guidance on the treatment of
brokered deposits and the capital, leverage and resolution
and recovery frameworks applicable to large financial
institutions. Given the overlap and complex interactions
among these new and prospective regulations, they may
have unintended cumulative effects, and their full impact
will remain uncertain, while regulatory reforms are being
adopted and market practices develop. In addition, our
need to manage our operations in light of certain regulatory
requirements when applicable thresholds are met has in the
past limited and may in the future limit our ability to raise
deposits in GSIB or other funding, which could adversely
affect our liquidity or ability to respond efficiently to
liquidity stress.

Goldman Sachs 2021 Form 10-K

33

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Our businesses have been and may in the future be
adversely affected by disruptions or lack of liquidity in
the credit markets, including reduced access to credit
and higher costs of obtaining credit.

Widening credit spreads, as well as significant declines in
the availability of credit, have in the past adversely affected
our ability to borrow on a secured and unsecured basis and
may do so in the future. We fund ourselves on an unsecured
basis by issuing long-term debt and commercial paper, by
raising deposits at our bank subsidiaries, by issuing hybrid
financial instruments and by obtaining loans or lines of
credit from commercial or other banking entities. We seek
to finance many of our assets on a secured basis. Any
disruptions in the credit markets may make it harder and
more expensive to obtain funding for our businesses. If our
available funding is limited or we are forced to fund our
operations at a higher cost, these conditions may require us
to curtail our business activities and increase our cost of
funding, both of which could reduce our profitability,
particularly in our businesses that involve investing, lending
and market making.

Our clients engaging in mergers, acquisitions and other
types of strategic transactions often rely on access to the
secured and unsecured credit markets to finance their
transactions. A lack of available credit or an increased cost
of credit can adversely affect the size, volume and timing of
our
transactions,
particularly large transactions, and adversely affect our
financial advisory and underwriting businesses.

clients’ merger

acquisition

and

Our credit businesses have been and may in the future be
negatively affected by a lack of liquidity in credit markets. A
lack of liquidity reduces price transparency, increases price
volatility and decreases transaction volumes and size, all of
which can increase transaction risk or decrease the
profitability of these businesses.

34

Goldman Sachs 2021 Form 10-K

Reductions in our credit ratings or an increase in our
credit spreads may adversely affect our liquidity and
cost of funding.

to our liquidity. A
Our credit ratings are important
reduction in our credit ratings could adversely affect our
liquidity and competitive position, increase our borrowing
costs, limit our access to the capital markets or trigger our
obligations under certain provisions in some of our trading
these
and collateralized financing contracts. Under
provisions, counterparties could be permitted to terminate
contracts with us or require us to post additional collateral.
Termination of our trading and collateralized financing
contracts could cause us to sustain losses and impair our
liquidity by requiring us to find other sources of financing
or
securities
movements.

to make significant cash payments or

our

credit

ratings

As of December 2021, our counterparties could have called
for additional collateral or termination payments related to
our net derivative liabilities under bilateral agreements in an
aggregate amount of $345 million in the event of a
one-notch downgrade of
and
$1.54 billion in the event of a two-notch downgrade of our
credit ratings. A downgrade by any one rating agency,
depending on the agency’s relative ratings of us at the time
of
the downgrade, may have an impact which is
comparable to the impact of a downgrade by all rating
agencies. For further information about our credit ratings,
see “Management’s Discussion and Analysis of Financial
Condition
of Operations — Risk
Management — Liquidity Risk Management — Credit
Ratings” in Part II, Item 7 of this Form 10-K.

and Results

Our cost of obtaining long-term unsecured funding is
directly related to our credit spreads (the amount in excess
of the interest rate of benchmark securities that we need to
pay). Increases in our credit spreads can significantly
increase our cost of this funding. Changes in credit spreads
are continuous, market-driven, and subject at times to
unpredictable and highly volatile movements. Our credit
spreads are also influenced by market perceptions of our
creditworthiness and movements in the costs to purchasers
of credit default swaps referenced to our long-term debt.
The market for credit default swaps has proven to be
extremely volatile and at times has lacked a high degree of
transparency or liquidity.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Group Inc. is a holding company and its liquidity
depends on payments and loans from its subsidiaries,
many of which are subject to legal, regulatory and
other restrictions on providing funds or assets to
Group Inc.

Group Inc. is a holding company and, therefore, depends
on dividends, distributions, loans and other payments from
its subsidiaries to fund share repurchases and dividend
payments and to fund payments on its obligations,
including debt obligations. Many of our subsidiaries,
including our broker-dealer and bank subsidiaries, are
subject to laws that restrict dividend payments or authorize
regulatory bodies to block or reduce the flow of funds from
those subsidiaries to Group Inc.

transactions,

increased capital

In addition, our broker-dealer and bank subsidiaries are
subject to restrictions on their ability to lend or transact
with affiliates and to minimum regulatory capital and other
requirements, as well as restrictions on their ability to use
funds deposited with them in brokerage or bank accounts
to fund their businesses. Additional restrictions on related-
party
and liquidity
requirements and additional limitations on the use of funds
on deposit in bank or brokerage accounts, as well as lower
earnings, can reduce the amount of funds available to meet
the obligations of Group Inc., including under the FRB’s
source of strength requirement, and even require Group
Inc. to provide additional funding to such subsidiaries.
Restrictions or regulatory action of that kind could impede
access to funds that Group Inc. needs to make payments on
its obligations,
including debt obligations, or dividend
payments. In addition, Group Inc.’s right to participate in a
distribution of assets upon a subsidiary’s liquidation or
the
reorganization is subject
subsidiary’s creditors.

to the prior claims of

There has been a trend towards increased regulation and
supervision of our subsidiaries by the governments and
regulators in the countries in which those subsidiaries are
located or do business. Concerns about protecting clients
and creditors of financial institutions that are controlled by
persons or entities located outside of the country in which
such entities are located or do business have caused or may
cause a number of governments and regulators to take
additional steps to “ring fence” or require internal total
loss-absorbing capacity (which may also be subject to
“bail-in” powers, as described below) at those entities in
order to protect clients and creditors of those entities in the
event of financial difficulties involving those entities. The
result has been and may continue to be additional
limitations on our ability to efficiently move capital and
liquidity among our affiliated entities, or to Group Inc.,
including in times of liquidity stress, thereby increasing the
overall level of capital and liquidity required by us on a
consolidated basis.

other

to certain exceptions.

Furthermore, Group Inc. has guaranteed the payment
obligations of certain of its subsidiaries, including GS&Co.
and GS Bank USA, subject
In
addition, Group Inc. guarantees many of the obligations of
a
its
transaction-by-transaction basis,
as negotiated with
counterparties. These guarantees may require Group Inc. to
provide substantial funds or assets to its subsidiaries or
their creditors or counterparties at a time when Group Inc.
is in need of liquidity to fund its own obligations.

consolidated

subsidiaries

on

The requirements for us and certain of our subsidiaries to
develop and submit recovery and resolution plans to
regulators, and the incorporation of feedback received from
regulators, may require us to increase capital or liquidity
levels or issue additional long-term debt at Group Inc. or
particular subsidiaries or otherwise incur additional or
duplicative operational or other costs at multiple entities,
and may reduce our ability to provide Group Inc.
guarantees of the obligations of our subsidiaries or raise
debt at Group Inc. Resolution planning may also impair
our ability to structure our intercompany and external
activities in a manner that we may otherwise deem most
operationally efficient. Furthermore, arrangements
to
facilitate our resolution planning may cause us to be subject
to additional taxes. Any such limitations or requirements
would be in addition to the legal and regulatory restrictions
described above on our ability to engage in capital actions
or make intercompany dividends or payments.

See “Business — Regulation” in Part I, Item 1 of this
Form 10-K for further information about regulatory
restrictions.

Goldman Sachs 2021 Form 10-K

35

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Credit

Our businesses, profitability and liquidity may be
adversely affected by deterioration in the credit
quality of or defaults by third parties.

We are exposed to the risk that third parties that owe us
money, securities or other assets will not perform their
obligations. These parties may default on their obligations
to us due to bankruptcy, lack of liquidity, operational
failure or other reasons. A failure of a significant market
participant, or even concerns about a default by such an
institution, could lead to significant liquidity problems,
losses or defaults by other institutions, which in turn could
adversely affect us.

We are also subject to the risk that our rights against third
parties may not be enforceable in all circumstances. In
addition, deterioration in the credit quality of third parties
whose securities or obligations we hold,
including a
deterioration in the value of collateral posted by third
parties to secure their obligations to us under derivative
contracts and loan agreements, could result in losses and/or
adversely affect our ability to rehypothecate or otherwise
use those securities or obligations for liquidity purposes.

A significant downgrade in the credit ratings of our
counterparties could also have a negative impact on our
results. While in many cases we are permitted to require
additional collateral from counterparties that experience
financial difficulty, disputes may arise as to the amount of
collateral we are entitled to receive and the value of pledged
assets. The termination of contracts and the foreclosure on
collateral may subject us to claims for the improper exercise
of our rights. Default rates, downgrades and disputes with
counterparties as to the valuation of collateral typically
increase significantly in times of market stress, increased
volatility and illiquidity.

As part of our clearing and prime brokerage activities, we
finance our clients’ positions, and we could be held
responsible for the defaults or misconduct of our clients.
Although we have limits and regularly review credit
exposures to specific clients and counterparties and to
specific industries, countries and regions that we believe
may present credit concerns, default risk may arise from
events or circumstances that are difficult to detect or
foresee.

36

Goldman Sachs 2021 Form 10-K

Concentration of risk increases the potential
significant
in
underwriting, investing and financing activities.

for
our market-making,

losses

Concentration of risk increases the potential for significant
losses in our market-making, underwriting, investing and
financing activities. The number and size of
these
transactions has affected and may in the future affect our
results of operations in a given period. Moreover, because
of concentrated risk, we may suffer losses even when
economic and market conditions are generally favorable for
our competitors. Disruptions in the credit markets can
make it difficult to hedge these credit exposures effectively
or economically. In addition, we extend large commitments
as part of our credit origination activities.

Rules adopted under the Dodd-Frank Act, and similar rules
adopted in other jurisdictions, require issuers of certain
asset-backed securities and any person who organizes and
initiates certain asset-backed securities transactions to
retain economic exposure to the asset, which has affected
the cost of and structures used in connection with these
securitization activities. Our inability to reduce our credit
risk by selling, syndicating or securitizing these positions,
including during periods of market stress, could negatively
affect our results of operations due to a decrease in the fair
value of the positions, including due to the insolvency or
bankruptcy of borrowers, as well as the loss of revenues
associated with selling such securities or loans.

In the ordinary course of business, we may be subject to a
concentration of credit risk to a particular counterparty,
borrower, issuer (including sovereign issuers) or geographic
area or group of related countries, such as the E.U., and a
failure or downgrade of, or default by, such entity could
negatively impact our businesses, perhaps materially, and
the systems by which we set limits and monitor the level of
industries,
our credit exposure to individual entities,
countries and regions may not
function as we have
anticipated. Regulatory reform, including the Dodd-Frank
Act, has led to increased centralization of trading activity
through particular clearing houses, central agents or
exchanges, which
our
concentration of risk with respect to these entities. While
our activities expose us to many different
industries,
counterparties and countries, we routinely execute a high
volume of transactions with counterparties engaged in
financial services activities, including brokers and dealers,
commercial banks,
exchanges and
investment funds. This has resulted in significant credit
concentration with respect to these counterparties.

clearing houses,

significantly

increased

has

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Derivative transactions and delayed documentation
or settlements may expose us to credit
risk,
unexpected risks and potential losses.

are

negotiated

We are party to a large number of derivative transactions,
these derivative
including credit derivatives. Many of
instruments
and
individually
non-standardized, which can make exiting, transferring or
settling positions difficult. Many credit derivatives require
that we deliver to the counterparty the underlying security,
loan or other obligation in order to receive payment. In a
number of cases, we do not hold the underlying security,
loan or other obligation and may not be able to obtain the
underlying security, loan or other obligation. This could
cause us to forfeit the payments due to us under these
contracts or result in settlement delays with the attendant
credit and operational risk, as well as increased costs to us.

Derivative transactions may also involve the risk that
documentation has not been properly executed,
that
executed agreements may not be enforceable against the
counterparty, or that obligations under such agreements
may not be able to be “netted” against other obligations
with such counterparty. In addition, counterparties may
claim that such transactions were not appropriate or
authorized.

As a signatory to the ISDA Universal Protocol or U.S. ISDA
Protocol (ISDA Protocols) and being subject to the FRB’s
and FDIC’s rules on QFCs and similar rules in other
jurisdictions, we may not be able to exercise remedies
against counterparties and, as this new regime has not yet
been tested, we may suffer risks or losses that we would not
have expected to suffer if we could immediately close out
transactions upon a termination event. The ISDA Protocols
and these rules and regulations extend to repurchase
agreements and other instruments that are not derivative
contracts.

including
Derivative contracts and other transactions,
secondary bank loan purchases and sales, entered into with
third parties are not always confirmed by the counterparties
or settled on a timely basis. While the transaction remains
unconfirmed or during any delay in settlement, we are
subject to heightened credit and operational risk and in the
event of a default may find it more difficult to enforce our
rights.

In addition, as new complex derivative products are created,
covering a wider array of underlying credit and other
instruments, disputes about the terms of the underlying
contracts could arise, which could impair our ability to
effectively manage our risk exposures from these products
and subject us to increased costs. The provisions of the
Dodd-Frank Act
requiring central clearing of credit
derivatives and other OTC derivatives, or a market shift
toward standardized derivatives, could reduce the risk
associated with these transactions, but under certain
circumstances could also limit our ability to develop
derivatives that best suit the needs of our clients and to
hedge our own risks, and could adversely affect our
profitability and has increased our credit exposure to central
clearing platforms.

Operational

A failure in our operational systems or infrastructure,
or those of third parties, as well as human error,
malfeasance or other misconduct, could impair our
in the
liquidity, disrupt our businesses,
disclosure of confidential information, damage our
reputation and cause losses.

result

Our businesses are highly dependent on our ability to
process and monitor, on a daily basis, a very large number
of transactions, many of which are highly complex and
occur at high volumes and frequencies, across numerous
and diverse markets in many currencies. These transactions,
as well as the information technology services we provide to
clients, often must adhere to client-specific guidelines, as
well as legal and regulatory standards.

and other

to execute transactions and report

Many rules and regulations worldwide govern our
such
obligations
transactions
information to regulators,
exchanges and investors. Compliance with these legal and
reporting requirements can be challenging, and we have
been and may in the future be subject to regulatory fines
and penalties for failing to follow these rules or to report
timely, accurate and complete information in accordance
with these rules. As such requirements expand, compliance
with these rules and regulations has become more
challenging.

Goldman Sachs 2021 Form 10-K

37

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

as

(as well

electronic

to clients,

regulators and exchanges)

including through our consumer
As our client base,
businesses, and our geographical reach expand and the
volume, speed, frequency and complexity of transactions,
especially
the
transactions
requirements to report such transactions on a real-time
basis
increase,
developing and maintaining our operational systems and
infrastructure becomes more challenging, and the risk of
in connection with such
systems or human error
transactions increases, as well as the potential consequences
of such errors due to the speed and volume of transactions
involved and the potential difficulty associated with
discovering errors quickly enough to limit the resulting
consequences. Such risks are exacerbated in times of
increased volatility. As with other
similarly situated
institutions, we utilize credit underwriting models in
connection with our businesses, including our consumer-
oriented activities. Allegations, whether or not accurate,
that the ultimate underwriting decisions do not treat
consumers or clients fairly, or comply with the applicable
in negative publicity,
law or
reputational damage and governmental and regulatory
scrutiny, investigations and enforcement actions.

regulation, can result

Our
financial, accounting, data processing or other
operational systems and facilities may fail to operate
properly or become disabled as a result of events that are
wholly or partially beyond our control, such as a spike in
transaction volume, adversely affecting our ability to
process these transactions or provide these services. We
must continuously update these systems to support our
operations and growth and to respond to changes in
regulations and markets, and invest heavily in systemic
controls and training to pursue our objective of ensuring
that such transactions do not violate applicable rules and
regulations or, due
in processing such
to errors
transactions, adversely affect markets, our clients and
to
counterparties or us. Enhancements and updates
systems, as well as the requisite training,
including in
connection with the integration of new businesses, entail
significant
associated with
implementing new systems and integrating them with
existing ones.

and create

costs

risks

and

service

providers

The use of computing devices and phones is critical to the
work done by our employees and the operation of our
systems and businesses and those of our clients and our
third-party
vendors. Their
importance has continued to increase, in particular in light
of work-from-home arrangements implemented in response
to the COVID-19 pandemic. Computers and computer
networks are subject to various risks, including, among
others, cyber attacks, inherent technological defects, system
failures and human error. For example,
fundamental
security flaws in computer chips found in many types of
these computing devices and phones have been reported in
the past and may be discovered in the future. Cloud
technologies are also critical to the operation of our systems
and platforms and our reliance on cloud technologies is
growing. Service disruptions have resulted, and may result
in the future, in delays in accessing, or the loss of, data that
is important to our businesses and may hinder our clients’
access to our platforms. During 2021, there were a number
of widely publicized cases of outages in connection with
access to cloud computing providers. Addressing these and
similar issues could be costly and affect the performance of
these businesses and systems. Operational risks may be
incurred in applying fixes and there may still be residual
security risks.

Additionally, although the prevalence and scope of
applications of distributed ledger technology and similar
technologies is growing, the technology is also nascent and
may be vulnerable to cyber attacks or have other inherent
weaknesses. We are exposed to risks, and may become
exposed to additional risks, related to distributed ledger
technology, including through our facilitation of clients’
activities involving financial products that use distributed
ledger technology, such as blockchain or cryptocurrencies,
our
seek to develop
platforms based on distributed ledger technology, the use of
distributed ledger technology by third-party vendors,
clients, counterparties, clearing houses and other financial
intermediaries, and the receipt of cryptocurrencies or other
digital assets as collateral.

in companies

investments

that

38

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

technology and
Notwithstanding the proliferation of
technology-based risk and control systems, our businesses
ultimately rely on people as our greatest resource, and,
from time to time, they have in the past and may in the
future make mistakes or engage in violations of applicable
policies, laws, rules or procedures that are not always
caught immediately by our technological processes or by
our controls and other procedures, which are intended to
prevent and detect such errors or violations. These have in
the past and may in the future include calculation errors,
mistakes in addressing emails, errors in software or model
development or implementation, or simple errors in
judgment, as well as intentional efforts to ignore or
circumvent applicable policies, laws, rules or procedures.
Human errors, malfeasance and other misconduct,
including the intentional misuse of client information in
connection with insider trading or for other purposes, even
if promptly discovered and remediated, has in the past and
may in the future result in reputational damage and losses
and liabilities for us.

In addition, we face the risk of operational failure or
termination or capacity
significant operational delay,
constraints of any of
the clearing agents, exchanges,
clearing houses or other financial intermediaries we use to
facilitate our securities and derivatives transactions, and as
grows, we
our
increasingly face the risk of operational
failure or
significant operational delay with respect to our clients’
systems.

interconnectivity with our

clients

There has been significant consolidation among clearing
agents, exchanges and clearing houses and an increasing
number of derivative transactions are cleared on exchanges,
which has increased our exposure to operational failure or
significant operational delay,
termination or capacity
constraints of the particular financial intermediaries that
we use and could affect our ability to find adequate and
cost-effective alternatives in the event of any such failure,
delay, termination or constraint. Industry consolidation,
whether
financial
intermediaries, increases the risk of operational failure or
significant operational delay as disparate complex systems
need to be integrated, often on an accelerated basis.

among market

participants

or

The interconnectivity of multiple financial institutions with
central agents, exchanges and clearing houses, and the
increased centrality of these entities, increases the risk that
an operational failure at one institution or entity may cause
an industry-wide operational failure that could materially
impact our ability to conduct business. Interconnectivity of
financial institutions with other companies through, among
other things, application programming interfaces or APIs
presents similar risks. Any such failure, termination or
constraint could adversely affect our ability to effect
transactions, service our clients, manage our exposure to
risk or expand our businesses or result in financial loss or
impairment of our liquidity,
liability to our clients,
disruption of our businesses, regulatory intervention or
reputational damage.

Despite our resiliency plans and facilities, our ability to
conduct business may be adversely impacted by a
disruption in the infrastructure that supports our businesses
and the communities where we are located. This may
include a disruption involving electrical, satellite, undersea
cable or other communications, internet, transportation or
other facilities used by us, our employees or third parties
with which we conduct business, including cloud service
providers. These disruptions may occur as a result of events
that affect only our buildings or systems or those of such
third parties, or as a result of events with a broader impact
globally, regionally or in the cities where those buildings or
systems are located, including, but not limited to, natural
disasters, war, civil unrest, terrorism, economic or political
developments, pandemics and weather events.

In addition, although we seek to diversify our third-party
vendors to increase our resiliency, we are also exposed to
the risk that a disruption or other information technology
event at a common service provider to our vendors could
impede their ability to provide products or services to us,
including in connection with our new business initiatives.
We may not be able to effectively monitor or mitigate
operational risks relating to our vendors’ use of common
service providers.

Goldman Sachs 2021 Form 10-K

39

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Aside from work-from-home arrangements during the
COVID-19 pandemic, nearly all of our employees in our
primary locations, including the New York metropolitan
area, London, Bengaluru, Hong Kong, Tokyo and Salt Lake
City, work in close proximity to one another, in one or
more buildings. Notwithstanding our efforts to maintain
business continuity, given that our headquarters and the
largest concentration of our employees are in the New York
metropolitan area, and our two principal office buildings in
the New York area both are located on the waterfront of
the Hudson River, depending on the intensity and longevity
of the event, a catastrophic event impacting our New York
including a terrorist attack,
metropolitan area offices,
extreme weather event or other hostile or catastrophic
event, could negatively affect our business. If a disruption
occurs in one location and our employees in that location
are unable to occupy our offices or communicate with or
travel to other locations or successfully work remotely, our
ability to service and interact with our clients may suffer,
and we may not be able to successfully implement
contingency plans that depend on communication, work-
from-home arrangements or travel.

A failure to protect our computer systems, networks
and information, and our clients’ information, against
cyber attacks and similar threats could impair our
ability to conduct our businesses, result in the
disclosure,
theft or destruction of confidential
information, damage our reputation and cause losses.

Our operations rely on the secure processing, storage and
transmission of confidential and other information in our
computer systems and networks and those of our vendors.
There have been a number of highly publicized cases
involving financial services companies, consumer-based
companies, software and information technology service
providers, governmental agencies and other organizations
reporting the unauthorized access or disclosure of client,
customer or other confidential information in recent years,
as well as cyber attacks involving the dissemination, theft
and destruction of corporate information or other assets, as
a result of failure to follow procedures by employees or
contractors or as a result of actions by third parties,
including actions by foreign governments. There have also
been several highly publicized cases where hackers have
requested “ransom” payments
in exchange for not
disclosing customer information or for restoring access to
information or systems.

40

Goldman Sachs 2021 Form 10-K

We are regularly the target of attempted cyber attacks,
including denial-of-service attacks, and must continuously
monitor and develop our systems to protect the integrity and
functionality of our technology infrastructure and access to
and the security of our data. We have faced an increasing
number of attempted cyber attacks as we expand our mobile-
and other internet-based products and services, as well as our
usage of mobile and cloud technologies, and as we provide
more of these services to a greater number of individual
consumers. The increasing migration of our communication
from devices we provide to employee-owned devices presents
additional risks of cyber attacks, as do work-from-home
arrangements such as those implemented in response to the
our
COVID-19
interconnectivity with third-party vendors
(and their
respective service providers), central agents, exchanges,
clearing houses and other financial institutions, we could be
adversely impacted if any of them is subject to a successful
cyber attack or other information security event. These
impacts could include the loss of access to information or
services from the third party subject to the cyber attack or
other information security event, which could,
in turn,
interrupt certain of our businesses.

pandemic.

addition,

due

to

In

the

especially because

Despite our efforts to ensure the integrity of our systems
and information, we may not be able to anticipate, detect or
implement effective preventive measures against all cyber
threats,
techniques used are
increasingly sophisticated, change frequently and are often
not recognized until launched. Cyber attacks can originate
from a variety of sources, including third parties who are
affiliated with or sponsored by foreign governments or are
involved with organized crime or terrorist organizations.
Third parties may also attempt to place individuals in our
offices or induce employees, clients or other users of our
systems to disclose sensitive information or provide access
to our data or that of our clients, and these types of risks
may be difficult to detect or prevent.

Although we take protective measures proactively and
endeavor to modify them as circumstances warrant, our
computer systems, software and networks may be vulnerable
to unauthorized access, misuse, computer viruses or other
malicious code, cyber attacks on our vendors and other
events that could have a security impact. Risks relating to
cyber attacks on our vendors have been increasing given the
greater frequency and severity in recent years of supply chain
attacks affecting software and information technology
service
and
interconnectedness of our systems, the process of enhancing
our protective measures can itself create a risk of systems
disruptions and security issues.
In addition, protective
measures that we employ to compartmentalize our data may
reduce our visibility into, and adversely affect our ability to
respond to, cyber threats and issues with our systems.

providers. Due

complexity

the

to

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

If one or more of such events occur, this potentially could
jeopardize our or our clients’ or counterparties’ confidential
and other information processed, stored in, or transmitted
through our computer systems and networks, or otherwise
cause interruptions or malfunctions in our operations or
those of our clients, counterparties or third parties, which
could impact their ability to transact with us or otherwise
result in legal or regulatory action, significant losses or
reputational damage. In addition, such an event could
persist for an extended period of time before being detected,
and, following detection, it could take considerable time for
us to obtain full and reliable information about the extent,
amount and type of information compromised. During the
course of an investigation, we may not know the full impact
of the event and how to remediate it, and actions, decisions
and mistakes that are taken or made may further increase
the negative effects of the event on our business, results of
operations and reputation.

We have expended, and expect to continue to expend,
significant resources on an ongoing basis to modify our
protective measures and to investigate and remediate
vulnerabilities or other exposures, but these measures may
be ineffective and we may be subject to legal or regulatory
action, as well as financial losses that are either not insured
fully covered through any insurance
against or not
maintained by us.

Our clients’ confidential information may also be at risk
from the compromise of clients’ personal electronic devices
or as a result of a data security breach at an unrelated
company. Losses due to unauthorized account activity
could harm our reputation and may have adverse effects on
our business, financial condition and results of operations.

The increased use of mobile and cloud technologies can
heighten these and other operational risks, as can work-
from-home arrangements. Certain aspects of the security of
such technologies are unpredictable or beyond our control,
and the failure by mobile technology and cloud service
providers to adequately safeguard their systems and prevent
cyber attacks could disrupt our operations and result in
misappropriation, corruption or loss of confidential and
other information.
there is a risk that
encryption and other protective measures, despite their
sophistication, may be defeated, particularly to the extent
that new computing technologies vastly increase the speed
and computing power available.

In addition,

We routinely transmit and receive personal, confidential and
proprietary information by email and other electronic means.
We have discussed and worked with clients, vendors, service
providers, counterparties and other third parties to develop
secure transmission capabilities and protect against cyber
attacks, but we do not have, and may be unable to put in
place, secure capabilities with all of our clients, vendors,
service providers, counterparties and other third parties and
we may not be able to ensure that these third parties have
appropriate controls in place to protect the confidentiality of
the information. An interception, misuse or mishandling of
personal, confidential or proprietary information being sent
to or received from a client, vendor, service provider,
counterparty or other third party could result in legal
liability, regulatory action and reputational harm.

We may incur losses as a result of ineffective risk
management processes and strategies.

We seek to monitor and control our risk exposure through
a risk and control framework encompassing a variety of
separate but complementary financial, credit, operational,
compliance and legal reporting systems, internal controls,
management review processes and other mechanisms. Our
risk management process seeks to balance our ability to
profit from market-making, investing or lending positions,
and underwriting activities, with our exposure to potential
losses. While we employ a broad and diversified set of risk
monitoring
those
risk mitigation
and
that accompany their
techniques and the judgments
application cannot anticipate every economic and financial
outcome or the specifics and timing of such outcomes.
Thus, in the course of our activities, we have incurred and
may in the future incur losses. Market conditions in recent
years have involved unprecedented dislocations and
highlight the limitations inherent in using historical data to
manage risk.

techniques,

reflect assumptions about

The models that we use to assess and control our risk
exposures
the degrees of
correlation or lack thereof among prices of various asset
classes or other market indicators. In times of market stress
or other unforeseen circumstances, previously uncorrelated
indicators may become correlated, or conversely previously
correlated indicators may move in different directions. These
types of market movements have at times limited the
effectiveness of our hedging strategies and have caused us to
incur significant losses, and they may do so in the future.
These changes in correlation have been and may in the future
be exacerbated where other market participants are using
risk or trading models with assumptions or algorithms that
are similar to ours. In these and other cases, it may be
difficult to reduce our risk positions due to the activity of
other market participants or widespread market dislocations,
including circumstances where asset values are declining
significantly or no market exists for certain assets.

Goldman Sachs 2021 Form 10-K

41

Climate change could disrupt our businesses and
adversely affect client activity levels and the
creditworthiness of our clients and counterparties,
and our efforts to address concerns relating to climate
change could result in damage to our reputation.

Climate change may cause extreme weather events that
disrupt operations at one or more of our primary locations,
which may negatively affect our ability to service and
interact with our clients, adversely affect the value of our
investments,
including our real estate investments, and
reduce the availability or increase the cost of insurance.
Climate change and the transition to a less carbon-
dependent economy may also have a negative impact on the
operations or financial condition of our clients and
counterparties, which may decrease revenues from those
clients and counterparties and increase the credit risk
associated with loans and other credit exposures to those
clients and counterparties. In addition, climate change may
impact the broader economy.

We are also exposed to risks resulting from changes in
public policy, laws and regulations, or market and public
perceptions and preferences
in connection with the
transition to a less carbon-dependent economy. These
changes could adversely affect our business, results of
operations and reputation. For example, our reputation
and client relationships may be damaged as a result of our
involvement, or our clients’
in certain
associated with causing or
industries or projects
exacerbating climate change, as well as any decisions we
make to continue to conduct or change our activities in
response to considerations relating to climate change. If we
are unable to achieve our objectives relating to climate
change or our response to climate change is perceived to be
ineffective or insufficient, our business, reputation and
efforts to recruit and retain employees may suffer.

involvement,

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

In addition, the use of models in connection with risk
management and numerous other critical activities presents
risks that such models may be ineffective, either because of
poor design,
ineffective testing, or improper or flawed
inputs, as well as unpermitted access to such models
resulting in unapproved or malicious changes to the model
or its inputs.

To the extent that we have positions through our market-
making or origination activities or we make investments
directly through our investing activities, including private
equity, that do not have an established liquid trading
market or are otherwise subject to restrictions on sale or
hedging, we may not be able to reduce our positions and
therefore reduce our risk associated with those positions. In
addition, to the extent permitted by applicable law and
regulation, we invest our own capital in private equity,
credit, real estate and hedge funds that we manage and
limitations on our ability to withdraw some or all of our
investments in these funds, whether for legal, reputational
or other reasons, may make it more difficult for us to
control the risk exposures relating to these investments.

Prudent risk management, as well as regulatory restrictions,
may cause us to limit our exposure to counterparties,
geographic areas or markets, which may limit our business
opportunities and increase the cost of our funding or
hedging activities.

As we have expanded and intend to continue to expand the
product and geographic scope of our offerings of credit
products to consumers, we are presented with different
credit risks and must expand and adapt our credit risk
monitoring and mitigation activities to account for these
business activities. A failure to adequately assess and
control such risk exposures could result in losses to us.

For further information about our risk management
policies and procedures, see “Management’s Discussion
and Analysis of Financial Condition and Results of
Operations — Risk Management” in Part II, Item 7 of this
Form 10-K.

We may incur losses as a result of unforeseen or
catastrophic events,
including pandemics, terrorist
attacks, extreme weather events or other natural
disasters.

The occurrence of unforeseen or catastrophic events,
including pandemics,
such as COVID-19, or other
widespread health emergencies (or concerns over the
possibility of such an emergency), terrorist attacks, extreme
weather events, solar events or other natural disasters,
could create economic and financial disruptions, and could
lead to operational difficulties (including travel limitations
and limitations on occupancy in our offices) that could
impair our ability to manage our businesses.

42

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

regulators,

stakeholders

the perspectives of

New regulations or guidance relating to climate change, as
shareholders,
well as
employees and other
regarding climate
change, may affect whether and on what terms and
conditions we engage in certain activities or offer certain
products. Federal and state, and non-U.S. banking
regulators and supervisory authorities, shareholders and
other stakeholders have increasingly viewed financial
institutions as playing an important role in helping to
address risks related to climate change, both directly and
with respect to their clients, which may result in financial
institutions coming under increased requirements and
expectations regarding the disclosure and management of
their climate risks and related lending,
investment and
advisory activities. We also may become subject to new or
heightened regulatory requirements relating to climate
change, such as requirements relating to operational
resiliency or stress testing for various climate stress
scenarios. Any such new or heightened requirements could
result in increased regulatory, compliance or other costs or
higher capital requirements. The risks associated with, and
the perspective of regulators, shareholders, employees and
other stakeholders regarding, climate change are continuing
to evolve rapidly, which can make it difficult to assess the
ultimate impact on us of climate change-related risks and
uncertainties, and we expect that climate change-related
risks will increase over time.

Legal and Regulatory

Our businesses and those of our clients are subject to
extensive and pervasive regulation around the world.

As a participant in the financial services industry and a
systemically important financial institution, we are subject
to extensive regulation in jurisdictions around the world.
We face the risk of significant
intervention by law
enforcement, regulatory and taxing authorities, as well as
private litigation, in all jurisdictions in which we conduct
our businesses. In many cases, our activities have been and
may continue to be subject to overlapping and divergent
regulation in different jurisdictions. Among other things, as
a result of law enforcement authorities, regulators or
private parties challenging our compliance with existing
laws and regulations, we or our employees have been, and
could be,
sanctioned;
prohibited from engaging in some of our business activities;
subjected to limitations or conditions on our business
activities,
requirements; or
subjected to new or substantially higher taxes or other
governmental charges in connection with the conduct of
our businesses or with respect to our employees. These
limitations or conditions may limit our business activities
and negatively impact our profitability.

criminally charged or

including higher

capital

fined,

In addition to the impact on the scope and profitability of
our business activities, day-to-day compliance with existing
laws and regulations has involved and will continue to
involve significant amounts of time, including that of our
senior leaders and that of a large number of dedicated
compliance and other reporting and operational personnel,
all of which may negatively impact our profitability.

Our revenues and profitability and those of our competitors
have been and will continue to be impacted by requirements
relating to capital, additional
loss-absorbing capacity,
leverage, minimum liquidity and long-term funding levels,
requirements related to resolution and recovery planning,
derivatives clearing and margin rules and levels of
regulatory oversight, as well as limitations on which and, if
permitted, how certain business activities may be carried
out by financial institutions. The laws and regulations that
apply to our businesses are often complex and, in many
cases, we must make interpretive decisions regarding the
application of those laws and regulations to our business
activities. Changes in interpretations, whether in response
industry conventions, our own
to regulatory guidance,
reassessments or otherwise, could adversely affect our
businesses, results of operations or ability to satisfy
applicable regulatory requirements, such as capital or
liquidity requirements.

capacity

leverage,

liquidity,

loss-absorbing

including capital,
total

If there are new laws or regulations or changes in the
interpretation or
existing laws or
enforcement of
regulations applicable to our businesses or those of our
long-term
clients,
debt,
and margin
requirements, restrictions on leveraged lending or other
business practices, reporting requirements, requirements
relating to recovery and resolution planning, tax burdens
and compensation restrictions, that are imposed on a
limited subset of financial institutions (whether based on
size, method of funding, activities, geography or other
criteria), compliance with these new laws or regulations, or
changes in the enforcement of existing laws or regulations,
could adversely affect our ability to compete effectively
with other institutions that are not affected in the same
regulation imposed on financial
way.
institutions or market participants generally, such as taxes
on stock transfers and other financial transactions, could
adversely impact levels of market activity more broadly,
and thus impact our businesses. Changes to laws or
regulations,
tax laws, could also have a
disproportionate impact on us, based on the way those laws
or regulations are applied to financial services and financial
firms or due to our corporate structure.

In addition,

such as

Goldman Sachs 2021 Form 10-K

43

As described in “Business — Regulation — Banking
Supervision and Regulation” in Part I, Item 1 of this
Form 10-K, the SCB has replaced the capital conservation
buffer under the Standardized Capital Rules and resulted in
higher Standardized capital ratio requirements. Failure to
comply with these requirements could limit our ability to,
among other things, repurchase shares, pay dividends and
make certain discretionary compensation payments. In
addition, if, as in 2020, we are required to resubmit our
capital plan, we generally may not make
capital
distributions, such as share repurchases or dividends,
without the prior approval of the FRB. Dividends and
repurchases are also subject to oversight by the FRB, which
can result in limitations. Limitations on our ability to make
capital distributions could, among other things, prevent us
from returning capital to our shareholders and impact our
return on equity. Additionally, as a G-SIB, we are subject to
the G-SIB surcharge. Our G-SIB surcharge is updated
annually based on financial data from the prior year.
Expansion of our businesses, growth in our balance sheet
and increased reliance on short-term wholesale funding
have resulted in increases and in the future may result in
further
and a
corresponding increase in our capital requirements.

in our G-SIB surcharge

increases

We are also subject to laws and regulations, such as the
GDPR and the California Consumer Privacy Act, relating
to the privacy of the information of clients, employees or
others, and any failure to comply with these laws and
regulations could expose us to liability and/or reputational
damage. As new privacy-related laws and regulations are
implemented, the time and resources needed for us to
comply with such laws and regulations, as well as our
liability for non-compliance and reporting
potential
obligations in the case of data breaches, may significantly
increase.

In addition, our businesses are increasingly subject to laws
and regulations relating to surveillance, encryption and
data on-shoring in the jurisdictions in which we operate.
Compliance with these laws and regulations may require us
to change our policies, procedures and technology for
information security, which could, among other things,
make us more
and
misappropriation, corruption or loss of information or
technology.

vulnerable

to cyber

attacks

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

changing

These developments could impact our profitability in the
affected jurisdictions, or even make it uneconomic for us to
continue to conduct all or certain of our businesses in those
jurisdictions, or could cause us to incur significant costs
practices,
associated with
restructuring our businesses, moving all or certain of our
businesses and our employees to other locations or
complying with applicable capital requirements, including
reducing dividends or share repurchases, liquidating assets
or raising capital in a manner that adversely increases our
funding
affects our
shareholders and creditors.

costs or otherwise

adversely

business

our

on

U.S. and non-U.S. regulatory developments, in particular
the Dodd-Frank Act and Basel III, have significantly altered
the regulatory framework within which we operate and
have adversely affected and may in the future adversely
affect our profitability. Among the aspects of the Dodd-
Frank Act that have affected or may in the future affect our
businesses are: increased capital, liquidity and reporting
requirements; limitations on activities in which we may
engage; increased regulation of and restrictions on OTC
limitations on
derivatives markets and transactions;
incentive
affiliate
limitations
compensation;
transactions; requirements to reorganize or limit activities
in connection with recovery and resolution planning;
increased deposit insurance assessments; and increased
standards of care for broker-dealers and investment
advisers in dealing with clients. The implementation of
higher capital requirements, more stringent requirements
relating to liquidity,
loss-
absorbing capacity and the prohibition on proprietary
trading and the sponsorship of, or investment in, covered
funds by the Volcker Rule may continue to adversely affect
our profitability and competitive position, particularly if
these requirements do not apply equally to our competitors
or are not implemented uniformly across jurisdictions. We
may also become subject to higher and more stringent
capital and other regulatory requirements as a result of the
implementation of Basel Committee standards, including
the new credit and operational risk capital standards
published in December 2017 and the new market risk
capital standard published in January 2019.

long-term debt and total

44

Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

We have entered into consumer-oriented deposit-taking,
lending and credit card businesses, and we expect to expand
the product and geographic scope of our offerings. Entering
into these businesses subjects us to numerous additional
regulations in the jurisdictions in which these businesses
operate. Not only are these regulations extensive, but they
involve types of regulations and supervision, as well as
regulatory compliance risks, that have not historically
applied to us. The level of regulatory scrutiny and the scope
of
interactions with
consumers is often much greater than that associated with
doing business with institutions and high-net-worth
individuals. Complying with these regulations is time-
consuming, costly and presents new and increased risks.

regulations

financial

affecting

Increasingly, regulators and courts have sought to hold
financial
institutions liable for the misconduct of their
clients where they have determined that the financial
institution should have detected that the client was engaged
in wrongdoing, even though the financial institution had no
direct knowledge of the activities engaged in by its client.
Regulators and courts have also increasingly found liability
as a “control person” for activities of entities in which
financial
institutions or funds controlled by financial
institutions have an investment, but which they do not
regulators and courts
actively manage.
continue to seek to establish “fiduciary” obligations to
counterparties to which no such duty had been assumed to
exist. To the extent that such efforts are successful, the cost
of, and liabilities associated with, engaging in brokerage,
clearing, market-making, prime brokerage, investing and
other similar activities could increase significantly. To the
extent that we have fiduciary obligations in connection
with acting as a financial adviser or investment adviser or in
other roles for individual,
institutional, sovereign or
investment fund clients, any breach, or even an alleged
breach, of such obligations could have materially negative
legal, regulatory and reputational consequences.

In addition,

A failure to appropriately identify and address
potential conflicts of interest could adversely affect
our businesses.

Due to the broad scope of our businesses and our client
base, we regularly address potential conflicts of interest,
including situations where our services to a particular client
or our own investments or other interests conflict, or are
perceived to conflict, with the interests of that client or
another client, as well as situations where one or more of
our businesses have access
to material non-public
information that may not be shared with our other
businesses and situations where we may be a creditor of an
entity with which we also have an advisory or other
relationship.

In addition, our status as a BHC subjects us to heightened
regulation and increased regulatory scrutiny by the FRB
with respect to transactions between GS Bank USA and its
subsidiaries and entities that are or could be viewed as
affiliates of ours and, under the Volcker Rule, transactions
between us and covered funds.

among

businesses.

We have extensive procedures and controls that are
designed to identify and address conflicts of interest,
including those designed to prevent the improper sharing of
However,
our
information
appropriately identifying and dealing with conflicts of
interest is complex and difficult, and our reputation, which
is one of our most important assets, could be damaged and
the willingness of clients to enter into transactions with us
may be adversely affected if we fail, or appear to fail, to
identify, disclose and deal appropriately with conflicts of
interest. In addition, potential or perceived conflicts could
give rise to litigation or regulatory enforcement actions.
Additionally, our One Goldman Sachs initiative aims to
increase collaboration among our businesses, which may
increase the potential for actual or perceived conflicts of
interest and improper information sharing.

For information about the extensive regulation to which
our businesses are subject, see “Business — Regulation” in
Part I, Item 1 of this Form 10-K.

We may be adversely affected by increased
governmental and regulatory scrutiny or negative
publicity.

Governmental scrutiny from regulators, legislative bodies
and law enforcement agencies with respect to matters
relating to compensation, our business practices, our past
actions and other matters remains at high levels. Political
and public sentiment regarding financial institutions has in
the past and may in the future result in a significant amount
of adverse press coverage, as well as adverse statements or
charges by regulators or other government officials. Press
coverage and other public statements that assert some form
of wrongdoing (including, in some cases, press coverage
and public statements that do not directly involve us) often
result in some type of investigation by regulators, legislators
and law enforcement officials or in lawsuits.

Goldman Sachs 2021 Form 10-K

45

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Responding to these investigations and lawsuits, regardless
of the ultimate outcome of the proceeding, is time-consuming
and expensive and can divert the time and effort of our senior
management from our business. Penalties and fines sought by
regulatory authorities have increased substantially and
certain regulators have been more likely in recent years to
commence enforcement actions or to support legislation
targeted at the financial services industry. Governmental
authorities may also be more likely to pursue criminal or
other actions, including seeking admissions of wrongdoing
or guilty pleas, in connection with the resolution of an
inquiry or investigation to the extent a company is viewed as
having previously engaged in criminal, regulatory or other
misconduct. Adverse publicity, governmental scrutiny and
legal and enforcement proceedings can also have a negative
impact on our
reputation and on the morale and
performance of our employees, which could adversely affect
our businesses and results of operations.

The financial services industry generally and our businesses
in particular have been subject to negative publicity. Our
reputation and businesses may be adversely affected by
negative publicity or information regarding our businesses
and personnel, whether or not accurate or true, that may be
posted on social media or other internet forums or published
by news organizations. Postings on these types of forums
may also adversely impact risk positions of our clients and
other parties that owe us money, securities or other assets
and increase the chance that they will not perform their
obligations to us or reduce the revenues we receive from their
use of our services. The speed and pervasiveness with which
information can be disseminated through these channels, in
particular social media, may magnify risks relating to
negative publicity.

Substantial civil or criminal
liability or significant
regulatory action against us could have material
adverse financial effects or cause us significant
reputational harm, which in turn could seriously harm
our business prospects.

We face significant legal risks in our businesses, and the
volume of claims and amount of damages and penalties
claimed in litigation and regulatory proceedings against
financial institutions remain high. See Notes 18 and 27 to the
consolidated financial statements in Part II, Item 8 of this
Form 10-K for information about certain of our legal and
regulatory proceedings and investigations. We have seen legal
claims by consumers and clients increase in a market
downturn and employment-related claims increase following
reduced our headcount.
periods
Additionally, governmental entities have been plaintiffs and
are parties in certain of our legal proceedings, and we may face
future civil or criminal actions or claims by the same or other
governmental entities, as well as follow-on civil litigation that
is often commenced after regulatory settlements.

in which we have

46

Goldman Sachs 2021 Form 10-K

large

cases,

affect
in

several
some

settlements
including,

financial
by
Significant
institutions,
us, with
in
governmental entities have been publicly announced. The
trend of large settlements with governmental entities may
the outcomes
financial
adversely
especially where
institutions
similar
governmental officials have announced that
the large
settlements will be used as the basis or a template for other
enforcement
settlements. The
environment makes it difficult to estimate probable losses,
which can lead to substantial disparities between legal
reserves and subsequent actual settlements or penalties.

for other

regulatory

uncertain

actions,

financial

institutions

Claims of collusion or anti-competitive conduct have
become more common. Civil cases have been brought
against
(including us) alleging
bid-rigging, group boycotts or other anti-competitive
practices. Antitrust laws generally provide for joint and
several liability and treble damages. These claims have
resulted in significant settlements in the past and may do so
in the future.

We are subject
to laws and regulations worldwide,
including the FCPA and the U.K. Bribery Act, relating to
corrupt and illegal payments to, and hiring practices with
regard to, government officials and others. Violation of
these or similar laws and regulations have in the past
resulted in and could in the future result in significant
monetary penalties. Such violations could also result in
severe restrictions on our activities and damage to our
reputation.

Certain law enforcement authorities have recently required
admissions of wrongdoing, and, in some cases, criminal
pleas, as part of the resolutions of matters brought against
financial institutions or their employees. See for example,
“1MDB-Related Matters” in Note 27 to the consolidated
financial statements in Part II, Item 8 of this Form 10-K.
Any such resolution of a criminal matter involving us or our
employees could lead to increased exposure to civil
litigation, could adversely affect our reputation, could
result in penalties or limitations on our ability to conduct
our activities generally or in certain circumstances and
could have other negative effects. Further, as a result of the
1MDB settlement, we are no longer a “well-known
seasoned issuer,” which places limitations on the manner in
which we can market our securities.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

In conducting our businesses around the world, we
are subject to political, legal, regulatory and other
risks that are inherent in operating in many countries.

are

In conducting our businesses and supporting our global
operations, we
to risks of possible
subject
nationalization,
expropriation, price controls, capital
controls, exchange controls, communications and other
content restrictions, and other restrictive governmental
actions. For example, sanctions have been imposed by the
U.S. and the E.U. on certain individuals and companies in
Russia and Venezuela. In many countries, the laws and
regulations applicable to the securities and financial
services industries and many of the transactions in which
we are involved are uncertain and evolving, and it may be
difficult for us to determine the exact requirements of local
laws in every market. We have been in some cases subject to
divergent and conflicting laws and regulations across
markets, and we are increasingly subject to the risk that the
jurisdictions in which we operate may implement laws and
regulations that directly conflict with those of another
jurisdiction. Any determination by local regulators that we
have not acted in compliance with the application of local
laws in a particular market or our failure to develop
effective working relationships with local regulators could
have a significant and negative effect not only on our
businesses in that market, but also on our reputation
generally. Further, in some jurisdictions a failure, or alleged
failure, to comply with laws and regulations has subjected
and may in the future subject us and our personnel not only
to civil actions, but also criminal actions and other
sanctions. We are also subject to the enhanced risk that
transactions we structure might not be legally enforceable
in all cases.

While business and other practices throughout the world
differ, our principal entities are subject in their operations
worldwide to rules and regulations relating to corrupt and
illegal payments, hiring practices and money laundering, as
well as laws relating to doing business with certain
individuals, groups and countries, such as the FCPA, the
BSA and the U.K. Bribery Act. While we have invested and
continue to invest significant resources in training and in
compliance monitoring, the geographical diversity of our
operations, employees, clients and consumers, as well as the
vendors and other third parties that we deal with, greatly
increases the risk that we may be found in violation of such
rules or regulations and any such violation could subject us
to significant penalties or adversely affect our reputation.
See for example, “1MDB-Related Matters” in Note 27 to
the consolidated financial statements in Part II, Item 8 of
this Form 10-K.

In addition, there have been a number of highly publicized
cases around the world, involving actual or alleged fraud or
other misconduct by employees in the financial services
industry, and we have had and may in the future have
employee misconduct. This misconduct has included and
may also in the future include intentional efforts to ignore
or circumvent applicable policies, rules or procedures or
misappropriation of funds and the theft of proprietary
is not
information,
always possible to deter or prevent employee misconduct
and the precautions we take to prevent and detect this
activity have not been and may not be effective in all cases,
as reflected by the settlements relating to 1MDB.

including proprietary software.

It

regulatory

application of

The
and
requirements in the U.S. and non-U.S. jurisdictions to
facilitate the orderly resolution of
large financial
institutions could create greater risk of loss for Group
Inc.’s security holders.

strategies

As described in “Business — Regulation — Banking
Supervision and Regulation — Insolvency of an IDI or a
BHC,” if the FDIC is appointed as receiver under OLA, the
rights of Group Inc.’s creditors would be determined under
OLA, and substantial differences exist in the rights of
creditors between OLA and the U.S. Bankruptcy Code,
including the right of the FDIC under OLA to disregard the
strict priority of creditor claims in some circumstances,
which could have a material adverse effect on our
debtholders.

The FDIC has announced that a single point of entry
strategy may be a desirable strategy under OLA to resolve a
large financial institution in a manner that would, among
other things, impose losses on shareholders, debtholders
and other creditors of the top-tier BHC (in our case, Group
Inc.), while the BHC’s subsidiaries may continue to operate.
It is possible that the application of the single point of entry
strategy under OLA, in which Group Inc. would be the only
entity to enter resolution proceedings (and its material
broker-dealer, bank and other operating entities would not
enter resolution proceedings), would result in greater losses
to Group Inc.’s security holders (including holders of our
fixed rate, floating rate and indexed debt securities), than
the losses that would result from the application of a
bankruptcy proceeding or a different resolution strategy,
such as a multiple point of entry resolution strategy for
Group Inc. and certain of its material subsidiaries.

Goldman Sachs 2021 Form 10-K

47

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

security holders

Assuming Group Inc. entered resolution proceedings and
that support from Group Inc. or other available resources
to its subsidiaries was sufficient to enable the subsidiaries to
remain solvent, losses at the subsidiary level would be
transferred to Group Inc. and ultimately borne by Group
Inc.’s security holders, third-party creditors of Group Inc.’s
subsidiaries would receive full recoveries on their claims,
and Group Inc.’s
(including our
shareholders, debtholders and other unsecured creditors)
could face significant and possibly complete losses. In that
case, Group Inc.’s security holders would face losses while
the third-party creditors of Group Inc.’s subsidiaries would
incur no losses because the subsidiaries would continue to
operate and would not enter resolution or bankruptcy
proceedings. In addition, holders of Group Inc.’s eligible
long-term debt and holders of Group Inc.’s other debt
securities could face losses ahead of its other similarly
situated creditors in a resolution under OLA if the FDIC
exercised its right, described above, to disregard the priority
of creditor claims.

OLA also provides the FDIC with authority to cause
creditors and shareholders of the financial company in
receivership to bear losses before taxpayers are exposed to
such losses, and amounts owed to the U.S. government
would generally receive a statutory payment priority over
the claims of private creditors, including senior creditors.

In addition, under OLA, claims of creditors (including
debtholders) could be satisfied through the issuance of
equity or other securities in a bridge entity to which Group
Inc.’s assets are transferred. If such a securities-for-claims
exchange were implemented, there can be no assurance that
the value of the securities of the bridge entity would be
sufficient to repay or satisfy all or any part of the creditor
claims for which the securities were exchanged. While the
FDIC has issued regulations to implement OLA, not all
aspects of how the FDIC might exercise this authority are
known and additional rulemaking is possible.

48

Goldman Sachs 2021 Form 10-K

In addition, certain jurisdictions, including the U.K. and the
E.U., have implemented resolution regimes to provide
resolution authorities with the ability to recapitalize a
failing entity by writing down its unsecured debt or
converting its unsecured debt into equity. Such “bail-in”
powers are intended to enable the recapitalization of a
failing institution by allocating losses to its shareholders
and unsecured debtholders. For example, the Bank of
intercompany
England requires a certain amount of
funding that we provide to our material U.K. subsidiaries to
contain a contractual trigger to expressly permit the Bank
of England to exercise such “bail-in” powers in certain
circumstances. If the intercompany funding we provide to
our subsidiaries is “bailed in,” Group Inc.’s claims on its
subsidiaries would be subordinated to the claims of the
subsidiaries’ third-party creditors or written down. U.S.
regulators are considering and non-U.S. authorities have
adopted requirements that certain subsidiaries of large
financial institutions maintain minimum amounts of total
loss-absorbing capacity that would pass losses up from the
subsidiaries to the top-tier BHC and, ultimately, to security
holders of the top-tier BHC in the event of failure.

The application of Group Inc.’s proposed resolution
strategy could result in greater losses for Group Inc.’s
security holders.

In our resolution plan, Group Inc. would be resolved under
the U.S. Bankruptcy Code. The strategy described in our
resolution plan is a variant of the single point of entry
strategy: Group Inc. and Goldman Sachs Funding LLC
(Funding IHC), a wholly-owned, direct subsidiary of Group
Inc., would recapitalize and provide liquidity to certain
major subsidiaries, including through the forgiveness of
intercompany indebtedness, the extension of the maturities
intercompany indebtedness and the extension of
of
additional
strategy were
successful, creditors of some or all of Group Inc.’s major
subsidiaries would receive full recoveries on their claims,
while Group Inc.’s security holders could face significant
and possibly complete losses.

intercompany loans.

this

If

To facilitate the execution of our resolution plan, we
formed Funding IHC.
In exchange for an unsecured
subordinated funding note and equity interest, Group Inc.
transferred
and
substantially all of its GCLA to Funding IHC, and agreed to
transfer additional GCLA above prescribed thresholds.

intercompany

receivables

certain

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

the

and

financial

terminate

automatically

We also put in place a Capital and Liquidity Support
Agreement (CLSA) among Group Inc., Funding IHC and
our major subsidiaries. Under the CLSA, Funding IHC has
provided Group Inc. with a committed line of credit that
allows Group Inc. to draw sufficient funds to meet its cash
needs during the ordinary course of business. In addition, if
our
resources deteriorate so severely that
resolution may be imminent, (i) the committed line of credit
unsecured
will
subordinated funding note will automatically be forgiven,
(ii) all
intercompany receivables owed by the major
subsidiaries to Group Inc. will be transferred to Funding
IHC or their maturities will be extended to five years,
(iii) Group Inc. will be obligated to transfer substantially all
of its remaining intercompany receivables and GCLA (other
than an amount to fund anticipated bankruptcy expenses)
to Funding IHC, and (iv) Funding IHC will be obligated to
provide capital and liquidity support
to the major
subsidiaries. Group Inc.’s and Funding IHC’s obligations
under the CLSA are secured pursuant to a related security
agreement. Such actions would materially and adversely
affect Group Inc.’s liquidity. As a result, during a period of
severe stress, Group Inc. might commence bankruptcy
proceedings at an earlier time than it otherwise would if the
CLSA and related security agreement had not been
implemented.

As a result of our recovery and resolution planning
processes,
including incorporating feedback from our
regulators, we may incur increased operational, funding or
other costs and face limitations on our ability to structure
our internal organization or engage in internal or external
activities in a manner that we may otherwise deem most
operationally efficient.

Our commodities activities, particularly our physical
commodities activities, subject us to extensive
regulation and involve certain potential
risks,
including environmental, reputational and other risks
that may expose us to significant liabilities and costs.

As part of our commodities business, we purchase and sell
certain physical commodities, arrange for their storage and
transport, and engage in market making of commodities.
The commodities involved in these activities may include
crude oil, refined oil products, natural gas, liquefied natural
gas, electric power, agricultural products, metals (base and
precious), minerals
(including unenriched uranium),
emission credits, coal, freight and related products and
indices.

We make investments in and finance entities that engage in
the production, storage and transportation of numerous
commodities
commodities,
referenced above.

including many of

the

its guarantee obligations

If Group Inc.’s proposed resolution strategy were
successful, Group Inc.’s security holders could face losses
while the third-party creditors of Group Inc.’s major
subsidiaries would incur no losses because
those
subsidiaries would continue to operate and not enter
resolution or bankruptcy proceedings. As part of the
strategy, Group Inc. could also seek to elevate the priority
of
relating to its major
subsidiaries’ derivative contracts or transfer them to
another entity so that cross-default and early termination
rights would be stayed under the ISDA Protocols, as
applicable, which would result in holders of Group Inc.’s
eligible long-term debt and holders of Group Inc.’s other
debt securities incurring losses ahead of the beneficiaries of
those guarantee obligations. It is also possible that holders
of Group Inc.’s eligible long-term debt and other debt
securities could incur losses ahead of other similarly
situated creditors of Group Inc.’s major subsidiaries.

If Group Inc.’s proposed resolution strategy were not
successful, Group Inc.’s financial condition would be
adversely impacted and Group Inc.’s security holders,
including debtholders, may as a consequence be in a worse
position than if the strategy had not been implemented. In
all cases, any payments to debtholders are dependent on
our ability to make such payments and are therefore subject
to our credit risk.

These activities subject us and/or the entities in which we
invest to extensive and evolving federal, state and local
energy, environmental, antitrust and other governmental
laws and regulations worldwide, including environmental
laws and regulations relating to, among others, air quality,
water quality, waste management,
transportation of
hazardous substances, natural resources, site remediation
and health and safety. Additionally, rising climate change
concerns have led to additional regulation that could
increase the operating costs and adversely affect
the
profitability of certain of our investments.

There may be substantial costs in complying with current or
future laws and regulations relating to our commodities-
related activities and investments. Compliance with these
laws and regulations could require significant commitments
of capital toward environmental monitoring, renovation of
storage facilities or transport vessels, payment of emission
fees and carbon or other taxes, and application for, and
holding of, permits and licenses.

Goldman Sachs 2021 Form 10-K

49

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Commodities involved in our intermediation activities and
investments are also subject to the risk of unforeseen or
catastrophic events, which are likely to be outside of our
control, including those arising from the breakdown or
failure of transport vessels, storage facilities or other
equipment or processes or other mechanical malfunctions,
fires,
leaks, spills or release of hazardous substances,
performance below expected levels of output or efficiency,
terrorist attacks, extreme weather events or other natural
disasters or other hostile or catastrophic events. In addition,
we rely on third-party suppliers or service providers to
perform their contractual obligations and any failure on
their part, including the failure to obtain raw materials at
reasonable prices or
store
commodities, could expose us to costs or losses. Also, while
we seek to insure against potential risks, we may not be able
to obtain insurance to cover some of these risks and the
insurance that we have may be inadequate to cover our
losses.

to safely transport or

The occurrence of any of such events may prevent us from
performing under our agreements with clients, may impair
our operations or financial results and may result in
litigation, regulatory action, negative publicity or other
reputational harm.

We may also be required to divest or discontinue certain of
these activities for regulatory or legal reasons or due to the
transition to a less carbon-dependent economy in response
to climate change.

Competition

Our results have been and may in the future be
adversely affected by the composition of our client
base.

Our client base is not the same as that of our major
competitors. Our businesses may have a higher or lower
percentage of clients in certain industries or markets than
some or all of our competitors. Therefore, unfavorable
industry developments or market conditions affecting
certain industries or markets have resulted in the past and
may result in the future in our businesses underperforming
relative to similar businesses of a competitor if our
businesses have a higher concentration of clients in such
industries or markets. For example, our market-making
businesses have a higher percentage of clients with actively
managed assets than some of our competitors and such
clients have in the past and may in the future be
disproportionately affected by low volatility.

50

Goldman Sachs 2021 Form 10-K

less

result

future

simply

in the

and may

favorable or

adverse
Correspondingly,
developments or market conditions involving industries or
markets in a business where we have a lower concentration
of clients in such industry or market have also resulted in
in our
the past
underperforming relative to a similar business of a
competitor that has a higher concentration of clients in such
industry or market. For example, we have a smaller
corporate client base in our market-making businesses than
some of our peers and therefore those competitors may
benefit more from increased activity by corporate clients.
Similarly, we have not historically engaged in retail equities
intermediation to the same extent as other financial
institutions, which has in the past and could in the future
adversely affect our market share in equities execution.

The financial services industry is highly competitive.

our products

The financial services industry and all of our businesses are
intensely competitive, and we expect them to remain so. We
compete on the basis of a number of factors, including
and services,
transaction execution,
innovation, reputation, creditworthiness and price. There
has been substantial consolidation and convergence among
companies in the financial services industry. This has
hastened the globalization of the securities and other
financial services markets. As a result, we have had to
commit capital to support our international operations and
to execute large global transactions. To the extent we
expand into new business areas and new geographic
regions, we will face competitors with more experience and
more established relationships with clients, regulators and
industry participants in the relevant market, which could
adversely affect our ability to expand.

forward various proposals

Governments and regulators have adopted regulations,
imposed taxes, adopted compensation restrictions or
otherwise put
that have
impacted or may impact our ability to conduct certain of
our businesses in a cost-effective manner or at all in certain
or all
relating to
restrictions on the type of activities in which financial
institutions are permitted to engage. These or other similar
rules, many of which do not apply to all our U.S. or
non-U.S. competitors, could impact our ability to compete
effectively.

including proposals

jurisdictions,

Pricing and other competitive pressures in our businesses
have continued to increase, particularly in situations where
some of our competitors may seek to increase market share
by reducing prices. For example,
in connection with
investment banking and other assignments, in response to
competitive pressure we have experienced, we have
extended and priced credit at levels that may not always
fully compensate us for the risks we take.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

The financial services industry is highly interrelated in that
a significant volume of transactions occur among a limited
number of members of that industry. Many transactions are
syndicated to other financial
institutions and financial
institutions are often counterparties in transactions. This
has led to claims by other market participants and
regulators that such institutions have colluded in order to
manipulate markets or market prices, including allegations
that antitrust laws have been violated. While we have
extensive procedures and controls that are designed to
identify and prevent such activities, allegations of such
activities, particularly by regulators, can have a negative
reputational impact and can subject us to large fines and
settlements, and potentially significant penalties, including
treble damages.

The growth of electronic trading and the introduction
of new products and technologies, including trading
technologies and cryptocurrencies, has increased
competition.

transactions are

to our business and our
Technology is fundamental
industry. The growth of electronic trading and the
introduction of new technologies is changing our businesses
and presenting us with new challenges. Securities, futures
increasingly occurring
and options
electronically, both on our own systems and through other
alternative trading systems, and it appears that the trend
toward alternative trading systems will continue. Some of
compete with us,
trading systems
these alternative
particularly our exchange-based market-making activities,
and we may experience continued competitive pressures in
these and other areas. In addition, the increased use by our
clients of low-cost electronic trading systems and direct
electronic access to trading markets could cause a reduction
in commissions and spreads. As our clients increasingly use
our systems to trade directly in the markets, we may incur
liabilities as a result of their use of our order routing and
execution infrastructure.

have

invested

resources

We
the
significant
development of electronic trading systems and expect to
continue to do so, but there is no assurance that the
revenues generated by these systems will yield an adequate
return, particularly given the generally lower commissions
arising from electronic trades.

into

such

costs.

Further,

technologies,

including distributed ledgers,

In addition, the emergence, adoption and evolution of new
technologies,
such as
cryptocurrencies and blockchain, have required us to invest
resources to adapt our existing products and services, and
we expect to continue to make such investments, which
could be material. The adoption and evolution of such new
technologies may also increase our compliance and
regulatory
as
cryptocurrencies, that do not require intermediation could
also significantly disrupt payments processing and other
on
financial
our
involvement
involving
technologies such as cryptocurrencies may not apply
equally or in some cases at all to certain of our competitors.
We may not be as timely or successful in developing or
integrating, or even able to develop or integrate, new
products and technologies, such as cryptocurrencies, into
our existing products and services, adapting to changes in
consumer preferences or achieving market acceptance of
our products and services, any of which could affect our
ability to attract or retain clients, cause us to lose market
share or result in service disruptions and in turn reduce our
revenues or otherwise adversely affect us.

services. Regulatory
and

limitations
platforms

products

in

Our businesses would be adversely affected if we are
unable to hire and retain qualified employees.

Our performance is largely dependent on the talents and
efforts of highly skilled people; therefore, our continued
ability to compete effectively in our businesses, to manage
our businesses effectively and to expand into new
businesses and geographic areas depends on our ability to
attract new talented and diverse employees and to retain
and motivate our existing employees. Factors that affect
our ability to attract and retain such employees include the
level and composition of our compensation and benefits,
and our reputation as a successful business with a culture of
fairly hiring, training and promoting qualified employees.
As a significant portion of the compensation that we pay to
our employees is in the form of year-end discretionary
compensation, a significant portion of which is in the form
of deferred equity-related awards, declines
in our
profitability, or in the outlook for our future profitability,
as well as regulatory limitations on compensation levels and
terms, can negatively impact our ability to hire and retain
highly qualified employees.

Goldman Sachs 2021 Form 10-K

51

Market
Business Environment

Developments

and

General

Our businesses,
liquidity and
results of operations have been and may in the future
be adversely affected by the COVID-19 pandemic.

financial condition,

The COVID-19 pandemic created economic and financial
disruptions that have in the past adversely affected and may
financial
in the future adversely affect our business,
condition, liquidity and results of operations. The extent to
which the COVID-19 pandemic will negatively affect our
businesses, financial condition,
liquidity and results of
operations will depend on future developments, including
the emergence of new variants of COVID-19 and the
effectiveness of vaccines and treatments over the long term
and against new variants, which are highly uncertain and
cannot be predicted.

financial markets have

While
rebounded from the
significant declines that occurred early in the pandemic and
global economic conditions generally improved in 2021,
certain of the circumstances that arose or became more
pronounced after the onset of the COVID-19 pandemic
persisted in 2021, including (i) relatively weak consumer
confidence; (ii) low levels of the federal funds rate and
yields on U.S. Treasury securities which, at times, were near
zero; (iii) ongoing heightened credit risk with regard to
industries that have been most severely impacted by the
pandemic, including, at times, oil and gas, gaming and
lodging, and airlines; (iv) significant interest at times by
investors in liquidity products, which generate lower fees,
relative to risk assets, resulting in these products comprising
a higher share of AUS as compared to the pre-pandemic
composition; (v) higher cyber security, information security
and operational risks; and (vi) interruptions in the supply
chain that have adversely affected many businesses and
have contributed to higher rates of inflation.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Competition from within the financial services industry and
from businesses outside the financial services industry,
including the technology industry, for qualified employees
has often been intense. We have experienced increased
competition in hiring and retaining employees to address
the demands of, expanding consumer-oriented businesses
and our technology initiatives. This is also the case in
emerging and growth markets, where we are often
competing for qualified employees with entities that have a
significantly greater presence or more extensive experience
in the region.

Changes in law or regulation in jurisdictions in which our
operations are located that affect taxes on our employees’
income, or the amount or composition of compensation,
may also adversely affect our ability to hire and retain
qualified employees in those jurisdictions.

I,

Item 1 of

As described further in “Business — Regulation —
Compensation Practices” in Part
this
Form 10-K, our compensation practices are subject to
review by, and the standards of, the FRB. As a large global
financial and banking institution, we are subject
to
limitations on compensation practices (which may or may
not affect the companies with which we compete for talent)
by the FRB, the PRA, the FCA, the FDIC and other
regulators worldwide. These limitations have shaped our
compensation practices, which has in some cases adversely
affected our ability to attract and retain talented employees,
in particular in relation to companies not subject to these
limitations, and future legislation or regulation may have
similar adverse effects.

Our operating expenses and efficiency ratio depend, in part,
on our overall headcount and the proportion of our
employees located in strategic locations. Our future human
capital resource requirements and the benefits provided by
strategic locations are uncertain, and we may not realize the
benefits we anticipate.

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Depending on the duration and severity of the pandemic
going forward, as well as the effects of the pandemic on
consumer and corporate confidence, the conditions noted
above could continue for an extended period and other
adverse developments may occur or reoccur, including (i) a
repeat, or worse, of the decline in the valuation of equity,
fixed-income and commodity markets that occurred at the
outset of the pandemic; (ii) market dislocations that may
make hedging strategies less effective or ineffective; (iii) a
reduction in fees on AUS due to declines in the valuation of
assets or a protracted trend toward asset classes that
generate lower fees; (iv) disruption in the new issuance
leading to a decline in
markets for debt and equity,
underwriting volumes; (v) declines in completed mergers
and acquisitions; (vi) a deterioration in the liquidity profile
of corporate borrowers, resulting in additional draws on
credit lines; (vii) defaults by consumers or corporate clients
on loans; (viii) changes in consumer spending or borrowing
patterns; and (ix) greater challenges in valuing derivative
positions and associated collateral, leading to significant
increases in collateral calls and valuation disputes.

The effects of the COVID-19 pandemic on economic and
market conditions have in the past and may in the future
also increase demands on our liquidity as we meet client
needs. Likewise, these adverse developments have in the
past and may in the future affect our capital and leverage
ratios. The effects of the COVID-19 pandemic and FRB
requirements have in the past limited and may in the future
limit capital distributions.

Governmental authorities worldwide have taken increased
measures to stabilize the markets and support economic
growth. The continued success of
these measures is
unknown and they may not be sufficient to address future
market dislocations or avert
severe and prolonged
reductions in economic activity.

Certain of our businesses, our funding instruments
and financial products may be adversely affected by
changes in or the discontinuance of Interbank Offered
Rates (IBORs), in particular LIBOR.

The FCA and the administrator of LIBOR have announced
that the publication of the most commonly used USD LIBOR
settings will cease to be provided or cease to be representative
after June 30, 2023. The publication of all other LIBOR
settings ceased to be provided or ceased to be representative
as of December 31, 2021. The U.S. federal banking agencies
had also issued guidance strongly encouraging banking
organizations to cease using the USD LIBOR as a reference
rate in new contracts by December 31, 2021 at the latest. As
the transition from LIBOR is ongoing, there continues to be
substantial uncertainty as to the ultimate effect of the
transition on the financial markets for LIBOR-linked
financial instruments. Similar developments have occurred
with respect to other IBORs.

implementation of

Uncertainty regarding IBORs and the taking of discretionary
actions or negotiation or
fallback
provisions could result in pricing volatility, loss of market
share in certain products, adverse tax or accounting impacts,
compliance, legal and operational costs and risks associated
with client disclosures, as well as systems disruption, model
disruption and other business continuity issues. In addition,
uncertainty relating to IBORs could result in increased
capital requirements for us given potential low transaction
volumes, a lack of liquidity or limited observability for
exposures linked to IBORs or any emerging successor rates
and operational incidents associated with changes in and the
discontinuance of IBORs.

The language in our contracts and financial instruments that
define IBORs, in particular LIBOR, have developed over time
and have various events that trigger when a successor rate to
the designated rate would be selected. Once a trigger is
satisfied, contracts and financial instruments often give the
calculation agent (which may be us) discretion over the
successor rate or benchmark to be selected. As a result, for the
most commonly used USD LIBOR settings, there continues to
be considerable uncertainty as to how the financial services
industry will address the discontinuance of designated rates in
contracts and financial instruments or such designated rates
ceasing to be acceptable reference rates. This uncertainty could
ultimately result in client disputes and litigation surrounding
the proper interpretation of our IBOR-based contracts and
financial instruments. For LIBOR settings that ceased to be
provided or ceased to be representative as of December 2021,
discretionary
taken in connection with the
implementation of fallback provisions could also result in
client disputes and litigation particularly for derivatives and
other synthetic instruments. Although we have adhered to the
ISDA IBOR Fallbacks Protocol, the protocol is applicable to
derivatives when both parties adhere to the protocol or
otherwise agree for it to apply to their derivatives.

actions

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53

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

amounts

Further, the discontinuation of an IBOR, changes in an
IBOR or changes in market acceptance of any IBOR as a
reference rate may also adversely affect the yield on loans or
securities held by us, amounts paid on securities we have
received and paid on derivative
issued,
instruments we have entered into, the value of such loans,
securities or derivative instruments, the trading market for
securities,
the terms of new loans being made using
different or modified reference rates, our ability to
effectively use derivative instruments to manage risk, or the
availability or cost of our floating-rate funding and our
exposure to fluctuations in interest rates.

funding
Certain of our businesses
instruments may be adversely affected by changes in
other reference rates, currencies, indexes, baskets or
ETFs to which products we offer or funding that we
raise are linked.

and our

Many of the products that we own or that we offer, such as
structured notes, warrants, swaps or security-based swaps,
pay interest or determine the principal amount to be paid at
maturity or in the event of default by reference to rates or
by reference to an index, currency, basket, ETF or other
financial metric (the underlier). In the event that the
composition of the underlier is significantly changed, by
reference to rules governing such underlier or otherwise, the
underlier ceases to exist (for example, in the event that a
country withdraws from the Euro or links its currency to or
delinks its currency from another currency or benchmark,
an index or ETF sponsor materially alters the composition
of an index or ETF, or stocks in a basket are delisted or
become impermissible to be included in the index or ETF),
the underlier ceases to be recognized as an acceptable
regulatory
market benchmark or
constraints on linking a financial
to the
underlier, we may experience adverse effects consistent
with those described above for IBORs.

there are legal or

instrument

54

Goldman Sachs 2021 Form 10-K

We face enhanced risks as new business initiatives
and acquisitions lead us to engage in new activities,
operate in new locations, transact with a broader
array of clients and counterparties and expose us to
new asset classes and new markets.

A number of our recent and planned business initiatives and
expansions of existing businesses,
including through
acquisitions and partnership arrangements, may bring us
into contact, directly or indirectly, with individuals and
entities that are not within our traditional client and
counterparty base, expose us to new asset classes and new
markets, and present us with integration challenges. For
example, we continue to transact business and invest in new
regions, including a wide range of emerging and growth
markets, and we expect this trend to continue. Various
emerging and growth market countries have experienced
including
severe economic and financial disruptions,
significant devaluations of their currencies, defaults or
threatened defaults on sovereign debt, capital and currency
exchange controls, and low or negative growth rates in
their economies. The possible effects of any of these
conditions include an adverse impact on our businesses and
increased volatility in financial markets generally.

Furthermore, in a number of our businesses, including where
we make markets, invest and lend, we own interests in, or
otherwise become affiliated with the ownership and operation
of, public services, such as airports, toll roads and shipping
ports, as well as physical commodities and commodities
infrastructure components, both within and outside the U.S.

We have increased and intend to further increase our
consumer-oriented deposit-taking and lending activities. For
example, we now issue credit cards to consumers and
through our pending acquisition of GreenSky, we intend to
expand our offering of point-of-sale financing. To the extent
we engage in those and other consumer-oriented activities,
we have faced, and would continue to face, additional
compliance, legal and regulatory risk, increased reputational
risk and increased operational risk due to, among other
things, higher
transaction volumes and significantly
increased retention and transmission of consumer and client
information. Acquisitions and new products can also expose
us to new or different types of risks. For example, providing
point-of-sale financing through GreenSky will also subject us
to risks relating to retaining and attracting merchants and
servicing loans for other banks, as well as potential liability
for remediation costs if merchants fail
their
obligations to consumers. We are also subject to additional
legal requirements, including with respect to suitability and
consumer protection (for example, Regulation Best Interest,
fair lending laws and regulations and privacy laws and
regulations). Further, identity fraud may increase and credit
reporting practices may change in a manner that makes it
institutions, such as us, to
more difficult for financial
evaluate the creditworthiness of consumers.

to fulfill

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

We have increased and intend to further increase our
transaction banking activities. As a result, we expect to face
additional compliance, legal and regulatory risk, including
with respect to know-your-customer, anti-money laundering
and reporting requirements and prohibitions on transfers of
property belonging to countries, entities and individuals
subject to sanctions by U.S. or other governmental authorities.

New business initiatives expose us to new and enhanced
including risks associated with dealing with
risks,
governmental entities, reputational concerns arising from
dealing with different types of clients, business partners,
counterparties and investors, greater regulatory scrutiny of
these activities, increased credit-related, market, sovereign
and operational risks, risks arising from accidents or acts of
terrorism, and reputational concerns with the manner in
which certain assets are being operated or held or in which
clients, business partners,
we
counterparties
and
and investors. Legal,
reputational risks may also exist in connection with activities
and transactions involving new products or markets where
there is regulatory uncertainty or where there are different or
conflicting regulations depending on the regulator or the
jurisdiction involved, particularly where transactions in such
products may involve multiple jurisdictions.

interact with these

regulatory

We have developed and pursued new business and strategic
initiatives, including acquisitions, and expect to continue to
do so. If and to the extent we are unable to successfully
execute those initiatives, we may incur unanticipated costs
and losses, and face other adverse consequences, such as
negative reputational effects. In addition, the actual effects
of pursuing those initiatives may differ, possibly materially,
from the benefits that we expect to realize from them, such
revenues, achieving expense
as generating additional
savings, reducing operational risk exposures or using
capital and funding more efficiently. Engaging in new
activities exposes us to a variety of risks, including that we
may be unable to successfully develop new, competitive,
efficient and effective systems and processes, and hire and
retain the necessary personnel. Due to our lack of historical
experience with unsecured consumer lending, our loan loss
assumptions may prove to be incorrect and we may incur
losses
significantly above those which we originally
anticipated in entering the business or in expanding the
product offerings for the business.

In recent years, we have invested, and may continue to
invest, more in businesses that we expect will generate a
higher level of more consistent revenues. In order to develop
and be able to offer consumer financial products that
compete effectively, we have made and expect to continue
to make significant investments in technology and human
capital resources in connection with our consumer-oriented
activities. Such investments and acquisitions may not be
successful or have returns similar to our other businesses.

We may not be able to fully realize the expected
benefits or synergies from acquisitions in the time
frames we expect, or at all.

and

risks

synergies,

savings
face numerous

We have been engaging in selective acquisitions and expect
to continue to do so in the future and these acquisitions
may, individually or in the aggregate, be material to us. Any
future acquisitions could involve the issuance of common
stock and/or the payment of cash as consideration. The
success of our acquisitions will depend, in part, on our
ability to integrate the acquired businesses and realize
growth
anticipated
cost
opportunities. We may
and
uncertainties in combining and integrating the relevant
businesses and systems, including the need to combine or
separate accounting and data processing systems and
management controls and to integrate relationships with
clients, counterparties, regulators and others in connection
with acquisitions. Integration of acquired businesses is
time-consuming and could disrupt our ongoing businesses,
produce unforeseen regulatory or operating difficulties,
require
cause us
incremental financial, management and other resources. It
is also possible that an acquisition, once announced, may
not close due to the failure to satisfy applicable closing
conditions, such as the receipt of necessary shareholder or
regulatory approvals.

incremental expenses or

to incur

There is no assurance that any of our acquisitions will be
successfully integrated or yield all of the expected positive
benefits and synergies in the time frames that we expect, or
at all. If we are not able to integrate our acquisitions
successfully, our results of operations, financial condition
and cash flows could be adversely affected.

Goldman Sachs 2021 Form 10-K

55

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Item 1B. Unresolved Staff Comments

Item 3. Legal Proceedings

We are involved in a number of judicial, regulatory and
arbitration proceedings concerning matters arising in
connection with the conduct of our businesses. Many of
these proceedings are in early stages, and many of these
cases seek an indeterminate amount of damages. We have
estimated the upper end of the range of reasonably possible
aggregate loss for matters where we have been able to
estimate a range and we believe, based on currently
available information, that the results of matters where we
have not been able to estimate a range of reasonably
possible loss, in the aggregate, will not have a material
adverse effect on our financial condition, but may be
material to our operating results in a given period. Given
the range of litigation and investigations presently under
way, our
litigation expenses may remain high. See
“Management’s Discussion and Analysis of Financial
Condition and Results of Operations — Use of Estimates”
in Part II, Item 7 of this Form 10-K. See Notes 18 and 27 to
the consolidated financial statements in Part II, Item 8 of
this Form 10-K for information about our reasonably
possible aggregate loss estimate and judicial, regulatory and
legal proceedings.

Item 4. Mine Safety Disclosures

Not applicable.

There are no material unresolved written comments that
were received from the SEC staff 180 days or more before
the end of our fiscal year relating to our periodic or current
reports under the Exchange Act.

Item 2. Properties

In the U.S. and elsewhere in the Americas, we have offices
consisting of approximately 6.6 million square feet of
leased and owned space. Our principal executive offices are
located at 200 West Street, New York, New York and
consist of approximately 2.1 million square feet. The
building is located on a parcel leased from Battery Park City
Authority pursuant to a ground lease. Under the lease,
Battery Park City Authority holds title to all improvements,
including the office building, subject
to our right of
exclusive possession and use until June 2069, the expiration
date of the lease. Under the terms of the ground lease, we
made a lump sum ground rent payment in June 2007 of
$161 million for rent through the term of the lease.

In Europe, the Middle East and Africa, we have offices
consisting of approximately 1.6 million square feet of
leased and owned space. Our European headquarters is
located in London at Plumtree Court, consisting of
approximately 826,000 square feet under a lease which can
be terminated in 2039.

In Asia, Australia and New Zealand, we have offices
consisting of approximately 2.6 million square feet,
including our offices in India, and regional headquarters in
Tokyo and Hong Kong. In India, we have offices with
approximately 1.6 million square feet, the majority of
which have leases that will expire in 2028.

In the preceding paragraphs, square footage figures are
provided only for properties that are used in the operation
of our businesses. We regularly evaluate our space capacity
in relation to current and projected headcount. We may
incur exit costs in the future if we (i) reduce our space
capacity or (ii) commit to, or occupy, new properties in
locations in which we operate and dispose of existing space
that had been held for potential growth. These costs may be
material to our operating results in a given period.

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I N C . A N D S U B S I D I A R I E S

PART II
Item 5. Market
Registrant’s
Common Equity, Related Stockholder
Matters and Issuer Purchases of
Equity Securities

for

The principal market on which our common stock is traded
is the NYSE under the symbol “GS.” Information relating
to the performance of our
common stock from
December 31, 2016 through December 31, 2021 is set forth
in “Supplemental Financial Information — Common Stock
Performance” in Part II, Item 8 of this Form 10-K. As of
February 11, 2022, there were 5,963 holders of record of
our common stock.

The table below presents purchases made by or on behalf of
Group Inc. or any “affiliated purchaser” (as defined in
Rule 10b-18(a)(3) under the Exchange Act) of our common
stock during the fourth quarter of 2021.

Total
Shares
Purchased

Average
Price Paid
Per Share

Total Shares
Purchased as
Part of a Publicly
Announced Program

Maximum Shares
That May Yet Be
Purchased Under
the Program

October
November
December
Total

1,214,611 $411.65
–
–
–
–
1,214,611

1,214,611
–
–
1,214,611

34,390,960
34,390,960
34,390,960

Since March 2000, our Board has approved a repurchase
program authorizing repurchases of up to 605 million
shares of our common stock. The repurchase program is
effected primarily through regular open-market purchases
(which may include repurchase plans designed to comply
with Rule 10b5-1 and accelerated share repurchases), the
amounts and timing of which are determined primarily by
our current and projected capital position, but which may
also be influenced by general market conditions and the
prevailing price and trading volumes of our common stock.
The repurchase program has no set expiration or
termination date.

Information relating to compensation plans under which
our equity securities are authorized for issuance is presented
in Part III, Item 12 of this Form 10-K.

Goldman Sachs 2021 Form 10-K

57

In this discussion and analysis of our financial condition
and results of operations, we have included information
that may constitute “forward-looking statements” within
the meaning of the safe harbor provisions of the U.S. Private
Securities Litigation Reform Act of 1995. Forward-looking
statements are not historical facts or statements of current
conditions, but instead represent only our beliefs regarding
future events, many of which, by their nature, are
inherently uncertain and outside our control.

By identifying these statements for you in this manner, we
are alerting you to the possibility that our actual results,
financial condition, liquidity and capital actions may differ,
possibly materially, from the anticipated results, financial
condition, liquidity and capital actions in these forward-
looking statements. Important factors that could cause our
results, financial condition, liquidity and capital actions to
differ from those in these statements include, among others,
those described in “Risk Factors” in Part I, Item 1A of this
Form 10-K and “Forward-Looking Statements” in Part I,
Item 1 of this Form 10-K.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Item 7. Management’s Discussion
and Analysis of Financial Condition
and Results of Operations
Introduction

banking,

securities,

investment

The Goldman Sachs Group, Inc. (Group Inc. or parent
company), a Delaware corporation,
together with its
consolidated subsidiaries,
is a leading global financial
institution that delivers a broad range of financial services
across
investment
management and consumer banking to a large and
diversified client base that includes corporations, financial
institutions, governments and individuals. Founded in
1869, we are headquartered in New York and maintain
offices in all major financial centers around the world. We
report our activities in four business segments: Investment
Banking, Global Markets, Asset Management, and
Consumer & Wealth Management. See “Results of
Operations” for further information about our business
segments.

When we use the terms “we,” “us” and “our,” we mean
Group Inc. and its consolidated subsidiaries. When we use
the term “our subsidiaries,” we mean the consolidated
subsidiaries of Group Inc. References to “this Form 10-K”
are to our Annual Report on Form 10-K for the year ended
December 31, 2021. All references to “the consolidated
financial
Financial
Information” are to Part II, Item 8 of this Form 10-K. All
references to 2021, 2020 and 2019 refer to our years ended,
or the dates, as the context requires, December 31, 2021,
December 31, 2020 and December 31, 2019, respectively.
Any reference to a future year refers to a year ending on
December 31 of that year.

“Supplemental

statements”

or

Group Inc.
is a bank holding company (BHC) and a
financial holding company regulated by the Board of
Governors of the Federal Reserve System (FRB).

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Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

(ii)

These statements may relate to, among other things, (i) our
future plans and results, including our target ROE, ROTE,
efficiency ratio, Common Equity Tier 1 (CET1) capital ratio
and firmwide assets under supervision (AUS) inflows, and
trends in or growth
how they can be achieved,
opportunities for our businesses, including the timing, costs,
profitability, benefits and other aspects of business and
strategic initiatives and their impact on our efficiency ratio,
(iii) our level of future compensation expense, including as a
percentage of both operating expenses and revenues net of
provision for credit losses, (iv) our investment banking
transaction backlog and future results, (v) our expected
interest income and interest expense, (vi) our expense savings
and strategic locations initiatives, (vii) expenses we may incur,
including future litigation expense and expenses
from
investing in our consumer and transaction banking businesses,
(viii) the projected growth of our deposits and other funding,
asset liability management and funding strategies and related
interest expense savings, (ix) our business initiatives, including
transaction banking and new consumer financial products,
(x) our planned 2022 benchmark debt issuances, (xi) the
amount, composition and location of global core liquid assets
(GCLA) we expect to hold, (xii) our credit exposures, (xiii) our
expected provisions for credit losses, (xiv) the adequacy of our
allowance for credit losses, (xv) the projected growth of our
consumer lending and credit card businesses,
the
objectives and effectiveness of our Business Continuity
Planning (BCP) strategy, information security program, risk
management and liquidity policies, (xvii) our resolution plan
and strategy and their implications for stakeholders, (xviii) the
design and effectiveness of our resolution capital and liquidity
models and triggers and alerts framework, (xix) the results of
stress tests, the effect of changes to regulations, and our future
status, activities or reporting under banking and financial
regulation, (xx) our expected tax rate, (xxi) the future state of
our liquidity and regulatory capital ratios, and our prospective
capital distributions (including dividends and repurchases),
(xxii) our expected SCB and G-SIB surcharge, (xxiii) legal
proceedings,
other
contingencies, (xxiv) the asset recovery guarantee and our
remediation activities related to our 1Malaysia Development
Berhad (1MDB) settlements, (xxv) the replacement of IBORs
and our transition to alternative risk-free reference rates,
(xxvi) the impact of the coronavirus (COVID-19) pandemic
on our business, results, financial position and liquidity,
(xxvii) the effectiveness of our management of our human
capital, including our diversity goals, (xxviii) our sustainability
and carbon neutrality targets and goals, (xxix) our plans for
our people to return to our offices, (xxx) future inflation and
prospective
our
(xxxi)
acquisitions,
including our completed acquisition of the
General Motors co-branded credit card portfolio and our
announced acquisitions of NN Investment Partners and
GreenSky, Inc. (GreenSky).

governmental

investigations

announced

completed,

(xvi)

and

or

Executive Overview

We generated net earnings of $21.64 billion for 2021,
significantly higher compared with $9.46 billion for 2020.
Diluted earnings per common share (EPS) was $59.45 for
2021, significantly higher compared with $24.74 for 2020.
Return on average common shareholders’ equity (ROE)
was 23.0% for 2021, compared with 11.1% for 2020.
Book value per common share was $284.39 as of
compared with
20.4% higher
December
December 2020.

2021,

During 2020, we recorded net provisions for litigation and
regulatory proceedings of $3.42 billion, which reduced diluted
EPS by $9.51 and reduced ROE by 3.9 percentage points.

increases

including

Net revenues were $59.34 billion for 2021, 33% higher
than 2020, reflecting higher net revenues across all
in Asset
significant
segments,
Management,
Investment Banking and Consumer &
Wealth Management. Net revenues in Asset Management
primarily reflected significantly higher net revenues in
Equity investments and Lending and debt investments, net
revenues
in Investment Banking primarily reflected
significantly higher net revenues in Financial advisory and
Underwriting, and net revenues in Consumer & Wealth
Management reflected growth in both Wealth management
and Consumer banking net revenues. Net revenues in
Global Markets were slightly higher, reflecting significantly
higher net revenues in Equities, partially offset by lower net
revenues in Fixed Income, Currency and Commodities
(FICC) compared with a strong prior year.

Provision for credit losses was $357 million for 2021, compared
with $3.10 billion for 2020. 2021 included provisions related to
portfolio growth (primarily in credit cards, including provisions
related to the commitment to acquire the General Motors
co-branded credit card portfolio), largely offset by reserve
reductions on wholesale and consumer loans reflecting
continued improvement in the broader economic environment.
This followed challenging conditions in the prior year as a result
of the impact of the COVID-19 pandemic, which contributed to
significant provisions in 2020.

2020,

expenses

reflecting

primarily

significantly

expenses
technology

Operating expenses were $31.94 billion for 2021, 10% higher
than
higher
(reflecting strong
compensation and benefits
and
In addition,
performance).
professional fees were significantly higher and transaction based
expenses were higher. These increases were partially offset by
significantly lower net provisions for litigation and regulatory
proceedings and lower expenses related to consolidated
investments (including impairments). Our efficiency ratio (total
operating expenses divided by total net revenues) for 2021 was
53.8%, compared with 65.0% for 2020. In 2020, net
provisions for litigation and regulatory proceedings increased
our efficiency ratio by 7.6 percentage points.

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59

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

During 2021, we returned $7.49 billion of capital to
common shareholders, including $5.20 billion of common
share repurchases and $2.29 billion of common stock
dividends. As of December 2021, our CET1 capital ratio
was 14.2% under the Standardized Capital Rules and
14.9% under the Advanced Capital Rules. See Note 20 to
the
further
information about our capital ratios.

consolidated

statements

financial

for

We announced two strategic acquisitions during 2021, the
pending acquisitions of NN Investment Partners in our Asset
Management business and GreenSky in our Consumer
banking business. We expect these acquisitions to accelerate
our strategy to drive more durable returns. The acquisition of
NN Investment Partners is expected to close in the second
quarter of 2022, and the acquisition of GreenSky is expected
to close in the first quarter of 2022.

In the first quarter of 2022, we announced that over the
medium-term (approximately 3 years), our target is to
achieve (i) ROE within a range of 14% to 16%, (ii) return
on average tangible common shareholders’ equity (ROTE)
within a range of 15% to 17% and (iii) an efficiency ratio
of approximately 60%. In addition, we announced that our
target is to maintain capital ratios equal to the regulatory
requirements plus a buffer of 50 to 100 basis points.

Business Environment

In 2021, the global economy continued to recover from the
impact of the COVID-19 pandemic, as the distribution of
vaccines helped facilitate an increase in global economic
activity. Economic activity continued to benefit
from
ongoing fiscal stimulus from governments and continued
accommodative monetary policy from global central banks.
In the second half of the year, the growth in economic
activity and demand for goods and services, alongside
supply chain complications, contributed to inflationary
pressures. Late in the year, the surge in Omicron cases
sparked renewed concerns globally,
contributing to
increased market volatility and increased pressures on labor
supply. This may result in a negative impact on economic
activity.

Despite broad improvements in the overall economy since
the initial impact of the COVID-19 pandemic, uncertainty
remains on the pace of the recovery going forward, reflecting
concerns about virus resurgence from the Omicron variant
and other possible variants and related concerns regarding
vaccine distribution, efficacy and hesitancy, as well as
concerns relating to inflation, supply chain complications
and geopolitical risks. See “Results of Operations — Segment
Assets and Operating Results — Segment Operating Results”
for further information about the operating environment for
each of our business segments.

60

Goldman Sachs 2021 Form 10-K

Critical Accounting Policies

Fair Value
Fair Value Hierarchy. Trading assets and liabilities, certain
investments and loans, and certain other financial assets and
liabilities, are included in our consolidated balance sheets at
fair value (i.e., marked-to-market), with related gains or
losses generally recognized in our consolidated statements of
earnings. The use of
fair value to measure financial
instruments is fundamental to our risk management practices
and is our most critical accounting policy.

The fair value of a financial instrument is the amount that
would be received to sell an asset or paid to transfer a liability
in an orderly transaction between market participants at the
measurement date. We measure certain financial assets and
liabilities as a portfolio (i.e., based on its net exposure to
market and/or credit risks). In determining fair value, the
hierarchy under U.S. generally accepted accounting principles
(U.S. GAAP) gives (i) the highest priority to unadjusted quoted
prices in active markets for identical, unrestricted assets or
liabilities (level 1 inputs), (ii) the next priority to inputs other
than level 1 inputs that are observable, either directly or
indirectly (level 2 inputs), and (iii) the lowest priority to inputs
that cannot be observed in market activity (level 3 inputs). In
evaluating the significance of a valuation input, we consider,
among other factors, a portfolio’s net risk exposure to that
input. Assets and liabilities are classified in their entirety based
on the lowest level of input that is significant to their fair value
measurement.

The fair values for substantially all of our financial assets and
liabilities are based on observable prices and inputs and are
classified in levels 1 and 2 of the fair value hierarchy. Certain
level 2 and level 3 financial assets and liabilities may require
appropriate valuation adjustments that a market participant
would require to arrive at fair value for factors, such as
counterparty and our credit quality, funding risk, transfer
restrictions, liquidity and bid/offer spreads.

Instruments classified in level 3 of the fair value hierarchy are
those which require one or more significant inputs that are not
observable. Level 3 financial assets represented 1.6% as of
December 2021 and 2.3% as of December 2020, of our total
assets. See Notes 4 through 10 to the consolidated financial
statements for further information about level 3 financial
assets, including changes in level 3 financial assets and related
fair value measurements. Absent evidence to the contrary,
instruments classified in level 3 of the fair value hierarchy are
initially valued at transaction price, which is considered to be
the best initial estimate of fair value. Subsequent to the
transaction date, we use other methodologies to determine fair
value, which vary based on the type of instrument. Estimating
the fair value of
instruments requires
level 3 financial
judgments to be made. These judgments include:
‰ Determining the appropriate valuation methodology and/
or model for each type of level 3 financial instrument;

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

‰ Determining model inputs based on an evaluation of all
relevant
including prices
evidenced by market transactions, interest rates, credit
spreads, volatilities and correlations; and

empirical market data,

‰ Determining

appropriate

adjustments,
including those related to illiquidity or counterparty
credit quality.

valuation

the methodology, valuation inputs and
Regardless of
assumptions are only changed when corroborated by
substantive evidence.

control

infrastructure

instruments. Our

to ensuring that all of our

Controls Over Valuation of Financial
Instruments.
in our
Market makers and investment professionals
revenue-producing units are responsible for pricing our
financial
is
independent of
the revenue-producing units and is
financial
fundamental
instruments are appropriately valued at market-clearing
levels. In the event that there is a difference of opinion in
situations where estimating the fair value of financial
instruments requires judgment (e.g., calibration to market
comparables or trade comparison, as described below), the
final valuation decision is made by senior managers in
independent risk oversight and control functions. This
independent price verification is critical to ensuring that our
financial instruments are properly valued.

Price Verification. All financial instruments at fair value
classified in levels 1, 2 and 3 of the fair value hierarchy are
subject to our independent price verification process. The
objective of price verification is to have an informed and
independent opinion with regard to the valuation of
financial instruments under review. Instruments that have
inputs which cannot be
one or more
corroborated by external market data are classified in
level 3 of
the fair value hierarchy. Price verification
strategies utilized by our independent risk oversight and
control functions include:
‰ Trade Comparison. Analysis of trade data (both internal
and external, where available) is used to determine the
most relevant pricing inputs and valuations.

significant

‰ External Price Comparison. Valuations and prices are
compared to pricing data obtained from third parties
(e.g., brokers or dealers, IHS Markit, Bloomberg, IDC,
is
TRACE). Data obtained from various
compared to ensure consistency and validity. When
broker or dealer quotations or
third-party pricing
vendors are used for valuation or price verification,
greater priority is generally given to executable
quotations.

sources

‰ Calibration to Market Comparables. Market-based
transactions are used to corroborate the valuation of
positions with
and
components.

characteristics,

similar

risks

‰ Relative Value Analyses. Market-based transactions
are analyzed to determine the similarity, measured in
terms of risk, liquidity and return, of one instrument
relative to another or, for a given instrument, of one
maturity relative to another.

‰ Collateral Analyses. Margin calls on derivatives are
analyzed to determine implied values, which are used to
corroborate our valuations.

‰ Execution of Trades. Where appropriate, market-
making desks are instructed to execute trades in order to
provide evidence of market-clearing levels.

‰ Backtesting.

Valuations

are

corroborated

by

comparison to values realized upon sales.

See Note 4 to the consolidated financial statements for
further information about fair value measurements.

Review of Net Revenues. Independent risk oversight and
control functions ensure adherence to our pricing policy
through a combination of daily procedures, including the
explanation and attribution of net revenues based on the
underlying factors. Through this process, we independently
validate net revenues, identify and resolve potential fair
value or trade booking issues on a timely basis and seek to
ensure that risks are being properly categorized and
quantified.

Review of Valuation Models. Our independent model
risk management group (Model Risk), consisting of
quantitative professionals who are separate from model
developers, performs an independent model review and
validation process of our valuation models. New or
changed models are reviewed and approved prior to
implementation. Models are reviewed annually to assess the
impact of any changes in the product or market and any
market developments
in pricing theories. See “Risk
Management — Model Risk Management” for further
information about
the review and validation of our
valuation models.

Goldman Sachs 2021 Form 10-K

61

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Allowance for Credit Losses
We estimate and record an allowance for credit losses
related to our loans held for investment that are accounted
for at amortized cost. To determine the allowance for credit
losses, we classify our loans accounted for at amortized cost
into wholesale and consumer portfolios. These portfolios
represent
the level at which we have developed and
documented our methodology to determine the allowance
for credit losses. The allowance for credit losses is measured
on a collective basis for loans that exhibit similar risk
characteristics using a modeled approach and asset-specific
basis for loans that do not share similar risk characteristics.

The allowance for credit losses takes into account the
weighted average of a range of forecasts of future economic
conditions over the expected life of the loans and lending
commitments. The expected life of each loan or lending
commitment is determined based on the contractual term
adjusted for extension options or demand features, or is
modeled in the case of revolving credit card loans. The
forecasts include baseline, favorable and adverse economic
scenarios over a three-year period. For loans with expected
lives beyond three years, the model reverts to historical loss
information based on a non-linear modeled approach. We
apply judgment in weighting individual scenarios each
including our
quarter based on a variety of
internally derived economic outlook, market consensus,
recent macroeconomic conditions and industry trends. The
forecasted economic scenarios consider a number of risk
factors relevant to the wholesale and consumer portfolios.
Risk factors for wholesale loans include internal credit
ratings,
industry default and loss data, expected life,
macroeconomic indicators (e.g., unemployment rates and
its financial
GDP),
obligations, the borrower’s country of risk and industry,
loan seniority and collateral type. In addition, for loans
backed by real estate, risk factors include loan-to-value
ratio, debt service ratio and home price index. Risk factors
for installment and credit card loans include Fair Isaac
Corporation (FICO) credit scores, delinquency status, loan
vintage and macroeconomic indicators.

the borrower’s capacity to meet

factors,

The allowance for credit losses also includes qualitative
the
components which allow management
uncertain nature of
capture
economic
uncertainty regarding model inputs, and account for model
imprecision and concentration risk.

forecasting,

to reflect

62

Goldman Sachs 2021 Form 10-K

losses entails judgment about
Our estimate of credit
collectability at
the reporting dates, and there are
uncertainties inherent in those judgments. The allowance
for credit losses is subject to a governance process that
involves review and approval by senior management within
our independent risk oversight and control functions.
Personnel within our independent risk oversight and
functions are responsible for forecasting the
control
economic variables that underlie the economic scenarios
that are used in the modeling of expected credit losses.
While we use the best information available to determine
this estimate, future adjustments to the allowance may be
necessary based on, among other things, changes in the
economic environment or variances between actual results
and the original assumptions used. Loans are charged off
against the allowance for loan losses when deemed to be
uncollectible.

We also record an allowance for credit losses on lending
commitments which are held for investment that are
accounted for at amortized cost. Such allowance is
determined using the same methodology as the allowance
for loan losses, while also taking into consideration the
probability of drawdowns or funding, and whether such
commitments are cancellable by us.

for

credit

losses

allowance

impact of

the potential

To estimate
an adverse
macroeconomic environment on our allowance for credit
losses, we, among other things, compared the expected
credit losses under the weighted average forecast used in the
calculation of
as of
December 2021 (which was primarily weighted towards the
baseline economic scenario) to the expected credit losses
under a 100% weighted adverse economic scenario. The
adverse macroeconomic model assumes an emergence of
new vaccine-resistant strains of COVID-19 resulting in a
resurgence of infections, an economic contraction, high
inflation rates in the initial quarters, gradually climbing
unemployment rates, decline in GDP growth rates and
dislocations in the economy due to shortages in the supply
of some goods and services. A 100% weighting to the
adverse economic scenario would have resulted in an
approximate $1.3 billion increase in our allowance for
credit losses as of December 2021. This hypothetical
increase does not take into consideration any potential
to qualitative reserves. The forecasts of
adjustments
macroeconomic conditions are inherently uncertain and do
not take into account any other offsetting or correlated
effects. The actual credit loss in an adverse macroeconomic
environment may differ significantly from this estimate. See
Note 9 to the consolidated financial statements for further
information about the allowance for credit losses.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Use of Estimates

U.S. GAAP requires us to make certain estimates and
assumptions. In addition to the estimates we make in
connection with fair value measurements and the allowance
for credit losses on loans and lending commitments held for
investment and accounted for at amortized cost, the use of
estimates and assumptions is also important in determining
the accounting for goodwill and identifiable intangible
assets, provisions for losses that may arise from litigation
and regulatory proceedings
(including governmental
investigations), and accounting for income taxes.

Goodwill is assessed for impairment annually in the fourth
quarter or more frequently if events occur or circumstances
change that indicate an impairment may exist. When
assessing goodwill
first, a qualitative
for impairment,
assessment can be made to determine whether it is more
likely than not that the estimated fair value of a reporting
unit is less than its estimated carrying value. If the results of
the qualitative assessment are not conclusive, a quantitative
goodwill test is performed. Alternatively, a quantitative
goodwill test can be performed without performing a
qualitative assessment. Estimating the fair value of our
reporting units requires judgment. Critical inputs to the fair
value estimates include projected earnings and allocated
equity. There is inherent uncertainty in the projected
earnings. The estimated carrying value of each reporting
unit reflects an allocation of total shareholders’ equity and
represents the estimated amount of total shareholders’
equity required to support the activities of the reporting
unit under
capital
requirements. See Note 12 to the consolidated financial
statements for further information about goodwill. If we
experience a prolonged or severe period of weakness in the
business environment, financial markets, our performance
or our common stock price, or additional increases in
capital requirements, our goodwill could be impaired in the
future.

regulatory

applicable

currently

Identifiable intangible assets are tested for impairment
when events or changes in circumstances suggest that an
asset’s or asset group’s carrying value may not be fully
recoverable. Judgment is required to evaluate whether
indications of potential impairment have occurred, and to
test
if required. An
impairment is recognized if the estimated undiscounted
cash flows relating to the asset or asset group is less than the
corresponding carrying value. See Note 12 to the
consolidated financial statements for further information
about identifiable intangible assets.

intangible assets for impairment,

We also estimate and provide for potential losses that may
arise out of litigation and regulatory proceedings to the
extent that such losses are probable and can be reasonably
estimated. In addition, we estimate the upper end of the
range of reasonably possible aggregate loss in excess of the
related reserves for litigation and regulatory proceedings
where we believe the risk of loss is more than slight. See
Notes 18 and 27 to the consolidated financial statements
litigation and
for information about certain judicial,
regulatory proceedings. Significant judgment is required in
making these estimates and our final
liabilities may
ultimately be materially different. Our total estimated
liability in respect of litigation and regulatory proceedings is
determined on a case-by-case basis and represents an
estimate of probable losses after considering, among other
factors,
each case, proceeding or
investigation, our experience and the experience of others
in similar cases, proceedings or investigations, and the
opinions and views of legal counsel.

the progress of

In accounting for income taxes, we recognize tax positions
in the financial statements only when it is more likely than
not that the position will be sustained on examination by
the relevant taxing authority based on the technical merits
of the position. As of December 2021, our net liability for
unrecognized tax benefits was $1.16 billion. We use
estimates to recognize current and deferred income taxes in
the U.S. federal, state and local and non-U.S. jurisdictions in
which we operate. The income tax laws
in these
jurisdictions are complex and can be subject to different
interpretations between taxpayers and taxing authorities.
Disputes may arise over these interpretations and can be
settled by audit, administrative appeals or
judicial
proceedings. Our interpretations are reevaluated quarterly
based on guidance currently available, tax examination
experience and the opinions of legal counsel, among other
factors. We recognize deferred taxes based on the amount
that will more likely than not be realized in the future based
on enacted income tax laws. As of December 2021, we had
$6.32 billion of deferred tax assets with a related valuation
allowance of $895 million. Our estimate for deferred taxes
includes estimates for future taxable earnings, including the
level and character of those earnings, and various tax
planning strategies. See Note 24 to the consolidated
financial statements for further information about income
taxes.

Recent Accounting Developments

See Note 3 to the consolidated financial statements for
information about Recent Accounting Developments.

Goldman Sachs 2021 Form 10-K

63

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Results of Operations

The composition of our net revenues has varied over time as
financial markets and the scope of our operations have
changed. The composition of net revenues can also vary
over the shorter term due to fluctuations in U.S. and global
economic and market conditions. See “Risk Factors” in
Part I, Item 1A of this Form 10-K for further information
about the impact of economic and market conditions on
our results of operations. For a discussion of our 2020
financial results compared with 2019, see Part II, Item 7
“Management’s Discussion and Analysis of Financial
Condition and Results of Operations” in our Annual
ended
Report
December 31, 2020.

Form 10-K for

year

the

on

Financial Overview
The table below presents an overview of our financial
results and selected financial ratios.

Year Ended December

$ in millions, except per share amounts

2021

2020

2019

Net revenues
Pre-tax earnings
Net earnings
Net earnings to common
Diluted EPS
ROE
ROTE
Net earnings to average assets
Return on average shareholders’ equity
Average equity to average assets
Dividend payout ratio

$59,339
$27,044
$21,635
$21,151
$ 59.45
23.0%
24.3%
1.6%
21.3%
7.4%
10.9%

$44,560
$12,479
$ 9,459
$ 8,915
$ 24.74
11.1%
11.8%
0.8%
10.3%
8.2%
20.2%

$36,546
$10,583
$ 8,466
$ 7,897
$ 21.03
10.0%
10.6%
0.9%
9.4%
9.3%
19.7%

In the table above:
‰ Net earnings

to common represents net earnings
applicable to common shareholders, which is calculated
as net earnings less preferred stock dividends.

‰ Average equity to average assets is calculated by dividing
average total shareholders’ equity by average total assets.
‰ Dividend payout ratio is calculated by dividing dividends

declared per common share by diluted EPS.

‰ ROE is calculated by dividing net earnings to common by
average monthly common shareholders’ equity. Tangible
common shareholders’ equity is calculated as
total
shareholders’ equity less preferred stock, goodwill and
identifiable intangible assets. ROTE is calculated by dividing
net earnings to common by average monthly tangible
common shareholders’ equity. We believe that tangible
common shareholders’ equity is meaningful because it is a
measure that we and investors use to assess capital adequacy
and that ROTE is meaningful because it measures the
performance of businesses consistently, whether they were
acquired or developed internally. Tangible common
shareholders’ equity and ROTE are non-GAAP measures
and may not be comparable to similar non-GAAP measures
used by other companies. Return on average shareholders’
equity is calculated by dividing net earnings by average
monthly shareholders’ equity.

64

Goldman Sachs 2021 Form 10-K

The table below presents our average equity and the
reconciliation of average common shareholders’ equity to
average tangible common shareholders’ equity.

$ in millions

Average for the Year Ended December

2021

2020

2019

$101,705
Total shareholders’ equity
(9,876)
Preferred stock
91,829
Common shareholders’ equity
(4,327)
Goodwill
Identifiable intangible assets
(536)
Tangible common shareholders’ equity $ 86,966

$ 91,779
(11,203)
80,576
(4,238)
(617)
$ 75,721

$ 90,297
(11,203)
79,094
(3,965)
(499)
$ 74,630

Net Revenues
The table below presents our net revenues by line item.

$ in millions

Investment banking
Investment management
Commissions and fees
Market making
Other principal transactions
Total non-interest revenues
Interest income
Interest expense
Net interest income
Total net revenues

Year Ended December

2021

2020

2019

$14,168
8,059
3,619
15,352
11,671
52,869
12,120
5,650
6,470
$59,339

$ 9,141
6,923
3,548
15,546
4,651
39,809
13,689
8,938
4,751
$44,560

$ 6,798
6,189
2,988
10,157
6,052
32,184
21,738
17,376
4,362
$36,546

In the table above:
‰ Investment banking consists of revenues (excluding net
from financial advisory and underwriting
included in our

interest)
assignments. These activities are
Investment Banking segment.

‰ Investment management consists of revenues (excluding
net interest) from providing asset management services
across all major asset classes to a diverse set of asset
management clients (included in our Asset Management
segment), as well as asset management services, wealth
advisory services and certain transaction services for
wealth management clients (included in our Consumer &
Wealth Management segment).

‰ Commissions and fees

revenues

consists of

from
executing and clearing client transactions on major stock,
options and futures exchanges worldwide, as well as
over-the-counter (OTC) transactions. These activities are
included in our Global Markets and Consumer & Wealth
Management segments.

‰ Market making consists of revenues (excluding net interest)
from client execution activities related to making markets in
interest
credit products, mortgages,
currencies, commodities and equity products. These
activities are included in our Global Markets segment.

rate products,

‰ Other principal

transactions

consists of

revenues
(excluding net interest) from our equity investing activities,
including revenues related to our consolidated investments
(included in our Asset Management segment), and lending
activities (included across our four segments).

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Operating Environment. During 2021, a general recovery
of the global economy, continued monetary and fiscal
support
from central banks and governments and
accelerating vaccine distribution provided a favorable
market backdrop. These factors contributed to generally
higher global equity prices and tighter credit spreads
compared with the end of 2020. In addition, market-
making activities reflected strong client activity levels,
although activity declined from a very strong prior year
which reflected heightened volatility and significant market
dislocations as a result of the COVID-19 pandemic, and
investment banking activity levels across mergers and
acquisitions and underwriting were elevated.

ineffective

(including due

If concerns about the economic outlook, including those on
inflation and supply chain issues, grow or the ongoing
efforts to mitigate the impact of the COVID-19 pandemic
to new variants or
are
complications with vaccine distribution, efficacy and
hesitancy), it may lead to a decline in global equity markets,
a decline in investment banking activity levels, and a
continued decline in market-making activity levels, and net
revenues and the provision for credit losses would likely be
negatively impacted. See “Segment Assets and Operating
Results — Segment Operating Results” for information
about the operating environment and material trends and
uncertainties that may impact our results of operations.

2021 versus 2020. Net revenues in the consolidated
statements of earnings were $59.34 billion for 2021, 33%
higher than 2020, reflecting significantly higher other
principal
investment banking
revenues,
revenues and net interest income, and higher investment
management revenues.

transactions

Non-Interest Revenues. Investment banking revenues in
the consolidated statements of earnings were $14.17 billion
for 2021, 55% higher than 2020, due to significantly higher
revenues in financial advisory, reflecting a significant
increase in completed mergers and acquisitions volumes, in
equity underwriting, primarily driven by strong industry-
wide
initial public offerings activity, and in debt
underwriting, primarily reflecting elevated industry-wide
leveraged finance activity.

Investment management revenues in the consolidated
statements of earnings were $8.06 billion for 2021, 16%
higher than 2020, primarily due to higher management and
other fees, reflecting the impact of higher average AUS,
partially offset by higher fee waivers on money market
funds. In addition, incentive fees were significantly higher,
primarily driven by harvesting.

Commissions and fees in the consolidated statements of
earnings were $3.62 billion for 2021, slightly higher than
2020.

Market making revenues in the consolidated statements of
earnings were $15.35 billion for 2021,
essentially
unchanged compared with 2020, as significantly lower
revenues in interest rate products and credit products were
largely offset by significantly higher revenues in equity
products (primarily in derivatives) and commodities, and
improved results in mortgages.

Other principal transactions revenues in the consolidated
statements of earnings were $11.67 billion for 2021,
compared with $4.65 billion for 2020, primarily reflecting
significantly higher net gains from investments in private
equities and in debt instruments, partially offset by net
losses from investments in public equities compared with
significant net gains in 2020.

interest

Interest

Income. Net

Net
income in the
consolidated statements of earnings was $6.47 billion for
2021, 36% higher than 2020, reflecting a decrease in
interest expense, partially offset by a decrease in interest
income. The decrease in interest expense is primarily related
to other interest-bearing liabilities, deposits and long-term
borrowings, each reflecting the impact of lower interest
rates. The decrease in interest income primarily related to
collateralized agreements and trading assets, both reflecting
the impact of lower interest rates, partially offset by the
impact of higher average balances
loans. See
for
“Supplemental
Information — Statistical
Disclosures — Distribution of Assets, Liabilities and
Shareholders’ Equity” for further information about our
sources of net interest income.

Financial

Goldman Sachs 2021 Form 10-K

65

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Provision for Credit Losses
Provision for credit losses consists of provision for credit
losses on loans and lending commitments held for
investment and accounted for at amortized cost. See Note 9
further
to the consolidated financial
information about the provision for credit losses.

statements

for

The table below presents our provision for credit losses.

$ in millions

Provision for credit losses

Year Ended December

2021

$357

2020

2019

$3,098

$1,065

2021 versus 2020. Provision for credit losses in the
consolidated statements of earnings was $357 million for
2021, compared with $3.10 billion for 2020. 2021 included
provisions related to portfolio growth (primarily in credit
cards, including approximately $185 million of provisions
related to the commitment to acquire the General Motors
co-branded credit card portfolio), largely offset by reserve
reductions on wholesale and consumer loans reflecting
continued
economic
in
environment. This followed challenging conditions in the
prior year as a result of the COVID-19 pandemic, which
contributed to significant provisions in 2020.

improvement

broader

the

Operating Expenses
Our operating expenses are primarily influenced by
compensation, headcount and levels of business activity.
Compensation and benefits includes salaries, year-end
discretionary compensation, amortization of equity awards
and
benefits. Discretionary
as
compensation is significantly impacted by, among other
factors, the level of net revenues net of provision for credit
financial performance, prevailing labor
losses, overall
markets, business mix, the structure of our share-based
compensation programs and the external environment.

other

items

such

The table below presents our operating expenses by line
item and headcount.

Year Ended December

$ in millions

2021

2020

2019

Compensation and benefits
Transaction based
Market development
Communications and technology
Depreciation and amortization
Occupancy
Professional fees
Other expenses
Total operating expenses

$17,719
4,710
553
1,573
2,015
981
1,648
2,739
$31,938

$13,309
4,141
401
1,347
1,902
960
1,306
5,617
$28,983

$12,353
3,513
739
1,167
1,704
1,029
1,316
3,077
$24,898

Headcount at period-end

43,900

40,500

38,300

2021 versus 2020. Operating expenses in the consolidated
statements of earnings were $31.94 billion for 2021, 10%
higher than 2020. Our efficiency ratio for 2021 was 53.8%,
compared with 65.0% for 2020. In 2020, net provisions for
increased our
litigation and regulatory proceedings
efficiency ratio by 7.6 percentage points.

66

Goldman Sachs 2021 Form 10-K

(reflecting strong performance).

The increase in operating expenses compared with 2020
primarily reflected significantly higher compensation and
benefits expenses
In
addition, technology expenses and professional fees were
significantly higher and transaction based expenses were
higher. These increases were partially offset by significantly
lower net provisions
litigation and regulatory
proceedings and lower expenses related to consolidated
investments (including impairments).

for

Net provisions for litigation and regulatory proceedings for
2021 were $534 million compared with $3.42 billion for
2020.

Charitable contributions to Goldman Sachs Gives were
approximately $250 million for 2021.

As of December 2021, headcount increased 8% compared
in new
with December 2020,
business
in technology
professionals.

initiatives and an increase

reflecting investments

Provision for Taxes
The effective income tax rate for 2021 was 20.0%, down
from the full year income tax rate of 24.2% for 2020,
primarily due to a decrease in provisions for non-deductible
litigation, partially offset by a decrease in the impact of tax
benefits in 2021 compared with 2020.

In March 2021, the American Rescue Plan Act of 2021
(Rescue Plan) was signed into law. The Rescue Plan is a
$1.9 trillion stimulus package enacted to help address the
economic and health impacts of the COVID-19 pandemic.
The Rescue Plan includes a repeal of a provision under
which U.S. affiliated groups could elect a worldwide
interest expense for foreign tax credit
allocation of
limitation purposes for one year beginning in January 2021.
Additionally, beginning in 2027,
limitation on
corporate tax deductions for compensation payable to the
CEO, CFO and the top three highest paid employees will be
expanded to include the next five highest paid employees.
The legislation did not have a material impact on our 2021
annual effective tax rate and is not expected to have a
material impact on our 2022 annual effective tax rate.

the

In April 2021, the New York State (NYS) FY 2022 budget
was enacted. The legislation temporarily increased the NYS
corporate income tax rate from 6.5% to 7.25% for
calendar years 2021 through 2023. The legislation did not
have a material impact on our 2021 annual effective tax
rate and is not expected to have a material impact on our
2022 annual effective tax rate.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The U.K. Finance Act 2021 was enacted in June 2021 and
includes a six percent increase in the corporate income tax
rate effective from April 2023. During 2021, U.K. deferred
tax assets and liabilities were remeasured and a deferred tax
benefit of approximately $100 million was recognized. The
Finance (No. 2) Bill 2021-22, issued in November 2021,
includes a five percent reduction in the U.K. bank surcharge
tax rate, effective from April 2023. The bank surcharge is
currently applicable to certain of our U.K. subsidiaries and
branches, including Goldman Sachs International (GSI) and
Goldman Sachs International Bank (GSIB). Following
Royal Assent, the associated impact of any change to the
bank surcharge on U.K. deferred tax assets and liabilities
could have a material impact on our effective tax rate,
depending on the operating results for the quarter during
which this legislation is enacted.

We expect our tax rate for 2022 to be between 20% and
21%, excluding the impact of income tax benefits on
employee share-based awards and any potential changes in
current income tax rates.

Segment Assets and Operating Results
Segment Assets. The table below presents assets by
segment.

$ in millions

Investment Banking
Global Markets
Asset Management
Consumer & Wealth Management
Total

As of December

2021

2020

$ 144,157
1,082,378
91,115
146,338
$1,463,988

$ 116,242
844,606
95,751
106,429
$1,163,028

The allocation process for segment assets is based on the
activities of
these segments. The allocation of assets
includes
allocation of GCLA (which consists of
unencumbered, highly liquid securities and cash), which is
generally included within cash and cash equivalents,
collateralized agreements and trading assets on our balance
sheet. Due to the integrated nature of these segments,
estimates and judgments are made in allocating these assets.
See “Risk Management — Liquidity Risk Management”
for further information about our GCLA.

Segment Operating Results. The table below presents
our segment operating results.

$ in millions

Investment Banking
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings to common
Average common equity
Return on average common equity

Global Markets
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings to common
Average common equity
Return on average common equity

Asset Management
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings to common
Average common equity
Return on average common equity

Consumer & Wealth Management
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings to common
Average common equity
Return on average common equity

Total net revenues
Total provision for credit losses
Total operating expenses
Total pre-tax earnings
Net earnings to common
Average common equity
Return on average common equity

Year Ended December

2021

2020

2019

$14,876
(298)
6,705
$ 8,469
$ 6,705
$10,341
64.8%

$ 9,423
1,624
6,134
$ 1,665
$ 1,193
$11,313

$ 7,599
333
4,685
$ 2,581
$ 1,996
$11,167
10.5% 17.9%

$22,077
45
12,969
$ 9,063
$ 6,973
$45,497
15.3%

$14,916
18
5,970
$ 8,928
$ 7,046
$25,195
28.0%

$ 7,470
592
6,294
$
584
427
$
$10,796
4.0%

$59,339
357
31,938
$27,044
$21,151
$91,829
23.0%

$21,157
274
12,806
$ 8,077
$ 5,766
$40,760
14.1%

$14,779
35
10,851
$ 3,893
$ 2,729
$40,060
6.8%

$ 7,984
442
5,142
$ 2,400
$ 1,740
$20,491

$ 8,965
274
4,817
$ 3,874
$ 3,013
$21,575
8.5% 14.0%

$ 5,996
758
4,901
$
337
216
$
$ 8,012
2.7%

$ 5,203
423
4,545
$
235
159
$
$ 6,292
2.5%

$44,560
3,098
28,983
$12,479
$ 8,915
$80,576

$36,546
1,065
24,898
$10,583
$ 7,897
$79,094
11.1% 10.0%

Net revenues in our segments include allocations of interest
income and expense to specific positions in relation to the
cash generated by, or funding requirements of, such
positions. See Note 25 to the consolidated financial
statements for further information about our business
segments.

The allocation of common shareholders’ equity and
preferred stock dividends to each segment is based on the
estimated amount of equity required to support
the
activities of the segment under relevant regulatory capital
requirements. Net earnings for each segment is calculated
by applying the firmwide tax rate to each segment’s pre-tax
earnings.

Goldman Sachs 2021 Form 10-K

67

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Effective January 1, 2021, the attributed equity among our
segments was updated to reflect the results of our 2020
Comprehensive Capital Analysis and Review (CCAR)
process. See “Capital Management and Regulatory
Capital — Capital Management” for information about the
impact of these updates on the allocation of attributed
equity among our segments as of the beginning of the first
quarter of 2021. The average common equity balances
above incorporate such impact, as well as the changes in the
size and composition of assets held in each of our segments
that occurred during 2021. See “Capital Management and
Regulatory Capital — Capital Management”
for
information about our 2021 CCAR process and our
updated SCB, which became effective on October 1, 2021.

the performance of

Compensation and benefits expenses within our segments
reflect, among other factors, our overall performance, as
individual businesses.
well as
Consequently, pre-tax margins in one segment of our
business may be significantly affected by the performance
of our other business segments. A description of segment
operating results follows.

Investment Banking
Investment Banking generates revenues from the following:
‰ Financial

advisory
assignments with respect to mergers and acquisitions,
divestitures, corporate defense activities, restructurings
and spin-offs.

advisory.

strategic

Includes

‰ Underwriting. Includes public offerings and private
placements, including local and cross-border transactions
and acquisition financing, of a wide range of securities
and other financial instruments, including loans.

‰ Corporate lending.

lending to corporate
Includes
clients, including through relationship lending, middle-
market
lending and acquisition financing. We also
provide transaction banking services to certain of our
corporate clients.

68

Goldman Sachs 2021 Form 10-K

The table below presents our Investment Banking assets.

$ in millions

Cash and cash equivalents
Collateralized agreements
Customer and other receivables
Trading assets
Investments
Loans
Other assets
Total

As of December

2021

2020

$ 64,437
21,354
5,248
20,338
1,053
29,555
2,172
$144,157

$ 34,730
20,242
2,465
29,493
1,078
26,544
1,690
$116,242

The table below presents our Investment Banking operating
results.

$ in millions

Financial advisory
Equity underwriting
Debt underwriting
Underwriting
Corporate lending
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Provision for taxes
Net earnings
Preferred stock dividends
Net earnings to common

Year Ended December

2021

2020

2019

$ 5,653
5,011
3,504
8,515
708
14,876
(298)
6,705
8,469
1,694
6,775
70
$ 6,705

$ 3,065
3,406
2,670
6,076
282
9,423
1,624
6,134
1,665
403
1,262
69
$ 1,193

$11,313
10.5%

$ 3,197
1,482
2,119
3,601
801
7,599
333
4,685
2,581
516
2,065
69
$ 1,996

$11,167
17.9%

Average common equity
Return on average common equity

$10,341
64.8%

The table below presents our financial advisory and
underwriting transaction volumes.

$ in billions

Year Ended December

2021

2020

2019

Announced mergers and acquisitions
Completed mergers and acquisitions
Equity and equity-related offerings
Debt offerings

$ 1,851
$ 1,581
141
$
332
$

$
948
$ 1,033
115
$
352
$

$ 1,350
$ 1,270
67
$
246
$

In the table above:
‰ Volumes are per Dealogic.
‰ Announced and completed mergers and acquisitions
volumes are based on full credit to each of the advisors in
a transaction. Equity and equity-related offerings and
debt offerings are based on full credit for single book
managers and equal credit for joint book managers.
Transaction volumes may not be indicative of net
revenues in a given period. In addition, transaction
volumes for prior periods may vary from amounts
previously reported due to the subsequent withdrawal or
a change in the value of a transaction.

‰ Equity and equity-related offerings includes Rule 144A
and public common stock offerings, convertible offerings
and rights offerings.

‰ Debt offerings includes non-convertible preferred stock,
mortgage-backed securities, asset-backed securities and
taxable municipal debt. Includes publicly registered and
Rule 144A issues and excludes leveraged loans.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Operating Environment. During 2021,
Investment
Banking operated in an environment characterized by
strong industry-wide activity. In mergers and acquisitions,
industry-wide completed and announced volumes were at
high levels, reflecting supportive market conditions and
strong CEO confidence. In underwriting,
industry-wide
reflected continued strength in equity
activity levels
underwriting volumes,
including strong initial public
offerings activity, and solid debt underwriting volumes,
including elevated leveraged finance activity.

future,

In the
if market and economic conditions
deteriorate, and industry-wide mergers and acquisitions
industry-wide equity and debt
volumes decline, or if
underwriting volumes decline, or credit spreads related to
hedges on our relationship lending portfolio tighten further,
net revenues in Investment Banking would likely be
negatively impacted. In addition, a deterioration in the
creditworthiness of borrowers would negatively impact the
provision for credit losses.

2021 versus 2020. Net revenues in Investment Banking
were $14.88 billion for 2021, 58% higher than 2020,
primarily reflecting significantly higher net revenues in
Financial advisory and Underwriting.

The increase in Financial advisory net revenues reflected a
significant increase in completed mergers and acquisitions
volumes. The increase in Underwriting net revenues was
due to significantly higher net revenues in both Equity
underwriting, primarily driven by strong industry-wide
initial public offerings activity, and Debt underwriting,
primarily reflecting elevated industry-wide
leveraged
finance activity. Corporate lending net revenues were
significantly higher, primarily reflecting net gains from
lending activities compared with net losses in the prior year,
and significantly higher net interest income.

Provision for credit losses was a net benefit of $298 million
for 2021, compared with net provisions of $1.62 billion for
2020, primarily due to reserve reductions in the current
year reflecting continued improvement in the broader
economic environment following challenging conditions in
2020 resulting from the COVID-19 pandemic.

Operating expenses were $6.71 billion for 2021, 9% higher
than 2020, due to significantly higher compensation and
benefits expenses (reflecting strong performance), partially
offset by significantly lower net provisions for litigation and
regulatory proceedings. Pre-tax earnings were $8.47 billion
for 2021, compared with $1.67 billion for 2020. ROE was
64.8% for 2021, compared with 10.5% for 2020 (which
included the impact of net provisions for litigation and
regulatory proceedings
reduced ROE by 11.5
that
percentage points).

increased

significantly

As of December 2021, our investment banking transaction
backlog
with
December 2020, due to significantly higher estimated net
revenues from potential financial advisory transactions and
potential debt underwriting transactions (particularly from
leveraged finance transactions), and higher estimated net
revenues from potential equity underwriting transactions.

compared

Our backlog represents an estimate of our net revenues
from future transactions where we believe that future
revenue realization is more likely than not. We believe
changes in our backlog may be a useful indicator of client
activity levels which, over the long term, impact our net
revenues. However, the time frame for completion and
corresponding revenue recognition of transactions in our
backlog varies based on the nature of the assignment, as
certain transactions may remain in our backlog for longer
periods of time. In addition, our backlog is subject to
certain limitations,
the
likelihood that individual client transactions will occur in
the future. Transactions may be cancelled or modified, and
transactions not included in the estimate may also occur.

such as assumptions about

Global Markets
Our Global Markets segment consists of:

FICC. FICC generates revenues from intermediation and
financing activities.
‰ FICC intermediation. Includes client execution activities
related to making markets in both cash and derivative
instruments, as detailed below.

Interest Rate Products. Government bonds (including
inflation-linked securities)
across maturities, other
government-backed securities, and interest rate swaps,
options and other derivatives.

Credit Products.
Investment-grade and high-yield
corporate securities, credit derivatives, exchange-traded
loans, municipal
funds
securities, emerging market and distressed debt, and trade
claims.

(ETFs), bank and bridge

Mortgages. Commercial mortgage-related securities,
residential mortgage-related
loans and derivatives,
securities,
(including U.S.
derivatives
and
government
collateralized mortgage
agency-issued
obligations and other securities and loans), and other
asset-backed securities, loans and derivatives.

loans

Currencies. Currency options, spot/forwards and other
derivatives on G-10 currencies and emerging-market
products.

Goldman Sachs 2021 Form 10-K

69

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Commodities. Commodity derivatives and, to a lesser
extent, physical commodities, involving crude oil and
petroleum products, natural gas, agricultural, base,
precious
including
renewable power, environmental products and other
commodity products.

and other metals,

electricity,

For further information about market-making activities,
see “Market-Making Activities” below.

‰ FICC financing. Includes providing financing to our
clients through warehouse loans backed by mortgages
(including residential and commercial mortgage loans),
corporate loans and consumer loans (including auto loans
and private student loans). We also provide financing to
clients through structured credit, asset-backed lending,
and through securities purchased under agreements to
resell (resale agreements).

futures

In addition, we

securities, options,

Equities. Equities generates revenues from intermediation
and financing activities.
‰ Equities intermediation. We make markets in equity
securities and equity-related products, including ETFs,
convertible
and OTC
derivative instruments. We also structure and make
industry sectors,
markets in derivatives on indices,
financial measures and individual company stocks. Our
exchange-based market-making activities include making
markets in stocks and ETFs, futures and options on major
generate
exchanges worldwide.
commissions and fees from executing and clearing
institutional client transactions on major stock, options
and futures exchanges worldwide, as well as OTC
transactions. For further information about market-
making activities, see “Market-Making Activities” below.
‰ Equities financing. Includes prime brokerage and other
equities financing activities, including securities lending,
margin lending and swaps. We earn fees by providing
clearing, settlement and custody services globally. We
provide services that principally involve borrowing and
lending securities to cover institutional clients’ short sales
and borrowing securities to cover our short sales and to
make deliveries into the market. In addition, we are an
active participant in broker-to-broker securities lending
and third-party agency lending activities. We provide
financing to our clients for their securities trading
activities through margin loans that are collateralized by
securities, cash or other acceptable collateral. In addition,
we execute swap transactions to provide our clients with
exposure to securities and indices.

70

Goldman Sachs 2021 Form 10-K

institutions,

Market-Making Activities
As a market maker, we facilitate transactions in both liquid
and less liquid markets, primarily for institutional clients,
such as corporations, financial
investment
funds and governments, to assist clients in meeting their
investment objectives and in managing their risks. In this
role, we seek to earn the difference between the price at
which a market participant is willing to sell an instrument
to us and the price at which another market participant is
willing to buy it from us, and vice versa (i.e., bid/offer
spread).
In addition, we maintain (i) market-making
positions, typically for a short period of time, in response
to, or in anticipation of, client demand, and (ii) positions to
actively manage our risk exposures that arise from these
market-making activities (collectively,
inventory). Our
inventory is recorded in trading assets (long positions) or
trading liabilities (short positions) in our consolidated
balance sheets.

results are

Our
influenced by a combination of
interconnected drivers, including (i) client activity levels and
transactional bid/offer spreads (collectively, client activity),
and (ii) changes in the fair value of our inventory and
interest income and interest expense related to the holding,
hedging and funding of our inventory (collectively, market-
making inventory changes). Due to the integrated nature of
our market-making activities, disaggregation of net
revenues into client activity and market-making inventory
changes is judgmental and has inherent complexities and
limitations.

affecting

The amount and composition of our net revenues vary over
time as these drivers are impacted by multiple interrelated
factors
conditions,
including volatility and liquidity in the market, changes in
interest rates, currency exchange rates, credit spreads,
equity prices and commodity prices, investor confidence,
and other macroeconomic concerns and uncertainties.

and market

economic

In general, assuming all other market-making conditions
remain constant, increases in client activity levels or bid/
offer spreads tend to result in increases in net revenues, and
decreases tend to have the opposite effect. However,
changes in market-making conditions can materially impact
client activity levels and bid/offer spreads, as well as the fair
value of our inventory. For example, a decrease in liquidity
in the market could have the impact of (i) increasing our
bid/offer spread, (ii) decreasing investor confidence and
thereby decreasing client activity levels, and (iii) widening
of credit spreads on our inventory positions.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents our Global Markets assets.

$ in millions

Cash and cash equivalents
Collateralized agreements
Customer and other receivables
Trading assets
Investments
Loans
Other assets
Total

As of December

2021

2020

$ 131,390
343,535
142,547
337,040
55,285
60,916
11,665
$1,082,378

$ 86,663
212,711
110,473
339,349
52,929
33,214
9,267
$844,606

The table below presents our Global Markets operating results.

$ in millions

FICC intermediation
FICC financing
FICC
Equities intermediation
Equities financing
Equities
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Provision for taxes
Net earnings
Preferred stock dividends
Net earnings to common

Average common equity
Return on average common equity

Year Ended December

2021

2020

2019

$ 8,647
1,937
10,584
7,574
3,919
11,493
22,077
45
12,969
9,063
1,813
7,250
277
$ 6,973

$45,497
15.3%

$ 9,991
1,593
11,584
6,989
2,584
9,573
21,157
274
12,806
8,077
1,955
6,122
356
$ 5,766

$40,760
14.1%

$ 6,009
1,379
7,388
4,374
3,017
7,391
14,779
35
10,851
3,893
779
3,114
385
$ 2,729

$40,060
6.8%

The table below presents our Global Markets net revenues
by line item in the consolidated statements of earnings.

$ in millions

FICC

Equities

Year Ended December 2021
Market making
Commissions and fees
Other principal transactions
Net interest income
Total

Year Ended December 2020
Market making
Commissions and fees
Other principal transactions
Net interest income
Total

Year Ended December 2019
Market making
Commissions and fees
Other principal transactions
Net interest income
Total

$ 7,584
–
358
2,642
$10,584

$ 8,972
–
53
2,559
$11,584

$ 5,813
–
1
1,574
$ 7,388

$ 7,768
3,543
56
126
$11,493

$ 6,574
3,347
(18)
(330)
$ 9,573

$ 4,344
2,900
51
96
$ 7,391

Global
Markets

$15,352
3,543
414
2,768
$22,077

$15,546
3,347
35
2,229
$21,157

$10,157
2,900
52
1,670
$14,779

In the table above:
‰ The difference between commissions and fees and those
in the consolidated statements of earnings represents
commissions and fees included in our Consumer &
Wealth Management segment.

‰ See “Net Revenues” for information about market making
revenues, commissions and fees, other principal transactions
revenues and net interest income. See Note 25 to the consolidated
financialstatementsfornetinterestincomebysegment.

‰ The primary driver of net
intermediation was client activity.

revenues

for FICC

Operating Environment. During 2021, Global Markets
operated in an environment characterized by continued
economic recovery and continued monetary and fiscal
support
from central banks and governments, which
contributed to strong client activity levels, although activity
declined from a very strong prior year which reflected
heightened volatility and significant market dislocations as
a result of the COVID-19 pandemic. In addition, global
equity prices were generally higher compared with the end
of 2020, as the S&P 500 Index increased by 27% and the
MSCI World Index increased by 17%. Market volatility
continued to moderate from elevated levels last year, as the
If
average daily VIX was 33% lower
macroeconomic conditions lead to a continued decline in
activity levels or continued decline in volatility, net revenues
in Global Markets would likely be negatively impacted.

than 2020.

2021 versus 2020. Net revenues in Global Markets were
$22.08 billion for 2021, 4% higher than 2020.

Net revenues in FICC were $10.58 billion, 9% lower than
2020, due to lower net revenues in FICC intermediation,
reflecting significantly lower net revenues in interest rate
products and credit products and slightly lower net
revenues in currencies, partially offset by significantly
higher net revenues in mortgages and higher net revenues in
commodities. Net
in FICC financing were
significantly higher, reflecting significantly higher net
revenues
from mortgage lending, partially offset by
significantly lower net revenues from resale agreements.

revenues

The decrease in FICC intermediation net revenues reflected
strong but significantly lower client activity compared with
very strong activity levels in the prior year due to high
volatility amid the COVID-19 pandemic. This was partially
offset by the impact of improved market-making conditions
on our inventory compared with challenging conditions in
the prior year. The following provides information about
revenues by business,
our FICC intermediation net
compared with 2020 results:
‰ Net revenues in interest rate products primarily reflected

lower client activity.

‰ Net revenues in credit products and currencies reflected
lower client activity, partially offset by the impact of
improved market-making conditions on our inventory.
‰ Net revenues in mortgages reflected the impact of
improved market-making conditions on our inventory.
‰ Net revenues in commodities primarily reflected higher

client activity.

Goldman Sachs 2021 Form 10-K

71

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Net revenues in Equities were $11.49 billion, 20% higher
than 2020, due to significantly higher net revenues in
Equities financing, primarily reflecting increased activity
(including higher average client balances), and higher net
revenues in Equities intermediation, across both derivatives
and cash products.

Provision for credit losses was $45 million for 2021,
compared with $274 million for 2020, primarily reflecting
reserve reductions in the current year due to continued
improvement
in the broader economic environment
following challenging conditions in 2020 resulting from the
COVID-19 pandemic, partially offset by portfolio growth.

Operating expenses were $12.97 billion for 2021,
essentially unchanged compared with 2020, as higher
compensation and benefits expenses (reflecting strong
performance) and higher transaction based expenses were
offset by significantly lower net provisions for litigation and
regulatory
were
$9.06 billion, 12% higher than 2020. ROE was 15.3% for
2021, compared with 14.1% for 2020 (which included the
impact of net provisions for litigation and regulatory
proceedings that reduced ROE by 4.0 percentage points).

proceedings.

earnings

Pre-tax

including equity,

Asset Management
We manage client assets across a broad range of investment
strategies and asset classes for a diverse set of institutional
clients and a network of third-party distributors around the
world,
fixed income and alternative
investments. We provide investment solutions including
those managed on a fiduciary basis by our portfolio
managers, as well as those managed by third-party
managers. We offer our investment solutions in a variety of
structures, including separately managed accounts, mutual
funds, private partnerships and other commingled vehicles.
These solutions begin with identifying clients’ objectives
and continue through portfolio construction, ongoing asset
allocation and risk management and investment realization.

In addition to managing client assets, we invest
in
alternative investments across a range of asset classes that
seek to deliver long-term accretive risk-adjusted returns.
Our investing activities, which are typically longer term,
include investments in corporate equity, credit, real estate
and infrastructure assets.

Asset Management generates revenues from the following:
‰ Management and other fees. The majority of revenues
in management and other fees consists of asset-based fees
on client assets that we manage. For further information
about AUS, see “Assets Under Supervision” below. The
fees that we charge vary by asset class, distribution
channel and the types of services provided, and are
affected by investment performance, as well as asset
inflows and redemptions.

72

Goldman Sachs 2021 Form 10-K

‰ Incentive fees. In certain circumstances, we also receive
incentive fees based on a percentage of a fund’s or a
separately managed account’s return, or when the return
exceeds a specified benchmark or other performance
targets. Such fees include overrides, which consist of the
increased share of the income and gains derived primarily
from our private equity and credit funds when the return
on a fund’s investments over the life of the fund exceeds
certain threshold returns.

‰ Equity investments. Our alternative investing activities
relate to public and private equity investments in
corporate, real estate and infrastructure entities. We also
through consolidated investment
make investments
entities (CIEs), substantially all of which are engaged in
real estate investment activities.

‰ Lending and debt investments. We invest in corporate
debt and provide financing for real estate and other
assets. These activities include investments in mezzanine
debt, senior debt and distressed debt securities.

The table below presents our Asset Management assets.

$ in millions

Cash and cash equivalents
Collateralized agreements
Customer and other receivables
Trading assets
Investments
Loans
Other assets
Total

As of December

2021

2020

$16,636
5,227
946
5,000
32,318
13,698
17,290
$91,115

$ 8,635
4,749
1,261
6,819
34,386
16,558
23,343
$95,751

The table below presents our Asset Management operating
results.

$ in millions

Management and other fees
Incentive fees
Equity investments
Lending and debt investments
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Provision for taxes
Net earnings
Preferred stock dividends
Net earnings to common

Average common equity
Return on average common equity

Year Ended December

2021

2020

2019

$ 2,883
438
9,189
2,406
14,916
18
5,970
8,928
1,785
7,143
97
$ 7,046

$25,195
28.0%

$ 2,785
287
4,095
817
7,984
442
5,142
2,400
581
1,819
79
$ 1,740

$20,491
8.5%

$ 2,600
130
4,765
1,470
8,965
274
4,817
3,874
775
3,099
86
$ 3,013

$21,575
14.0%

The table below presents our Equity investments net
revenues by equity type and asset class.

$ in millions

Equity Type
Private equity
Public equity
Total

Asset Class
Real estate
Corporate
Total

Year Ended December

2021

2020

2019

$ 9,266
(77)
$ 9,189

$ 2,417
1,678
$ 4,095

$ 2,489
6,700
$ 9,189

$ 1,621
2,474
$ 4,095

$ 4,288
477
$ 4,765

$ 2,384
2,381
$ 4,765

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents details about our Lending and
debt investments net revenues.

$ in millions

Fair value net gains/(losses)
Net interest income
Total

Year Ended December

2021

2020

2019

$1,155
1,251
$2,406

$ (228)
1,045
$ 817

$ 334
1,136
$1,470

Operating Environment. During 2021, the operating
environment for Asset Management improved, as global
equity prices were generally higher and credit spreads
tightened, amid economic recovery and continued support
from central banks and governments globally. If optimism
about the economic outlook declines or the ongoing efforts
to mitigate the impact of the COVID-19 pandemic are
ineffective, it may lead to a decline in asset prices, widening
of credit spreads, and investors transitioning to asset classes
that typically generate lower fees or investors withdrawing
their assets, and net revenues in Asset Management would
likely be negatively impacted.

2021 versus 2020. Net revenues in Asset Management
were $14.92 billion for 2021, 87% higher than 2020,
primarily reflecting significantly higher net revenues in
Equity investments and Lending and debt investments.

The increase in Equity investments net revenues reflected
significantly higher net gains from investments in private
equities, driven by company-specific events and improved
corporate performance compared with 2020, partially
offset by net losses from investments in public equities
compared with significant net gains in the prior year.

The increase in Lending and debt investments net revenues
reflected net gains from investments in debt instruments
compared with net losses in the prior year, and significantly
higher net interest income.

Incentive fees were higher, primarily driven by harvesting, and
Management and other fees were slightly higher, reflecting the
impact of higher average assets under supervision, partially
offset by higher fee waivers on money market funds.

Provision for credit losses was $18 million for 2021,
compared with $442 million for 2020, primarily due to
reserve reductions in the current year reflecting continued
improvement
in the broader economic environment
following challenging conditions in 2020 resulting from the
COVID-19 pandemic.

Operating expenses were $5.97 billion for 2021, 16%
higher than 2020, primarily due to significantly higher
compensation and benefits expenses (reflecting strong
performance), partially offset by lower expenses related to
consolidated investments (including impairments). Pre-tax
earnings were $8.93 billion for 2021, compared with
$2.40 billion for 2020. ROE was 28.0% for 2021,
compared with 8.5% for 2020.

Consumer & Wealth Management
Consumer & Wealth Management helps clients achieve
their individual financial goals by providing a broad range
of wealth advisory and banking services, including financial
investment management, deposit-taking and
planning,
lending. Services are offered through our global network of
advisors and via our digital platforms.

Wealth Management. Wealth management provides
tailored wealth advisory services to clients across the wealth
spectrum. We operate globally serving individuals, families,
family offices, and foundations and endowments. Our
relationships are established directly or introduced through
corporations that sponsor financial wellness programs for
their employees.

structuring,

We offer personalized financial planning inclusive of
income and liability management, compensation and
benefits analysis,
tax
trust and estate
optimization, philanthropic giving, and asset protection.
We also provide customized investment advisory solutions,
and offer structuring and execution capabilities in security
and derivative products across all major global markets.
We
investment
platform and our global execution capabilities to help
clients achieve their investment goals. In addition, we offer
clients a full range of private banking services, including a
variety of deposit alternatives and loans that our clients use
to finance investments in both financial and nonfinancial
assets, bridge cash flow timing gaps or provide liquidity and
flexibility for other needs.

leverage a broad, open-architecture

revenues

generates

from the

Wealth management
following:
‰ Management and other fees. Includes fees related to
managing assets, providing investing and wealth advisory
solutions, providing financial planning and counseling
services via Ayco Personal Financial Management, and
executing brokerage transactions for wealth management
clients.

‰ Incentive fees. In certain circumstances, we also receive
incentive fees from wealth management clients based on a
percentage of a fund’s return, or when the return exceeds
a specified benchmark or other performance targets. Such
fees include overrides, which consist of the increased
share of the income and gains derived primarily from our
private equity and credit funds when the return on a
fund’s investments over the life of the fund exceeds
certain threshold returns.

‰ Private banking and lending. Includes net interest
interest
for wealth

income allocated to deposit-taking and net
income
management clients.

earned on lending

activities

Goldman Sachs 2021 Form 10-K

73

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Consumer Banking. Our Consumer banking business
issues unsecured loans,
through our digital platform,
Marcus by Goldman Sachs (Marcus), and credit cards, to
finance the purchases of goods or services. We also accept
deposits (including savings and time deposits) through
Marcus, in Goldman Sachs Bank USA (GS Bank USA) and
GSIB. Additionally, we provide investing services through
Marcus Invest to U.S. customers.

Consumer banking revenues consist of net interest income
earned on unsecured loans issued to consumers through
Marcus and credit card lending activities, and net interest
income attributed to consumer deposits.

The table below presents our Consumer & Wealth
Management assets.

$ in millions

Cash and cash equivalents
Collateralized agreements
Customer and other receivables
Trading assets
Investments
Loans
Other assets
Total

As of December

2021

2020

$ 48,573
14,358
11,932
13,538
63
54,393
3,481
$146,338

$ 25,814
12,518
7,132
17,969
52
39,799
3,145
$106,429

The table below presents our Consumer & Wealth
Management operating results.

$ in millions

Management and other fees
Incentive fees
Private banking and lending
Wealth management

Consumer banking
Net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Provision for taxes
Net earnings
Preferred stock dividends
Net earnings to common

Year Ended December

2021

2020

2019

$ 4,691
178
1,109
5,978

1,492
7,470
592
6,294
584
117
467
40
427

$

$3,889
114
780
4,783

1,213
5,996
758
4,901
337
81
256
40
$ 216

$8,012
2.7%

$3,475
81
783
4,339

864
5,203
423
4,545
235
47
188
29
$ 159

$6,292
2.5%

Average common equity
Return on average common equity

$10,796
4.0%

74

Goldman Sachs 2021 Form 10-K

Operating Environment. During 2021, improved market
and economic conditions contributed to a more favorable
backdrop for consumer banking and wealth management
activities. Global equity prices were generally higher and, in
the U.S., unemployment decreased and consumer spending
increased compared with 2020, aided by optimism about
the economic recovery and continued support from central
banks and governments globally. If optimism about the
economic outlook declines or the ongoing efforts to
mitigate the impact of
the COVID-19 pandemic are
ineffective, it may lead to a decline in asset prices, investors
favoring asset classes that typically generate lower fees,
and consumers
their
investors withdrawing
withdrawing their deposits or deterioration in consumer
credit, net revenues and the provision for credit losses in
Consumer & Wealth Management would likely be
negatively impacted.

assets

2021 versus 2020. Net revenues in Consumer & Wealth
Management were $7.47 billion for 2021, 25% higher than
2020.

Net revenues in Wealth management were $5.98 billion,
25% higher
than 2020, due to significantly higher
Management and other fees, primarily reflecting the impact
of higher average assets under supervision, and significantly
higher net revenues in Private banking and lending,
primarily reflecting higher loan balances. In addition,
Incentive fees were higher, primarily due to harvesting.

Net revenues in Consumer banking were $1.49 billion,
23% higher than 2020, reflecting higher credit card and
deposit balances.

Provision for credit losses was $592 million for 2021, 22%
lower than 2020, primarily due to reserve reductions in the
current year reflecting continued improvement
in the
broader economic environment
following challenging
conditions in 2020, partially offset by growth in credit card
including approximately $185 million of
balances,
provisions related to the commitment
to acquire the
General Motors co-branded credit card portfolio.

Operating expenses were $6.29 billion for 2021, 28%
higher than 2020, primarily reflecting significantly higher
compensation and benefits expenses (reflecting strong
performance). Pre-tax earnings were $584 million for 2021,
73% higher than 2020. ROE was 4.0% for 2021,
compared with 2.7% for 2020.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Assets Under Supervision
AUS includes our institutional clients’ assets and assets
sourced through third-party distributors (both included in
our Asset Management segment), as well as high-net-worth
clients’ assets (included in our Consumer & Wealth
Management segment), where we earn a fee for managing
assets on a discretionary basis. This includes net assets in
our mutual funds, hedge funds, credit funds, private equity
funds, real estate funds, and separately managed accounts
for institutional and individual investors. AUS also includes
client assets invested with third-party managers, private
bank deposits and advisory relationships where we earn a
fee for advisory and other services, but do not have
investment discretion. AUS does not include the self-
directed brokerage assets of our clients.

The table below presents information about our firmwide
period-end AUS by segment, asset class, distribution
channel, region and vehicle.

As of December

$ in billions

2021

2020

2019

Segment
Asset Management
Consumer & Wealth Management
Total AUS

$1,719
751
$2,470

$1,530
615
$2,145

$1,298
561
$1,859

Asset Class
Alternative investments
Equity
Fixed income
Total long-term AUS
Liquidity products
Total AUS

Distribution Channel
Institutional
Wealth management
Third-party distributed
Total AUS

Region
Americas
EMEA
Asia
Total AUS

Vehicle
Separate accounts
Public funds
Private funds and other
Total AUS

$ 236
613
940
1,789
681
$2,470

$ 824
751
895
$2,470

$1,930
354
186
$2,470

$1,347
811
312
$2,470

$ 191
475
896
1,562
583
$2,145

$ 761
615
769
$2,145

$1,656
318
171
$2,145

$1,186
707
252
$2,145

$ 185
423
789
1,397
462
$1,859

$ 684
561
614
$1,859

$1,408
279
172
$1,859

$1,069
603
187
$1,859

In the table above:
‰ Liquidity products includes money market funds and

private bank deposits.

‰ EMEA represents Europe, Middle East and Africa.

The table below presents changes in our AUS.

$ in billions

Asset Management
Beginning balance
Net inflows/(outflows):

Alternative investments
Equity
Fixed income

Total long-term AUS net inflows/(outflows)
Liquidity products
Total AUS net inflows/(outflows)
Net market appreciation/(depreciation)
Ending balance

Consumer & Wealth Management
Beginning balance
Net inflows/(outflows):

Alternative investments
Equity
Fixed income

Total long-term AUS net inflows/(outflows)
Liquidity products
Total AUS net inflows/(outflows)
Net market appreciation/(depreciation)
Ending balance

Firmwide
Beginning balance
Net inflows/(outflows):

Alternative investments
Equity
Fixed income

Total long-term AUS net inflows/(outflows)
Liquidity products
Total AUS net inflows/(outflows)
Net market appreciation/(depreciation)
Ending balance

Year Ended December

2021

2020

2019

$1,530

$1,298

$1,087

15
5
54
74
76
150
39
$1,719

(3)
(12)
53
38
107
145
87
$1,530

2
34
35
71
52
123
88
$1,298

$ 615

$ 561

$ 455

18
36
2
56
22
78
58
$ 751

2
8
(6)
4
14
18
36
$ 615

9
11
17
37
13
50
56
$ 561

$2,145

$1,859

$1,542

33
41
56
130
98
228
97
$2,470

(1)
(4)
47
42
121
163
123
$2,145

11
45
52
108
65
173
144
$1,859

In the table above, total AUS net inflows/(outflows) for
2019 included $71 billion of inflows (substantially all in
equity and fixed income assets) in connection with the
acquisitions of Standard & Poor’s Investment Advisory
Services (SPIAS), GS Personal Financial Management and
Rocaton Investment Advisors
(Rocaton). SPIAS and
Rocaton were included in the Asset Management segment
and GS Personal Financial Management was included in the
Consumer & Wealth Management segment.

Goldman Sachs 2021 Form 10-K

75

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents information about our average
monthly firmwide AUS by segment and asset class.

The table below presents details about our monthly average
AUS for alternative investments and the average effective
management fee we earned on such assets.

$ in billions

2021

2020

2019

$ in billions

Average for the
Year Ended December

Direct
Strategies

Fund of

Funds Total

Year Ended December 2021
Average AUS
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average AUS for alternative investments

Effective Fees (bps)
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average effective fee

Year Ended December 2020
Average AUS
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average AUS for alternative investments

Effective Fees (bps)
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average effective fee

Year Ended December 2019
Average AUS
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average AUS for alternative investments

Effective Fees (bps)
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total average effective fee

$ 20
19
8
51
$ 98

117
102
93
61
83

$ 15
13
7
44
$ 79

131
95
87
59
81

$ 16
10
6
47
$ 79

134
108
88
61
84

1
7
11

$59 $ 79
20
15
62
$78 $176
35
$211

57
54
56
66
58

72
98
76
62
72
17
63

2
6
10

$58 $ 73
15
13
54
$76 $155
28
$183

57
53
63
65
59

73
89
75
60
70
13
61

2
4
11

$51 $ 67
12
10
58
$68 $147
29
$176

52
48
59
61
54

73
99
76
61
70
13
61

Segment
Asset Management
Consumer & Wealth Management
Total AUS

$1,628
674
$2,302

$1,429
565
$1,994

$1,182
505
$1,687

Asset Class
Alternative investments
Equity
Fixed income
Total long-term AUS
Liquidity products
Total AUS

$ 211
547
919
1,677
625
$2,302

$ 183
409
829
1,421
573
$1,994

$ 176
364
746
1,286
401
$1,687

In addition to our AUS, we have discretion over alternative
investments where we currently do not earn management
fees (non-fee-earning alternative assets).

We earn management fees on client assets that we manage
and also receive incentive fees based on a percentage of a
fund’s or a separately managed account’s return, or when
the return exceeds a specified benchmark or other
performance targets. These incentive fees are recognized
when it is probable that a significant reversal of such fees
will not occur. Our estimated unrecognized incentive fees
were $3.39 billion as of December 2021 and $1.79 billion
as of December 2020. Such amounts are based on the
completion of the funds’ financial statements, which is
generally one quarter in arrears. These fees will be
recognized, assuming no decline in fair value, if and when it
is probable that a significant reversal of such fees will not
occur, which is generally when such fees are no longer
subject to fluctuations in the market value of the assets.

and other

firmwide management

Our
fees were
$7.57 billion for 2021, $6.67 billion for 2020 and
$6.08 billion for 2019. In the first quarter of 2022, we
announced that our target is to achieve management and
other fees of more than $10 billion (including more than
$2 billion from alternative AUS) in 2024.

The table below presents our average effective management
fee (which excludes non-asset-based fees) earned on our
firmwide AUS.

Effective fees (bps)

Asset Class
Alternative investments
Equity
Fixed income
Liquidity products

Total average effective fee

76

Goldman Sachs 2021 Form 10-K

Year Ended December

2021

2020

2019

63
60
17
5

29

61
58
18
14

29

61
61
19
16

32

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents information about our period-end
AUS
non-fee-earning
alternative investments and total alternative investments.

investments,

alternative

for

$ in billions

As of December 2021
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total alternative investments

As of December 2020
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total alternative investments

As of December 2019
Corporate equity
Credit
Real estate
Hedge funds and other
Funds and discretionary accounts
Advisory accounts
Total alternative investments

AUS

$ 87
25
16
70
198
38
$236

$ 74
18
13
56
161
30
$191

$ 76
14
8
58
156
29
$185

Non-fee-earning
alternative
assets

Total
alternative
assets

$ 79
69
39
2
189
1
$190

$ 51
72
43
2
168
1
$169

$ 38
51
43
2
134
–
$134

$166
94
55
72
387
39
$426

$125
90
56
58
329
31
$360

$114
65
51
60
290
29
$319

In the table above:
‰ Corporate equity primarily includes private equity.
‰ Total alternative investments included uncalled capital
that is available for future investing of $42 billion as of
December 2021, $44 billion as of December 2020 and
$32 billion as of December 2019.

‰ Non-fee-earning alternative investments primarily includes
investments that we hold on our balance sheet, our
unfunded commitments, unfunded commitments of our
clients (where we do not charge fees on commitments),
credit facilities collateralized by fund assets and employee
funds. Our calculation of non-fee-earning alternative
investments may not be comparable to similar calculations
used by other companies.

In the beginning of 2020, we announced a strategic
objective of growing our third-party alternatives business,
and established a target of achieving gross inflows of
$150 billion for alternative investments by the end of 2024.
In the first quarter of 2022, we increased that target to
$225 billion by the end of 2024.

The table below presents information about third-party
commitments raised in our alternatives business during
2020 and 2021.

$ in billions

Included in AUS
Included in non-fee-earning alternative assets
Third-party commitments raised

As of
December 2021

$ 64
43
$107

the

commitments

above,
alternative

in
table
In
non-fee-earning
included
approximately $29 billion which will begin to earn fees
(and become AUS), if and when the commitments are
drawn and assets are invested.

investments

included

The table below presents information about alternative
investments in our Asset Management segment that we
hold on our balance sheet.

$ in billions

As of December 2021
Corporate equity
Credit
Real estate
Other
Total

As of December 2020
Corporate equity
Credit
Real estate
Other
Total

As of December 2019
Corporate equity
Credit
Real estate
Other
Total

Debt
securities

Equity
securities

Loans

CIE
investments

and other Total

$ –
7
7
–
$14

$ –
8
9
–
$17

$ –
8
9
–
$17

$ –
11
2
–
$13

$ –
11
2
–
$13

$ –
12
2
–
$14

$15
–
4
–
$19

$16
–
4
–
$20

$17
–
5
–
$22

–
14
1

$ – $15
18
27
1
$15 $61

–
19
1

$ – $16
19
34
1
$20 $70

–
17
1

$ – $17
20
33
1
$18 $71

Loans and Debt Securities. The table below presents the
concentration of loans and debt securities within our
alternative investments by accounting classification, region
and industry.

$ in billions

Loans
Debt securities
Total

Accounting Classification
Debt securities at fair value
Loans at amortized cost
Loans at fair value
Total

Region
Americas
EMEA
Asia
Total

Industry
Consumers
Financial Institutions
Healthcare
Industrials
Natural Resources & Utilities
Real Estate
Technology, Media & Telecommunications
Other
Total

As of December

2021

$14
13
$27

48%
40%
12%
100%

44%
34%
22%
100%

4%
8%
11%
14%
3%
33%
17%
10%
100%

2020

$ 17
13
$ 30

44%
43%
13%
100%

45%
33%
22%
100%

5%
7%
9%
15%
4%
36%
14%
10%
100%

Goldman Sachs 2021 Form 10-K

77

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Equity Securities. The
the
concentration of equity securities within our alternative
investments by region and industry.

table below presents

The table below presents the rollforward of our equity
securities within our alternative investments from the
beginning of 2020 through the end of 2021.

$ in billions

Equity securities

Region
Americas
EMEA
Asia
Total

Industry
Consumers
Financial Institutions
Healthcare
Industrials
Natural Resources & Utilities
Real Estate
Technology, Media & Telecommunications
Other
Total

As of December

2021

$19

2020

$20

57%
23%
20%
100%

6%
11%
11%
7%
10%
22%
30%
3%
100%

51%
18%
31%
100%

2%
25%
8%
5%
7%
18%
31%
4%
100%

$ in billions

Beginning balance
Additions
Dispositions
Mark-ups
Ending balance

Total Equity

$ 22
6
(18)
9
$ 19

CIE Investments and Other. CIE investments and other
included assets held by CIEs of $14 billion as of
December 2021 and $19 billion as of December 2020,
which were funded with liabilities of approximately
$7 billion as of December 2021 and $10 billion as of
December 2020. Substantially all such liabilities were
nonrecourse, thereby reducing our equity at risk.

The table below presents the concentration of CIE assets,
net of financings, within our alternative investments by
region and asset class.

In the table above:
‰ Equity

as

$15

billion

included

securities

equity positions,

of
December 2021 and $17 billion as of December 2020 of
and $4 billion as of
private
December 2021 and $3 billion as of December 2020 of
public equity positions that converted from private equity
upon the initial public offerings of
the underlying
companies.

‰ The concentrations for real estate equity securities as of
December 2021 were 5% for multifamily (3% as of
December
of
December 2020), 6% for mixed use (5% as of
December 2020) and 6% for other real estate equity
securities (7% as of December 2020).

5% for

(3% as

2020),

office

The table below presents the concentration of equity
securities within our alternative investments by vintage.

As of December 2021
2014 or earlier
2015 - 2017
2018 - thereafter
Total

As of December 2020
2013 or earlier
2014 - 2016
2017 - thereafter
Total

Vintage

21%
31%
48%
100%

33%
34%
33%
100%

$ in billions

CIE assets, net of financings

Region
Americas
EMEA
Asia
Total

Asset Class
Hospitality
Industrials
Multifamily
Office
Retail
Senior Housing
Student Housing
Other
Total

As of December

2021

$7

2020

$9

63%
25%
12%
100%

4%
10%
23%
24%
5%
16%
6%
12%
100%

63%
22%
15%
100%

4%
10%
23%
28%
6%
13%
7%
9%
100%

The table below presents the concentration of CIE assets,
net of financings, within our alternative investments by
vintage.

As of December 2021
2014 or earlier
2015 - 2017
2018 - thereafter
Total

As of December 2020
2013 or earlier
2014 - 2016
2017 - thereafter
Total

Vintage

2%
29%
69%
100%

1%
17%
82%
100%

As we continue to grow our third-party alternatives
business, we remain focused on our strategic objective to
intensity of the Asset Management
reduce the capital
equity
segment by reducing our on-balance
investments.

sheet

78

Goldman Sachs 2021 Form 10-K

Geographic Data
See Note 25 to the consolidated financial statements for a
summary of our total net revenues, pre-tax earnings and net
earnings by geographic region.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Balance Sheet and Funding Sources

Balance Sheet Management
One of our risk management disciplines is our ability to
manage the size and composition of our balance sheet.
While our asset base changes due to client activity, market
fluctuations and business opportunities,
the size and
composition of our balance sheet also reflects factors,
including (i) our overall risk tolerance, (ii) the amount of
capital we hold and (iii) our funding profile, among other
factors. See “Capital Management and Regulatory
Capital — Capital Management” for information about
our capital management process.

Although our balance sheet fluctuates on a day-to-day
basis, our total assets at quarter-end and year-end dates are
generally not materially different from those occurring
within our reporting periods.

In order to ensure appropriate risk management, we seek to
maintain a sufficiently liquid balance sheet and have
processes in place to dynamically manage our assets and
liabilities, which include (i) balance sheet planning,
(ii) balance sheet limits, (iii) monitoring of key metrics and
(iv) scenario analyses.

Balance Sheet Planning. We prepare a balance sheet plan
that combines our projected total assets and composition of
assets with our expected funding sources over a three-year
time horizon. This plan is reviewed quarterly and may be
adjusted in response to changing business needs or market
conditions. The objectives of this planning process are:
‰ To develop our balance sheet projections, taking into
account the general state of the financial markets and
expected business activity levels, as well as regulatory
requirements;

‰ To allow Treasury and our independent risk oversight
and control functions to objectively evaluate balance
sheet limit requests from our revenue-producing units in
the context of our overall balance sheet constraints,
including our liability profile and capital levels, and key
metrics; and

‰ To inform the target amount, tenor and type of funding to
raise, based on our projected assets and contractual
maturities.

Treasury and our independent risk oversight and control
functions, along with our revenue-producing units, review
current and prior period information and expectations for
the year to prepare our balance sheet plan. The specific
information reviewed includes asset and liability size and
composition,
risk and performance
measures, and capital usage.

limit utilization,

Our consolidated balance sheet plan, including our balance
sheets by business, funding projections and projected key
metrics, is reviewed and approved by the Firmwide Asset
Liability Committee and the Risk Governance Committee.
See “Risk Management — Overview and Structure of Risk
Management” for an overview of our risk management
structure.

Balance Sheet Limits. The Firmwide Asset Liability
Committee and the Risk Governance Committee have the
responsibility to review and approve balance sheet limits.
These limits are set at levels which are close to actual
operating levels, rather than at levels which reflect our
maximum risk appetite,
in order to ensure prompt
escalation and discussion among our revenue-producing
units, Treasury and our independent risk oversight and
control functions on a routine basis. Requests for changes
in limits are evaluated after giving consideration to their
impact on our key metrics. Compliance with limits is
monitored by our revenue-producing units and Treasury, as
well as our
risk oversight and control
functions.

independent

Monitoring of Key Metrics. We monitor key balance
sheet metrics both by business and on a consolidated basis,
including asset and liability size and composition, limit
utilization and risk measures. We attribute assets to
businesses and review and analyze movements resulting
from new business activity, as well as market fluctuations.

conduct various

Scenario Analyses. We
scenario
analyses, including as part of CCAR and U.S. Dodd-Frank
Wall Street Reform and Consumer Protection Act Stress
Tests (DFAST), as well as our resolution and recovery
planning. See “Capital Management and Regulatory
Capital — Capital Management” for further information
about these scenario analyses. These scenarios cover short-
and long-term time horizons using various macroeconomic
and firm-specific assumptions, based on a range of
economic scenarios. We use these analyses to assist us in
developing our longer-term balance sheet management
strategy, including the level and composition of assets,
funding and capital. Additionally, these analyses help us
develop approaches for maintaining appropriate funding,
liquidity and capital across a variety of situations, including
a severely stressed environment.

Goldman Sachs 2021 Form 10-K

79

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Balance Sheet Analysis and Metrics
As of December 2021, total assets in our consolidated
balance
sheets were $1.46 trillion, an increase of
$300.96 billion from December 2020, primarily reflecting
increases in collateralized agreements of $134.25 billion
(primarily reflecting the impact of our and our clients’
activities), cash and cash equivalents of $105.19 billion
(primarily reflecting our activity), loans of $42.45 billion
(reflecting increases across the portfolio), and customer and
other receivables of $39.34 billion (primarily reflecting
client activity).

reflecting

As of December 2021, total liabilities in our consolidated
sheets were $1.35 trillion, an increase of
balance
$286.97 billion from December 2020, primarily reflecting
increases in deposits of $104.27 billion (reflecting increases
across
customer and other payables of
channels),
activity),
$61.27 billion (primarily
collateralized financings of $56.99 billion (primarily
reflecting the impact of our and our clients’ activities),
unsecured borrowings of $34.70 billion (primarily driven
by new issuances partially offset by maturities), and trading
liabilities of $27.70 billion (primarily reflecting the impact
of our and our clients’ activities in government obligations,
and corporate and other debt obligations, partially offset by
the impact of interest rates, currency and commodity price
movements on derivative instruments).

client

respective

Our total securities sold under agreements to repurchase
(repurchase agreements), accounted for as collateralized
financings, were $165.88 billion as of December 2021 and
$126.57 billion as of December 2020, which were 3% higher
as of December 2021 and 24% higher as of December 2020
than the average daily amount of repurchase agreements over
of
the
December 2021 and 31% higher as of December 2020 than
the average daily amount of repurchase agreements over the
respective years. As of December 2021, the increase in our
repurchase agreements relative to the average daily amount
of repurchase agreements during the quarter and year
resulted from higher levels of our and our clients’ activities at
the end of the period.

14% higher

quarters,

and

as

The level of our repurchase agreements fluctuates between
and within periods, primarily due to providing clients with
access
certain
government and agency obligations, through collateralized
financing activities.

to highly liquid collateral,

such as

The table below presents information about our balance
sheet and leverage ratios.

$ in millions

Total assets
Unsecured long-term borrowings
Total shareholders’ equity
Leverage ratio
Debt-to-equity ratio

80

Goldman Sachs 2021 Form 10-K

As of December

2021

2020

$1,463,988
$ 254,092
$ 109,926
13.3x
2.3x

$1,163,028
$ 213,481
95,932
$
12.1x
2.2x

In the table above:
‰ The leverage ratio equals total assets divided by total
shareholders’ equity and measures the proportion of
equity and debt we use to finance assets. This ratio is
different from the leverage ratios included in Note 20 to
the consolidated financial statements.

‰ The debt-to-equity ratio equals unsecured long-term

borrowings divided by total shareholders’ equity.

table below presents

The
information about our
shareholders’ equity and book value per common share,
including the reconciliation of common shareholders’
equity to tangible common shareholders’ equity.

As of December

$ in millions, except per share amounts

2021

2020

Total shareholders’ equity
Preferred stock
Common shareholders’ equity
Goodwill
Identifiable intangible assets
Tangible common shareholders’ equity

$109,926
(10,703)
99,223
(4,285)
(418)
$ 94,520

$ 95,932
(11,203)
84,729
(4,332)
(630)
$ 79,767

Book value per common share
Tangible book value per common share

$ 284.39
$ 270.91

$ 236.15
$ 222.32

In the table above:
‰ Tangible common shareholders’ equity is calculated as
total shareholders’ equity less preferred stock, goodwill
and identifiable intangible assets. We believe that tangible
common shareholders’ equity is meaningful because it is a
measure that we and investors use to assess capital
adequacy. Tangible common shareholders’ equity is a
non-GAAP measure and may not be comparable to
similar non-GAAP measures used by other companies.
‰ Book value per common share and tangible book value
per common share are based on common shares
outstanding and restricted stock units granted to
employees with no future service requirements and not
subject to performance or market conditions (collectively,
basic shares) of 348.9 million as of December 2021 and
358.8 million as of December 2020. We believe that
tangible book value per common share (tangible common
shareholders’
is
meaningful because it is a measure that we and investors
use to assess capital adequacy. Tangible book value per
common share is a non-GAAP measure and may not be
comparable to similar non-GAAP measures used by other
companies.

equity divided by basic

shares)

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Funding Sources
Our primary sources of funding are deposits, collateralized
financings, unsecured short- and long-term borrowings,
and shareholders’ equity. We seek to maintain broad and
diversified funding sources globally across products,
programs, markets, currencies and creditors to avoid
funding concentrations.

The table below presents information about our funding sources.

$ in millions
Deposits
Collateralized financings
Unsecured short-term borrowings
Unsecured long-term borrowings
Total shareholders’ equity
Total

As of December

2020

2021
$ 364,227
230,932
46,955
254,092
109,926

33%
22%
6%
27%
12%
$1,006,132 100% $796,192 100%

36% $259,962
23% 173,947
52,870
25% 213,481
95,932
11%

5%

internal guidelines

information about our deposits,

Our funding is primarily raised in U.S. dollar, Euro, British pound
and Japanese yen. We generally distribute our funding products
through our own sales force and third-party distributors to a
large, diverse creditor base in a variety of markets in the Americas,
Europe and Asia. We believe that our relationships with our
creditors are critical to our liquidity. Our creditors include banks,
governments, securities lenders, corporations, pension funds,
insurance companies, mutual funds and individuals. We have
imposed various
to monitor creditor
concentration across our funding programs.
Deposits. Our deposits provide us with a diversified source
of funding and reduce our reliance on wholesale funding.
We raise deposits, including savings, demand and time
deposits, from private bank clients, consumers, transaction
banking clients, other institutional clients, and through
internal and third-party broker-dealers. Substantially all of
our deposits are raised through GS Bank USA and GSIB.
See Note 13 to the consolidated financial statements for
further
including a
maturity profile of our time deposits.
Secured Funding. We fund a significant amount of inventory
and a portion of investments on a secured basis. Secured funding
includes collateralized financings in the consolidated balance
sheets. See Note 11 to the consolidated financial statements for
further
information about our collateralized financings,
including its maturity profile. We may also pledge our inventory
and investments as collateral for securities borrowed under a
securities lending agreement. We also use our own inventory and
investments to cover transactions in which we or our clients have
sold securities that have not yet been purchased. Secured funding
is less sensitive to changes in our credit quality than unsecured
funding, due to our posting of collateral to our lenders.
Nonetheless, we analyze the refinancing risk of our secured
funding activities, taking into account trade tenors, maturity
profiles, counterparty concentrations, collateral eligibility and
counterparty rollover probabilities. We seek to mitigate our
refinancing risk by executing term trades with staggered
maturities, diversifying counterparties, raising excess secured
funding and pre-funding residual risk through our GCLA.

We seek to raise secured funding with a term appropriate
for the liquidity of the assets that are being financed, and we
seek longer maturities for secured funding collateralized by
asset classes that may be harder to fund on a secured basis,
especially during times of market stress. Our secured
funding,
excluding funding collateralized by liquid
government and agency obligations, is primarily executed
for tenors of one month or greater and is primarily executed
through term repurchase agreements and securities loaned
contracts.

Assets that may be harder to fund on a secured basis during
times of market stress include certain financial instruments
in the following categories: mortgage and other asset-
backed
non-investment-grade
securities,
corporate debt securities, equity securities and emerging
market securities.

loans

and

financing

also raise

through other

We
types of
collateralized financings, such as secured loans and notes.
GS Bank USA has access to funding from the Federal Home
Loan Bank. Our outstanding borrowings against
the
Federal Home Loan Bank were $100 million as of
December 2021 and we had no outstanding borrowings as
of December 2020. Additionally, we have access to funding
through the Federal Reserve discount window. However,
we do not rely on this funding in our liquidity planning and
stress testing.

Unsecured Short-Term Borrowings. A significant
portion of our unsecured short-term borrowings was
originally long-term debt that is scheduled to mature within
one year of the reporting date. We use unsecured short-term
borrowings, including U.S. and non-U.S. hybrid financial
instruments and commercial paper, to finance liquid assets
and for other cash management purposes. In accordance
with regulatory requirements, Group Inc. does not issue
debt with an original maturity of less than one year, other
than to its subsidiaries. See Note 14 to the consolidated
financial statements for further information about our
unsecured short-term borrowings.

Goldman Sachs 2021 Form 10-K

81

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Unsecured Long-Term Borrowings. Unsecured long-
term borrowings, including structured notes, are raised
through syndicated U.S. registered offerings, U.S. registered
and Rule 144A medium-term note programs, offshore
medium-term note offerings and other debt offerings. We
issue in different
tenors, currencies and products to
maximize the diversification of our investor base.

The table below presents our quarterly unsecured long-term
borrowings maturity profile.

$ in millions

As of December 2021
2023
2024
2025
2026
2027 - thereafter
Total

First
Quarter

Second
Quarter

Third
Quarter

Fourth
Quarter

Total

$15,373
$ 8,622
$ 6,855
$ 6,174

$7,271
$8,948
$9,732
$3,773

$8,939 $11,628 $ 43,211
33,736
$8,869 $ 7,297
28,803
$5,671 $ 6,545
22,157
$3,485 $ 8,725
126,185
$254,092

The weighted average maturity of our unsecured long-term
borrowings as of December 2021 was approximately seven
years. To mitigate refinancing risk, we seek to limit the
principal amount of debt maturing over the course of any
monthly, quarterly or annual time horizon. We enter into
interest rate swaps to convert a portion of our unsecured
long-term borrowings into floating-rate obligations to
manage our exposure to interest rates. See Note 14 to the
consolidated financial statements for further information
about our unsecured long-term borrowings. We issued
approximately $60 billion of benchmark debt during 2021
to support the growth in our total assets amid client demand
and attractive return opportunities. We intend to issue
significantly less benchmark debt in 2022 compared to our
benchmark debt issuance in 2021, though actual issuances
may differ due to business needs and market opportunities.

Shareholders’ Equity. Shareholders’ equity is a stable and
perpetual
funding. See Note 19 to the
consolidated financial statements for further information
about our shareholders’ equity.

source of

Capital Management and Regulatory Capital

Capital adequacy is of critical importance to us. We have in
place a comprehensive capital management policy that provides
a framework, defines objectives and establishes guidelines to
assist us in maintaining the appropriate level and composition of
capital in both business-as-usual and stressed conditions.

Capital Management
We determine the appropriate amount and composition of our
capital by considering multiple factors, including our current
and future regulatory capital requirements, the results of our
capital planning and stress testing process, the results of
resolution capital models and other factors, such as rating
the
subsidiary capital
agency guidelines,
business environment and conditions in the financial markets.

requirements,

82

Goldman Sachs 2021 Form 10-K

We manage our capital requirements and the levels of our
capital usage principally by setting limits on the balance
sheet and/or limits on risk, in each case at both the firmwide
and business levels.

We principally manage the level and composition of our
capital through issuances and repurchases of our common
stock.

We may issue, redeem or repurchase our preferred stock,
junior subordinated debt
issued to trusts and other
subordinated debt or other forms of capital as business
conditions warrant. Prior
to such redemptions or
repurchases, we must receive approval from the FRB. See
Notes 14 and 19 to the consolidated financial statements
for further information about our preferred stock, junior
subordinated debt issued to trusts and other subordinated
debt.

Capital Planning and Stress Testing Process. As part of
capital planning, we project sources and uses of capital
given a range of business environments, including stressed
conditions. Our stress testing process is designed to identify
and measure material risks associated with our business
activities, including market risk, credit risk, operational risk
and liquidity risk, as well as our ability to generate
revenues.

Our capital planning process incorporates an internal
capital adequacy assessment with the objective of ensuring
that we are appropriately capitalized relative to the risks in
our businesses. We incorporate stress scenarios into our
capital planning process with a goal of holding sufficient
capital to ensure we remain adequately capitalized after
experiencing a severe stress event. Our assessment of capital
adequacy is viewed in tandem with our assessment of
liquidity adequacy and is integrated into our overall risk
management structure, governance and policy framework.

Our stress tests incorporate our internally designed stress
scenarios,
including our internally developed severely
adverse scenario, and those required by the FRB, and are
designed to capture our specific vulnerabilities and risks.
We provide further information about our stress test
processes and a summary of the results on our website as
described in “Business — Available Information” in Part I,
Item 1 of this Form 10-K.

As required by the FRB’s CCAR rules, we submit an annual
capital plan for review by the FRB. The purpose of the
FRB’s review is to ensure that we have a robust, forward-
looking capital planning process that accounts for our
unique risks and that permits continued operation during
times of economic and financial stress.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

for making capital planning decisions.

The FRB evaluates us based, in part, on whether we have
the capital necessary to continue operating under the
baseline and severely adverse scenarios provided by the
FRB and those developed internally. This evaluation also
takes into account our process for identifying risk, our
controls and governance for capital planning, and our
guidelines
In
addition, the FRB evaluates our plan to make capital
distributions (i.e., dividend payments and repurchases or
redemptions of stock, subordinated debt or other capital
securities) and issue
range of
macroeconomic scenarios and firm-specific assumptions.
The FRB determines the SCB applicable to us based on its
own annual stress test. The SCB under the Standardized
approach is calculated as (i) the difference between our
starting and minimum projected CET1 capital ratios under
the supervisory severely adverse scenario and (ii) our
planned common stock dividends for each of the fourth
through seventh quarters of
the planning horizon,
expressed as a percentage of risk-weighted assets (RWAs).

capital, across

the

We submitted our 2021 CCAR capital plan in April 2021
and published a summary of our annual DFAST results in
June 2021. See “Business — Available Information” in
Part I, Item 1 of this Form 10-K. Based on our 2021 CCAR
submission, the FRB reduced our SCB from 6.6% to 6.4%,
resulting in a Standardized CET1 capital ratio requirement
of 13.4% for the period from October 1, 2021 through
September 30, 2022. See “Share Repurchase Program” for
further information about common stock repurchases and
dividends.

GS Bank USA has its own capital planning process and,
starting in 2022, will be required to submit its annual stress
test results to the FRB. GSI, GSIB and Goldman Sachs Bank
Europe SE (GSBE) also have their own capital planning and
stress
testing processes, which incorporate internally
designed stress tests developed in accordance with the
guidelines of their respective regulators.

Contingency Capital Plan. As part of our comprehensive
capital management policy, we maintain a contingency
capital plan. Our contingency capital plan provides a
framework for analyzing and responding to a perceived or
actual capital deficiency,
including, but not limited to,
identification of drivers of a capital deficiency, as well as
mitigants and potential actions. It outlines the appropriate
communication procedures to follow during a crisis period,
including internal dissemination of information, as well as
timely communication with external stakeholders.

Capital Attribution. We assess each of our businesses’
capital usage based on our internal assessment of risks,
which incorporates an attribution of our
relevant
regulatory capital requirements. These regulatory capital
requirements are allocated using our attributed equity
framework, which takes into consideration our most
binding capital constraints. Our most binding capital
constraint is based on the results of the FRB’s annual stress
test, which includes the Standardized risk-based capital and
leverage ratios.

in our balance

We review and make any necessary adjustments to our
attributed equity in January each year, to reflect, among
other things, the results of our latest CCAR process, as well
as projected changes
sheet. On
January 1, 2021, our allocation of attributed equity
changed (relative to the allocation as of December 2020) as
follows: attributed equity increased by approximately
$3.7 billion for Asset Management and approximately
$0.7 billion for Consumer & Wealth Management, while
attributed equity decreased by approximately $2.3 billion
for Global Markets and approximately $2.1 billion for
Investment Banking. On January 1, 2022, our allocation of
attributed equity changed (relative to the allocation as of
December 2021) as follows: attributed equity increased by
approximately $1.0 billion for Consumer & Wealth
Management
for
approximately
Investment Banking, while attributed equity decreased by
approximately $0.8 billion for Global Markets and
approximately $0.7 billion for Asset Management. See
“Segment Assets and Operating Results — Segment
Operating Results” for information about our average
quarterly attributed equity by segment.

billion

$0.5

and

Share Repurchase Program. We use our
share
repurchase program to help maintain the appropriate level
of common equity. The repurchase program is effected
primarily through regular open-market purchases (which
may include repurchase plans designed to comply with
Rule 10b5-1 and accelerated share repurchases),
the
amounts and timing of which are determined primarily by
our current and projected capital position and our capital
plan submitted to the FRB as part of CCAR. The amounts
and timing of the repurchases may also be influenced by
general market conditions and the prevailing price and
trading volumes of our common stock.

Goldman Sachs 2021 Form 10-K

83

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

In the third quarter of 2021, the Board of Directors of
Group Inc. (Board) approved an increase in our common
stock dividend from $1.25 to $2.00 per share. During the
fourth quarter of 2021, we returned a total of $1.20 billion
to shareholders, including common stock repurchases of
$500 million and approximately $700 million in common
stock dividends. We currently expect our common stock
repurchases in the first quarter of 2022 to be at or around
the levels of common stock repurchases in the fourth
quarter of 2021. Consistent with our capital management
philosophy, we will continue prioritizing deployment of
capital for our clients where returns are attractive and
return any excess capital to shareholders through dividends
and share repurchases.

As of December 2021, the remaining share authorization
under our existing repurchase program was 34.4 million
shares. See “Market for Registrant’s Common Equity,
Related Stockholder Matters and Issuer Purchases of Equity
Securities” in Part II, Item 5 of this Form 10-K and Note 19
to the consolidated financial
further
information about our share repurchase program, and see
above for information about our capital planning and stress
testing process.

statements

for

Resolution Capital Models.
In connection with our
resolution planning efforts, we have
established a
Resolution Capital Adequacy and Positioning framework,
which is designed to ensure that our major subsidiaries (GS
Bank USA, Goldman Sachs & Co. LLC (GS&Co.), GSI,
GSIB, GSBE, Goldman Sachs Japan Co., Ltd. (GSJCL),
Goldman Sachs Asset Management, L.P. and Goldman
Sachs Asset Management International) have access to
sufficient loss-absorbing capacity (in the form of equity,
subordinated debt and unsecured senior debt) so that they
are able to wind-down following a Group Inc. bankruptcy
filing in accordance with our preferred resolution strategy.

In addition, we have established a triggers and alerts
framework, which is designed to provide the Board with
information needed to make an informed decision on
whether and when to commence bankruptcy proceedings
for Group Inc.

Rating Agency Guidelines
The credit rating agencies assign credit ratings to the
obligations of Group Inc., which directly issues or
guarantees substantially all of our senior unsecured debt
obligations. GS&Co. and GSI have been assigned long- and
short-term issuer ratings by certain credit rating agencies.
GS Bank USA, GSIB and GSBE have also been assigned
long- and short-term issuer ratings, as well as ratings on
their long- and short-term bank deposits. In addition, credit
rating agencies have assigned ratings to debt obligations of
certain other subsidiaries of Group Inc.

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for

The level and composition of our capital are among the
many factors considered in determining our credit ratings.
Each agency has its own definition of eligible capital and
methodology
and
assessments are generally based on a combination of factors
rather than a single calculation. See “Risk Management —
Liquidity Risk Management — Credit Ratings” for further
information about credit ratings of Group Inc., GS Bank
USA, GSIB, GSBE, GS&Co. and GSI.

evaluating

adequacy,

capital

subject

Consolidated Regulatory Capital
We are
to consolidated regulatory capital
requirements which are calculated in accordance with the
regulations of the FRB (Capital Framework). Under the
Capital Framework, we are an “Advanced approach”
banking organization and have been designated as a global
systemically important bank (G-SIB).

the

capital

the SCB (under

The capital requirements calculated under the Capital
Framework include
conservation buffer
requirements, which are comprised of a 2.5% buffer (under
the
the Advanced Capital Rules),
Standardized Capital Rules), a countercyclical capital
buffer (under both Capital Rules) and the G-SIB surcharge
(under both Capital Rules). Our G-SIB surcharge is 2.5%
for 2021 and 2022 and 3.0% for 2023. Based on financial
data for 2021, we are above the threshold for the 3.5%
G-SIB surcharge. The earliest this surcharge could be
effective is January 2024. The G-SIB surcharge and
countercyclical capital buffer in the future may differ due to
additional guidance from our regulators and/or positional
changes, and our SCB is likely to change from year to year
based on the results of the annual supervisory stress tests.
Our target is to maintain capital ratios equal to the
regulatory requirements plus a buffer of 50 to 100 basis
points.

See Note 20 to the consolidated financial statements for
further information about our risk-based capital ratios and
leverage ratios, and the Capital Framework.

Total Loss-Absorbing Capacity (TLAC)
We are also subject to the FRB’s TLAC and related
requirements. Failure to comply with the TLAC and related
requirements would result in restrictions being imposed by
the FRB and could limit our ability to repurchase shares,
pay
discretionary
dividends
compensation payments.

and make

certain

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents TLAC and external long-term
debt requirements.

TLAC to RWAs
TLAC to leverage exposure
External long-term debt to RWAs
External long-term debt to leverage exposure

As of December

2021

21.5%
9.5%
8.5%
4.5%

2020

22.0%
9.5%
8.5%
4.5%

included (i)

In the table above:
‰ As of both December 2021 and December 2020, the
TLAC to RWAs requirement
the 18%
minimum, (ii) the 2.5% buffer, (iii) the countercyclical
capital buffer, which the FRB has set to zero percent and
(iv) the G-SIB surcharge (Method 1). The G-SIB surcharge
(Method 1) was 1.0% as of December 2021 and 1.5% as
of December 2020.
‰ The TLAC to

requirement
includes (i) the 7.5% minimum and (ii) the 2.0% leverage
exposure buffer.

exposure

leverage

‰ The external

long-term debt

to RWAs requirement
includes (i) the 6% minimum and (ii) the 2.5% G-SIB
surcharge (Method 2).

‰ The external long-term debt to total leverage exposure is

the 4.5% minimum.

The table below presents information about our TLAC and
external long-term debt ratios.

$ in millions

TLAC
External long-term debt
RWAs
Leverage exposure

For the Three Months
Ended or as of December

2021

2020

$ 297,765 $ 242,730
$ 174,500 $ 139,200
$ 676,863 $ 609,750
$1,910,521 $1,332,937

TLAC to RWAs
TLAC to leverage exposure
External long-term debt to RWAs
External long-term debt to leverage exposure

44.0%
15.6%
25.8%
9.1%

39.8%
18.2%
22.8%
10.4%

In the table above:
‰ TLAC includes common and preferred stock, and eligible
long-term debt issued by Group Inc. Eligible long-term
debt represents unsecured debt, which has a remaining
maturity of at least one year and satisfies additional
requirements.

‰ External long-term debt consists of eligible long-term
debt subject to a haircut if it is due to be paid between one
and two years.

‰ RWAs

RWAs

Standardized

represent
2021

and Advanced RWAs

of
December
of
December 2020. In accordance with the TLAC rules, the
higher of Advanced or Standardized RWAs are used in
the calculation of TLAC and external long-term debt
ratios and applicable requirements.

as
as

‰ Leverage exposure consists of average adjusted total
assets and certain off-balance sheet exposures. Leverage
exposure for the three months ended December 2020
excluded average holdings of U.S. Treasury securities and
average deposits at the Federal Reserve as permitted by
the FRB under a temporary amendment. This temporary
amendment had the effect of increasing the TLAC to
leverage exposure ratio and the external long-term debt to
leverage ratio. The impact of this temporary amendment
was an increase to the TLAC to leverage exposure ratio of
2.4 percentage points and the external long-term debt to
leverage exposure ratio of 1.3 percentage points for the
three months ended December 2020. The amendment
permitting this exclusion expired on April 1, 2021.

See “Business — Regulation” in Part I, Item 1 of this
Form 10-K for further information about TLAC.

Subsidiary Capital Requirements
Many of our subsidiaries, including our bank and broker-
dealer subsidiaries, are subject to separate regulation and
capital requirements of the jurisdictions in which they
operate.

Bank Subsidiaries. GS Bank USA is our primary U.S.
banking subsidiary and GSIB and GSBE are our primary
non-U.S. banking subsidiaries. These entities are subject to
regulatory capital requirements. See Note 20 to the
consolidated financial statements for further information
about the regulatory capital requirements of our bank
subsidiaries.

U.S. Regulated Broker-Dealer Subsidiaries. GS&Co. is
our primary U.S. regulated broker-dealer subsidiary and is
subject to regulatory capital requirements, including those
imposed by the SEC and the Financial Industry Regulatory
Authority, Inc. In addition, GS&Co. is a registered futures
commission merchant and a registered swap dealer with the
CFTC, and therefore is subject
to regulatory capital
the Chicago
imposed by the CFTC,
requirements
Mercantile Exchange and the National Futures Association.
Beginning in the fourth quarter of 2021, GS&Co. also
became a registered security-based swap dealer with the
SEC, and therefore became subject to capital requirements
for security-based swap dealers which became effective in
October 2021. Rule 15c3-1 of the SEC and Rules 1.17 and
Part 23 Subpart E of the CFTC specify uniform minimum
net capital requirements, as defined, for their registrants,
and also effectively require that a significant part of the
registrants’ assets be kept in relatively liquid form. GS&Co.
has elected to calculate its minimum capital requirements in
“Alternative Net Capital
accordance with
Requirement” as permitted by Rule 15c3-1 of the SEC.

the

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85

In the table above, the risk-based capital ratios as of
December 2021 reflected GSI’s profits after foreseeable
charges for the three months ended December 2021 (which
will not be finalized until verification by GSI’s external
auditors and approval by GSI’s Board of Directors for
inclusion in risk-based capital). These profits contributed
approximately 16 basis points to the CET1 capital ratio.

is also subject

GSI
to the leverage ratio framework
established by the PRA. This framework sets the minimum
leverage ratio requirement at 3.25% that will apply to GSI
from January 1, 2023. GSI had a leverage ratio of 4.2% as
of December 2021 and 4.7% as of December 2020. The
leverage ratio as of December 2021 reflected GSI’s profits
after foreseeable charges for the three months ended
December 2021 (which will not be finalized until
verification by GSI’s external auditors and approval by
GSI’s Board of Directors for inclusion in risk-based capital).
These profits contributed approximately 7 basis points to
the leverage ratio.

GSI is a registered swap dealer with the CFTC and,
beginning in the fourth quarter of 2021, also became a
registered security-based swap dealer with the SEC. As of
December 2021, GSI was subject to and in compliance with
applicable capital requirements for swap dealers and
security-based swap dealers.

GSI is also subject to a minimum requirement for own
funds and eligible liabilities issued to affiliates. This
requirement is subject to a transitional period which began
to phase in from January 2019 and became fully effective
beginning in January 2022. As of both December 2021 and
December 2020, GSI was
in compliance with this
requirement.

subsidiaries

GSJCL, our Japanese broker-dealer, is regulated by Japan’s
Financial Services Agency. GSJCL and certain other
non-U.S.
to capital
requirements promulgated by authorities of the countries in
which they operate. As of both December 2021 and
December 2020, these subsidiaries were in compliance with
their local capital requirements.

also subject

are

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

GS&Co. had regulatory net capital, as defined by
Rule 15c3-1, of $22.18 billion as of December 2021 and
$22.38 billion as of December 2020, which exceeded the
amount required by $17.74 billion as of December 2021
and $18.45 billion as of December 2020. In addition to its
alternative minimum net capital requirements, GS&Co. is
also required to hold tentative net capital in excess of
$5 billion and net capital
in excess of $1 billion in
accordance with Rule 15c3-1. GS&Co. is also required to
notify the SEC in the event that its tentative net capital is
less than $6 billion. As of both December 2021 and
December 2020, GS&Co. had tentative net capital and net
capital in excess of both the minimum and the notification
requirements.

Non-U.S. Regulated Broker-Dealer Subsidiaries. Our
principal non-U.S. regulated broker-dealer subsidiaries
include GSI and GSJCL.

GSI, our U.K. broker-dealer, is regulated by the Prudential
Regulation Authority (PRA) and the Financial Conduct
to the U.K. capital
is subject
Authority (FCA). GSI
framework, which is predominantly aligned with the E.U.
capital framework prescribed in the amended E.U. Capital
Requirements Directive (CRD) and the E.U. Capital
Requirements Regulation (CRR). These capital regulations
are largely based on the Basel Committee on Banking
Supervision’s (Basel Committee) capital framework for
strengthening international capital standards (Basel III).

table below presents GSI’s

The
requirements.

risk-based capital

Risk-based capital requirements
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December

2021

2020

8.1%
9.9%
12.4%

8.1%
10.0%
12.5%

In the table above, the risk-based capital requirements
incorporate capital guidance received from the PRA and
could change in the future.

The table below presents information about GSI’s risk-
based capital ratios.

$ in millions

As of December

2021

2020

Risk-based capital and risk-weighted assets
CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

$ 28,810
$ 37,110
$
5,377
$ 42,487
$269,762

$ 26,962
$ 35,262
$
5,377
$ 40,639
$252,355

Risk-based capital ratios
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

10.7%
13.8%
15.7%

10.7%
14.0%
16.1%

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I N C . A N D S U B S I D I A R I E S

Regulatory and Other Matters

Regulatory Matters
Our businesses are subject to extensive regulation and
supervision worldwide. Regulations have been adopted or
are being considered by regulators and policy makers
worldwide. Given that many of the new and proposed rules
are highly complex, the full impact of regulatory reform
will not be known until the rules are implemented and
market practices develop under the final regulations.

See “Business — Regulation” in Part I, Item 1 of this
Form 10-K for further information about the laws, rules
and regulations and proposed laws, rules and regulations
that apply to us and our operations.

Other Matters
Replacement of
Interbank Offered Rates (IBORs),
including LIBOR. On January 1, 2022, the publication of
all EUR, CHF, JPY and GBP LIBOR (non-USD LIBOR)
settings along with certain USD LIBOR settings ceased. The
publication of the most commonly used USD LIBOR
settings will cease after June 2023. The FCA has allowed
the publication and use of synthetic rates for certain GBP
and JPY LIBOR settings in legacy GBP or JPY LIBOR-
based derivative contracts through December 2022. The
strongly
U.S.
encourages banking organizations to cease using USD
LIBOR.

guidance

agencies’

banking

federal

ISDA confirmed that

The International Swaps and Derivatives Association
(ISDA) 2020 IBOR Fallbacks Protocol (IBOR Protocol) has
provided derivatives market participants with amended
fallbacks for legacy and new derivative contracts to
mitigate legal or economic uncertainty. Both counterparties
have to adhere to the IBOR Protocol or engage in bilateral
amendments for the terms to be effective for derivative
contracts.
formal
announcement in March 2021 fixed the spread adjustment
for all LIBOR rates and that fallbacks will automatically
occur for outstanding derivative contracts that incorporate
the relevant terms. In April 2021, the State of New York
approved legislation intended to minimize legal and
economic uncertainty for contracts that are governed by
New York law and have no fallback provisions or have
fallback provisions that are based on USD LIBOR by
providing a statutory framework to replace USD LIBOR
with a benchmark rate based on the Secured Overnight
Financing Rate (SOFR).

the FCA’s

We have facilitated an orderly transition from non-USD
LIBORs to alternative risk-free reference rates for us and
our clients and continue to make progress on our transition
program as it relates to USD LIBOR.

As

with

derivative

contracts.

Our non-USD LIBOR risk exposure was substantially all in
connection
of
December 2021, substantially all of our non-USD LIBOR-
based derivative contracts were with central clearing
counterparties or exchanges which had incorporated
fallbacks consistent with the IBOR Protocol
in their
rulebooks or were under bilateral agreements subject to the
IBOR Protocol. The remainder were converted to synthetic
rates as permitted by the FCA. The notional amount of
derivatives converted to synthetic rates was not material.

derivative

risk exposure to USD LIBOR is primarily in
Our
connection with our derivative contracts and to a lesser
extent our unsecured debt, preferred stock and loan
portfolio. As of December 2021, the notional amount of
contracts was
our USD LIBOR-based
approximately $10.0 trillion, of which approximately
$5.5 trillion will mature after June 2023 based on their
contractual terms. A majority of such derivative contracts
are with counterparties under bilateral agreements subject
to the
clearing
IBOR Protocol, or with central
counterparties or exchanges which have incorporated
fallbacks consistent with the IBOR Protocol
in their
rulebooks and have announced that they plan to convert
USD LIBOR contracts to alternative risk-free reference
rates. Our benchmark unsecured debt and preferred stock
with USD LIBOR exposure was
approximately
$34.5 billion as of December 2021, of which $29.4 billion
will contractually mature after June 2023 or is perpetual
and has no stated maturity date. A large portion of such
debt and preferred stock represents our fixed-to-floating
rate instruments, currently in the fixed-rate period, with
call options before the LIBOR exposure begins. We
continue to monitor industry and legislative developments
as they relate to unsecured debt and preferred stock and
will take actions designed to facilitate an orderly transition.
In addition, we are also engaging with our clients in order
to remediate our
through bilateral
loan agreements
amendments.

We have also issued debt and deposits linked to SOFR and
Sterling Overnight Index Average (SONIA) and executed
SOFR- and SONIA-based derivative contracts to make
markets and facilitate client activities. When appropriate,
we continue to execute transactions in the market to reduce
our USD LIBOR exposures arising from hedges to our
fixed-rate debt issuances and replace them with alternative
risk-free reference rate exposures.

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Management’s Discussion and Analysis

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Our LIBOR transition program continues to make progress
with a focus on:
‰ Evaluating and monitoring the impacts of USD LIBOR
settings across our businesses, including transactions and
products;

‰ Ensuring that legacy financial instruments and contracts
that continue to be impacted by the transition already
contain appropriate fallback language or are being
amended, either through bilateral negotiation or using
industry-wide tools, such as protocols;

‰ Enhancements to infrastructure (for example, models and
systems) to prepare for a smooth transition from USD
LIBOR to alternative risk-free reference rates;

‰ Ensuring operational readiness to offer and support

various alternative risk-free reference rate products;

‰ Active participation in central bank and sector working
groups, including responding to industry consultations;
and

‰ Client education and communication.

Impact of COVID-19 Pandemic. Infection rates in many
parts of the world spiked toward the end of 2021 and into
early 2022, as the highly transmissible Omicron variant
emerged in the fourth quarter and spread rapidly, while the
Delta variant also remained a concern. The surge of
infections has led to a renewed emphasis globally on safety
measures and restrictions, as well as a greater sense of
urgency regarding the distribution of vaccines and vaccine
boosters, and has created a greater degree of uncertainty
regarding the prospects for economic growth in 2022.

We have continued to successfully execute on our BCP
strategy since initially activating it in the first quarter of
2020 in response to the emergence of the COVID-19
pandemic. Our priority has been to safeguard our
employees and to seek to ensure continuity of business
operations on behalf of our clients. Our business continuity
response to the COVID-19 pandemic is managed by a
central team, which is led by our chief administrative officer
and chief medical officer, and includes senior management
within Risk and the chief operating officers across all
regions and businesses. We remain focused on ensuring that
our employees are able to safely work from our offices,
where circumstances permit. During 2021, we made
substantial progress in facilitating the safe return of
employees to our offices and employees in a number of our
locations around the world returned to the office to varying
degrees. Given that the situation regarding COVID-19 is
fluid and varies
approach to
transitioning back to the office is flexible and evolves as the
specific conditions and requirements of each location
change. For instance, in light of the rapid spread of the
Omicron variant late in 2021, we took the step of having
the vast majority of employees in the U.S., the U.K. and in
some of our other locations work remotely at the outset of
2022.

geographically, our

systems and infrastructure have been robust
Our
throughout
the COVID-19 pandemic, enabling us to
conduct our activities without disruption. Communication
throughout our organization has remained active during
the pandemic and our risk management processes have
continued to operate in a rigorous and disciplined manner.

We maintained high liquidity levels during 2021, as our
GCLA averaged $335 billion for the year. We have
continued to access our traditional funding sources in the
normal course and service our debt and other obligations
on a timely basis. See “Balance Sheet and Funding Sources”
and “Risk Management — Liquidity Risk Management”
for further information.

regarding

estimates,

particularly

those made

Accounting
in
connection with determining the allowance for credit losses
and the fair value of certain level 3 assets, are sensitive to
assumptions
conditions.
future
Predicting the trajectory of the economic recovery is highly
judgmental given the uncertainty as to how the pandemic
will evolve, as it will largely depend on the duration of the
Omicron wave, the possible emergence of other variants
and further progress in the distribution of vaccines and
vaccine boosters.

economic

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I N C . A N D S U B S I D I A R I E S

the market backdrop continued to be
In general,
constructive during 2021 and activity levels remained solid.
Volatility increased toward the end of the year as a result of
the spike in infections, while accelerating inflation, driven
by supply chain disruptions and labor shortages, and more
moderated growth expectations, were key macroeconomic
considerations heading into 2022. We continued to deploy
our balance sheet to intermediate risk and to support the
needs of clients. We have maintained our proactive
approach to managing market risk levels, which entails
ongoing review and monitoring of exposures and focusing
on ways to mitigate risk. As the economic recovery
progressed in 2021, credit risk continued to abate from the
low point of the pandemic. However, we continue to
closely monitor those industries that have been most
severely challenged by the pandemic.

While the global economy continued on the path to
recovery during 2021, it is vulnerable to the risk that the
Omicron variant, or other possible variants, could impede
the recovery going forward by precipitating adverse
economic consequences, such as a softening in consumer
and business confidence and spending, a worsening of
supply chain constraints, and an intensification of
inflationary pressures. If the future effects of the pandemic
were to lead to a sustained period of economic weakness,
our businesses would be negatively impacted. This would
have a negative impact on factors that are important to our
operating performance, such as the level of client activity,
creditworthiness of counterparties and borrowers, and the
amount of our AUS. We will continue to closely monitor
the rollout of vaccines across regions, as well as the impact
of new variants of the virus, and will take further actions, as
in order to best serve the interests of our
necessary,
employees,
further
and counterparties. For
information about the risks associated with the COVID-19
pandemic, see “Risk Factors” in Part I, Item 1A of this
Form 10-K.

clients

Off-Balance Sheet Arrangements

In the ordinary course of business, we enter into various
types of off-balance sheet arrangements. Our involvement
in these arrangements can take many different forms,
including:
‰ Purchasing or retaining residual and other interests in
special purpose entities, such as mortgage-backed and
other asset-backed securitization vehicles;

‰ Holding senior and subordinated debt, interests in limited
and general partnerships, and preferred and common
stock in other nonconsolidated vehicles;

‰ Entering into interest rate, foreign currency, equity,
commodity and credit derivatives, including total return
swaps; and

‰ Providing guarantees,

indemnifications, commitments,

letters of credit and representations and warranties.

We enter into these arrangements for a variety of business
including securitizations. The securitization
purposes,
vehicles that purchase mortgages, corporate bonds and
other types of financial assets are critical to the functioning
including the
of several significant
securities
other
and
mortgage-backed
markets, since they offer investors access to specific cash
flows and risks created through the securitization process.

investor markets,

asset-backed

We also enter into these arrangements to underwrite client
securitization transactions; provide secondary market
liquidity; make
and
nonperforming debt, distressed loans, power-related assets,
equity securities, real estate and other assets; and provide
investors with credit-linked and asset-repackaged notes.

investments

performing

in

The table below presents where information about our
various off-balance sheet arrangements may be found in
this Form 10-K. In addition, see Note 3 to the consolidated
our
statements
financial
consolidation policies.

information

about

for

Off-Balance Sheet Arrangement

Disclosure in Form 10-K

and

interests

Variable
other
obligations, including contingent
obligations, arising from variable
interests
nonconsolidated
variable interest entities (VIEs)

in

See Note 17 to the consolidated
financial statements.

Guarantees, and lending and other
commitments

See Note 18 to the consolidated
financial statements.

Derivatives

See “Risk Management — Credit
Risk Management — Credit
Exposures — OTC Derivatives”
and Notes 4, 5, 7 and 18 to the
consolidated financial statements.

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T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Risk Management

Risks are inherent in our businesses and include liquidity,
market, credit, operational, model,
legal, compliance,
conduct, regulatory and reputational risks. Our risks
include the risks across our risk categories, regions or global
businesses, as well as those which have uncertain outcomes
and have the potential to materially impact our financial
results, our liquidity and our reputation. For further
information about our risk management processes, see
“Overview and Structure of Risk Management,” and for
information about our areas of risk, see “Liquidity Risk
Management,” “Market Risk Management,” “Credit Risk
Management,” “Operational Risk Management” and
“Model Risk Management” and “Risk Factors” in Part I,
Item 1A of this Form 10-K.

The Board receives regular briefings on firmwide risks,
including liquidity risk, market risk, credit risk, operational
risk and model risk, from our independent risk oversight
and control functions, including the chief risk officer, and
on compliance risk and conduct risk from Compliance, on
legal and regulatory enforcement matters from the chief
legal officer, and on other matters impacting our reputation
from the chair of our Firmwide Client and Business
Standards Committee and our Firmwide Reputational Risk
Committee. The chief risk officer reports to our chief
executive officer and to the Risk Committee of the Board.
As part of the review of the firmwide risk portfolio, the
chief risk officer regularly advises the Risk Committee of
the Board of relevant risk metrics and material exposures,
including risk limits and thresholds established in our risk
appetite statement.

The implementation of our risk governance structure and
core risk management processes are overseen by Enterprise
Risk, which reports to our chief risk officer, and is
responsible
risk
for
framework provides the Board, our risk
management
committees and senior management with a consistent and
integrated approach to managing our various risks in a
manner consistent with our risk appetite.

that our

enterprise

ensuring

Our
revenue-producing units, as well as Treasury,
Engineering, Human Capital Management, Operations,
and Corporate and Workplace Solutions, are considered
our first line of defense. They are accountable for the
outcomes of our risk-generating activities, as well as for
assessing and managing those risks within our risk appetite.

Our independent risk oversight and control functions are
second line of defense and provide
considered our
independent assessment, oversight and challenge of the
risks taken by our first line of defense, as well as lead and
participate in risk committees. Independent risk oversight
include Compliance, Conflicts
and control
Resolution, Controllers, Legal, Risk and Tax.

functions

Internal Audit is considered our third line of defense, and
our director of
Internal Audit reports to the Audit
Committee of the Board and administratively to our chief
executive officer. Internal Audit includes professionals with
a broad range of audit and industry experience, including
risk management expertise. Internal Audit is responsible for
independently assessing and validating the effectiveness of
key controls, including those within the risk management
framework, and providing timely reporting to the Audit
Committee of
senior management and
regulators.

the Board,

Overview and Structure of Risk Management

Overview
We believe that effective risk management is critical to our
success. Accordingly, we have established an enterprise risk
management framework that employs a comprehensive,
integrated approach to risk management, and is designed to
enable comprehensive risk management processes through
which we identify, assess, monitor and manage the risks we
assume in conducting our activities. Our risk management
structure
components:
around three
governance, processes and people.

is built

core

its Risk Committee, oversees our

Governance. Risk management governance starts with the
Board, which both directly and through its committees,
including
risk
management policies and practices implemented through
the enterprise risk management framework. The Board is
also responsible for the annual review and approval of our
risk appetite statement. The risk appetite statement
describes the levels and types of risk we are willing to accept
or to avoid, in order to achieve our objectives included in
our strategic business plan, while remaining in compliance
with regulatory requirements. The Board reviews our
strategic business plan and is ultimately responsible for
overseeing and providing direction about our strategy and
risk appetite.

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the
The three lines of defense structure promotes
accountability of
risk takers, provides a
line
framework for effective challenge by the second line and
empowers independent review from the third line.

first

Processes. We maintain various processes that are critical
components of our risk management framework, including
(i) risk identification and assessment, (ii) risk appetite, limit
and threshold setting, (iii) risk reporting and monitoring,
and (iv) risk decision-making.
‰ Risk Identification and Assessment. We believe that
the identification and assessment of our risks is a critical
step in providing our Board and senior management
transparency and insight into the range and materiality of
our risks. We have a comprehensive data collection
process, including firmwide policies and procedures that
require all employees to report and escalate risk events.
Our approach for risk identification and assessment is
comprehensive across all risk types,
is dynamic and
forward-looking to reflect and adapt to our changing risk
leverages subject
profile and business environment,
matter expertise, and allows for prioritization of our most
critical risks.

To effectively assess our risks, we maintain a daily
discipline of marking substantially all of our inventory to
current market levels. We carry our inventory at fair
value, with changes in valuation reflected immediately in
our risk management systems and in net revenues. We do
so because we believe this discipline is one of the most
effective tools for assessing and managing risk and that it
provides
into our
transparent and realistic insight
inventory exposures.

to

tail

risks,

highlight

potential

An important part of our risk management process is
firmwide stress testing. It allows us to quantify our
exposure
loss
concentrations, undertake risk/reward analysis, and
assess and mitigate our risk positions. Firmwide stress
tests are performed on a regular basis and are designed to
ensure a comprehensive analysis of our vulnerabilities
and idiosyncratic
and
nonfinancial risks, including, but not limited to, credit,
market,
and
compliance, strategic, systemic and emerging risks into a
single combined scenario. We also perform ad hoc stress
tests in anticipation of market events or conditions. Stress
tests are also used to assess capital adequacy as part of
our capital planning and stress testing process. See
“Capital Management and Regulatory Capital — Capital
Management” for further information.

operational

combining

financial

funding,

liquidity

risks

and

risk across

‰ Risk Appetite, Limit and Threshold Setting. We apply
a rigorous framework of limits and thresholds to control
and monitor
transactions, products,
businesses and markets. The Board, directly or indirectly
limits and
through its Risk Committee, approves
thresholds included in our risk appetite statement at
firmwide, business and product levels. In addition, the
Firmwide Enterprise Risk Committee is responsible for
approving our risk limits framework, subject to the
overall limits approved by the Risk Committee of the
Board, and monitoring these limits.

The Risk Governance Committee is responsible for
approving limits at firmwide, business and product levels.
Certain limits may be set at levels that will require
periodic adjustment, rather than at levels that reflect our
maximum risk appetite. This fosters an ongoing dialogue
about risk among our first and second lines of defense,
committees and senior management, as well as rapid
escalation of risk-related matters. Additionally, through
delegated
from the Risk Governance
Committee, Market Risk sets limits at certain product
and desk levels, and Credit Risk sets limits for individual
counterparties, counterparties and their subsidiaries,
industries and countries. Limits are reviewed regularly
and amended on a permanent or temporary basis to
reflect changing market conditions, business conditions
or risk tolerance.

authority

accurate

‰ Risk Reporting and Monitoring. Effective

risk
reporting and risk decision-making depends on our
ability to get the right information to the right people at
the right time. As such, we focus on the rigor and
effectiveness of our risk systems, with the objective of
ensuring that our risk management technology systems
provide us with complete,
and timely
information. Our risk reporting and monitoring processes
are designed to take into account information about both
existing and emerging risks, thereby enabling our risk
committees and senior management to perform their
responsibilities with the appropriate level of insight into
risk exposures. Furthermore, our limit and threshold
breach processes provide means for timely escalation. We
evaluate changes in our risk profile and our businesses,
including changes in business mix or jurisdictions in
which we operate, by monitoring risk factors at a
firmwide level.

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the

and

‰ Risk Decision-Making. Our governance
protocol

structure
provides
for
decision-making on risk management issues and ensures
implementation of those decisions. We make extensive
use of risk committees that meet regularly and serve as an
important means
to facilitate and foster ongoing
discussions to manage and mitigate risks.

responsibility

We maintain strong and proactive communication about
risk and we have a culture of collaboration in decision-
making among our first and second lines of defense,
committees and senior management. While our first line
of defense is responsible for management of their risk, we
dedicate extensive resources to our second line of defense
in order to ensure a strong oversight structure and an
appropriate segregation of duties. We regularly reinforce
our strong culture of escalation and accountability across
all functions.

People. Even the best technology serves only as a tool for
helping to make informed decisions in real time about the
risks we are taking. Ultimately, effective risk management
requires our people to interpret our risk data on an ongoing
and timely basis and adjust risk positions accordingly. The
experience of our professionals, and their understanding of
the nuances and limitations of each risk measure, guides us
in assessing exposures and maintaining them within
prudent levels.

We reinforce a culture of effective risk management,
in our training and
consistent with our risk appetite,
development programs, as well as in the way we evaluate
performance, and recognize and reward our people. Our
training and development programs,
including certain
sessions led by our most senior leaders, are focused on the
importance of risk management, client relationships and
reputational excellence. As part of our performance review
process, we assess reputational excellence, including how
exercises good risk management and
an employee
reputational judgment, and adheres to our code of conduct
and compliance policies. Our review and reward processes
are designed to communicate and reinforce to our
professionals the link between behavior and how people are
recognized, the need to focus on our clients and our
reputation, and the need to always act in accordance with
our highest standards.

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Structure
Ultimate oversight of risk is the responsibility of our Board.
The Board oversees risk both directly and through its
committees, including its Risk Committee. We have a series
of committees with specific risk management mandates that
have oversight or decision-making responsibilities for risk
management activities. Committee membership generally
consists of senior managers from both our first and second
lines of defense. We have established procedures for these
committees to ensure that appropriate information barriers
are in place. Our primary risk committees, most of which
also have additional sub-committees, councils or working
In addition to these
groups, are described below.
committees, we have other risk committees that provide
for different businesses, activities, products,
oversight
regions and entities. All of our
committees have
responsibility for considering the impact on our reputation
of the transactions and activities that they oversee.

Membership of our risk committees is reviewed regularly
and updated to reflect changes in the responsibilities of the
committee members. Accordingly, the length of time that
members serve on the respective committees varies as
determined by the committee chairs and based on the
responsibilities of the members.

The chart below presents an overview of our
management governance structure.

risk

Corporate Oversight

Board of Directors

Board Commi(cid:2)ees

Senior Management Oversight

Chief Execu(cid:4)ve Officer
President/Chief Opera(cid:4)ng Officer

Chief Financial Officer

Director of
Internal Audit

Commi(cid:2)ee Oversight

Management Commi(cid:2)ee

Chief Risk Officer

Firmwide Enterprise Risk
Commi(cid:2)ee

Firmwide Client and Business
Standards Commi(cid:2)ee

Firmwide Asset Liability
Commi(cid:2)ee

Management Committee. The Management Committee
oversees our global activities. It provides this oversight
directly and through authority delegated to committees it
has established. This committee consists of our most senior
leaders, and is chaired by our chief executive officer. Most
members of the Management Committee are also members
of other committees. The following are the committees that
are principally involved in firmwide risk management.

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Firmwide Enterprise Risk Committee. The Firmwide
Enterprise Risk Committee is responsible for overseeing all
of our financial and nonfinancial risks. As part of such
oversight, the committee is responsible for the ongoing
review, approval and monitoring of our enterprise risk
management
risk limits
framework, as well as our
framework. This committee is co-chaired by our chief
financial officer and our chief risk officer, who are
appointed as chairs by our chief executive officer, and
reports to the Management Committee. The following are
the primary committees or councils that report to the
Firmwide Enterprise Risk Committee:
‰ Firmwide Risk Council. The Firmwide Risk Council is
responsible for the ongoing monitoring of relevant
financial risks and related risk limits at the firmwide,
business and product levels. This council is co-chaired by
the chairs of the Firmwide Enterprise Risk Committee.
‰ Firmwide New Activity Committee. The Firmwide
New Activity Committee is responsible for reviewing new
activities and for establishing a process to identify and
review previously approved activities that are significant
and that have changed in complexity and/or structure or
present different reputational and suitability concerns
over time to consider whether these activities remain
appropriate. This committee is co-chaired by the
controller and chief accounting officer, and our chief
administrative officer, who are appointed as chairs by the
chairs of the Firmwide Enterprise Risk Committee.

‰ Firmwide Operational

and

Risk

assist

resilience. To

Resilience
Committee. The Firmwide Operational Risk and
Resilience Committee is
responsible for overseeing
operational risk, and for ensuring our business and
operational
Firmwide
Operational Risk and Resilience Committee in carrying
out its mandate, other risk committees with dedicated
oversight for technology-related risks, including cyber
security matters, report into the Firmwide Operational
Risk and Resilience Committee. This committee is
co-chaired by our chief administrative officer and the
head of Operational Risk, who are appointed as chairs by
the chairs of the Firmwide Enterprise Risk Committee.

the

‰ Firmwide Conduct Committee. The

Firmwide
Conduct Committee is responsible for the ongoing
approval and monitoring of the frameworks and policies
which govern our conduct risks. Conduct risk is the risk
that our people fail to act in a manner consistent with our
Business Principles and related core values, policies or
codes, or applicable laws or regulations, thereby falling
short in fulfilling their responsibilities to us, our clients,
colleagues, other market participants or the broader
community. This committee is chaired by our chief legal
officer, who is appointed as chair by the chairs of the
Firmwide Enterprise Risk Committee.

‰ Risk Governance Committee. The Risk Governance
Committee (through delegated authority from the
Firmwide Enterprise Risk Committee) is responsible for
the ongoing approval and monitoring of risk frameworks,
related to our core risk
policies and parameters
management processes, as well as limits, at firmwide,
business and product levels. In addition, this committee
reviews the results of stress tests and scenario analyses. To
assist the Risk Governance Committee in carrying out its
mandate, a number of other risk committees with
dedicated oversight for stress testing, model risks and
Volcker Rule
into the Risk
Governance Committee. This committee is chaired by our
chief risk officer, who is appointed as chair by the chairs
of the Firmwide Enterprise Risk Committee.

compliance

report

Firmwide Client and Business Standards Committee.
The Firmwide Client and Business Standards Committee is
responsible for overseeing relationships with our clients,
client
service and experience, and related business
standards, as well as client-related reputational matters.
This committee is chaired by our president and chief
operating officer, who is appointed as chair by the chief
executive officer, and reports
to the Management
Committee. This committee periodically provides updates
to, and receives guidance from, the Public Responsibilities
Committee of the Board.

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The following committees report jointly to the Firmwide
Enterprise Risk Committee and the Firmwide Client and
Business Standards Committee:
‰ Firmwide Reputational Risk Committee. The
Firmwide Reputational Risk Committee is responsible for
assessing reputational risks arising from transactions that
have been identified as having potential heightened
reputational risk pursuant to the criteria established by
the Firmwide Reputational Risk Committee and as
determined by committee leadership. This committee is
chaired by our president and chief operating officer, who
is appointed as chair by the chief executive officer, and
the vice-chairs are our chief legal officer and the former
chair of Conflicts Resolution (now a senior advisor to the
firm), who are appointed as vice-chairs by the chair of the
Firmwide Reputational Risk Committee. This committee
periodically provides updates to, and receives guidance
from, the Public Responsibilities Committee of the Board.
‰ Firmwide Suitability Committee. The Firmwide
Suitability Committee is responsible for setting standards
and policies for product, transaction and client suitability
and providing a forum for consistency across functions,
regions and products on suitability assessments. This
committee also reviews suitability matters escalated from
other committees. This committee is co-chaired by our
chief compliance officer, and a co-head of EMEA FICC
sales, who are appointed as chairs by the chair of the
Firmwide Client and Business Standards Committee.

‰ Firmwide Investment Policy Committee. The
Firmwide Investment Policy Committee periodically
reviews our investing and lending activities on a portfolio
basis, including review of risk management and controls,
and sets business standards and policies for these types of
investments. This committee is co-chaired by a co-head of
our Asset Management Division, a co-head of our Global
Markets Division and our chief risk officer, who are
appointed as chairs by our president and chief operating
officer and our chief financial officer.

‰ Firmwide Capital Committee. The Firmwide Capital
Committee provides approval and oversight of debt-
related transactions, including principal commitments of
our capital. This committee aims to ensure that business,
reputational and suitability standards for underwritings
and capital commitments are maintained on a global
basis. This committee is co-chaired by the head of Credit
Risk and the head of Americas Leveraged Finance, who
are appointed as chairs by the chairs of the Firmwide
Enterprise Risk Committee.

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to

that

ensure

designed

procedures

transactions,

‰ Firmwide Commitments Committee. The Firmwide
Commitments Committee reviews our underwriting and
distribution activities with respect to equity and equity-
related product offerings, and sets and maintains policies
legal,
and
reputational, regulatory and business standards are
maintained on a global basis. In addition to reviewing
specific
periodically
this
conducts general strategic reviews of sectors and products
and establishes policies in connection with transaction
practices. This committee is co-chaired by the chief
underwriting officer
equity
underwriting officer for the Americas, a co-chairman of
the Global Financial Institutions Group and a co-head of
the Industrials Group in our
Investment Banking
Division, who are appointed as chairs by the chair of the
Firmwide Client and Business Standards Committee.

for EMEA,

committee

chief

the

liquidity,

funding and balance

Firmwide Asset Liability Committee. The Firmwide
Asset Liability Committee reviews and approves the
strategic direction for our financial resources, including
sheet. This
capital,
committee has oversight responsibility for asset liability
management,
including interest rate and currency risk,
funds transfer pricing, capital allocation and incentives, and
credit ratings. This committee makes recommendations as
to any adjustments to asset liability management and
financial resource allocation in light of current events, risks,
exposures, and regulatory requirements and approves
related policies. This committee is co-chaired by our chief
financial officer and our global
treasurer, who are
appointed as chairs by our chief executive officer, and
reports to the Management Committee.

Conflicts Management
Conflicts of interest and our approach to dealing with them
are fundamental to our client relationships, our reputation
and our long-term success. The term “conflict of interest”
does not have a universally accepted meaning, and conflicts
can arise in many forms within a business or between
businesses. The responsibility for identifying potential
conflicts, as well as complying with our policies and
procedures, is shared by all of our employees.

We have a multilayered approach to resolving conflicts and
addressing reputational risk. Our senior management
in
oversees policies related to conflicts resolution and,
conjunction with Conflicts Resolution, Legal
and
Compliance, the Firmwide Client and Business Standards
Committee, and other internal committees, formulates
policies, standards and principles, and assists in making
resolution of
judgments
particular
conflicts
necessarily depends on the facts and circumstances of a
particular situation and the application of experienced and
informed judgment.

regarding
conflicts. Resolving

appropriate

potential

the

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have

transaction

As a general matter, Conflicts Resolution reviews financing
and advisory assignments in Investment Banking and
certain of our investing, lending and other activities. In
addition, we
oversight
various
committees, such as the Firmwide Capital, Commitments
and Suitability Committees and other committees that also
review new underwritings,
and
structured products. These groups and committees work
with internal and external counsel and Compliance to
evaluate and address any actual or potential conflicts. The
head of Conflicts Resolution reports to our chief legal
officer, who reports to our chief executive officer.

investments

loans,

We regularly assess our policies and procedures that
address conflicts of interest in an effort to conduct our
business in accordance with the highest ethical standards
and in compliance with all applicable laws, rules and
regulations.

Climate Risk Management
We categorize climate risk into physical risk and transition
risk. Physical risk is the risk that asset values may decline or
operations may be disrupted as a result of changes in the
climate, while transition risk is the risk that asset values
may decline because of changes in climate policies or
changes in the underlying economy due to decarbonization.

financial

As a global
institution, climate-related risks
manifest in different ways across our businesses and we
have continued to make significant enhancements to our
climate risk management framework, including steps to
further integrate climate into our broader risk management
processes. We have integrated oversight of climate-related
risks into our risk management governance structure, from
senior management to our Board and its committees,
including the Risk and Public Responsibilities Committees.
The Risk Committee of the Board oversees firmwide
financial and nonfinancial risks, which include climate risk,
and, as part of its oversight, receives updates on our risk
management approach to climate risk,
including our
approaches towards scenario analysis and integration into
existing
Public
Responsibilities Committee of the Board assists the Board
in its oversight of our firmwide sustainability strategy and
sustainability issues affecting us, including with respect to
climate change. As part of
the Public
Responsibilities Committee receives periodic updates on
our sustainability strategy, and also periodically reviews
our governance and related policies and processes for
sustainability and climate change-related risks. Senior
management within Risk is responsible for the development
of our climate risk program.

risk management

processes. The

its oversight,

We have begun incorporating climate risk into our credit
evaluation and underwriting processes for select industries.
Climate risk factors are now evaluated as part of
transaction due diligence for select loan commitments.

See “Business — Sustainability” in Part I, Item 1 and “Risk
Factors” in Part
this Form 10-K for
Item 1A of
information about our sustainability initiatives, including
in relation to climate transition.

I,

Compliance Risk Management
Compliance risk is the risk of legal or regulatory sanctions,
material financial loss or damage to our reputation arising
from our failure to comply with the requirements of
applicable laws, rules and regulations, and our internal
policies and procedures. Compliance risk is inherent in all
activities through which we conduct our businesses. Our
Compliance Risk Management Program, administered by
Compliance, assesses our compliance, regulatory and
reputational risk; monitors for compliance with new or
amended laws,
rules and regulations; designs and
implements controls, policies, procedures and training;
conducts independent testing;
investigates, surveils and
monitors for compliance risks and breaches; and leads our
responses to regulatory examinations, audits and inquiries.
We monitor and review business practices to assess whether
they meet or exceed minimum regulatory and legal
standards in all markets and jurisdictions in which we
conduct business.

Capital Risk Management
Capital risk is the risk that our capital is insufficient to
support our business activities under normal and stressed
market conditions or we face capital reductions or RWA
increases, including from new or revised rules or changes in
interpretations of existing rules, and are therefore unable to
meet our internal capital targets or external regulatory
capital
requirements. Capital adequacy is of critical
importance to us. Accordingly, we have in place a
comprehensive capital management policy that provides a
framework, defines objectives and establishes guidelines to
maintain an appropriate level and composition of capital in
both business-as-usual and stressed conditions. Our capital
management framework is designed to provide us with the
information needed to comprehensively manage risk, and
develop and apply projected stress scenarios that capture
idiosyncratic vulnerabilities with a goal of holding
sufficient capital to remain adequately capitalized even
after experiencing a severe stress event. See “Capital
Management
further
information about our capital management process.

and Regulatory Capital” for

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We have established a comprehensive governance structure
to manage and oversee our day-to-day capital management
activities and compliance with capital rules and related
policies. Our capital management activities are overseen by
the Board and its committees. The Board is responsible for
approving our annual capital plan and the Risk Committee
of the Board approves our capital management policy. In
addition, committees and members of senior management
are responsible for the ongoing monitoring of our capital
adequacy and evaluate current and future regulatory capital
requirements, review the results of our capital planning and
stress tests processes, and the results of our capital models,
review our contingency capital plan, key capital adequacy
metrics,
including regulatory capital ratios, as well as
capital plan metrics, such as the payout ratio, outcomes and
findings of calculation testing, and monitor capital risk
limits and breaches.

Our process for managing capital risk also includes
independent review functions in Risk that, among other
things, assess
regulatory capital policies and related
interpretations, escalate certain interpretations to senior
management and/or the appropriate risk committee, and
perform calculation testing to corroborate alignment with
applicable capital rules.

Liquidity Risk Management

Overview
Liquidity risk is the risk that we will be unable to fund
ourselves or meet our liquidity needs in the event of firm-
specific, broader industry or market liquidity stress events.
We have in place a comprehensive and conservative set of
liquidity and funding policies. Our principal objective is to
be able to fund ourselves and to enable our core businesses
to continue to serve clients and generate revenues, even
under adverse circumstances.

Treasury, which reports to our chief financial officer, has
primary responsibility for developing, managing and
executing our liquidity and funding strategy within our risk
appetite.

Liquidity Risk, which is independent of our revenue-
producing units and Treasury, and reports to our chief risk
officer, has primary responsibility for assessing, monitoring
and managing our liquidity risk through firmwide oversight
across our global businesses and the establishment of stress
testing and limits frameworks.

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Liquidity Risk Management Principles
We manage liquidity risk according to three principles:
(i) hold sufficient excess liquidity in the form of GCLA to
cover outflows during a stressed period, (ii) maintain
appropriate Asset-Liability Management and (iii) maintain
a viable Contingency Funding Plan.

GCLA. GCLA is liquidity that we maintain to meet a broad
range of potential cash outflows and collateral needs in a
stressed environment. A primary liquidity principle is to
pre-fund our estimated potential cash and collateral needs
during a liquidity crisis and hold this liquidity in the form of
unencumbered, highly liquid securities and cash. We believe
that the securities held in our GCLA would be readily
convertible to cash in a matter of days, through liquidation,
by entering into repurchase agreements or from maturities of
resale agreements, and that this cash would allow us to meet
immediate obligations without needing to sell other assets or
depend on additional funding from credit-sensitive markets.

Our GCLA reflects the following principles:
‰ The first days or weeks of a liquidity crisis are the most

critical to a company’s survival;

and

collateral

requirements

credit-sensitive

‰ Focus must be maintained on all potential cash and
collateral outflows, not just disruptions to financing
flows. Our businesses are diverse, and our liquidity needs
including market
are determined by many factors,
movements,
client
commitments, all of which can change dramatically in a
difficult funding environment;
‰ During a liquidity crisis,

funding,
including unsecured debt, certain deposits and some types
of secured financing agreements, may be unavailable, and
the terms (e.g., interest rates, collateral provisions and
tenor) or availability of other types of secured financing
may change and certain deposits may be withdrawn; and
‰ As a result of our policy to pre-fund liquidity that we
estimate may be needed in a crisis, we hold more
unencumbered securities and have
funding
balances than our businesses would otherwise require.
We believe that our liquidity is stronger with greater
balances of highly liquid unencumbered securities, even
though it increases our total assets and our funding costs.

larger

We maintain our GCLA across Group Inc., Goldman Sachs
Funding LLC (Funding IHC) and Group Inc.’s major
broker-dealer and bank subsidiaries, asset
types and
clearing agents to provide us with sufficient operating
liquidity to ensure timely settlement in all major markets,
even in a difficult funding environment. In addition to the
GCLA, we maintain cash balances and securities in several
of our other entities, primarily for use in specific currencies,
entities or jurisdictions where we do not have immediate
access to parent company liquidity.

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liquidity

Asset-Liability Management. Our
risk
management policies are designed to ensure we have a
sufficient amount of financing, even when funding markets
experience persistent stress. We manage the maturities and
diversity of our funding across markets, products and
counterparties, and seek to maintain a diversified funding
profile with an appropriate tenor, taking into consideration
the characteristics and liquidity profile of our assets.

Our approach to asset-liability management includes:
‰ Conservatively managing the overall characteristics of
our funding book, with a focus on maintaining long-term,
diversified sources of funding in excess of our current
requirements. See “Balance Sheet and Funding Sources —
Funding Sources” for further information;

‰ Actively managing and monitoring our asset base, with
particular focus on the liquidity, holding period and
ability to fund assets on a secured basis. We assess our
funding requirements and our ability to liquidate assets in
a stressed environment while appropriately managing
risk. This enables us to determine the most appropriate
funding products and tenors. See “Balance Sheet and
Funding Sources — Balance Sheet Management” for
further information about our balance sheet management
process and “— Funding Sources — Secured Funding”
for further information about asset classes that may be
harder to fund on a secured basis; and

‰ Raising secured and unsecured financing that has a long
tenor relative to the liquidity profile of our assets. This
reduces the risk that our liabilities will come due in
advance of our ability to generate liquidity from the sale
of our assets. Because we maintain a highly liquid balance
sheet, the holding period of certain of our assets may be
materially shorter than their contractual maturity dates.

Our goal is to ensure that we maintain sufficient liquidity to
fund our assets and meet our contractual and contingent
obligations in normal times, as well as during periods of
market
stress. Through our dynamic balance sheet
management process, we use actual and projected asset
balances to determine secured and unsecured funding
requirements. Funding plans are reviewed and approved by
the Firmwide Asset Liability Committee. In addition, our
independent risk oversight and control functions analyze,
and the Firmwide Asset Liability Committee reviews, our
consolidated total capital position (unsecured long-term
borrowings plus total shareholders’ equity) so that we
maintain a level of long-term funding that is sufficient to
meet our long-term financing requirements. In a liquidity
crisis, we would first use our GCLA in order to avoid
reliance on asset sales (other than our GCLA). However, we
recognize that orderly asset sales may be prudent or
necessary in a severe or persistent liquidity crisis.

Subsidiary Funding Policies
The majority of our unsecured funding is raised by Group
Inc., which provides the necessary funds to Funding IHC
and other subsidiaries, some of which are regulated, to meet
their asset financing, liquidity and capital requirements. In
addition, Group Inc. provides its regulated subsidiaries
with the necessary capital
regulatory
requirements. The benefits of this approach to subsidiary
funding are enhanced control and greater flexibility to meet
the funding requirements of our subsidiaries. Funding is
also raised at the subsidiary level through a variety of
products,
and
unsecured borrowings.

including deposits,

secured funding

to meet

their

intercompany funding policies assume

Our
that a
subsidiary’s funds or securities are not freely available to its
parent, Funding IHC or other subsidiaries unless (i) legally
provided for and (ii) there are no additional regulatory, tax
or other restrictions. In particular, many of our subsidiaries
are subject to laws that authorize regulatory bodies to block
or reduce the flow of funds from those subsidiaries to
Group Inc. or Funding IHC. Regulatory action of that kind
could impede access to funds that Group Inc. needs to make
payments on its obligations. Accordingly, we assume that
the capital provided to our regulated subsidiaries is not
available to Group Inc. or other subsidiaries and any other
financing provided to our regulated subsidiaries is not
available to Group Inc. or Funding IHC until the maturity
of such financing.

invested in GS&Co.,

Group Inc. has provided substantial amounts of equity and
subordinated indebtedness, directly or indirectly, to its
regulated subsidiaries. For example, as of December 2021,
Group Inc. had $38.08 billion of equity and subordinated
its principal U.S.
indebtedness
registered broker-dealer; $44.44 billion invested in GSI, a
regulated U.K. broker-dealer; $2.50 billion invested in
GSJCL, a regulated Japanese broker-dealer; $46.17 billion
invested in GS Bank USA, a regulated New York State-
chartered bank; and $4.28 billion invested in GSIB, a
regulated U.K. bank. Group Inc. also provides financing,
directly or indirectly, in the form of: $95.74 billion of
secured loans of
unsubordinated loans
$41.91 billion) and $17.68 billion of collateral and cash
deposits to these entities as of December 2021. In addition,
as of December 2021, Group Inc. had significant amounts
invested in and loans to its other regulated
of capital
subsidiaries.

(including

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I N C . A N D S U B S I D I A R I E S

Contingency Funding Plan. We maintain a contingency
funding plan to provide a framework for analyzing and
responding to a liquidity crisis situation or periods of
market stress. Our contingency funding plan outlines a list
of potential risk factors, key reports and metrics that are
reviewed on an ongoing basis to assist in assessing the
severity of, and managing through, a liquidity crisis and/or
market dislocation. The contingency funding plan also
if our
describes
assessments indicate that we have entered a liquidity crisis,
which include pre-funding for what we estimate will be our
potential cash and collateral needs, as well as utilizing
secondary sources of liquidity. Mitigants and action items
to address specific risks which may arise are also described
and assigned to individuals responsible for execution.

in detail our potential

responses

The contingency funding plan identifies key groups of
individuals and their responsibilities, which include fostering
effective coordination, control and distribution of information,
implementing liquidity maintenance activities and managing
internal and external communication, all of which are critical
in the management of a crisis or period of market stress.

Stress Tests
In order to determine the appropriate size of our GCLA, we
model liquidity outflows over a range of scenarios and time
horizons. One of our primary internal liquidity risk models,
referred to as the Modeled Liquidity Outflow, quantifies our
liquidity risks over a 30-day stress scenario. We also consider
other factors, including, but not limited to, an assessment of
our potential intraday liquidity needs through an additional
internal liquidity risk model, referred to as the Intraday
Liquidity Model, the results of our long-term stress testing
models, our resolution liquidity models and other applicable
regulatory requirements and a qualitative assessment of our
condition, as well as the financial markets. The results of the
Modeled Liquidity Outflow, the Intraday Liquidity Model,
the long-term stress testing models and the resolution
liquidity models are reported to senior management on a
regular basis. We also perform firmwide stress tests. See
“Overview and Structure of Risk Management” for
information about firmwide stress tests.

Modeled Liquidity Outflow. Our Modeled Liquidity
Outflow is based on conducting multiple scenarios that
include combinations of market-wide and firm-specific
stress. These scenarios are characterized by the following
qualitative elements:
‰ Severely challenged market environments, which includes
low consumer and corporate confidence, financial and
political instability, and adverse changes in market values,
including potential declines
in equity markets and
widening of credit spreads; and

‰ A firm-specific crisis potentially triggered by material losses,
reputational damage, litigation and/or a ratings downgrade.

98

Goldman Sachs 2021 Form 10-K

The following are key modeling elements of our Modeled
Liquidity Outflow:
‰ Liquidity needs over a 30-day scenario;
‰ A two-notch downgrade of our

long-term senior

unsecured credit ratings;

‰ Changing conditions in funding markets, which limit our

access to unsecured and secured funding;

‰ No support

from additional government

funding
facilities. Although we have access to various central bank
funding programs, we do not assume reliance on
additional sources of funding in a liquidity crisis; and

‰ A combination of contractual outflows and contingent
outflows arising from both our on- and off-balance sheet
arrangements. Contractual outflows include, among
other things, upcoming maturities of unsecured debt,
term deposits and secured funding. Contingent outflows
include, among other things, the withdrawal of customer
credit balances in our prime brokerage business, increase
in variation margin requirements due to adverse changes
in the value of our exchange-traded and OTC-cleared
derivatives, draws on unfunded commitments and
withdrawals of deposits
that have no contractual
consolidated financial
to the
maturity. See notes
statements for further information about contractual
outflows, including Note 11 for collateralized financings,
Note 13 for deposits, Note 14 for unsecured long-term
borrowings and Note 15 for operating lease payments,
and “Off-Balance Sheet Arrangements” for
further
information about our various types of off-balance sheet
arrangements.

Intraday Liquidity Model. Our Intraday Liquidity Model
measures our intraday liquidity needs using a scenario
analysis characterized by the same qualitative elements as
our Modeled Liquidity Outflow. The model assesses the
risk of increased intraday liquidity requirements during a
scenario where access to sources of intraday liquidity may
become constrained.

Long-Term Stress Testing. We utilize longer-term stress
tests to take a forward view on our liquidity position
through prolonged stress periods in which we experience a
severe liquidity stress and recover in an environment that
continues to be challenging. We are focused on ensuring
conservative asset-liability management to prepare for a
prolonged period of potential stress, seeking to maintain a
diversified funding profile with an appropriate tenor,
taking into consideration the characteristics and liquidity
profile of our assets.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

and

Liquidity

Adequacy

Resolution Liquidity Models. In connection with our
resolution planning efforts, we have established our
Resolution
Positioning
framework, which estimates liquidity needs of our major
subsidiaries in a stressed environment. The liquidity needs
are measured using our Modeled Liquidity Outflow
assumptions and include certain additional inter-affiliate
exposures. We have also established our Resolution
Liquidity Execution Need framework, which measures the
liquidity needs of our major subsidiaries to stabilize and
wind-down following a Group Inc. bankruptcy filing in
accordance with our preferred resolution strategy.

In addition, we have established a triggers and alerts
framework, which is designed to provide the Board with
information needed to make an informed decision on
whether and when to commence bankruptcy proceedings
for Group Inc.

Limits
We use liquidity risk limits at various levels and across
liquidity risk types to manage the size of our liquidity
exposures. Limits are measured relative to acceptable levels
of risk given our liquidity risk tolerance. See “Overview and
Structure of Risk Management” for information about the
limit approval process.

Limits are monitored by Treasury and Liquidity Risk.
Liquidity Risk is responsible for identifying and escalating
to senior management and/or
risk
committee, on a timely basis, instances where limits have
been exceeded.

the appropriate

GCLA and Unencumbered Metrics
GCLA. Based on the results of our internal liquidity risk
models, described above, as well as our consideration of
other factors, including, but not limited to, a qualitative
assessment of our condition, as well as the financial
markets, we believe our liquidity position as of both
December 2021 and December 2020 was appropriate. We
strictly limit our GCLA to a narrowly defined list of
securities and cash because they are highly liquid, even in a
difficult funding environment. We do not include other
potential sources of excess liquidity in our GCLA, such as
less liquid unencumbered securities or committed credit
facilities.

The table below presents information about our GCLA.

$ in millions

Denomination
U.S. dollar
Non-U.S. dollar
Total

Asset Class
Overnight cash deposits
U.S. government obligations
U.S. agency obligations
Non-U.S. government obligations
Total

Entity Type
Group Inc. and Funding IHC
Major broker-dealer subsidiaries
Major bank subsidiaries
Total

Average for the

Three Months
Ended December

Year Ended
December

2021

2020

2021

2020

122,401 107,106

$230,720 $190,735 $217,797 $181,949
116,723 101,182
$353,121 $297,841 $334,520 $283,131

107,898 125,060
7,059
57,377

$188,223 $108,345 $173,000 $100,489
108,260 113,531
12,017
57,094
$353,121 $297,841 $334,520 $283,131

13,154
43,846

10,183
43,077

107,279 100,891
191,353 160,213

$ 54,489 $ 36,737 $ 53,205 $ 41,705
104,326
99,798
176,989 141,628
$353,121 $297,841 $334,520 $283,131

unencumbered U.S.

In the table above:
‰ The U.S. dollar-denominated GCLA consists of
agency
(i)
obligations
agency
mortgage-backed obligations), all of which are eligible as
collateral in Federal Reserve open market operations and
(ii) certain overnight U.S. dollar cash deposits.

and
liquid U.S.

(including highly

government

‰ The non-U.S. dollar-denominated GCLA consists of
non-U.S. government obligations (only unencumbered
Japanese and U.K. government
German, French,
obligations) and certain overnight cash deposits in highly
liquid currencies.

We maintain our GCLA to enable us to meet current and
potential liquidity requirements of our parent company,
Group Inc., and its subsidiaries. Our Modeled Liquidity
Outflow and Intraday Liquidity Model
incorporate a
requirement for Group Inc., as well as a standalone
requirement for each of our major broker-dealer and bank
subsidiaries. Funding IHC is required to provide the
necessary liquidity to Group Inc. during the ordinary course
of business, and is also obligated to provide capital and
liquidity support to major subsidiaries in the event of our
material financial distress or failure. Liquidity held directly
in each of our major broker-dealer and bank subsidiaries is
intended for use only by that subsidiary to meet its liquidity
requirements and is assumed not to be available to Group
Inc. or Funding IHC unless (i) legally provided for and
(ii)
tax or other
restrictions. In addition, the Modeled Liquidity Outflow
and Intraday Liquidity Model also incorporate a broader
assessment of standalone liquidity requirements for other
subsidiaries and we hold a portion of our GCLA directly at
Group Inc. or Funding IHC to support such requirements.

there are no additional regulatory,

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I N C . A N D S U B S I D I A R I E S

instruments,

Other Unencumbered Assets. In addition to our GCLA,
we have a significant amount of other unencumbered cash
and financial
including other government
obligations, high-grade money market securities, corporate
obligations, marginable equities, loans and cash deposits
not
included in our GCLA. The fair value of our
unencumbered assets averaged $271.65 billion for the three
months ended December 2021, $214.06 billion for the
three months ended December 2020, $249.32 billion for
the year ended December 2021 and $207.60 billion for the
year ended December 2020. We do not consider these assets
liquid enough to be eligible for our GCLA.

Liquidity Regulatory Framework
As a BHC, we are subject to a minimum Liquidity Coverage
Ratio (LCR) under the LCR rule approved by the U.S.
federal bank regulatory agencies. The LCR rule requires
organizations to maintain an adequate ratio of eligible
high-quality liquid assets (HQLA) to expected net cash
outflows under an acute,
short-term liquidity stress
scenario. Eligible HQLA excludes HQLA held by
subsidiaries that is in excess of their minimum requirement
and is subject to transfer restrictions. We are required to
maintain a minimum LCR of 100%. We expect that
fluctuations in client activity, business mix and the market
environment will impact our LCR.

The table below presents information about our average
daily LCR.

$ in millions

Total HQLA
Eligible HQLA
Net cash outflows

LCR

Average for the
Three Months Ended

December
2021

$342,047
$248,570
$203,623

September
2021

$344,351
$249,915
$196,664

December
2020

$291,393
$212,614
$166,551

122%

127%

128%

In October 2020, the U.S. federal bank regulatory agencies
issued a final rule that established a net stable funding ratio
(NSFR) requirement for large U.S. banking organizations.
This rule became effective on July 1, 2021 and requires
banking organizations to ensure they have access to stable
funding over a one-year time horizon. The rule also requires
disclosure of the ratio on a semi-annual basis and a
description of the banking organization’s stable funding
sources beginning in 2023. Our NSFR as of December 2021
exceeded the minimum requirement.

100 Goldman Sachs 2021 Form 10-K

The following provides information about our subsidiary
liquidity regulatory requirements:
‰ GS Bank USA. GS Bank USA is subject to a minimum
LCR of 100% under the LCR rule approved by the U.S.
federal bank regulatory agencies. As of December 2021,
GS Bank USA’s LCR exceeded the minimum requirement.
The NSFR requirement described above also applies to
GS Bank USA. As of December 2021, GS Bank USA’s
NSFR exceeded the minimum requirement.

the

‰ GSI and GSIB. GSI and GSIB are subject to a minimum
LCR of 100% under the LCR rule approved by the U.K.
regulatory authorities. GSI’s and GSIB’s average monthly
LCR for
trailing twelve-month period ended
December 2021 exceeded the minimum requirement. GSI
and GSIB are subject to the applicable NSFR requirement
in the U.K., which became effective in January 2022. As
of December 2021, both GSI’s and GSIB’s NSFR
exceeded the minimum requirement.

‰ GSBE. GSBE is subject to a minimum LCR of 100%
under the LCR rule approved by the European Parliament
and Council. GSBE’s average monthly LCR for the
trailing twelve-month period ended December 2021
exceeded the minimum requirement. GSBE is subject to
the applicable NSFR requirement in the E.U., which
became effective in June 2021. As of December 2021,
GSBE’s NSFR exceeded the minimum requirement.

local

‰ Other Subsidiaries. We monitor

regulatory
liquidity requirements of our subsidiaries to ensure
compliance. For many of our
these
requirements either have changed or are likely to change
in the future due to the implementation of the Basel
Committee’s framework for liquidity risk measurement,
standards and monitoring, as well as other regulatory
developments.

subsidiaries,

The implementation of these rules and any amendments
adopted by the regulatory authorities could impact our
liquidity and funding requirements and practices in the
future.

Credit Ratings
We rely on the short- and long-term debt capital markets to
fund a significant portion of our day-to-day operations and
the cost and availability of debt financing is influenced by
our credit ratings. Credit ratings are also important when
we are competing in certain markets, such as OTC
derivatives, and when we seek to engage in longer-term
transactions. See “Risk Factors” in Part I, Item 1A of this
Form 10-K for information about the risks associated with
a reduction in our credit ratings.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents the unsecured credit ratings and
outlook of Group Inc.

As of December 2021

We believe our credit ratings are primarily based on the
credit rating agencies’ assessment of:
‰ Our

liquidity, market, credit and operational

risk

DBRS

Fitch Moody’s

R&I

S&P

management practices;

Short-term debt
Long-term debt
Subordinated debt
Trust preferred
Preferred stock
Ratings outlook

R-1 (middle)
A (high)
A
A
BBB (high)

F1
A
BBB+
BBB-
BBB-
Stable Stable

P-1
A2
Baa2
Baa3
Ba1

A-2
BBB+
BBB
BB+
BB+
Stable Stable Stable

a-1
A
A-
N/A
N/A

In the table above:
‰ The ratings and outlook are by DBRS, Inc. (DBRS), Fitch,
Inc. (Fitch), Moody’s Investors Service (Moody’s), Rating
and Investment Information, Inc. (R&I), and Standard &
Poor’s Ratings Services (S&P).

‰ The ratings for trust preferred relate to the guaranteed
preferred beneficial interests issued by Goldman Sachs
Capital I.

‰ The DBRS, Fitch, Moody’s and S&P ratings for preferred
stock include the APEX issued by Goldman Sachs
Capital II and Goldman Sachs Capital III.

The table below presents the unsecured credit ratings and
outlook of GS Bank USA, GSIB, GSBE, GS&Co. and GSI.

GS Bank USA
Short-term debt
Long-term debt
Short-term bank deposits
Long-term bank deposits
Ratings outlook
GSIB
Short-term debt
Long-term debt
Short-term bank deposits
Long-term bank deposits
Ratings outlook
GSBE
Short-term debt
Long-term debt
Short-term bank deposits
Long-term bank deposits
Ratings outlook
GS&Co.
Short-term debt
Long-term debt
Ratings outlook
GSI
Short-term debt
Long-term debt
Ratings outlook

As of December 2021

Fitch

Moody’s

S&P

F1
A+
F1+
AA-
Stable

F1
A+
F1
A+
Stable

F1
A
N/A
N/A
Stable

F1
A+
Stable

F1
A+
Stable

P-1
A1
P-1
A1
Stable

P-1
A1
P-1
A1
Stable

P-1
A1
P-1
A1
Stable

N/A
N/A
N/A

P-1
A1
Stable

A-1
A+
N/A
N/A
Stable

A-1
A+
N/A
N/A
Stable

A-1
A+
N/A
N/A
Stable

A-1
A+
Stable

A-1
A+
Stable

‰ Our level and variability of earnings;
‰ Our capital base;
‰ Our franchise, reputation and management;
‰ Our corporate governance; and
‰ The external operating and economic environment,
including, in some cases, the assumed level of government
support or other
such as
potential resolution.

systemic considerations,

Certain of our derivatives have been transacted under
bilateral agreements with counterparties who may require
us to post collateral or terminate the transactions based on
changes in our credit ratings. We manage our GCLA to
ensure we would, among other potential requirements, be
able to make the additional collateral or termination
payments that may be required in the event of a two-notch
reduction in our long-term credit ratings, as well as
collateral that has not been called by counterparties, but is
available to them.

See Note 7 to the consolidated financial statements for
further information about derivatives with credit-related
contingent
features and the additional collateral or
related to our net derivative
termination payments
liabilities under bilateral agreements that could have been
called by counterparties in the event of a one- or two-notch
downgrade in our credit ratings.

Cash Flows
As a global financial institution, our cash flows are complex
and bear little relation to our net earnings and net assets.
Consequently, we believe that traditional cash flow analysis
is less meaningful in evaluating our liquidity position than
the liquidity and asset-liability management policies
described above. Cash flow analysis may, however, be
helpful in highlighting certain macro trends and strategic
initiatives in our businesses.

Goldman Sachs 2021 Form 10-K 101

‰ Equity price risk: results from exposures to changes in
prices and volatilities of individual equities, baskets of
equities and equity indices;

‰ Currency rate risk: results from exposures to changes in
spot prices, forward prices and volatilities of currency
rates; and

‰ Commodity price risk: results from exposures to changes
forward prices and volatilities of
in spot prices,
commodities, such as crude oil, petroleum products,
natural gas, electricity, and precious and base metals.

Market Risk, which is independent of our revenue-
producing units and reports to our chief risk officer, has
primary responsibility for assessing, monitoring and
managing our market risk through firmwide oversight
across our global businesses.

Managers in revenue-producing units and Market Risk
discuss market information, positions and estimated loss
scenarios on an ongoing basis. Managers in revenue-
producing units are accountable for managing risk within
prescribed limits. These managers have in-depth knowledge
of their positions, markets and the instruments available to
hedge their exposures.

Market Risk Management Process
Our process for managing market risk includes the critical
components of our risk management framework described
in the “Overview and Structure of Risk Management,” as
well as the following:
‰ Monitoring compliance with established market risk

limits and reporting our exposures;

‰ Diversifying exposures;
‰ Controlling position sizes; and
‰ Evaluating mitigants, such as economic hedges in related

securities or derivatives.

Our market risk management systems enable us to perform
an independent calculation of Value-at-Risk (VaR) and
stress measures, capture risk measures at
individual
position levels, attribute risk measures to individual risk
factors of each position, report many different views of the
risk measures (e.g., by desk, business, product type or
entity) and produce ad hoc analyses in a timely manner.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Year Ended December 2021. Our cash and cash
equivalents increased by $105.19 billion to $261.04 billion
at the end of 2021, primarily due to net cash provided by
financing activities, partially offset by net cash used for
investing activities. The net cash provided by financing
activities primarily reflected an increase in net deposits,
reflecting increases across channels, and net issuances of
unsecured long-term borrowings. The net cash used for
investing activities primarily reflected purchases of
investments and an increase in net
lending activities,
partially offset by sales and paydowns of investments.

Year Ended December 2020. Our cash and cash
equivalents increased by $22.30 billion to $155.84 billion at
the end of 2020, primarily due to net cash provided by
financing activities, partially offset by net cash used for
investing activities and operating activities. The net cash
provided by financing activities primarily reflected an
increase in net deposits, reflecting increases in consumer,
transaction banking and private bank deposits. The net cash
used for investing activities primarily reflected an increase in
net purchases of investments, reflecting an increase in U.S.
government obligations accounted for as available-for-sale
and an increase in net lending activities. The net cash used for
operating activities primarily reflected an increase in trading
assets, net customer and other receivables and payables, and
collateralized transactions (an increase in collateralized
agreements, partially offset by an increase in collateralized
financings), partially offset by an increase in trading liabilities
as a result of our and our clients’ activities.

the year ended
For an analysis of cash flows
December 2019, see Part
Item 7 “Management’s
Discussion and Analysis of Financial Condition and Results
of Operations” in our Annual Report on Form 10-K for the
year ended December 31, 2020.

for

II,

Market Risk Management

Overview
Market risk is the risk of loss in the value of our inventory,
investments, loans and other financial assets and liabilities
accounted for at fair value due to changes in market
conditions. We hold such positions primarily for market
making for our clients and for our investing and financing
activities, and therefore, these positions change based on
client demands and our investment opportunities. Since
these positions are accounted for at
they
fluctuate on a daily basis, with the related gains and losses
included in the consolidated statements of earnings. We
employ a variety of risk measures, each described in the
respective
risk.
Categories of market risk include the following:
‰ Interest rate risk: results from exposures to changes in the
level, slope and curvature of yield curves, the volatilities
of interest rates, prepayment speeds and credit spreads;

to monitor market

sections below,

fair value,

102 Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Risk Measures
We produce risk measures and monitor them against
established market risk limits. These measures reflect an
extensive range of scenarios and the results are aggregated
at product, business and firmwide levels.

We use a variety of risk measures to estimate the size of
potential
losses for both moderate and more extreme
market moves over both short- and long-term time
horizons. Our primary risk measures are VaR, which is
used for shorter-term periods, and stress tests. Our risk
reports detail key risks, drivers and changes for each desk
and business, and are distributed daily to senior
management of both our revenue-producing units and our
independent risk oversight and control functions.

Value-at-Risk. VaR is the potential loss in value due to
adverse market movements over a defined time horizon
with a specified confidence level. For assets and liabilities
included in VaR, see “Financial Statement Linkages to
Market Risk Measures.” We typically employ a one-day
time horizon with a 95% confidence level. We use a single
VaR model, which captures risks, including interest rates,
equity prices, currency rates and commodity prices. As
such, VaR facilitates comparison across portfolios of
the
risk characteristics. VaR also captures
different
diversification of aggregated risk at the firmwide level.

We are aware of the inherent limitations to VaR and
therefore use a variety of risk measures in our market risk
management process. Inherent limitations to VaR include:
‰ VaR does not estimate potential losses over longer time

horizons where moves may be extreme;

‰ VaR does not take account of the relative liquidity of

different risk positions; and

‰ Previous moves in market risk factors may not produce

accurate predictions of all future market moves.

To comprehensively capture our exposures and relevant
risks in our VaR calculation, we use historical simulations
with full valuation of market factors at the position level by
simultaneously shocking the relevant market factors for
that position. These market factors include spot prices,
credit spreads, funding spreads, yield curves, volatility and
correlation, and are updated periodically based on changes
in the composition of positions, as well as variations in
market conditions. We sample from five years of historical
data to generate the scenarios for our VaR calculation. The
historical data is weighted so that the relative importance of
the data reduces over time. This gives greater importance to
more recent observations and reflects current asset
volatilities, which improves the accuracy of our estimates of
potential loss. As a result, even if our positions included in
VaR were unchanged, our VaR would increase with
increasing market volatility and vice versa.

Given its reliance on historical data, VaR is most effective in
estimating risk exposures in markets in which there are no
sudden fundamental changes or shifts in market conditions.

Our VaR measure does not include:
‰ Positions that are best measured and monitored using

sensitivity measures; and

‰ The impact of changes in counterparty and our own
credit spreads on derivatives, as well as changes in our
own credit spreads on financial liabilities for which the
fair value option was elected.

We perform daily backtesting of our VaR model (i.e.,
comparing daily net revenues for positions included in VaR
to the VaR measure calculated as of the prior business day)
at the firmwide level and for each of our businesses and
major regulated subsidiaries.

Stress Testing. Stress testing is a method of determining
the effect of various hypothetical stress scenarios. We use
stress testing to examine risks of specific portfolios, as well
as the potential impact of our significant risk exposures. We
use a variety of stress testing techniques to calculate the
potential loss from a wide range of market moves on our
sensitivity
portfolios,
analysis and scenario analysis. The results of our various
stress tests are analyzed together for risk management
purposes.
See “Overview and Structure of Risk
Management” for information about firmwide stress tests.

including firmwide stress

tests,

Sensitivity analysis is used to quantify the impact of a
market move in a single risk factor across all positions (e.g.,
equity prices or credit spreads) using a variety of defined
market shocks, ranging from those that could be expected
over a one-day time horizon up to those that could take
many months to occur. We also use sensitivity analysis to
quantify the impact of the default of any single entity,
which captures the risk of large or concentrated exposures.

Scenario analysis is used to quantify the impact of a
specified event, including how the event impacts multiple
risk factors simultaneously. For example, for sovereign
stress
testing we calculate potential direct exposure
associated with our sovereign positions, as well as the
corresponding debt,
equity and currency exposures
associated with our non-sovereign positions that may be
impacted by the sovereign distress. When conducting
scenario analysis, we often consider a number of possible
outcomes for each scenario, ranging from moderate to
severely adverse market impacts. In addition, these stress
tests are constructed using both historical events and
forward-looking hypothetical scenarios.

Goldman Sachs 2021 Form 10-K 103

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Unlike VaR measures, which have an implied probability
because they are calculated at a specified confidence level,
there may not be an implied probability that our stress
testing scenarios will occur. Instead, stress testing is used to
in
model both moderate and more extreme moves
underlying market factors. When estimating potential loss,
we generally assume that our positions cannot be reduced
or hedged (although experience demonstrates that we are
generally able to do so).

Limits
We use market risk limits at various levels to manage the
size of our market exposures. These limits are set based on
VaR and on a range of stress tests relevant to our exposures.
See “Overview and Structure of Risk Management” for
information about the limit approval process.

Market Risk is responsible for monitoring these limits, and
identifying and escalating to senior management and/or the
appropriate risk committee, on a timely basis, instances
where limits have been exceeded (e.g., due to positional
changes or changes in market conditions, such as increased
volatilities or changes in correlations). Such instances are
remediated by a reduction in the positions we hold and/or a
temporary or permanent increase to the limit, if warranted.

Metrics
We analyze VaR at the firmwide level and a variety of more
detailed levels, including by risk category, business and
region. Diversification effect in the tables below represents
the difference between total VaR and the sum of the VaRs
for the four risk categories. This effect arises because the
four market risk categories are not perfectly correlated.

The table below presents our average daily VaR.

$ in millions

Categories
Interest rates
Equity prices
Currency rates
Commodity prices
Diversification effect
Total

Year Ended December

2021

$ 60
43
13
25
(55)
$ 86

2020

$ 71
55
23
20
(75)
$ 94

Our average daily VaR decreased to $86 million in 2021
from $94 million in 2020, due to lower levels of volatility,
partially offset by increased exposures. The total decrease
of $8 million was driven by decreases in the equity prices,
interest rates and currency rates categories, partially offset
by a decrease in the diversification effect and an increase in
the commodity prices category.

The table below presents our period-end VaR.

$ in millions

Categories
Interest rates
Equity prices
Currency rates
Commodity prices
Diversification effect
Total

As of December

2021

2020

$ 69
31
19
30
(58)
$ 91

$ 60
50
11
16
(46)
$ 91

Our period-end VaR was $91 million as of December 2021,
unchanged compared with December 2020, reflecting
increased exposures, offset by lower levels of volatility. This
was driven by increases in the commodity prices, interest
rates and currency rates categories, offset by a decrease in
the equity prices category and an increase in the
diversification effect.

During 2021,
the firmwide VaR risk limit was not
exceeded, raised or reduced, and there were no permanent
or temporary changes to the firmwide VaR risk limit.
During 2020, the firmwide VaR risk limit was exceeded on
16 occasions (all of which occurred during the first half of
2020), primarily due to higher levels of volatility. There
were no permanent changes to the firmwide VaR risk limit
there were temporary
during this period. However,
increases to the firmwide VaR risk limit as a result of the
market environment in 2020.

The table below presents our high and low VaR.

$ in millions

Categories
Interest rates
Equity prices
Currency rates
Commodity prices

Firmwide
VaR

Year Ended December

2021

2020

High

Low

High

Low

$ 74
$ 71
$ 20
$ 45

$49
$30
$ 8
$14

$120
$116
$ 53
$ 54

$46
$23
$ 8
$ 9

$105

$69

$195

$58

The chart below presents our daily VaR for 2021.

R
a
V
y

l
i

a
D

s
n
o

i
l
l
i

)

m
n
i
(

210

180

150

120

90

60

30

0

104 Goldman Sachs 2021 Form 10-K

First Quarter
2021

Second Quarter
2021

Third Quarter
2021

Fourth Quarter
2021

 
 
T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents, by number of business days, the
frequency distribution of our daily net revenues for
positions included in VaR.

$ in millions

>$100
$75 - $100
$50 - $75
$25 - $50
$0 - $25
$(25) - $0
$(50) - $(25)
$(75) - $(50)
$(100) - $(75)
<$(100)
Total

Year Ended December

2021

2020

53
45
42
33
45
24
6
2
1
1
252

50
37
48
51
43
11
8
3
2
–
253

Daily net revenues for positions included in VaR are
compared with VaR calculated as of the end of the prior
business day. Net losses incurred on a single day for such
positions exceeded our 95% one-day VaR (i.e., a VaR
exception) on one occasion during 2021 and on two
occasions during 2020.

During periods in which we have significantly more positive
net revenue days than net revenue loss days, we expect to have
fewer VaR exceptions because, under normal conditions, our
business model generally produces positive net revenues. In
periods in which our franchise revenues are adversely affected,
we generally have more loss days, resulting in more VaR
exceptions. The daily net revenues for positions included in
VaR used to determine VaR exceptions reflect the impact of
any intraday activity, including bid/offer net revenues, which
are more likely than not to be positive by their nature.

Sensitivity Measures
Certain portfolios and individual positions are not included
in VaR because VaR is not the most appropriate risk
measure. Other sensitivity measures we use to analyze
market risk are described below.

10% Sensitivity Measures. The table below presents our
market risk by asset category for positions accounted for at
fair value, that are not included in VaR.

$ in millions

Equity
Debt
Total

As of December

2021

2020

$1,953
2,244
$4,197

$1,854
2,516
$4,370

In the table above:
‰ The market risk of these positions is determined by
estimating the potential reduction in net revenues of a
10% decline in the value of these positions.

‰ Equity positions relate to private and restricted public
equity securities, including interests in funds that invest in
corporate equities and real estate and interests in hedge
funds.

‰ Debt positions include interests in funds that invest in
corporate mezzanine and senior debt instruments, loans
backed by commercial and residential
real estate,
corporate bank loans and other corporate debt, including
acquired portfolios of distressed loans.

‰ Funded equity and debt positions are included in our
consolidated balance sheets in investments and loans. See
Note 8 to the consolidated financial statements for
further information about investments and Note 9 to the
consolidated financial statements for further information
about loans.

‰ These measures do not reflect the diversification effect
across asset categories or across other market risk
measures.

Credit and Funding Spread Sensitivity on Derivatives
and Financial Liabilities. VaR excludes the impact of
changes in counterparty credit spreads, our own credit
spreads and unsecured funding spreads on derivatives, as
well as changes in our own credit spreads (debt valuation
adjustment) on financial liabilities for which the fair value
option was elected. The estimated sensitivity to a one basis
point increase in credit spreads (counterparty and our own)
and unsecured funding spreads on derivatives (including
hedges) was a loss of $1 million as of December 2021 and
$3 million as of December 2020. In addition, the estimated
sensitivity to a one basis point increase in our own credit
spreads on financial liabilities for which the fair value
option was elected was a gain of $33 million as of
December 2021 and $22 million as of December 2020.
However, the actual net impact of a change in our own
credit spreads is also affected by the liquidity, duration and
convexity (as the sensitivity is not linear to changes in
yields) of those financial liabilities for which the fair value
option was elected, as well as the relative performance of
any hedges undertaken.

Interest Rate Sensitivity. Loans accounted for at
amortized cost were $139.93 billion as of December 2021
and $99.69 billion as of December 2020, substantially all of
which had floating interest rates. The estimated sensitivity to
a 100 basis point increase in interest rates on such loans was
$1.07 billion as of December 2021 and $737 million as of
December 2020 of additional interest income over a twelve-
month period, which does not take into account the potential
impact of an increase in costs to fund such loans. See Note 9
to the
further
information about loans accounted for at amortized cost.

consolidated financial

statements

for

Other Market Risk Considerations
We make investments in securities that are accounted for as
available-for-sale, held-to-maturity or under the equity
method which are
in the
consolidated balance sheets. See Note 8 to the consolidated
financial statements for further information.

included in investments

Goldman Sachs 2021 Form 10-K 105

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Direct investments in real estate are accounted for at cost
less accumulated depreciation. See Note 12 to the
consolidated financial statements for further information
about other assets.

Financial Statement Linkages to Market Risk
Measures
We employ a variety of risk measures, each described in the
respective sections above, to monitor market risk across the
consolidated balance sheets and consolidated statements of
earnings. The related gains and losses on these positions are
included in market making, other principal transactions,
interest income and interest expense in the consolidated
statements of earnings, and debt valuation adjustment in
the consolidated statements of comprehensive income.

The table below presents certain assets and liabilities in our
consolidated balance sheets and the market risk measures
used to assess those assets and liabilities.

Assets or Liabilities

Market Risk Measures

Collateralized agreements, at fair value

VaR

Customer and other receivables, at fair value 10% Sensitivity Measures

Trading assets

Investments, at fair value

Loans

Deposits, at fair value

VaR
Credit Spread Sensitivity

VaR
10% Sensitivity Measures

VaR
10% Sensitivity Measures
Interest Rate Sensitivity

VaR
Credit Spread Sensitivity

Collateralized financings, at fair value

VaR

Trading liabilities

Unsecured borrowings, at fair value

VaR
Credit Spread Sensitivity

VaR
Credit Spread Sensitivity

Credit Risk Management

Overview
Credit risk represents the potential for loss due to the
default or deterioration in credit quality of a counterparty
(e.g., an OTC derivatives counterparty or a borrower) or an
issuer of securities or other instruments we hold. Our
risk comes mostly from client
exposure
transactions in OTC derivatives and loans and lending
commitments. Credit risk also comes from cash placed with
banks, securities financing transactions (i.e., resale and
repurchase agreements and securities borrowing and
lending activities) and customer and other receivables.

to credit

106 Goldman Sachs 2021 Form 10-K

independent of our

revenue-
Credit Risk, which is
producing units and reports to our chief risk officer, has
primary responsibility for assessing, monitoring and
managing our credit risk through firmwide oversight across
our global businesses. In addition, we hold other positions
that give rise to credit risk (e.g., bonds and secondary bank
loans). These credit risks are captured as a component of
market risk measures, which are monitored and managed
by Market Risk. We also enter into derivatives to manage
market risk exposures. Such derivatives also give rise to
credit risk, which is monitored and managed by Credit
Risk.

Credit Risk Management Process
Our process for managing credit risk includes the critical
components of our risk management framework described
in the “Overview and Structure of Risk Management,” as
well as the following:
‰ Monitoring compliance with established credit risk limits
and credit
credit

exposures

and reporting our
concentrations;

‰ Establishing or approving underwriting standards;
‰ Assessing the likelihood that a counterparty will default

on its payment obligations;

‰ Measuring our current and potential credit exposure and

losses resulting from a counterparty default;

‰ Using credit risk mitigants,

including collateral and

hedging; and

‰ Maximizing recovery through active workout and

restructuring of claims.

review. A credit

We also perform credit reviews, which include initial and
ongoing analyses of our counterparties. For substantially all
of our credit exposures, the core of our process is an annual
counterparty credit
review is an
independent analysis of the capacity and willingness of a
counterparty to meet its financial obligations, resulting in
an internal credit rating. The determination of internal
credit ratings also incorporates assumptions with respect to
the nature of and outlook for the counterparty’s industry,
and the economic environment. Senior personnel, with
expertise in specific industries, inspect and approve credit
reviews and internal credit ratings.

Our risk assessment process may also include, where
applicable, reviewing certain key metrics, including, but not
limited to, delinquency status, collateral values, FICO
credit scores and other risk factors.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

risk management

systems capture credit
Our credit
exposure to individual counterparties and on an aggregate
basis to counterparties and their subsidiaries. These systems
also provide management with comprehensive information
about our aggregate credit risk by product, internal credit
rating, industry, country and region.

Risk Measures
We measure our credit risk based on the potential loss in the
event of non-payment by a counterparty using current and
potential exposure. For derivatives and securities financing
transactions, current exposure represents the amount
presently owed to us after taking into account applicable
netting and collateral arrangements, while potential
exposure represents our estimate of the future exposure
that could arise over the life of a transaction based on
market movements within a specified confidence level.
Potential exposure also takes into account netting and
collateral
lending
commitments, the primary measure is a function of the
notional amount of the position.

arrangements.

loans

and

For

Stress Tests
We conduct regular stress tests to calculate the credit
exposures, including potential concentrations that would
result from applying shocks to counterparty credit ratings
or credit risk factors (e.g., currency rates, interest rates,
equity prices). These shocks cover a wide range of moderate
and more extreme market movements, including shocks to
multiple risk factors, consistent with the occurrence of a
severe market or economic event. In the case of sovereign
default, we estimate the direct impact of the default on our
sovereign credit exposures, changes to our credit exposures
arising from potential market moves in response to the
default, and the impact of credit market deterioration on
corporate borrowers and counterparties that may result
from the sovereign default. Unlike potential exposure,
which is calculated within a specified confidence level,
stress testing does not generally assume a probability of
these events occurring. We also perform firmwide stress
tests. See “Overview and Structure of Risk Management”
for information about firmwide stress tests.

To supplement these regular stress tests, as described above,
we also conduct tailored stress tests on an ad hoc basis in
response to specific market events that we deem significant.
We also utilize these stress tests to estimate the indirect
impact of certain hypothetical events on our country
exposures, such as the impact of credit market deterioration
on corporate borrowers and counterparties along with the
shocks to the risk factors described above. The parameters
of these shocks vary based on the scenario reflected in each
stress test. We review estimated losses produced by the
stress tests in order to understand their magnitude,
loss concentrations, and assess and
highlight potential
mitigate our exposures where necessary.

Limits
We use credit risk limits at various levels, as well as
underwriting standards to manage the size and nature of
our credit exposures. Limits for industries and countries are
based on our risk appetite and are designed to allow for
regular monitoring, review, escalation and management of
credit risk concentrations. See “Overview and Structure of
Risk Management” for
the limit
approval process.

information about

Credit Risk is responsible for monitoring these limits, and
identifying and escalating to senior management and/or the
appropriate risk committee, on a timely basis, instances
where limits have been exceeded.

Risk Mitigants
To reduce our credit exposures on derivatives and securities
into netting
financing transactions, we may enter
agreements with counterparties that permit us to offset
receivables and payables with such counterparties. We may
also reduce credit risk with counterparties by entering into
agreements that enable us to obtain collateral from them on
an upfront or contingent basis and/or
to terminate
transactions if the counterparty’s credit rating falls below a
specified level. We monitor the fair value of the collateral to
exposures are appropriately
ensure
collateralized. We seek to minimize exposures where there
is
correlation between the
creditworthiness of our counterparties and the market
value of collateral we receive.

significant

that our

positive

credit

a

For loans and lending commitments, depending on the
credit quality of the borrower and other characteristics of
the transaction, we employ a variety of potential risk
mitigants. Risk mitigants include collateral provisions,
guarantees, covenants, structural seniority of the bank loan
claims and, for certain lending commitments, provisions in
the legal documentation that allow us to adjust loan
amounts, pricing, structure and other terms as market
conditions change. The type and structure of risk mitigants
employed can significantly influence the degree of credit
risk involved in a loan or lending commitment.

When we do not have sufficient visibility into a
counterparty’s financial strength or when we believe a
counterparty requires support from its parent, we may
obtain third-party guarantees of
counterparty’s
obligations. We may also mitigate our credit risk using
credit derivatives or participation agreements.

the

Goldman Sachs 2021 Form 10-K 107

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

exposures

Credit Exposures
As of December 2021, our aggregate credit exposure
increased as compared with December 2020, primarily
reflecting increases in cash deposits with central banks and
loans and lending commitments. The percentage of our
credit
from non-investment-grade
counterparties (based on our internally determined public
rating agency equivalents) decreased as compared with
December 2020, primarily reflecting an increase in
investment-grade credit exposure related to cash deposits
with central banks. Our credit exposures are described
further below.

arising

Cash and Cash Equivalents. Our credit exposure on cash
and cash equivalents arises from our unrestricted cash, and
includes both interest-bearing and non-interest-bearing
deposits. To mitigate the risk of credit loss, we place
substantially all of our deposits with highly rated banks and
central banks.

The table below presents our credit exposure from
and the
cash and cash equivalents,
unrestricted
concentration by industry, region and internally determined
public rating agency equivalents.

$ in millions

Cash and Cash Equivalents

Industry
Financial Institutions
Sovereign
Total

Region
Americas
EMEA
Asia
Total

Credit Quality (Credit Rating Equivalent)
AAA
AA
A
BBB
Total

As of December

2021

2020

$236,168

$131,324

5%
95%
100%

55%
36%
9%
100%

64%
24%
11%
1%
100%

11%
89%
100%

45%
41%
14%
100%

44%
38%
17%
1%
100%

The table above excludes cash segregated for regulatory
and other purposes of $24.87 billion as of December 2021
and $24.52 billion as of December 2020.

OTC Derivatives. Our credit exposure on OTC derivatives
arises primarily from our market-making activities. As a
market maker, we enter into derivative transactions to
provide liquidity to clients and to facilitate the transfer and
hedging of their risks. We also enter into derivatives to
manage market risk exposures. We manage our credit
exposure on OTC derivatives using the credit risk process,
measures, limits and risk mitigants described above.

108 Goldman Sachs 2021 Form 10-K

We generally enter into OTC derivatives transactions under
bilateral collateral arrangements that require the daily
exchange of collateral. As credit risk is an essential
component of fair value, we include a credit valuation
adjustment (CVA) in the fair value of derivatives to reflect
counterparty credit risk, as described in Note 7 to the
consolidated financial statements. CVA is a function of the
present value of expected exposure, the probability of
counterparty default and the assumed recovery upon default.

The table below presents our net credit exposure from OTC
derivatives and the concentration by industry and region.

$ in millions

OTC derivative assets
Collateral (not netted under U.S. GAAP)
Net credit exposure

Industry
Consumer & Retail
Diversified Industrials
Financial Institutions
Funds
Healthcare
Municipalities & Nonprofit
Natural Resources & Utilities
Sovereign
Technology, Media & Telecommunications
Other (including Special Purpose Vehicles)
Total

Region
Americas
EMEA
Asia
Total

As of December

2021

2020

$ 58,637
(17,245)
$ 41,392

$ 64,850
(18,990)
$ 45,860

2%
10%
15%
13%
1%
5%
33%
8%
8%
5%
100%

53%
37%
10%
100%

4%
23%
12%
12%
2%
6%
11%
14%
12%
4%
100%

62%
30%
8%
100%

Our credit exposure (before any potential recoveries) to
OTC derivative counterparties that defaulted during 2021
remained low, representing less than 2% of our total credit
exposure from OTC derivatives.

In the table above:
‰ OTC derivative assets,

included in the consolidated
balance sheets, are reported on a net-by-counterparty basis
(i.e., the net receivable for a given counterparty) when a
legal right of setoff exists under an enforceable netting
agreement (counterparty netting) and are accounted for at
fair value, net of cash collateral received under enforceable
credit support agreements (cash collateral netting).

collateral, primarily U.S.

‰ Collateral represents cash collateral and the fair value of
securities
and non-U.S.
government and agency obligations, received under credit
support agreements, that we consider when determining
credit risk, but such collateral is not eligible for netting
under U.S. GAAP.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents the distribution of our net credit
exposure from OTC derivatives by tenor.

$ in millions

As of December 2021
Less than 1 year
1 - 5 years
Greater than 5 years
Total
Netting
Net credit exposure

As of December 2020
Less than 1 year
1 - 5 years
Greater than 5 years
Total
Netting
Net credit exposure

Investment-
Grade

Non-Investment-
Grade / Unrated

Total

$ 27,668
21,746
64,670
114,084
(89,244)
$ 24,840

$ 22,332
23,927
77,653
123,912
(101,691)
$ 22,221

$ 11,203
9,515
6,590
27,308
(10,756)
$ 16,552

$ 12,507
16,486
8,958
37,951
(14,312)
$ 23,639

$ 38,871
31,261
71,260
141,392
(100,000)
$ 41,392

$ 34,839
40,413
86,611
161,863
(116,003)
$ 45,860

In the table above:
‰ Tenor is based on remaining contractual maturity.
‰ Netting includes

counterparty netting across

tenor
categories and collateral that we consider when determining
credit risk (including collateral that is not eligible for netting
under U.S. GAAP). Counterparty netting within the same
tenor category is included within such tenor category.

The tables below present the distribution of our net credit
exposure from OTC derivatives by tenor and internally
determined public rating agency equivalents.

Investment-Grade

Lending Activities. We manage our lending activities
using the credit risk process, measures, limits and risk
mitigants described above. Other
lending positions,
including secondary trading positions, are risk-managed as
a component of market risk.

table below presents our

The
commitments.

loans and lending

$ in millions

As of December 2021
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

Loans

Lending
Commitments

Total

$ 55,927
43,998
25,883
15,913

3,672
8,212
8,530
$162,135

$155,930
4,094
5,813
3,396

9
35,932
6,378
$211,552

$211,857
48,092
31,696
19,309

3,681
44,144
14,908
$373,687

Allowance for loan losses

$ (3,573)

$

(776)

$ (4,349)

As of December 2020
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

$ 48,659
33,023
20,290
5,750

3,823
4,270
4,174
$119,989

$135,818
3,103
4,268
1,900

4
21,640
4,842
$171,575

$184,477
36,126
24,558
7,650

3,827
25,910
9,016
$291,564

$ in millions

AAA

AA

A

BBB

Total

Allowance for loan losses

$ (3,874)

$

(557)

$ (4,431)

As of December 2021
Less than 1 year
$ 1,017 $ 4,926
1 - 5 years
3,071
Greater than 5 years
5,421
Total
13,418
(9,501)
Netting
Net credit exposure $ 2,409 $ 3,917

1,150
13,777
15,944
(13,535)

8,298
23,867
44,646
(36,005)

$ 12,481 $ 9,244 $ 27,668
21,746
9,227
64,670
21,605
40,076
114,084
(89,244)
(30,203)
$ 8,641 $ 9,873 $ 24,840

As of December 2020
Less than 1 year
1 - 5 years
Greater than 5 years
Total
Netting
Net credit exposure

$

1,069
16,550
18,151
(14,364)

532 $ 4,146
4,189
7,403
15,738
(11,230)
$ 3,787 $ 4,508

$ in millions

As of December 2021
Less than 1 year
1 - 5 years
Greater than 5 years
Total
Netting
Net credit exposure

As of December 2020
Less than 1 year
1 - 5 years
Greater than 5 years
Total
Netting
Net credit exposure

10,976
28,410
50,826
(44,529)

$ 11,440 $ 6,214 $ 22,332
23,927
7,693
77,653
25,290
123,912
39,197
(31,568)
(101,691)
$ 6,297 $ 7,629 $ 22,221

Non-Investment-Grade / Unrated

BB or lower Unrated

Total

$ 10,446 $
9,210
6,320
25,976
(10,683)

757 $ 11,203
9,515
305
6,590
270
27,308
1,332
(10,756)
(73)
$ 15,293 $ 1,259 $ 16,552

$ 11,541 $
16,274
8,844
36,659
(14,114)

966 $ 12,507
16,486
212
8,958
114
37,951
1,292
(14,312)
(198)
$ 22,545 $ 1,094 $ 23,639

See Note 9 to the consolidated financial statements for
information about net charge-offs on wholesale and
consumer loans, as well as past due and nonaccrual loans
accounted for at amortized cost.

Corporate. Corporate loans and lending commitments
include term loans, revolving lines of credit, letter of credit
facilities and bridge loans, and are principally used for
operating and general corporate purposes, or in connection
with acquisitions. Corporate loans may be secured or
unsecured, depending on the loan purpose, the risk profile
of the borrower and other factors.

Goldman Sachs 2021 Form 10-K 109

Wealth Management. Wealth management loans and
lending commitments are extended to private bank clients,
including wealth management and other clients. These
loans are used to finance investments in both financial and
nonfinancial assets, bridge cash flow timing gaps or provide
liquidity for other needs. Substantially all of such loans are
secured by securities, residential real estate, commercial real
estate or other assets.

The table below presents our credit exposure from wealth
management loans and lending commitments, and the
concentration by region,
internally determined public
rating agency equivalents and other credit metrics.

$ in millions

As of December 2021
Wealth Management

Region
Americas
EMEA
Asia
Total

Lending
Commitments

Loans

Total

$43,998

$4,094 $48,092

87%
10%
3%
100%

98%
2%
–

88%
9%
3%
100% 100%

67%
19%
14%

71%
14%
15%
100% 100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

72%
13%
15%
100%

As of December 2020
Wealth Management

$33,023

$3,103 $36,126

Region
Americas
EMEA
Asia
Total

88%
10%
2%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

67%
16%
17%
100%

99%
1%
–

89%
9%
2%
100% 100%

58%
21%
21%

66%
17%
17%
100% 100%

In the table above, other metrics/unrated loans primarily
include loans backed by residential real estate. Our risk
assessment process for such loans include reviewing certain
key metrics, such as loan-to-value ratio and delinquency
status.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

The table below presents our credit exposure from
corporate loans and lending commitments, and the
concentration by industry, region, internally determined
public rating agency equivalents and other credit metrics.

$ in millions

As of December 2021
Corporate

Industry
Consumer & Retail
Diversified Industrials
Financial Institutions
Funds
Healthcare
Natural Resources & Utilities
Real Estate
Technology, Media & Telecommunications
Other (including Special Purpose Vehicles)
Total

Region
Americas
EMEA
Asia
Total

Credit Quality (Credit Rating Equivalent)
AAA
AA
A
BBB
BB or lower
Total

As of December 2020
Corporate

Industry
Consumer & Retail
Diversified Industrials
Financial Institutions
Funds
Healthcare
Natural Resources & Utilities
Real Estate
Technology, Media & Telecommunications
Other (including Special Purpose Vehicles)
Total

Region
Americas
EMEA
Asia
Total

Credit Quality (Credit Rating Equivalent)
AAA
AA
A
BBB
BB or lower
Other metrics/unrated
Total

Lending
Commitments

Loans

Total

$55,927

$155,930 $211,857

8%
13%
8%
21%
7%
9%
8%
18%
8%
100%

54%
38%
8%
100%

–
1%
5%
22%
72%
100%

13%
16%
7%
4%
9%
17%
5%
24%
5%
100%

76%
21%
3%
100%

1%
5%
16%
38%
40%
100%

12%
15%
7%
8%
9%
14%
6%
23%
6%
100%

70%
26%
4%
100%

1%
3%
13%
34%
49%
100%

$48,659

$135,818 $184,477

7%
17%
10%
13%
7%
12%
8%
17%
9%
100%

60%
31%
9%
100%

–
–
6%
13%
80%
1%
100%

14%
17%
6%
3%
12%
18%
6%
19%
5%
100%

70%
28%
2%
100%

1%
5%
19%
36%
38%
1%
100%

12%
17%
7%
6%
11%
16%
6%
19%
6%
100%

67%
29%
4%
100%

1%
4%
15%
30%
49%
1%
100%

In the table above, credit exposure excludes $4.14 billion as
of December 2021 and $3.20 billion as of December 2020
relating to issued letters of credit which are classified as
guarantees in our consolidated financial statements. See
Note 18 to the consolidated financial statements for further
information about guarantees.

110 Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Commercial Real Estate. Commercial real estate loans
and lending commitments include originated loans and
lending commitments (other than those extended to private
bank clients) that are directly or indirectly secured by
hotels, retail stores, multifamily housing complexes and
commercial and industrial properties. Commercial real
estate loans and lending commitments also includes loans
and lending commitments extended to clients who
warehouse assets that are directly or indirectly backed by
commercial real estate. In addition, commercial real estate
includes loans purchased by us.

The table below presents our credit exposure from
commercial real estate loans and lending commitments, and
the concentration by region, internally determined public
rating agency equivalents and other credit metrics.

$ in millions

As of December 2021
Commercial Real Estate

Lending
Commitments

Loans

Total

$25,883

$5,813 $31,696

Region
Americas
EMEA
Asia
Total

80%
15%
5%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

15%
83%
2%
100%

75%
11%
14%

79%
14%
7%
100% 100%

10%
90%
–

14%
85%
1%
100% 100%

As of December 2020
Commercial Real Estate

$20,290

$4,268 $24,558

Region
Americas
EMEA
Asia
Total

71%
19%
10%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

9%
86%
5%
100%

65%
10%
25%

70%
18%
12%
100% 100%

13%
87%
–

10%
86%
4%
100% 100%

commitments

In the table above, credit exposure includes loans and
lending
of
December 2021 and $7.88 billion as of December 2020
which are extended to clients who warehouse assets that are
directly or indirectly backed by commercial real estate.

$11.65

billion

of

as

In addition, we also have credit exposure to certain
commercial real estate loans held for securitization of
$922 million as of December 2021 and $503 million as of
December 2020. Such loans are included in trading assets in
our consolidated balance sheets.

Residential Real Estate. Residential real estate loans and
lending commitments are extended to clients (other than
those extended to private bank clients) who warehouse
assets that are directly or indirectly secured by residential
real estate and also includes loans purchased by us.

The table below presents our credit exposure from
residential real estate loans and lending commitments, and
the concentration by region, internally determined public
rating agency equivalents and other credit metrics.

$ in millions

As of December 2021
Residential Real Estate

Lending
Commitments

Loans

Total

$15,913

$3,396 $19,309

Region
Americas
EMEA
Asia
Total

95%
2%
3%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

7%
87%
6%
100%

79%
19%
2%

92%
5%
3%
100% 100%

24%
74%
2%

10%
84%
6%
100% 100%

As of December 2020
Residential Real Estate

$ 5,750

$1,900 $ 7,650

Region
Americas
EMEA
Asia
Total

88%
9%
3%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

11%
67%
22%
100%

98%
2%
–

91%
7%
2%
100% 100%

2%
93%
5%

9%
73%
18%
100% 100%

In the table above:
‰ Credit exposure includes loans and lending commitments
of $16.89 billion as of December 2021 and $5.71 billion
as of December 2020 which are extended to clients who
warehouse assets that are directly or indirectly secured by
residential real estate.

‰ Other metrics/unrated primarily includes loans purchased
by us. Our risk assessment process for such loans includes
reviewing certain key metrics, such as loan-to-value ratio,
delinquency status, collateral values, expected cash flows
and other risk factors.

In addition, we also have exposure to residential real estate
loans held for securitization of $11.57 billion as of
December 2021 and $5.57 billion as of December 2020.
Such loans are
in our
consolidated balance sheets.

included in trading assets

Goldman Sachs 2021 Form 10-K 111

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Installment and Credit Card Lending. We originate
unsecured installment loans and credit card loans (pursuant
to revolving lines of credit) to consumers in the Americas.
The credit card lines are cancellable by us and therefore do
not result in credit exposure.

The table below presents our credit exposure from other
loans and lending commitments, and the concentration by
region,
agency
equivalents and other credit metrics.

internally determined public

rating

The table below presents our credit exposure from
originated installment and credit card funded loans, and the
concentration by the ten most concentrated U.S. states.

$ in millions

As of December 2021
Other

Lending
Commitments

Loans

Total

$8,530

$6,378 $14,908

As of December

2021

2020

$3,672

$3,823

Region
Americas
EMEA
Asia
Total

84%
15%
1%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

34%
37%
29%
100%

98%
–
2%

90%
9%
1%
100% 100%

90%
9%
1%

58%
25%
17%
100% 100%

$ in millions

Installment

California
Texas
Florida
New York
Illinois
New Jersey
Pennsylvania
Georgia
Ohio
Virginia
Other
Total

Credit Cards

California
Texas
New York
Florida
New Jersey
Illinois
Pennsylvania
Georgia
Ohio
Virginia
Other
Total

11%
9%
7%
7%
4%
4%
4%
3%
3%
3%
45%
100%

11%
9%
7%
7%
4%
4%
4%
3%
3%
3%
45%
100%

$8,212

$4,270

18%
9%
8%
8%
4%
4%
3%
3%
3%
2%
38%
100%

19%
9%
8%
8%
4%
4%
3%
3%
3%
3%
36%
100%

See Note 9 to the consolidated financial statements for
further information about the credit quality indicators of
installment and credit card loans.

Other. Other loans and lending commitments are extended
to clients who warehouse assets that are directly or
indirectly secured by consumer loans, including auto loans
and private student loans, and other assets. Other loans
also includes unsecured consumer and credit card loans
purchased by us.

112 Goldman Sachs 2021 Form 10-K

As of December 2020
Other

$4,174

$4,842 $ 9,016

Region
Americas
EMEA
Asia
Total

81%
17%
2%
100%

Credit Quality (Credit Rating Equivalent)
Investment-grade
Non-investment-grade
Other metrics/unrated
Total

44%
23%
33%
100%

98%
–
2%

90%
8%
2%
100% 100%

94%
6%
–

71%
14%
15%
100% 100%

In the table above:
‰ Credit exposure includes loans and lending commitments
extended
of
$11.09 billion as of December 2021 and $7.28 billion as
of December 2020.

clients who warehouse

assets

to

‰ Other metrics/unrated primarily includes consumer and
credit card loans purchased by us. Our risk assessment
process for such loans includes reviewing certain key
metrics, such as expected cash flows, delinquency status
and other risk factors.

In addition, we also have exposure to other loans held for
securitization of $467 million as of December 2021 and
$420 million as of December 2020. Such loans are included
in trading assets in our consolidated balance sheets.

Credit Hedges. To mitigate the credit risk associated with
our lending activities, we obtain credit protection on certain
loans and lending commitments through credit default
swaps, both single-name and index-based contracts, and
through the issuance of credit-linked notes.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Securities Financing Transactions. We enter
into
securities financing transactions in order to, among other
things, facilitate client activities, invest excess cash, acquire
securities to cover short positions and finance certain
activities. We bear credit risk related to resale agreements
and securities borrowed only to the extent that cash
advanced or the value of securities pledged or delivered to
the counterparty exceeds the value of
the collateral
received. We also have credit exposure on repurchase
agreements and securities loaned to the extent that the
value of securities pledged or delivered to the counterparty
for these transactions exceeds the amount of cash or
these
Securities
collateral
transactions primarily
and non-U.S.
government and agency obligations.

includes U.S.

collateral

received.

for

and

and
dealers

from brokers,

Other Credit Exposures. We are exposed to credit risk
from our receivables from brokers, dealers and clearing
counterparties.
organizations
customers
Receivables
clearing
and
organizations primarily consist of initial margin placed
with clearing organizations and receivables related to sales
of securities which have traded, but not yet settled. These
receivables generally have minimal credit risk due to the
low probability of clearing organization default and the
short-term nature of receivables related to securities
settlements. Receivables from customers and counterparties
generally consist of collateralized receivables related to
transactions and generally have
customer
minimal credit risk due to both the value of the collateral
received and the short-term nature of these receivables.

securities

The table below presents our credit exposure from
securities financing transactions and the concentration by
industry, region and internally determined public rating
agency equivalents.

The table below presents our other credit exposures and the
concentration by industry, region and internally determined
public rating agency equivalents.

$ in millions

As of December

$ in millions

2021

2020

Other Credit Exposures

Securities Financing Transactions

$34,505

$30,190

Industry
Financial Institutions
Funds
Municipalities & Nonprofit
Sovereign
Other (including Special Purpose Vehicles)
Total

Region
Americas
EMEA
Asia
Total

Credit Quality (Credit Rating Equivalent)
AAA
AA
A
BBB
BB or lower
Unrated
Total

34%
23%
5%
35%
3%
100%

36%
44%
20%
100%

19%
28%
33%
9%
11%
–
100%

39%
24%
5%
30%
2%
100%

33%
46%
21%
100%

15%
28%
40%
10%
5%
2%
100%

The table above reflects both netting agreements and
collateral that we consider when determining credit risk.

Industry
Financial Institutions
Funds
Other (including Special Purpose Vehicles)
Total

Region
Americas
EMEA
Asia
Total

Credit Quality (Credit Rating Equivalent)
AAA
AA
A
BBB
BB or lower
Unrated
Total

As of December

2021

2020

$61,187

$56,429

86%
9%
5%
100%

50%
43%
7%
100%

4%
47%
29%
6%
13%
1%
100%

85%
9%
6%
100%

54%
35%
11%
100%

5%
48%
27%
8%
11%
1%
100%

The table above reflects collateral that we consider when
determining credit risk.

Selected Exposures
We have credit and market exposures, as described below,
that have had heightened focus given recent events and
broad market concerns. Credit exposure represents the
potential for loss due to the default or deterioration in
credit quality of a counterparty or borrower. Market
exposure represents the potential for loss in value of our
long and short positions due to changes in market prices.

Goldman Sachs 2021 Form 10-K 113

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Country Exposures. High external
funding needs and
inconsistent monetary policy have
led to significant
depreciation of the Turkish Lira, prompting concerns about
foreign exchange reserves and economic instability. As of
December 2021, our total credit exposure to Turkey was
$1.39 billion, which was to non-sovereign counterparties or
borrowers. Such exposure consisted of $663 million related to
OTC derivatives, $160 million related to loans and lending
commitments and $567 million related to secured receivables.
After taking into consideration the benefit of hedges and
Turkish corporate and sovereign collateral, and other risk
mitigants provided by Turkish counterparties, our net credit
exposure was $290 million. In addition, our total market
exposure to Turkey as of December 2021 was $105 million,
primarily to non-sovereign issuers or underliers. Such exposure
consisted of $179 million related to debt, $(156) million related
to credit derivatives and $82 million related to equities.

Lebanon’s sovereign debt default and sharp currency
depreciation have led to concerns about its financial and
political stability. As of December 2021, our total credit
and market exposure to Lebanon was not material.

Zambia’s
sovereign debt default and liquidity pressures
aggravated by the COVID-19 pandemic have led to concerns
about the country’s financial stability. As of December 2021, our
total credit and market exposure to Zambia was not material.

Venezuela has delayed payments on its sovereign debt and
is experiencing deep economic and social crises. As of
December 2021, our total credit and market exposure to
Venezuela was not material.

Escalating political unrest in Ethiopia has led to concerns
about
the country’s political, economic and financial
stability. As of December 2021, our total credit and market
exposure to Ethiopia was not material.

substantially

all of which was

The potential for further sanctions on Russia has led to
concerns about its economic and financial stability. As of
December 2021, our total credit exposure to Russia was
to
$650 million,
non-sovereign counterparties or borrowers. Such exposure
consisted of $134 million related to OTC derivatives,
$177 million related to loans and lending commitments and
$339 million related to secured receivables. After taking into
consideration the benefit of Russian corporate and
sovereign collateral, and other risk mitigants provided by
Russian counterparties, our net credit exposure was
$293 million. In addition, our total market exposure to
Russia as of December 2021 was $414 million, primarily to
non-sovereign issuers or underliers. Such exposure consisted
of $258 million related to debt, $(531) million related to
credit derivatives and $687 million related to equities.

Liquidity pressures prompted the Argentine government to
default and restructure local and foreign obligations in
2020. Economic challenges persist and the country still
needs to secure new financial terms with the IMF. As of
December 2021, our total credit exposure to Argentina was
$102 million, which was to non-sovereign counterparties or
borrowers, and was primarily related to loans and lending
commitments. In addition, our total market exposure to
Argentina as of December 2021 was $91 million, primarily
to sovereign issuers or underliers. Such exposure consisted
of $70 million related to debt, $(14) million related to credit
derivatives and $35 million related to equities.

Escalating geopolitical conflict has led to concerns about
Ukraine’s political
stability. As of
and financial
December 2021, our total credit exposure to Ukraine was
not material. Our total market exposure to Ukraine as of
December 2021 was $236 million, primarily to sovereign
issuers or underliers.
consisted of
$164 million related to debt, $30 million related to credit
derivatives and $42 million related to equities.

Such exposure

114 Goldman Sachs 2021 Form 10-K

the

revenue,

We have a comprehensive framework to monitor, measure
and assess our country exposures and to determine our risk
appetite. We determine the country of risk by the location
of the counterparty, issuer or underlier’s assets, where they
generate
country in which they are
headquartered, the jurisdiction where a claim against them
could be enforced, and/or the government whose policies
affect their ability to repay their obligations. We monitor
our credit exposure to a specific country both at the
individual counterparty level, as well as at the aggregate
country level. See “Stress Tests” for information about
stress tests that are designed to estimate the direct and
indirect impact of events involving the above countries.

Operational Risk Management

Overview
Operational risk is the risk of an adverse outcome resulting
from inadequate or failed internal processes, people,
systems or
from external events. Our exposure to
operational risk arises from routine processing errors, as
well as extraordinary incidents, such as major systems
failures or legal and regulatory matters.

Potential types of loss events related to internal and external
operational risk include:
‰ Execution, delivery and process management;
‰ Business disruption and system failures;
‰ Employment practices and workplace safety;
‰ Clients, products and business practices;
‰ Damage to physical assets;
‰ Internal fraud; and
‰ External fraud.

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Operational Risk, which is independent of our revenue-
producing units and reports to our chief risk officer, has
primary responsibility for developing and implementing a
formalized framework for assessing, monitoring and
managing operational risk with the goal of maintaining our
exposure to operational risk at levels that are within our
risk appetite.

Operational Risk Management Process
Our process for managing operational risk includes the
critical components of our risk management framework
described in the “Overview and Structure of Risk
Management,” including a comprehensive data collection
process, as well as firmwide policies and procedures, for
operational risk events.

We combine top-down and bottom-up approaches to
manage and measure operational risk. From a top-down
perspective, our senior management assesses firmwide and
business-level operational risk profiles. From a bottom-up
perspective, our first and second lines of defense are
responsible for risk identification and risk management on
a day-to-day basis, including escalating operational risks
and risk events to senior management.

We maintain a comprehensive control framework designed
to provide a well-controlled environment to minimize
operational risks. The Firmwide Operational Risk and
Resilience Committee
for overseeing
operational risk, and for ensuring our business and
operational resilience.

responsible

is

Our operational risk management framework is designed to
comply with the operational risk measurement rules under
the Capital Framework and has evolved based on the
changing needs of our businesses and regulatory guidance.

We have established policies that require all employees to
report and escalate operational
risk events. When
operational risk events are identified, our policies require
that the events be documented and analyzed to determine
whether changes are required in our systems and/or
processes to further mitigate the risk of future events.

We use operational risk management applications to
capture, analyze, aggregate and report operational risk
event data and key metrics. One of our key risk
identification and assessment tools is an operational risk
and control self-assessment process, which is performed by
our managers. This process consists of the identification
and rating of operational risks, on a forward-looking basis,
and the related controls. The results from this process are
analyzed to evaluate operational risk exposures and
identify businesses, activities or products with heightened
levels of operational risk.

Risk Measurement
We measure our operational risk exposure using both
statistical modeling and scenario analyses, which involve
qualitative and quantitative assessments of internal and
external operational risk event data and internal control
factors for each of our businesses. Operational risk
measurement also incorporates an assessment of business
environment factors, including:
‰ Evaluations of the complexity of our business activities;
‰ The degree of automation in our processes;
‰ New activity information;
‰ The legal and regulatory environment; and
‰ Changes in the markets for our products and services,
including the diversity and sophistication of our
customers and counterparties.

The results from these scenario analyses are used to
monitor changes in operational risk and to determine
business lines that may have heightened exposure to
operational
risk. These analyses are used in the
determination of the appropriate level of operational risk
capital to hold. We also perform firmwide stress tests. See
“Overview and Structure of Risk Management” for
information about firmwide stress tests.

on

Types of Operational Risks
Increased
third-party
reliance
relationships has resulted in increased operational risks,
such as information and cyber security risk, third-party risk
and business resilience risk. We manage those risks as
follows:

technology

and

Information and Cyber Security Risk. Information and
cyber security risk is the risk of compromising the
confidentiality, integrity or availability of our data and
systems, leading to an adverse impact to us, our reputation,
our clients and/or the broader financial system. We seek to
minimize the occurrence and impact of unauthorized
access, disruption or use of information and/or information
systems. We deploy and operate preventive and detective
controls and processes to mitigate emerging and evolving
information security and cyber security threats, including
monitoring our network for known vulnerabilities and
signs of unauthorized attempts to access our data and
systems. There is increased information risk through
diversification of our data across external service providers,
including use of a variety of cloud-provided or -hosted
services and applications. See “Risk Factors” in Part I,
Item 1A of this Form 10-K for further information about
information and cyber security risk.

Goldman Sachs 2021 Form 10-K 115

T H E G O L D M A N S A C H S G R O U P ,
Management’s Discussion and Analysis

I N C . A N D S U B S I D I A R I E S

Third-Party Risk. Third-party risk, including vendor risk,
is the risk of an adverse impact due to reliance on third
parties performing services or activities on our behalf.
These risks may include legal, regulatory,
information
security, reputational, operational or any other risks
inherent in engaging a third party. We identify, manage and
report key third-party risks and conduct due diligence
across multiple risk domains,
including information
security and cyber security, resilience and additional third-
party dependencies. The Third-Party Risk Program
monitors, reviews and reassesses third-party risks on an
ongoing basis. See “Risk Factors” in Part I, Item 1A of this
Form 10-K for further information about third-party risk.

facilities, systems,

Business Resilience Risk. Business resilience risk is the
risk of disruption to our critical processes. We monitor
threats and assess risks and seek to ensure our state of
readiness in the event of a significant operational disruption
to the normal operations of our critical functions or their
dependencies, such as critical
third
parties, data and/or personnel. We approach BCP through
the lens of business and operational resilience. The
resilience framework defines the fundamental principles for
BCP and crisis management to ensure that critical functions
can continue to operate in the event of a disruption. The
business continuity program is comprehensive, consistent
firmwide and up-to-date, incorporating new information,
techniques and technologies as and when they become
available, and our resilience recovery plans incorporate and
test specific and measurable recovery time objectives in
accordance with local market best practices and regulatory
requirements, and under specific scenarios. See “Regulatory
and Other Matters — Other Matters” for information
the COVID-19 pandemic. See
about
“Business — Business Continuity and Information
Security” in Part I, Item 1 of this Form 10-K for further
information about business continuity.

the impact of

Model Risk Management

Overview
Model risk is the potential for adverse consequences from
decisions made based on model outputs that may be
incorrect or used inappropriately. We rely on quantitative
models across our business activities primarily to value
to monitor and
certain financial assets and liabilities,
manage our risk, and to measure and monitor our
regulatory capital.

Model Risk, which is independent of our revenue-producing
units, model developers, model owners and model users, and
reports to our chief risk officer, has primary responsibility for
assessing, monitoring and managing our model risk through
firmwide oversight across our global businesses, and
provides periodic updates to senior management, risk
committees and the Risk Committee of the Board.

116 Goldman Sachs 2021 Form 10-K

framework is managed
Our model risk management
through a governance structure and risk management
controls, which encompass standards designed to ensure we
maintain a comprehensive model inventory, including risk
assessment and classification, sound model development
practices,
independent review and model-specific usage
controls. The Firmwide Model Risk Control Committee
oversees our model risk management framework.

Model Review and Validation Process
Model Risk consists of quantitative professionals who
perform an independent review, validation and approval of
our models. This review includes an analysis of the model
documentation, independent testing, an assessment of the
appropriateness of the methodology used, and verification
of
and
implementation standards.

compliance with model

development

We regularly refine and enhance our models to reflect
changes in market or economic conditions and our business
mix. All models are reviewed on an annual basis, and new
models or significant changes to existing models and their
assumptions are approved prior to implementation.

The model validation process incorporates a review of
models and trade and risk parameters across a broad range
of scenarios (including extreme conditions) in order to
critically evaluate and verify:
‰ The model’s

including the
reasonableness of model assumptions, and suitability for
intended use;

soundness,

conceptual

‰ The testing strategy utilized by the model developers to

ensure that the models function as intended;

‰ The suitability of the calculation techniques incorporated

in the model;

‰ The model’s accuracy in reflecting the characteristics of

the related product and its significant risks;
‰ The model’s consistency with models

for

similar

products; and
‰ The model’s
assumptions.

sensitivity to input parameters and

See “Critical Accounting Policies — Fair Value — Review
of Valuation Models,” “Liquidity Risk Management,”
“Market Risk Management,” “Credit Risk Management”
and “Operational Risk Management” for
further
information about our use of models within these areas.

Our internal control over financial reporting includes
policies and procedures that pertain to the maintenance of
records that, in reasonable detail, accurately and fairly
reflect transactions and dispositions of assets; provide
reasonable assurance that transactions are recorded as
necessary to permit preparation of financial statements in
accordance with U.S. generally accepted accounting
principles, and that receipts and expenditures are being
in accordance with authorizations of
made only
management and the directors of the firm; and provide
reasonable assurance regarding prevention or
timely
detection of unauthorized acquisition, use or disposition of
the firm’s assets that could have a material effect on our
financial statements.

31,

has

been

2021

The firm’s internal control over financial reporting as of
December
by
PricewaterhouseCoopers LLP (PCAOB ID 238), an
independent registered public accounting firm, as stated in
their report appearing on pages 118 to 120, which
expresses an unqualified opinion on the effectiveness of the
firm’s internal control over financial reporting as of
December 31, 2021.

audited

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Item 7A. Quantitative and Qualitative
Disclosures About Market Risk

Quantitative and qualitative disclosures about market risk
are set forth in “Management’s Discussion and Analysis of
Financial Condition and Results of Operations — Risk
Management” in Part II, Item 7 of this Form 10-K.

Item 8. Financial Statements and
Supplementary Data
Management’s Report on Internal Control
over Financial Reporting

reporting is a process designed under

Management of The Goldman Sachs Group, Inc., together
with its consolidated subsidiaries (the firm), is responsible
for establishing and maintaining adequate internal control
over financial reporting. The firm’s internal control over
financial
the
supervision of the firm’s principal executive and principal
financial officers to provide reasonable assurance regarding
the reliability of financial reporting and the preparation of
the firm’s financial statements for external reporting
purposes in accordance with U.S. generally accepted
accounting principles.

As of December 31, 2021, management conducted an
assessment of the firm’s internal control over financial
reporting based on the framework established in Internal
Control — Integrated Framework (2013) issued by the
Committee of Sponsoring Organizations of the Treadway
Commission
assessment,
management has determined that the firm’s internal control
over financial reporting as of December 31, 2021 was
effective.

(COSO). Based

this

on

Goldman Sachs 2021 Form 10-K 117

Report of Independent Registered Public
Accounting Firm

To the Board of Directors and Shareholders of The
Goldman Sachs Group, Inc.:

Opinions on the Financial Statements and Internal
Control over Financial Reporting

We have audited the accompanying consolidated balance
sheets of The Goldman Sachs Group,
Inc. and its
subsidiaries (the Company) as of December 31, 2021 and
2020, and the related consolidated statements of earnings,
of comprehensive income, of changes in shareholders’
equity and of cash flows for each of the three years in the
period ended December 31, 2021, including the related
notes (collectively referred to as the “consolidated financial
statements”). We also have audited the Company’s internal
control over financial reporting as of December 31, 2021,
based on criteria established in Internal Control —
Integrated Framework (2013) issued by the Committee of
Sponsoring Organizations of the Treadway Commission
(COSO).

In our opinion,
the consolidated financial statements
referred to above present fairly, in all material respects, the
financial position of the Company as of December 31, 2021
and 2020, and the results of its operations and its cash
flows for each of the three years in the period ended
December 31, 2021 in conformity with accounting
principles generally accepted in the United States of
America. Also in our opinion, the Company maintained, in
all material respects, effective internal control over financial
reporting as of December 31, 2021, based on criteria
established in Internal Control — Integrated Framework
(2013) issued by the COSO.

Change in Accounting Principle

As discussed in Note 3 to the consolidated financial
statements, the Company changed the manner in which it
accounts for credit losses on certain financial instruments in
2020.

118 Goldman Sachs 2021 Form 10-K

Basis for Opinions

The Company’s management
is responsible for these
consolidated financial statements, for maintaining effective
internal control over financial reporting, and for its
assessment of the effectiveness of internal control over
financial reporting, included in Management’s Report on
Internal Control over Financial Reporting appearing on
page 117. Our responsibility is to express opinions on the
Company’s consolidated financial statements and on the
Company’s internal control over financial reporting based
on our audits. We are a public accounting firm registered
with the Public Company Accounting Oversight Board
required to be
(PCAOB) and are
(United States)
independent with respect to the Company in accordance
with the U.S. federal securities laws and the applicable rules
and regulations of the Securities and Exchange Commission
and the PCAOB.

We conducted our audits in accordance with the standards
of the PCAOB. Those standards require that we plan and
perform the audits to obtain reasonable assurance about
whether the consolidated financial statements are free of
material misstatement, whether due to error or fraud, and
whether effective internal control over financial reporting
was maintained in all material respects.

the

the consolidated financial

Our audits of
statements
included performing procedures to assess the risks of
material misstatement of
consolidated financial
statements, whether due to error or fraud, and performing
procedures that respond to those risks. Such procedures
included examining, on a test basis, evidence regarding the
amounts and disclosures in the consolidated financial
statements. Our audits also included evaluating the
accounting principles used and significant estimates made
by management, as well as evaluating the overall
presentation of the consolidated financial statements. Our
audit of internal control over financial reporting included
obtaining an understanding of
internal control over
financial reporting, assessing the risk that a material
weakness exists, and testing and evaluating the design and
operating effectiveness of internal control based on the
assessed risk. Our audits also included performing such
other procedures as we considered necessary in the
circumstances. We believe that our audits provide a
reasonable basis for our opinions.

Definition and Limitations of
Financial Reporting

Internal Control over

Valuation of Certain Level 3 Financial Instruments

Report of Independent Registered Public
Accounting Firm

A company’s internal control over financial reporting is a
process designed to provide reasonable assurance regarding
the reliability of financial reporting and the preparation of
financial statements for external purposes in accordance
with generally accepted accounting principles. A company’s
internal control over financial reporting includes those
policies and procedures that (i) pertain to the maintenance
of records that, in reasonable detail, accurately and fairly
reflect the transactions and dispositions of the assets of the
company;
that
to permit
transactions
preparation of financial statements in accordance with
generally accepted accounting principles, and that receipts
and expenditures of the company are being made only in
accordance with authorizations of management and
directors of the company; and (iii) provide reasonable
assurance regarding prevention or timely detection of
unauthorized acquisition, use, or disposition of
the
company’s assets that could have a material effect on the
financial statements.

recorded as necessary

reasonable

assurance

provide

are

(ii)

not

reporting may

Because of its inherent limitations, internal control over
detect
financial
misstatements. Also, projections of any evaluation of
effectiveness to future periods are subject to the risk that
controls may become inadequate because of changes in
conditions, or that the degree of compliance with the
policies or procedures may deteriorate.

prevent

or

Critical Audit Matters

The critical audit matters communicated below are matters
arising from the current period audit of the consolidated
financial statements that were communicated or required to
be communicated to the audit committee and that (i) relate
to accounts or disclosures that are material
to the
consolidated financial statements and (ii) involved our
especially challenging, subjective, or complex judgments.
The communication of critical audit matters does not alter
in any way our opinion on the consolidated financial
taken as a whole, and we are not, by
statements,
communicating the critical audit matters below, providing
separate opinions on the critical audit matters or on the
accounts or disclosures to which they relate.

As described in Notes 4 through 10 to the consolidated
financial statements, as of December 31, 2021,
the
Company carries financial instruments at fair value, which
includes $24.1 billion of financial assets and $29.2 billion
of financial liabilities classified in Level 3 of the fair value
hierarchy, as one or more inputs
to the financial
instrument’s valuation technique are significant and
unobservable. Significant unobservable inputs used by
management to value certain of these Level 3 financial
instruments included (i) industry multiples and public
comparables, (ii) credit spreads or (iii) correlation.

The principal considerations for our determination that
performing procedures relating to the valuation of these
certain Level 3 financial instruments is a critical audit
matter are (i) the significant judgment by management in
valuing the financial instruments, which in turn led to a
high degree of auditor judgment, subjectivity, and effort in
performing procedures and evaluating audit evidence
related to the aforementioned significant unobservable
inputs used in the valuation of certain Level 3 financial
instruments, and (ii) the audit effort involved the use of
professionals with specialized skill and knowledge.

Addressing the matter involved performing procedures and
evaluating audit evidence in connection with forming our
overall opinion on the consolidated financial statements.
These procedures included testing the effectiveness of
controls relating to the valuation of financial instruments,
including controls over
the methods and significant
unobservable inputs used in the valuation of certain Level 3
financial
instruments. These procedures also included,
among others, for a sample of financial instruments, the
involvement of professionals with specialized skill and
knowledge to assist
in (i) developing an independent
estimate of fair value or (ii) testing management’s process to
determine the fair value of these financial instruments.
Developing the independent estimate involved (i) testing the
completeness
and accuracy of data provided by
management, (ii) evaluating and utilizing management’s
significant unobservable inputs or developing independent
significant unobservable
comparing
management’s estimate to the independently developed
fair value. Testing management’s process
estimate of
the
included
aforementioned significant unobservable inputs, evaluating
the appropriateness of the techniques used, and testing the
completeness and accuracy of data used by management to
determine the fair value of these instruments.

inputs, and (iii)

reasonableness

evaluating

the

of

Goldman Sachs 2021 Form 10-K 119

Addressing the matter involved performing procedures and
evaluating audit evidence in connection with forming our
overall opinion on the consolidated financial statements.
These procedures included testing the effectiveness of
controls relating to the Company’s allowance for loan
losses for the wholesale loan portfolio, including controls
over the model, certain data, and significant assumptions.
These procedures also included, among others, testing
management’s process for estimating the allowance for loan
losses for the wholesale loan portfolio using a modeled
approach, which involved evaluating the appropriateness of
the methodology and testing the completeness and accuracy
of certain data used in estimating the allowance for loan
losses. The procedures
also involved the use of
professionals with specialized skill and knowledge to assist
in evaluating (i) the appropriateness of the model and
methodology and (ii) the reasonableness of the internal
credit ratings and the forecasted U.S. unemployment rates
used in estimating the allowance for loan losses for the
wholesale loan portfolio.

/s/ PricewaterhouseCoopers LLP

New York, New York
February 24, 2022

We have served as the Company’s auditor since 1922.

Report of Independent Registered Public
Accounting Firm

Allowance for Loan Losses — Wholesale Loan Portfolio

In addition,

As described in Note 9 to the consolidated financial
statements, the Company’s allowance for loan losses for the
wholesale loan portfolio reflects management’s estimate of
loan losses over the remaining expected life of the loans and
also considers forecasts of future economic conditions. As
of December 31, 2021, $2.1 billion of the allowance for
loan losses and $131.6 billion of the loans accounted for at
amortized cost related to the wholesale loan portfolio. The
allowance for loan losses for the wholesale loan portfolio is
measured on a collective basis for loans that exhibit similar
risk characteristics using a modeled approach and asset-
specific basis for loans that do not share similar risk
characteristics.
includes qualitative
components to reflect the uncertain nature of economic
forecasting, capture uncertainty regarding model inputs,
and account for model imprecision and concentration risk.
The wholesale models determine the probability of default
and loss given default based on various risk factors,
including internal credit ratings, industry default and loss
the
data,
borrower’s capacity to meet its financial obligations, the
borrower’s country of risk and industry, loan seniority and
collateral type. The most significant inputs to the forecast
forecasted U.S.
model
unemployment rates, GDP, credit spreads, commercial and
industrial delinquency rates, short- and long-term interest
rates, and oil prices.

expected life, macroeconomic

for wholesale

indicators,

include

loans

it

The principal considerations for our determination that
performing procedures relating to the allowance for loan
losses for the wholesale loan portfolio is a critical audit
matter are (i) the significant judgment and estimation by
management in the determinations of internal credit ratings
and the forecasted U.S. unemployment rates, which in turn
led to a high degree of auditor judgment, subjectivity, and
effort
in performing procedures and evaluating audit
evidence related to management’s determinations, and
(ii) the audit effort involved the use of professionals with
specialized skill and knowledge.

120 Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,
Consolidated Statements of Earnings

I N C . A N D S U B S I D I A R I E S

in millions, except per share amounts

Revenues
Investment banking
Investment management
Commissions and fees
Market making
Other principal transactions
Total non-interest revenues

Interest income
Interest expense
Net interest income
Total net revenues

Provision for credit losses

Operating expenses
Compensation and benefits
Transaction based
Market development
Communications and technology
Depreciation and amortization
Occupancy
Professional fees
Other expenses
Total operating expenses

Pre-tax earnings
Provision for taxes
Net earnings
Preferred stock dividends
Net earnings applicable to common shareholders

Earnings per common share
Basic
Diluted

Average common shares
Basic
Diluted

Consolidated Statements of Comprehensive Income

$ in millions

Net earnings
Other comprehensive income/(loss) adjustments, net of tax:

Currency translation
Debt valuation adjustment
Pension and postretirement liabilities
Available-for-sale securities

Other comprehensive income/(loss)
Comprehensive income

Year Ended December

2021

2020

2019

$14,168
8,059
3,619
15,352
11,671
52,869

12,120
5,650
6,470
59,339

$ 9,141
6,923
3,548
15,546
4,651
39,809

13,689
8,938
4,751
44,560

$ 6,798
6,189
2,988
10,157
6,052
32,184

21,738
17,376
4,362
36,546

357

3,098

1,065

17,719
4,710
553
1,573
2,015
981
1,648
2,739
31,938

27,044
5,409
21,635
484
$21,151

13,309
4,141
401
1,347
1,902
960
1,306
5,617
28,983

12,479
3,020
9,459
544
$ 8,915

12,353
3,513
739
1,167
1,704
1,029
1,316
3,077
24,898

10,583
2,117
8,466
569
$ 7,897

$ 60.25
$ 59.45

$ 24.94
$ 24.74

$ 21.18
$ 21.03

350.5
355.8

356.4
360.3

371.6
375.5

Year Ended December

2021

2020

2019

$21,635

$ 9,459

$ 8,466

(42)
322
41
(955)
(634)
$21,001

(80)
(261)
(26)
417
50
$ 9,509

5
(2,079)
(261)
158
(2,177)
$ 6,289

The accompanying notes are an integral part of these consolidated financial statements.

Goldman Sachs 2021 Form 10-K 121

T H E G O L D M A N S A C H S G R O U P ,
Consolidated Balance Sheets

I N C . A N D S U B S I D I A R I E S

$ in millions

Assets
Cash and cash equivalents
Collateralized agreements:

Securities purchased under agreements to resell (at fair value)
Securities borrowed (includes $39,955 and $28,898 at fair value)
Customer and other receivables (includes $42 and $82 at fair value)
Trading assets (at fair value and includes $68,208 and $69,031 pledged as collateral)
Investments (includes $83,427 and $82,778 at fair value, and $12,840 and $13,375 pledged as collateral)
Loans (net of allowance of $3,573 and $3,874, and includes $10,769 and $13,625 at fair value)
Other assets
Total assets

Liabilities and shareholders’ equity
Deposits (includes $35,425 and $16,176 at fair value)
Collateralized financings:

Securities sold under agreements to repurchase (at fair value)
Securities loaned (includes $9,170 and $1,053 at fair value)
Other secured financings (includes $17,074 and $24,126 at fair value)

Customer and other payables
Trading liabilities (at fair value)
Unsecured short-term borrowings (includes $29,832 and $26,750 at fair value)
Unsecured long-term borrowings (includes $52,390 and $40,911 at fair value)
Other liabilities (includes $359 and $263 at fair value)
Total liabilities

Commitments, contingencies and guarantees

As of December

2021

2020

$ 261,036 $ 155,842

205,703
178,771
160,673
375,916
88,719
158,562
34,608

108,060
142,160
121,331
393,630
88,445
116,115
37,445
$1,463,988 $1,163,028

$ 364,227 $ 259,962

165,883
46,505
18,544
251,931
181,424
46,955
254,092
24,501

126,571
21,621
25,755
190,658
153,727
52,870
213,481
22,451
1,354,062 1,067,096

Shareholders’ equity
Preferred stock; aggregate liquidation preference of $10,703 and $11,203
Common stock; 906,430,314 and 901,692,039 shares issued, and 333,573,254 and 344,088,725 shares outstanding
Share-based awards
Nonvoting common stock; no shares issued and outstanding
Additional paid-in capital
Retained earnings
Accumulated other comprehensive loss
Stock held in treasury, at cost; 572,857,062 and 557,603,316 shares
Total shareholders’ equity
Total liabilities and shareholders’ equity

10,703
9
4,211
–
56,396
131,811
(2,068)
(91,136)
109,926

11,203
9
3,468
–
55,679
112,947
(1,434)
(85,940)
95,932
$1,463,988 $1,163,028

The accompanying notes are an integral part of these consolidated financial statements.

122 Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,
Consolidated Statements of Changes in Shareholders’ Equity

I N C . A N D S U B S I D I A R I E S

$ in millions

Preferred stock
Beginning balance
Issued
Redeemed
Ending balance
Common stock
Beginning balance
Issued
Ending balance
Share-based awards
Beginning balance
Issuance and amortization of share-based awards
Delivery of common stock underlying share-based awards
Forfeiture of share-based awards
Ending balance
Additional paid-in capital
Beginning balance
Delivery of common stock underlying share-based awards
Cancellation of share-based awards in satisfaction of withholding tax requirements
Issuance costs of redeemed preferred stock
Other
Ending balance
Retained earnings
Beginning balance, as previously reported
Cumulative effect of change in accounting principle for:

Current expected credit losses, net of tax
Leases, net of tax

Beginning balance, adjusted
Net earnings
Dividends and dividend equivalents declared on common stock and share-based awards
Dividends declared on preferred stock
Preferred stock redemption premium
Ending balance
Accumulated other comprehensive income/(loss)
Beginning balance
Other comprehensive income/(loss)
Ending balance
Stock held in treasury, at cost
Beginning balance
Repurchased
Reissued
Other
Ending balance
Total shareholders’ equity

Year Ended December

2021

2020

2019

$ 11,203
2,175
(2,675)
10,703

$ 11,203
350
(350)
11,203

$ 11,203
1,100
(1,100)
11,203

9
–
9

3,468
2,527
(1,626)
(158)
4,211

55,679
1,678
(984)
24
(1)
56,396

9
–
9

3,195
1,967
(1,601)
(93)
3,468

54,883
1,619
(829)
–
6
55,679

9
–
9

2,845
2,073
(1,623)
(100)
3,195

54,005
1,617
(743)
4
–
54,883

112,947

106,465

100,100

–
–
112,947
21,635
(2,287)
(443)
(41)
131,811

(1,434)
(634)
(2,068)

(638)
–
105,827
9,459
(1,795)
(543)
(1)
112,947

(1,484)
50
(1,434)

–
12
100,112
8,466
(1,544)
(560)
(9)
106,465

693
(2,177)
(1,484)

(85,940)
(5,200)
11
(7)
(91,136)
$109,926

(84,006)
(1,928)
11
(17)
(85,940)
$ 95,932

(78,670)
(5,335)
12
(13)
(84,006)
$ 90,265

The accompanying notes are an integral part of these consolidated financial statements.

Goldman Sachs 2021 Form 10-K 123

T H E G O L D M A N S A C H S G R O U P ,
Consolidated Statements of Cash Flows

I N C . A N D S U B S I D I A R I E S

$ in millions

Cash flows from operating activities
Net earnings
Adjustments to reconcile net earnings to net cash provided by/(used for) operating activities:

Depreciation and amortization
Deferred income taxes
Share-based compensation
Gain related to extinguishment of unsecured borrowings
Provision for credit losses

Changes in operating assets and liabilities:

Customer and other receivables and payables, net
Collateralized transactions (excluding other secured financings), net
Trading assets
Trading liabilities
Loans held for sale, net
Other, net

Net cash provided by/(used for) operating activities
Cash flows from investing activities
Purchase of property, leasehold improvements and equipment
Proceeds from sales of property, leasehold improvements and equipment
Net cash used for business acquisitions
Purchase of investments
Proceeds from sales and paydowns of investments
Loans (excluding loans held for sale), net
Net cash used for investing activities
Cash flows from financing activities
Unsecured short-term borrowings, net
Other secured financings (short-term), net
Proceeds from issuance of other secured financings (long-term)
Repayment of other secured financings (long-term), including the current portion
Purchase of Trust Preferred securities
Proceeds from issuance of unsecured long-term borrowings
Repayment of unsecured long-term borrowings, including the current portion
Derivative contracts with a financing element, net
Deposits, net
Preferred stock redemption
Common stock repurchased
Settlement of share-based awards in satisfaction of withholding tax requirements
Dividends and dividend equivalents paid on common stock, preferred stock and share-based awards
Proceeds from issuance of preferred stock, net of issuance costs
Other financing, net
Net cash provided by financing activities
Net increase in cash and cash equivalents
Cash and cash equivalents, beginning balance
Cash and cash equivalents, ending balance

Supplemental disclosures:
Cash payments for interest, net of capitalized interest
Cash payments for income taxes, net

See Notes 12 and 16 for information about non-cash activities.

Year Ended December

2021

2020

2019

$ 21,635

$

9,459

$

8,466

2,015
5
2,348
–
357

21,971
(70,058)
15,232
26,616
(5,556)
(13,644)
921

(4,667)
3,933
–
(39,912)
45,701
(35,520)
(30,465)

2,137
(1,320)
4,795
(6,590)
–
92,717
(52,608)
1,121
103,538
(2,675)
(5,200)
(985)
(2,725)
2,172
361
134,738
105,194
155,842
$261,036

1,902
(833)
1,920
(1)
3,098

(30,895)
(13,007)
(33,405)
44,892
1,820
1,322
(13,728)

(6,309)
2,970
(231)
(48,670)
29,057
(11,173)
(34,356)

7,707
2,861
8,073
(4,137)
(11)
47,250
(55,040)
1,037
67,343
(350)
(1,928)
(830)
(2,336)
349
392
70,380
22,296
133,546
$155,842

1,704
(334)
2,018
(20)
1,065

(7,693)
94,991
(68,682)
(231)
(1,458)
(5,958)
23,868

(8,443)
6,632
(803)
(29,773)
17,812
(9,661)
(24,236)

14
(2,050)
7,257
(7,468)
(206)
22,381
(43,936)
3,952
31,214
(1,100)
(5,335)
(745)
(2,104)
1,098
395
3,367
2,999
130,547
$133,546

$
$

5,521
6,195

$
$

9,091
2,754

$ 18,645
1,266
$

The accompanying notes are an integral part of these consolidated financial statements.

124 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 1.
Description of Business

The Goldman Sachs Group, Inc. (Group Inc. or parent
together with its
company), a Delaware corporation,
consolidated subsidiaries (collectively, the firm), is a leading
global financial institution that delivers a broad range of
financial services across investment banking, securities,
investment management and consumer banking to a large
includes corporations,
and diversified client base that
financial
and individuals.
institutions,
Founded in 1869, the firm is headquartered in New York
and maintains offices in all major financial centers around
the world.

governments

The firm reports its activities in four business segments:

Investment Banking
The firm provides a broad range of investment banking
services to a diverse group of corporations, financial
institutions, investment funds and governments. Services
include strategic advisory assignments with respect to
mergers and acquisitions, divestitures, corporate defense
activities, restructurings and spin-offs, and equity and debt
underwriting of public offerings and private placements.
The firm also provides lending to corporate clients,
including relationship lending, middle-market lending and
acquisition financing. The firm also provides transaction
banking services to certain corporate clients.

Global Markets
The firm facilitates client transactions and makes markets
in fixed income, equity, currency and commodity products
with institutional clients, such as corporations, financial
institutions, investment funds and governments. The firm
also makes markets in and clears institutional client
transactions on major stock, options and futures exchanges
worldwide and provides prime brokerage and other equities
including securities lending, margin
financing activities,
lending and swaps. The firm also provides financing to
clients through securities purchased under agreements to
resell (resale agreements), and through structured credit,
warehouse and asset-backed lending.

Asset Management
The firm manages assets and offers investment products
(primarily through separately managed accounts and
commingled vehicles, such as mutual funds and private
investment funds) across all major asset classes to a diverse
set of institutional clients and a network of third-party
distributors around the world. The firm makes equity
investments, which include alternative investing activities
in
related to public and private equity investments
corporate, real estate and infrastructure assets, as well as
investments
through consolidated investment entities,
substantially all of which are engaged in real estate
investment activities. The firm also invests in corporate
debt and provides financing for real estate and other assets.

Consumer & Wealth Management
The firm provides investing and wealth advisory solutions,
including financial planning and counseling, executing
brokerage transactions and managing assets for individuals
in its wealth management business. The firm also provides
loans, accepts deposits and provides investing services
through its consumer banking digital platform, Marcus by
Goldman Sachs, and through its private bank, as well as
issues credit cards to consumers.

Note 2.
Basis of Presentation

These consolidated financial statements are prepared in
accordance with accounting principles generally accepted in
the United States (U.S. GAAP) and include the accounts of
Group Inc. and all other entities in which the firm has a
controlling financial
interest. Intercompany transactions
and balances have been eliminated.

31,

All references to 2021, 2020 and 2019 refer to the firm’s
the dates, as the context requires,
years ended, or
and
2021, December
December
December 31, 2019, respectively. Any reference to a future
year refers to a year ending on December 31 of that year.
Certain reclassifications have been made to previously
reported amounts to conform to the current presentation.

2020

31,

Goldman Sachs 2021 Form 10-K 125

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 3.
Significant Accounting Policies

The firm’s significant accounting policies include when and
how to measure the fair value of assets and liabilities,
measuring the allowance for credit losses on loans and
lending commitments accounted for at amortized cost, and
when to consolidate an entity. See Note 4 for policies on
fair value measurements, Note 9 for policies on the
allowance for credit losses, and below and Note 17 for
policies on consolidation accounting. All other significant
accounting policies are either described below or included
in the following footnotes:

Fair Value Measurements

Trading Assets and Liabilities

Trading Cash Instruments

Derivatives and Hedging Activities

Investments

Loans

Fair Value Option

Collateralized Agreements and Financings

Other Assets

Deposits

Unsecured Borrowings

Other Liabilities

Securitization Activities

Variable Interest Entities

Note 4

Note 5

Note 6

Note 7

Note 8

Note 9

Note 10

Note 11

Note 12

Note 13

Note 14

Note 15

Note 16

Note 17

Commitments, Contingencies and Guarantees Note 18

Shareholders’ Equity

Regulation and Capital Adequacy

Earnings Per Common Share

Transactions with Affiliated Funds

Interest Income and Interest Expense

Income Taxes

Business Segments

Credit Concentrations

Legal Proceedings

Employee Benefit Plans

Employee Incentive Plans

Parent Company

126 Goldman Sachs 2021 Form 10-K

Note 19

Note 20

Note 21

Note 22

Note 23

Note 24

Note 25

Note 26

Note 27

Note 28

Note 29

Note 30

Consolidation
The firm consolidates entities in which the firm has a
controlling financial interest. The firm determines whether
it has a controlling financial interest in an entity by first
evaluating whether the entity is a voting interest entity or a
variable interest entity (VIE).

Voting Interest Entities. Voting interest entities are
entities in which (i) the total equity investment at risk is
sufficient to enable the entity to finance its activities
independently and (ii) the equity holders have the power to
direct the activities of the entity that most significantly
impact its economic performance, the obligation to absorb
the losses of the entity and the right to receive the residual
returns of the entity. The usual condition for a controlling
financial interest in a voting interest entity is ownership of a
majority voting interest. If the firm has a controlling
majority voting interest in a voting interest entity, the entity
is consolidated.

Variable Interest Entities. A VIE is an entity that lacks
one or more of the characteristics of a voting interest entity.
The firm has a controlling financial interest in a VIE when
the firm has a variable interest or interests that provide it
with (i) the power to direct the activities of the VIE that
most significantly impact the VIE’s economic performance
and (ii) the obligation to absorb losses of the VIE or the
right to receive benefits from the VIE that could potentially
be significant
to the VIE. See Note 17 for further
information about VIEs.

Equity-Method Investments. When the firm does not
have a controlling financial interest in an entity but can
exert significant influence over the entity’s operating and
financial policies, the investment is generally accounted for
at fair value by electing the fair value option available under
U.S. GAAP. Significant influence generally exists when the
firm owns 20% to 50% of the entity’s common stock or
in-substance common stock.

In certain cases, the firm applies the equity method of
accounting to new investments that are strategic in nature
or closely related to the firm’s principal business activities,
when the firm has a significant degree of involvement in the
cash flows or operations of the investee or when cost-
benefit considerations are less significant. See Note 8 for
further information about equity-method investments.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Investment Funds. The firm has formed investment funds
with third-party investors. These funds are typically
organized as limited partnerships or limited liability
companies for which the firm acts as general partner or
manager. Generally, the firm does not hold a majority of
the economic interests in these funds. These funds are
usually voting interest entities and generally are not
consolidated because third-party investors typically have
rights to terminate the funds or to remove the firm as
general partner or manager. Investments in these funds are
generally measured at net asset value (NAV) and are
included in investments. See Notes 8, 18 and 22 for further
information about investments in funds.

Use of Estimates
these consolidated financial statements
Preparation of
requires management
to make certain estimates and
assumptions, the most important of which relate to fair
value measurements, the allowance for credit losses on
loans and lending commitments accounted for at amortized
cost, accounting for goodwill and identifiable intangible
assets, provisions for losses that may arise from litigation
and regulatory proceedings
(including governmental
investigations), and accounting for income taxes. These
estimates and assumptions are based on the best available
information but actual results could be materially different.

Revenue Recognition
Financial Assets and Liabilities at Fair Value. Trading
assets and liabilities and certain investments are carried at
fair value either under the fair value option or in accordance
with other U.S. GAAP. In addition, the firm has elected to
account for certain of its loans and other financial assets
and liabilities at fair value by electing the fair value option.
The fair value of a financial instrument is the amount that
would be received to sell an asset or paid to transfer a
liability in an orderly transaction between market
participants at the measurement date. Financial assets are
marked to bid prices and financial liabilities are marked to
offer prices. Fair value measurements do not include
transaction costs. Fair value gains or losses are generally
included in market making or other principal transactions.
fair value
See Note 4 for further information about
measurements.

Revenue from Contracts with Clients. The firm
recognizes revenue earned from contracts with clients for
services,
investment
investment
management, and execution and clearing (contracts with
clients), when the performance obligations related to the
underlying transaction are completed.

banking,

such

as

clients

from contracts with

Revenues
represent
approximately 45% of total non-interest revenues for both
2021 and 2020 (including approximately 90% of
investment banking revenues, approximately 95% of
investment management revenues and all commissions and
fees), and approximately 45% of
total non-interest
revenues for 2019 (including approximately 85% of
investment banking revenues, approximately 95% of
investment management revenues and all commissions and
fees). See Note 25 for information about net revenues by
business segment.

Investment Banking
Advisory. Fees from financial advisory assignments are
recognized in revenues when the services related to the
underlying transaction are completed under the terms of the
and milestone
assignment. Non-refundable deposits
payments
advisory
assignments are recognized in revenues upon completion of
the underlying transaction or when the assignment is
otherwise concluded.

connection with

financial

in

Expenses associated with financial advisory assignments
are recognized when incurred and are included in
transaction based expenses. Client reimbursements for such
expenses are included in investment banking revenues.

Underwriting. Fees from underwriting assignments are
recognized in revenues upon completion of the underlying
transaction based on the terms of the assignment.

Expenses associated with underwriting assignments are
generally deferred until the related revenue is recognized or
the assignment is otherwise concluded. Such expenses are
included in transaction based expenses for completed
assignments.

Goldman Sachs 2021 Form 10-K 127

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Investment Management
The firm earns management fees and incentive fees for
investment management services, which are included in
investment management
firm makes
payments to brokers and advisors related to the placement
of the firm’s investment funds (distribution fees), which are
included in transaction based expenses.

revenues. The

Management Fees. Management fees for mutual funds
are calculated as a percentage of daily net asset value and
are received monthly. Management fees for hedge funds
and separately managed accounts are calculated as a
percentage of month-end net asset value and are generally
received quarterly. Management fees for private equity
funds are calculated as a percentage of monthly invested
capital or committed capital and are received quarterly,
semi-annually or annually, depending on the fund.
Management fees are recognized over time in the period the
services are provided.

Distribution fees paid by the firm are calculated based on
either a percentage of the management fee, the investment
fund’s net asset value or the committed capital. Such fees
are included in transaction based expenses.

Incentive Fees.
Incentive fees are calculated as a
percentage of a fund’s or separately managed account’s
return, or excess return above a specified benchmark or
other performance target. Incentive fees are generally based
on investment performance over a twelve-month period or
over the life of a fund. Fees that are based on performance
over a twelve-month period are subject to adjustment prior
to the end of the measurement period. For fees that are
based on investment performance over the life of the fund,
future investment underperformance may require fees
previously distributed to the firm to be returned to the fund.

Incentive fees earned from a fund or separately managed
account are recognized when it is probable that a significant
reversal of such fees will not occur, which is generally when
such fees are no longer subject to fluctuations in the market
investments held by the fund or separately
value of
managed account. Therefore,
incentive fees recognized
during the period may relate to performance obligations
satisfied in previous periods.

128 Goldman Sachs 2021 Form 10-K

Commissions and Fees
The firm earns commissions and fees from executing and
clearing client transactions on stock, options and futures
markets, as well as over-the-counter (OTC) transactions.
Commissions and fees are recognized on the day the trade is
executed. The firm also provides third-party research
services to clients in connection with certain soft-dollar
arrangements. Third-party research costs incurred by the
firm in connection with such arrangements are presented
net within commissions and fees.

Remaining Performance Obligations
Remaining performance obligations are services that the
firm has committed to perform in the future in connection
with its contracts with clients. The firm’s remaining
performance obligations are generally related to its
financial advisory assignments and certain investment
management activities. Revenues associated with remaining
performance obligations relating to financial advisory
assignments cannot be determined until the outcome of the
transaction. For
investment management
activities, where fees are calculated based on the net asset
value of the fund or separately managed account, future
revenues associated with such remaining performance
obligations cannot be determined as such fees are subject to
fluctuations in the market value of investments held by the
fund or separately managed account.

firm’s

the

The firm is able to determine the future revenues associated
with management fees calculated based on committed
capital. As of December 2021, substantially all future net
revenues associated with such remaining performance
obligations will be recognized through 2029. Annual
revenues associated with such performance obligations
average less than $250 million through 2029.

Transfers of Financial Assets
Transfers of financial assets are accounted for as sales when
the firm has relinquished control over the assets transferred.
For transfers of financial assets accounted for as sales, any
gains or losses are recognized in net revenues. Assets or
liabilities that arise from the firm’s continuing involvement
with transferred financial assets are initially recognized at
fair value. For transfers of financial assets that are not
accounted for as sales, the assets are generally included in
trading assets and the transfer is accounted for as a
collateralized financing, with the related interest expense
recognized over the life of the transaction. See Note 11 for
further information about transfers of financial assets
accounted for as collateralized financings and Note 16 for
further information about transfers of financial assets
accounted for as sales.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Cash and Cash Equivalents
The firm defines cash equivalents as highly liquid overnight
deposits held in the ordinary course of business. Cash and
cash equivalents included cash and due from banks of
$10.14 billion as of December 2021 and $11.95 billion as
of December 2020. Cash and cash equivalents also included
interest-bearing deposits with banks of $250.90 billion as
of December
of
December 2020.

$143.89

billion

2021

and

as

The firm segregates cash for regulatory and other purposes
related to client activity. Cash and cash equivalents
segregated for
regulatory and other purposes were
$24.87 billion as of December 2021 and $24.52 billion as
of December 2020.
the firm segregates
In addition,
securities for regulatory and other purposes related to client
activity. See Note 11 for further information about
segregated securities.

Customer and Other Receivables
Customer and other receivables included receivables from
customers and counterparties of $103.82 billion as of
December 2021 and $82.39 billion as of December 2020,
and receivables
from brokers, dealers and clearing
organizations of $56.85 billion as of December 2021 and
$38.94 billion as of December 2020. Such receivables
primarily consist of customer margin loans, receivables
resulting from unsettled transactions and collateral posted
in connection with certain derivative transactions.

Substantially all of these receivables are accounted for at
amortized cost net of any allowance for credit losses, which
generally approximates fair value. As these receivables are
not accounted for at fair value, they are not included in the
firm’s fair value hierarchy in Notes 4 through 10. Had these
receivables been included in the firm’s fair value hierarchy,
substantially all would have been classified in level 2 as of
both December 2021 and December 2020. See Note 10 for
further information about customer and other receivables
accounted for at fair value under the fair value option.
Interest on customer and other receivables is recognized
over the life of the transaction and included in interest
income.

Customer and other receivables includes receivables from
contracts with clients and contract assets. Contract assets
represent the firm’s right to receive consideration for
services provided in connection with its contracts with
clients for which collection is conditional and not merely
subject to the passage of time. The firm’s receivables from
contracts with clients were $3.01 billion as of
December 2021 and $2.60 billion as of December 2020. As
of both December 2021 and December 2020 contract assets
were not material.

included payables

Customer and Other Payables
Customer and other payables
to
customers and counterparties of $241.93 billion as of
December 2021 and $183.57 billion as of December 2020,
and payables to brokers, dealers and clearing organizations
of $10.00 billion as of December 2021 and $7.09 billion as
of December 2020. Such payables primarily consist of
customer credit balances related to the firm’s prime
brokerage activities. Customer and other payables are
accounted for at cost plus accrued interest, which generally
approximates
these payables are not
accounted for at fair value, they are not included in the
firm’s fair value hierarchy in Notes 4 through 10. Had these
payables been included in the firm’s fair value hierarchy,
substantially all would have been classified in level 2 as of
both December 2021 and December 2020. Interest on
customer and other payables is recognized over the life of
the transaction and included in interest expense.

fair value. As

Offsetting Assets and Liabilities
To reduce credit exposures on derivatives and securities
financing transactions, the firm may enter into master
netting agreements or similar arrangements (collectively,
netting agreements) with counterparties that permit it to
offset receivables and payables with such counterparties. A
netting agreement is a contract with a counterparty that
permits net settlement of multiple transactions with that
counterparty, including upon the exercise of termination
rights by a non-defaulting party. Upon exercise of such
termination rights, all transactions governed by the netting
agreement are terminated and a net settlement amount is
calculated. In addition, the firm receives and posts cash and
securities collateral with respect to its derivatives and
securities financing transactions, subject to the terms of the
related credit support agreements or similar arrangements
(collectively, credit support agreements). An enforceable
credit support agreement grants the non-defaulting party
exercising termination rights the right to liquidate the
collateral and apply the proceeds to any amounts owed. In
order to assess enforceability of the firm’s right of setoff
under netting and credit support agreements, the firm
evaluates various factors, including applicable bankruptcy
laws,
local statutes and regulatory provisions in the
jurisdiction of the parties to the agreement.

Goldman Sachs 2021 Form 10-K 129

The firm adopted this ASU in January 2020 under a
modified retrospective approach. As a result of adopting
this ASU, the firm’s allowance for credit losses on financial
assets and commitments that are measured at amortized
cost reflects management’s estimate of credit losses over the
remaining expected life of such assets. Expected credit
losses
and
commitments, as well as changes to expected credit losses
during the period, are recognized in earnings. These
expected credit losses are measured based on historical
experience, current conditions and forecasts that affect the
collectability of the reported amount.

recognized financial

for newly

assets

The cumulative effect of measuring the allowance under
CECL as a result of adopting this ASU as of
January 1, 2020 was an increase in the allowance for credit
losses of $848 million. The increase in the allowance is
driven by the fact that the allowance under CECL covers
expected credit losses over the full expected life of the loan
portfolios and also takes into account forecasts of expected
future economic conditions. In addition, in accordance with
the ASU, the firm elected the fair value option for loans that
were previously accounted for as Purchased Credit
Impaired (PCI), which resulted in a decrease to the
allowance for PCI loans of $169 million. The cumulative
effect of adopting this ASU was a decrease to retained
earnings of $638 million (net of tax).

Facilitation of the Effects of Reference Rate Reform on
Financial Reporting (ASC 848). In March 2020, the FASB
issued ASU No. 2020-04, “Reference Rate Reform —
Facilitation of the Effects of Reference Rate Reform on
Financial Reporting.” This ASU provides optional relief
from applying generally accepted accounting principles to
contracts, hedging relationships and other transactions
affected by reference
in
January 2021 the FASB issued ASU No. 2021-01,
“Reference Rate Reform — Scope,” which clarified the
scope of ASC 848 relating to contract modifications. The
firm adopted these ASUs upon issuance and elected to apply
the relief available to certain modified derivatives. The
adoption of these ASUs did not have a material impact on
the firm’s consolidated financial statements.

In addition,

reform.

rate

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Derivatives are reported on a net-by-counterparty basis
(i.e., the net payable or receivable for derivative assets and
liabilities for a given counterparty) in the consolidated
balance sheets when a legal right of setoff exists under an
enforceable netting agreement. Resale agreements and
securities sold under agreements to repurchase (repurchase
agreements)
loaned
transactions with the same term and currency are presented
on a net-by-counterparty basis in the consolidated balance
sheets when such transactions meet certain settlement
criteria and are subject to netting agreements.

borrowed

securities

and

and

In the consolidated balance sheets, derivatives are reported
net of cash collateral received and posted under enforceable
credit support agreements, when transacted under an
enforceable netting agreement. In the consolidated balance
sheets, resale and repurchase agreements, and securities
borrowed and loaned, are not reported net of the related
cash and securities received or posted as collateral. See
Note 11 for further information about collateral received
and pledged,
including rights to deliver or repledge
collateral. See Notes 7 and 11 for further information about
offsetting assets and liabilities.

Foreign Currency Translation
Assets and liabilities denominated in non-U.S. currencies
are translated at rates of exchange prevailing on the date of
the consolidated balance sheets and revenues and expenses
are translated at average rates of exchange for the period.
losses on
Foreign currency remeasurement gains or
transactions in nonfunctional currencies are recognized in
earnings. Gains or losses on translation of the financial
statements of a non-U.S. operation, when the functional
currency is other than the U.S. dollar, are included, net of
in the consolidated statements of
hedges and taxes,
comprehensive income.

Recent Accounting Developments
Losses on Financial
Measurement of Credit
Instruments (ASC 326). In June 2016, the FASB issued
ASU No. 2016-13, “Financial Instruments — Credit Losses
(Topic 326) — Measurement of Credit Losses on Financial
Instruments.” This ASU amends several aspects of the
measurement of
losses on certain financial
instruments, including replacing the existing incurred credit
loss model and other models with the Current Expected
Credit Losses (CECL) model and amending certain aspects
of accounting for purchased financial assets with
deterioration in credit quality since origination.

credit

130 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 4.
Fair Value Measurements

The fair value of a financial instrument is the amount that
would be received to sell an asset or paid to transfer a
liability in an orderly transaction between market
participants at the measurement date. Financial assets are
marked to bid prices and financial liabilities are marked to
offer prices. Fair value measurements do not include
transaction costs. The firm measures certain financial assets
and liabilities as a portfolio (i.e., based on its net exposure
to market and/or credit risks).

internally developed models

The best evidence of fair value is a quoted price in an active
market. If quoted prices in active markets are not available,
fair value is determined by reference to prices for similar
instruments, quoted prices or recent transactions in less
that
active markets, or
primarily use market-based or independently sourced
inputs,
rates,
volatilities, equity or debt prices, foreign exchange rates,
commodity prices, credit spreads and funding spreads (i.e.,
the spread or difference between the interest rate at which a
borrower could finance a given financial instrument relative
to a benchmark interest rate).

including, but not

limited to,

interest

U.S. GAAP has a three-level hierarchy for disclosure of fair
value measurements. This hierarchy prioritizes inputs to the
valuation techniques used to measure fair value, giving the
highest priority to level 1 inputs and the lowest priority to
in this
level 3 inputs. A financial
hierarchy is based on the lowest level of input that is
significant to its fair value measurement. In evaluating the
significance of a valuation input, the firm considers, among
other factors, a portfolio’s net risk exposure to that input.
The fair value hierarchy is as follows:

instrument’s level

Level 1. Inputs are unadjusted quoted prices in active
markets to which the firm had access at the measurement
date for identical, unrestricted assets or liabilities.

Level 2. Inputs to valuation techniques are observable,
either directly or indirectly.

Level 3. One or more inputs to valuation techniques are
significant and unobservable.

The fair values for substantially all of the firm’s financial
assets and liabilities are based on observable prices and
inputs and are classified in levels 1 and 2 of the fair value
hierarchy. Certain level 2 and level 3 financial assets and
liabilities may require valuation adjustments that a market
participant would require to arrive at fair value for factors,
such as counterparty and the firm’s credit quality, funding
risk, transfer restrictions, liquidity and bid/offer spreads.
Valuation adjustments are generally based on market
evidence.

The valuation techniques and nature of significant inputs
used to determine the fair value of the firm’s financial
instruments are described below. See Notes 5 through 10
for further information about significant unobservable
inputs used to value level 3 financial instruments.

Valuation Techniques and Significant Inputs for
Trading Cash Instruments, Investments and Loans
Level 1. Level 1 instruments include U.S. government
obligations, most non-U.S. government obligations, certain
agency obligations, certain corporate debt instruments,
certain money market instruments and actively traded listed
equities. These instruments are valued using quoted prices
for identical unrestricted instruments in active markets. The
firm defines active markets for equity instruments based on
the average daily trading volume both in absolute terms and
relative to the market capitalization for the instrument. The
firm defines active markets for debt instruments based on
both the average daily trading volume and the number of
days with trading activity.

Level 2. Level 2 instruments include certain non-U.S.
government obligations, most agency obligations, most
mortgage-backed loans and securities, most corporate debt
instruments, most state and municipal obligations, most
money market instruments, most other debt obligations,
restricted or less liquid listed equities, certain private
equities, commodities and certain lending commitments.

Valuations of level 2 instruments can be verified to quoted
prices, recent
trading activity for identical or similar
instruments, broker or dealer quotations or alternative
pricing sources with reasonable levels of price transparency.
Consideration is given to the nature of the quotations (e.g.,
indicative or executable) and the relationship of recent
market activity to the prices provided from alternative
pricing sources.

Goldman Sachs 2021 Form 10-K 131

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Valuation adjustments are typically made to level 2
instruments (i) if the instrument is subject to transfer
restrictions and/or (ii) for other premiums and liquidity
discounts that a market participant would require to arrive
at fair value. Valuation adjustments are generally based on
market evidence.

Level 3. Level 3 instruments have one or more significant
valuation inputs that are not observable. Absent evidence to
the contrary, level 3 instruments are initially valued at
transaction price, which is considered to be the best initial
estimate of fair value. Subsequently, the firm uses other
methodologies to determine fair value, which vary based on
the type of instrument. Valuation inputs and assumptions
are changed when corroborated by substantive observable
evidence, including values realized on sales.

level 3 instruments vary by
Valuation techniques of
instrument, but are generally based on discounted cash flow
techniques. The valuation techniques and the nature of
significant inputs used to determine the fair values of each
type of level 3 instrument are described below:

Loans and Securities Backed by Commercial Real
Estate
Loans and securities backed by commercial real estate are
directly or indirectly collateralized by a single property or a
portfolio of properties and may include tranches of varying
levels of subordination. Significant inputs are generally
determined based on relative value analyses and include:
‰ Market yields implied by transactions of similar or related
assets and/or current levels and changes in market indices,
such as the CMBX (an index that tracks the performance
of commercial mortgage bonds);

‰ Transaction prices in both the underlying collateral and
similar underlying

same or

instruments with the
collateral;

‰ A measure of expected future cash flows in a default
scenario (recovery rates) implied by the value of the
underlying collateral, which is mainly driven by current
performance
and
capitalization rates. Recovery rates are expressed as a
percentage of notional or face value of the instrument and
reflect the benefit of credit enhancements on certain
instruments; and

underlying

collateral

the

of

‰ Timing of expected future cash flows (duration) which, in
certain cases, may incorporate the impact of any loan
forbearances and other unobservable
(e.g.,
prepayment speeds).

inputs

132 Goldman Sachs 2021 Form 10-K

Loans and Securities Backed by Residential Real
Estate
Loans and securities backed by residential real estate are
directly or
indirectly collateralized by portfolios of
residential real estate and may include tranches of varying
levels of subordination. Significant inputs are generally
determined based on relative value analyses, which
incorporate comparisons
to instruments with similar
collateral and risk profiles. Significant inputs include:
‰ Market yields implied by transactions of similar or related

assets;

‰ Transaction prices in both the underlying collateral and
instruments with the same or similar underlying collateral;
‰ Cumulative loss expectations, driven by default rates,
home price projections, residential property liquidation
timelines, related costs and subsequent recoveries; and
‰ Duration, driven by underlying loan prepayment speeds

and residential property liquidation timelines.

Corporate Debt Instruments
Corporate debt instruments includes corporate loans, debt
securities and convertible debentures. Significant inputs for
corporate debt instruments are generally determined based
on relative value analyses, which incorporate comparisons
both to prices of credit default swaps that reference the
same or similar underlying instrument or entity and to
other debt instruments for the same or similar issuer for
which observable prices or broker quotations are available.
Significant inputs include:
‰ Market yields implied by transactions of similar or related
assets and/or current levels and trends of market indices,
such as the CDX (an index that tracks the performance of
corporate credit);

‰ Current performance and recovery assumptions and,
where the firm uses credit default swaps to value the
related instrument, the cost of borrowing the underlying
reference obligation;

‰ Duration; and
‰ Market and transaction multiples for corporate debt
instruments with convertibility or participation options.

Equity Securities
Equity securities consists of private equities. Recent third-
party completed or pending transactions (e.g., merger
proposals, debt restructurings, tender offers) are considered
the best evidence for any change in fair value. When these
are not available, the following valuation methodologies
are used, as appropriate:
‰ Industry multiples

(primarily EBITDA and revenue

multiples) and public comparables;
‰ Transactions in similar instruments;

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Discounted cash flow techniques; and
‰ Third-party appraisals.

The firm also considers changes in the outlook for the
relevant industry and financial performance of the issuer as
compared to projected performance. Significant inputs
include:
‰ Market and transaction multiples;
‰ Discount rates and capitalization rates; and
‰ For equity securities with debt-like features, market yields
implied by transactions of similar or related assets,
current performance and recovery assumptions, and
duration.

state

agency

obligations,

Investments and

Other Trading Cash Instruments,
Loans
The significant inputs to the valuation of other instruments,
such as non-U.S. government obligations and U.S. and
non-U.S.
and municipal
obligations, and other loans and debt obligations are
generally determined based on relative value analyses,
which incorporate comparisons both to prices of credit
default swaps that reference the same or similar underlying
instrument or entity and to other debt instruments for the
same issuer
for which observable prices or broker
quotations are available. Significant inputs include:
‰ Market yields implied by transactions of similar or related
assets and/or current levels and trends of market indices;
‰ Current performance and recovery assumptions and,
where the firm uses credit default swaps to value the
related instrument, the cost of borrowing the underlying
reference obligation; and

‰ Duration.

Valuation Techniques and Significant Inputs for
Derivatives
The firm’s level 2 and level 3 derivatives are valued using
derivative pricing models (e.g., discounted cash flow
models, correlation models and models that incorporate
such as Monte Carlo
option pricing methodologies,
simulations). Price transparency of derivatives can generally
be characterized by product type, as described below.
‰ Interest Rate. In general, the key inputs used to value
interest rate derivatives are transparent, even for most
long-dated contracts. Interest rate swaps and options
denominated in the currencies of leading industrialized
nations are characterized by high trading volumes and tight
bid/offer spreads. Interest rate derivatives that reference
indices, such as an inflation index, or the shape of the yield
curve (e.g., 10-year swap rate vs. 2-year swap rate) are
more complex, but the key inputs are generally observable.

swaps

reference indices,

‰ Credit. Price transparency for credit default swaps,
including both single names and baskets of credits, varies
by market and underlying reference entity or obligation.
Credit default
large
that
corporates and major sovereigns generally exhibit the
most price transparency. For credit default swaps with
other underliers, price transparency varies based on credit
rating, the cost of borrowing the underlying reference
the underlying
obligations, and the availability of
reference obligations for delivery upon the default of the
issuer. Credit default swaps that reference loans, asset-
backed securities and emerging market debt instruments
tend to have less price transparency than those that
reference corporate bonds. In addition, more complex
credit derivatives,
those sensitive to the
correlation between two or more underlying reference
obligations, generally have less price transparency.

such as

‰ Currency. Prices for currency derivatives based on the
industrialized nations,
exchange
leading
rates of
including those with longer
tenors, are generally
transparent. The primary difference between the price
transparency of developed and emerging market currency
derivatives is that emerging markets tend to be only
observable for contracts with shorter tenors.

‰ Commodity. Commodity derivatives include transactions
referenced to energy (e.g., oil, natural gas and electricity),
metals (e.g., precious and base) and soft commodities (e.g.,
agricultural). Price transparency varies based on the
underlying commodity, delivery location,
tenor and
product quality (e.g., diesel fuel compared to unleaded
gasoline). In general, price transparency for commodity
derivatives is greater for contracts with shorter tenors and
contracts that are more closely aligned with major and/or
benchmark commodity indices.

‰ Equity. Price transparency for equity derivatives varies by
market and underlier. Options on indices and the
common stock of corporates included in major equity
indices exhibit
the most price transparency. Equity
derivatives generally have observable market prices,
except for contracts with long tenors or reference prices
that differ significantly from current market prices. More
complex equity derivatives, such as those sensitive to the
correlation between two or more individual stocks,
generally have less price transparency.

Liquidity is essential to observability of all product types. If
transaction volumes decline, previously transparent prices
and other inputs may become unobservable. Conversely,
even highly structured products may at times have trading
volumes large enough to provide observability of prices and
other inputs.

Goldman Sachs 2021 Form 10-K 133

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Level 1. Level 1 derivatives include short-term contracts for
future delivery of securities when the underlying security is
a level 1 instrument, and exchange-traded derivatives if
they are actively traded and are valued at their quoted
market price.

Level 2. Level 2 derivatives include OTC derivatives for
which all significant valuation inputs are corroborated by
market evidence and exchange-traded derivatives that are
not actively traded and/or that are valued using models that
calibrate to market-clearing levels of OTC derivatives.

The selection of a particular model to value a derivative
depends on the contractual terms of and specific risks
inherent in the instrument, as well as the availability of
pricing information in the market. For derivatives that
trade in liquid markets, model selection does not involve
judgment because outputs of
significant management
models can be calibrated to market-clearing levels.

Valuation models require a variety of inputs, such as
contractual terms, market prices, yield curves, discount
rates (including those derived from interest rates on
collateral received and posted as specified in credit support
agreements for collateralized derivatives), credit curves,
measures of volatility, prepayment rates, loss severity rates
and correlations of such inputs. Significant inputs to the
valuations of level 2 derivatives can be verified to market
transactions, broker or dealer quotations or other
alternative pricing sources with reasonable levels of price
transparency. Consideration is given to the nature of the
quotations
executable) and the
relationship of recent market activity to the prices provided
from alternative pricing sources.

indicative or

(e.g.,

Level 3. Level 3 derivatives are valued using models which
utilize observable level 1 and/or level 2 inputs, as well as
unobservable level 3 inputs. The significant unobservable
inputs used to value the firm’s level 3 derivatives are
described below.
‰ For level 3 interest rate and currency derivatives,
significant unobservable inputs include correlations of
certain currencies and interest rates (e.g., the correlation
between Euro inflation and Euro interest rates) and
specific interest rate and currency volatilities.

‰ For level 3 credit derivatives, significant unobservable
inputs include illiquid credit spreads and upfront credit
points, which are unique to specific reference obligations
and reference entities, and recovery rates.

134 Goldman Sachs 2021 Form 10-K

‰ For

3

level

derivatives,

commodity

significant
unobservable inputs include volatilities for options with
strike prices that differ significantly from current market
prices and prices or spreads for certain products for which
the product quality or physical location of the commodity
is not aligned with benchmark indices.

significantly from current market prices.

‰ For level 3 equity derivatives, significant unobservable
inputs generally include equity volatility inputs for
options that are long-dated and/or have strike prices that
differ
In
addition,
the valuation of certain structured trades
requires the use of level 3 correlation inputs, such as the
correlation of the price performance of two or more
individual
the price
performance for a basket of stocks to another asset class,
such as commodities.

the correlation of

stocks or

Subsequent to the initial valuation of a level 3 derivative,
the firm updates the level 1 and level 2 inputs to reflect
observable market changes and any resulting gains and
losses are classified in level 3. Level 3 inputs are changed
when corroborated by evidence, such as similar market
transactions, third-party pricing services and/or broker or
dealer quotations or other empirical market data.
In
circumstances where the firm cannot verify the model value
by reference to market transactions, it is possible that a
different valuation model could produce a materially
different estimate of fair value. See Note 7 for further
information about significant unobservable inputs used in
the valuation of level 3 derivatives.

Valuation Adjustments. Valuation adjustments are
integral
to determining the fair value of derivative
portfolios and are used to adjust the mid-market valuations
produced by derivative pricing models to the exit price
valuation. These adjustments incorporate bid/offer spreads,
the cost of liquidity, and credit and funding valuation
adjustments, which account for the credit and funding risk
in the uncollateralized portion of derivative
inherent
portfolios. The
funding valuation
adjustments to collateralized derivatives where the terms of
the agreement do not permit the firm to deliver or repledge
collateral received. Market-based inputs are generally used
when calibrating valuation adjustments to market-clearing
levels.

firm also makes

for derivatives

include significant
In addition,
unobservable inputs, the firm makes model or exit price
adjustments to account
for the valuation uncertainty
present in the transaction.

that

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Valuation Techniques and Significant Inputs for
Other Financial Instruments at Fair Value
In addition to trading cash instruments, derivatives, and
certain investments and loans, the firm accounts for certain
of its other financial assets and liabilities at fair value under
the fair value option. Such instruments include resale and
repurchase agreements; certain securities borrowed and
loaned transactions; certain customer and other receivables,
including certain margin loans; certain time deposits,
including structured certificates of deposit, which are
hybrid financial instruments; substantially all other secured
financings, including transfers of assets accounted for as
certain unsecured short- and long-term
financings;
borrowings, substantially all of which are hybrid financial
instruments; and certain other liabilities. These instruments
are generally valued based on discounted cash flow
techniques, which incorporate inputs with reasonable levels
of price transparency, and are generally classified in level 2
because the inputs are observable. Valuation adjustments
may be made for liquidity and for counterparty and the
firm’s credit quality. The significant inputs used to value the
firm’s other financial instruments are described below.

Resale and Repurchase Agreements and Securities
Borrowed and Loaned. The significant inputs to the
resale and repurchase agreements and
valuation of
securities borrowed and loaned are funding spreads, the
amount and timing of expected future cash flows and
interest rates.

Customer and Other Receivables. The significant inputs
to the valuation of receivables are interest rates, the amount
and timing of expected future cash flows and funding
spreads.

Deposits. The significant inputs to the valuation of time
deposits are interest rates and the amount and timing of
future cash flows. The inputs used to value the embedded
derivative component of hybrid financial instruments are
consistent with the inputs used to value the firm’s other
derivative instruments described above. See Note 7 for
further information about derivatives and Note 13 for
further information about deposits.

Other Secured Financings. The significant inputs to the
valuation of other secured financings are the amount and
timing of expected future cash flows, interest rates, funding
spreads and the fair value of the collateral delivered by the
firm (determined using the amount and timing of expected
future cash flows, market prices, market yields and
recovery assumptions). See Note 11 for further information
about other secured financings.

Unsecured Short- and Long-Term Borrowings. The
significant inputs to the valuation of unsecured short- and
long-term borrowings are the amount and timing of
expected future cash flows, interest rates, the credit spreads
of the firm and commodity prices for prepaid commodity
transactions. The inputs used to value the embedded
derivative component of hybrid financial instruments are
consistent with the inputs used to value the firm’s other
derivative instruments described above. See Note 7 for
further information about derivatives and Note 14 for
further information about borrowings.

Other Liabilities. The significant inputs to the valuation of
other liabilities are the amount and timing of expected
future cash flows and equity volatility and correlation
inputs. The inputs used to value the embedded derivative
component of hybrid financial instruments are consistent
with the inputs used to value the firm’s other derivative
instruments described above. See Note 7 for further
information about derivatives.

Financial Assets and Liabilities at Fair Value
The table below presents financial assets and liabilities
carried at fair value.

$ in millions

Total level 1 financial assets
Total level 2 financial assets
Total level 3 financial assets
Investments in funds at NAV
Counterparty and cash collateral netting
Total financial assets at fair value

Total assets

Total level 3 financial assets divided by:

Total assets
Total financial assets at fair value

Total level 1 financial liabilities
Total level 2 financial liabilities
Total level 3 financial liabilities
Counterparty and cash collateral netting
Total financial liabilities at fair value

As of December

2021

2020

$ 255,774 $ 263,999
410,275
26,305
3,664
(77,170)
$ 715,812 $ 627,073

498,527
24,083
3,469
(66,041)

$1,463,988 $1,163,028

1.6%
3.4%

2.3%
4.2%
85,120
331,824
32,930
(60,297)
$ 491,557 $ 389,577

$ 110,030 $
403,627
29,169
(51,269)

Total liabilities

$1,354,062 $1,067,096

Total level 3 financial liabilities divided by:

Total liabilities
Total financial liabilities at fair value

2.2%
5.9%

3.1%
8.5%

In the table above:
‰ Counterparty netting among positions classified in the

same level is included in that level.

‰ Counterparty and cash collateral netting represents the

impact on derivatives of netting across levels.

Goldman Sachs 2021 Form 10-K 135

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents a summary of level 3 financial
assets.

Gains and Losses from Market Making
The table below presents market making revenues by major
product type.

$ in millions

Trading assets:

Trading cash instruments
Derivatives
Investments
Loans
Total

As of December

2021

2020

$ 1,889
5,938
13,902
2,354
$24,083

$ 1,237
5,967
16,423
2,678
$26,305

$ in millions

Interest rates
Credit
Currencies
Equities
Commodities
Total

Year Ended December

2021

2020

2019

$ (2,669)
1,739
5,627
8,459
2,196
$15,352

$ 6,191
3,250
(3,257)
6,757
2,605
$15,546

$ 3,272
682
2,902
2,946
355
$10,157

In the table above:
‰ Gains/(losses) include both realized and unrealized gains
and losses. Gains/(losses) exclude related interest income
and interest expense. See Note 23 for further information
about interest income and interest expense.

‰ Gains/(losses) included in market making are primarily
related to the firm’s trading assets and liabilities,
including both derivative and non-derivative financial
instruments.

‰ Gains/(losses) are not representative of the manner in
which the firm manages its business activities because
many of the firm’s market-making and client facilitation
strategies utilize financial
instruments across various
product types. Accordingly, gains or losses in one product
type frequently offset gains or losses in other product
the firm’s longer-term
types. For example, most of
derivatives across product types are sensitive to changes
in interest rates and may be economically hedged with
interest rate swaps. Similarly, a significant portion of the
firm’s trading cash instruments and derivatives across
product types has exposure to foreign currencies and may
be economically hedged with foreign currency contracts.

Level 3 financial assets as of December 2021 decreased
compared with December 2020, primarily reflecting a
decrease in level 3 investments. See Notes 5 through 10 for
further information about level 3 financial assets (including
information about unrealized gains and losses related to
level 3 financial assets and transfers in and out of level 3).

Note 5.
Trading Assets and Liabilities

include

Trading assets and liabilities
trading cash
instruments and derivatives held in connection with the
firm’s market-making or risk management activities. These
assets and liabilities are carried at fair value either under the
fair value option or in accordance with other U.S. GAAP,
and the related fair value gains and losses are generally
recognized in the consolidated statements of earnings.

The table below presents a summary of trading assets and
liabilities.

$ in millions

As of December 2021

Trading cash instruments
Derivatives
Total

As of December 2020

Trading cash instruments
Derivatives
Total

Trading
Assets

Trading
Liabilities

$311,956
63,960
$375,916

$129,471
51,953
$181,424

$324,049
69,581
$393,630

$ 95,136
58,591
$153,727

See Note 6 for further information about trading cash
instruments and Note 7 for further information about
derivatives.

136 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 6.
Trading Cash Instruments

Trading cash instruments consists of instruments held in
risk
connection with the
management activities. These instruments are carried at fair
value and the related fair value gains and losses are
recognized in the consolidated statements of earnings.

firm’s market-making or

Fair Value of Trading Cash Instruments by Level
The table below presents trading cash instruments by level
within the fair value hierarchy.

$ in millions

Level 1

Level 2 Level 3

Total

As of December 2021
Assets
Government and agency obligations:

U.S.
Non-U.S.

$ 63,388 $ 27,427 $

35,284

13,511

– $ 90,815
48,814

19

Loans and securities backed by:

Commercial real estate
Residential real estate
Corporate debt instruments
State and municipal obligations
Other debt obligations
Equity securities
Commodities
Total

–
–
590
–
69
105,233
–

1,854
13,235
38,782
604
1,699
108,347
7,806
$ 204,564 $105,503 $1,889 $ 311,956

1,717
13,083
36,874
568
1,564
2,958
7,801

137
152
1,318
36
66
156
5

Liabilities
Government and agency obligations:

U.S.
Non-U.S.

$ (21,002) $
(39,983)

(25) $

(2,602)

– $ (21,027)
(42,585)
–

Loans and securities backed by:

Commercial real estate
Residential real estate
Corporate debt instruments
Equity securities
Total

–
–
(23)
(48,991)

(42)
(5)
(15,875)
(49,937)
$(109,999) $ (19,368) $ (104) $(129,471)

(40)
(5)
(15,781)
(915)

(2)
–
(71)
(31)

As of December 2020
Assets
Government and agency obligations:

U.S.
Non-U.S.

$ 93,670 $ 44,863 $

46,147

11,261

– $ 138,533
57,423

15

Loans and securities backed by:

Commercial real estate
Residential real estate
Corporate debt instruments
State and municipal obligations
Other debt obligations
Equity securities
Commodities
Total

–
–
915
–
338
75,300
–

800
7,079
31,351
200
1,412
77,877
9,374
$ 216,370 $106,442 $1,237 $ 324,049

597
6,948
29,639
200
1,055
2,505
9,374

203
131
797
–
19
72
–

Liabilities
Government and agency obligations:

U.S.
Non-U.S.

$ (16,880) $
(22,092)

(13) $

(1,792)

– $ (16,893)
(23,884)
–

Loans and securities backed by:

Commercial real estate
Residential real estate
Corporate debt instruments
State and municipal obligations
Other debt obligations
Equity securities
Total

–
–
(2)
–
–
(45,734)

(18)
(1)
(8,022)
(5)
(2)
(46,311)
$ (84,708) $ (10,348) $ (80) $ (95,136)

(17)
(1)
(7,970)
(5)
–
(550)

(1)
–
(50)
–
(2)
(27)

In the table above:
‰ Trading cash instrument assets are shown as positive
amounts and trading cash instrument liabilities are shown
as negative amounts.

‰ Corporate debt instruments includes corporate loans,
prepaid
debt
commodity transactions and transfers of assets accounted
for as secured loans rather than purchases.

debentures,

convertible

securities,

‰ Other debt obligations

includes other asset-backed

securities and money market instruments.

‰ Equity securities includes public equities and exchange-

traded funds.

See Note 4 for an overview of the firm’s fair value
measurement policies and the valuation techniques and
significant inputs used to determine the fair value of trading
cash instruments. See Note 7 for information about hedging
activities for precious metals included in commodities and
accounted for at the lower of cost or net realizable value.
These precious metals are designated in a fair value hedging
relationship, and therefore their carrying value equals fair
value.

Significant Unobservable Inputs
The table below presents the amount of level 3 assets, and
ranges and weighted averages of significant unobservable
inputs used to value level 3 trading cash instruments.

As of December 2021

As of December 2020

$ in millions

Amount or
Range

Weighted
Average

Amount or
Range

Weighted
Average

1.8

$137
2.8% to 28.5%
5.1% to 86.5%
0.1 to 4.3

Loans and securities backed by commercial real estate
Level 3 assets
Yield
Recovery rate
Duration (years)
Loans and securities backed by residential real estate
$152
Level 3 assets
Yield
0.4% to 26.6%
Cumulative loss rate 0.1% to 43.4%
Duration (years)
1.2 to 17.2
Corporate debt instruments
Level 3 assets
Yield
Recovery rate
Duration (years)

$1,318
0.0% to 18.0%
9.0% to 69.9%
2.0 to 28.5

4.5

$203
12.3% 1.7% to 22.0%
9.0%
55.0% 5.1% to 94.9% 57.7%
5.0

1.1 to 9.1

$131
7.0% 0.6% to 15.7%

6.3%
17.7% 3.4% to 45.6% 20.8%
6.5

0.9 to 16.1

6.5

$797
7.1% 0.6% to 30.6%

9.5%
52.0% 0.0% to 73.6% 58.7%
4.0

0.3 to 25.5

As of both December 2021 and December 2020, level 3
government and agency obligations, state and municipal
obligations, other debt obligations and commodities were
not material, and, therefore, are not included in the table
above.
In addition, as of both December 2021 and
December 2020, each of the significant unobservable inputs
for equity securities did not have a range as they pertained
to individual positions. Therefore, such unobservable
inputs are not included in the table above.

Goldman Sachs 2021 Form 10-K 137

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ Ranges represent the significant unobservable inputs that
were used in the valuation of each type of trading cash
instrument.

In the table above:
‰ Changes in fair value are presented for all trading cash
instruments that are classified in level 3 as of the end of
the period.

‰ Net unrealized gains/(losses) relates to trading cash

instruments that were still held at period-end.

‰ Transfers between levels of the fair value hierarchy are
reported at the beginning of the reporting period in which
they occur. If a trading cash instrument was transferred to
level 3 during a reporting period, its entire gain or loss for
the period is classified in level 3.

‰ For level 3 trading cash instrument assets, increases are
shown as positive amounts, while decreases are shown as
negative amounts. For level 3 trading cash instrument
liabilities, increases are shown as negative amounts, while
decreases are shown as positive amounts.
‰ Level 3 trading cash instruments are

frequently
economically hedged with level 1 and level 2 trading cash
instruments and/or level 1, level 2 or level 3 derivatives.
Accordingly, gains or losses that are classified in level 3
can be partially offset by gains or losses attributable to
level 1 or level 2 trading cash instruments and/or level 1,
level 2 or level 3 derivatives. As a result, gains or losses
included in the level 3 rollforward below do not
necessarily represent the overall impact on the firm’s
results of operations, liquidity or capital resources.

‰ Weighted averages are calculated by weighting each input
by the relative fair value of the trading cash instruments.
‰ The ranges and weighted averages of these inputs are not
representative of the appropriate inputs to use when
calculating the fair value of any one trading cash
instrument. For example, the highest recovery rate for
corporate debt instruments is appropriate for valuing a
specific corporate debt instrument, but may not be
appropriate for valuing any other corporate debt
instrument. Accordingly, the ranges of inputs do not
represent uncertainty in, or possible ranges of, fair value
measurements of level 3 trading cash instruments.

‰ Increases in yield, duration or cumulative loss rate used in
the valuation of level 3 trading cash instruments would
have resulted in a lower fair value measurement, while
increases in recovery rate would have resulted in a higher
fair value measurement as of both December 2021 and
December 2020. Due to the distinctive nature of each
level 3 trading cash instrument, the interrelationship of
inputs is not necessarily uniform within each product
type.

‰ Trading cash instruments are valued using discounted

cash flows.

Level 3 Rollforward
The table below presents a summary of the changes in fair
value for level 3 trading cash instruments.

Year Ended December

2021

2020

$1,237
80
52
1,241
(456)
(273)
272
(264)
$1,889

$ (80)
6
(5)
36
(64)
13
(16)
6
$ (104)

$1,242
66
(143)
796
(411)
(266)
156
(203)
$1,237

$ (273)
–
(15)
34
(38)
9
(27)
230
(80)

$

$ in millions

Total trading cash instrument assets
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Total trading cash instrument liabilities
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

138 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents information, by product type, for
assets included in the summary table above.

$ in millions

Year Ended December

2021

2020

Loans and securities backed by commercial real estate
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

$ 203
7
(16)
67
(31)
(18)
14
(89)
$ 137

Loans and securities backed by residential real estate
$ 131
Beginning balance
Net realized gains/(losses)
5
19
Net unrealized gains/(losses)
68
Purchases
(44)
Sales
(35)
Settlements
28
Transfers into level 3
(20)
Transfers out of level 3
$ 152
Ending balance

Corporate debt instruments
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Other
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

$ 797
57
28
894
(330)
(182)
207
(153)
$1,318

$ 106
11
21
212
(51)
(38)
23
(2)
$ 282

$191
11
(33)
110
(19)
(64)
25
(18)
$203

$231
11
23
69
(80)
(40)
5
(88)
$131

$692
47
(118)
551
(233)
(146)
96
(92)
$797

$128
(3)
(15)
66
(79)
(16)
30
(5)
$106

In the table above, other includes U.S. and non-U.S.
government and agency obligations, other debt obligations
and equity securities.

Level 3 Rollforward Commentary
Year Ended December 2021. The net realized and
unrealized gains on level 3 trading cash instrument assets of
$132 million (reflecting $80 million of net realized gains
and $52 million of net unrealized gains) for 2021 included
gains of $45 million reported in market making and
$87 million reported in interest income.

The drivers of the net unrealized gains on level 3 trading
cash instrument assets for 2021 were not material.

Transfers into level 3 trading cash instrument assets during
2021 primarily reflected transfers of certain corporate debt
instruments from level 2 (principally due to certain
unobservable
yield and duration inputs becoming
significant to the valuation of these instruments, and
reduced price transparency as a result of a lack of market
evidence,
including fewer market transactions in these
instruments).

Transfers out of level 3 trading cash instrument assets
during 2021 primarily reflected transfers of certain
corporate debt instruments, and loans and securities backed
by commercial real estate to level 2 (in each case, principally
due to increased price transparency as a result of market
evidence,
these
instruments, and certain unobservable yield and duration
inputs no longer being significant to the valuation of these
instruments).

including market

transactions

in

Year Ended December 2020. The net realized and
unrealized losses on level 3 trading cash instrument assets of
$77 million (reflecting $66 million of net realized gains and
$143 million of net unrealized losses) for 2020 included
gains/(losses) of $(193) million reported in market making
and $116 million reported in interest income.

The net unrealized losses on level 3 trading cash instrument
assets for 2020 primarily reflected losses on certain
corporate debt instruments (principally driven by wider
credit spreads).

Transfers into level 3 trading cash instrument assets during
2020 primarily reflected transfers of certain corporate debt
instruments from level 2 (principally due to reduced price
transparency as a result of a lack of market evidence,
including fewer market transactions in these instruments).

Transfers out of level 3 trading cash instrument assets
during 2020 primarily reflected transfers of certain
corporate debt instruments, and loans and securities backed
by residential real estate to level 2 (in each case, principally
due to increased price transparency as a result of market
evidence,
these
instruments).

including market

transactions

in

Note 7.
Derivatives and Hedging Activities

Derivative Activities
Derivatives are instruments that derive their value from
underlying asset prices, indices, reference rates and other
inputs, or a combination of these factors. Derivatives may
be traded on an exchange (exchange-traded) or they may be
privately negotiated contracts, which are usually referred to
as OTC derivatives. Certain of the firm’s OTC derivatives
are
clearing
counterparties (OTC-cleared), while others are bilateral
contracts between two counterparties (bilateral OTC).

and settled through central

cleared

Goldman Sachs 2021 Form 10-K 139

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Market Making. As a market maker, the firm enters into
derivative transactions to provide liquidity to clients and to
facilitate the transfer and hedging of their risks. In this role,
the firm typically acts as principal and is required to commit
capital to provide execution, and maintains market-making
positions in response to, or in anticipation of, client demand.

Risk Management. The firm also enters into derivatives to
actively manage risk exposures that arise from its market-
making and investing and financing activities. The firm’s
holdings and exposures are hedged, in many cases, on either
a portfolio or risk-specific basis, as opposed to an
instrument-by-instrument basis. The offsetting impact of
this economic hedging is reflected in the same business
segment as the related revenues. In addition, the firm may
enter into derivatives designated as hedges under U.S.
GAAP. These derivatives are used to manage interest rate
exposure of certain fixed-rate unsecured borrowings and
deposits, foreign exchange risk of certain available-for-sale
securities and the net
in certain non-U.S.
operations, and the price risk of certain commodities.

investment

The firm enters into various types of derivatives, including:
‰ Futures and Forwards. Contracts

commit
counterparties to purchase or sell financial instruments,
commodities or currencies in the future.

that

‰ Swaps. Contracts

that

require

counterparties

to
exchange cash flows, such as currency or interest
payment streams. The amounts exchanged are based on
the specific terms of the contract with reference to
specified rates,
commodities,
currencies or indices.

instruments,

financial

‰ Options. Contracts in which the option purchaser has
the right, but not the obligation, to purchase from or sell
to the option writer financial instruments, commodities
or currencies within a defined time period for a specified
price.

support agreements

Derivatives are reported on a net-by-counterparty basis (i.e.,
the net payable or receivable for derivative assets and
liabilities for a given counterparty) when a legal right of
setoff exists under an enforceable netting agreement
(counterparty netting). Derivatives are accounted for at fair
value, net of cash collateral received or posted under
enforceable credit
(cash collateral
netting). Derivative assets are included in trading assets and
derivative liabilities are included in trading liabilities.
Realized and unrealized gains and losses on derivatives not
designated as hedges are included in market making (for
derivatives included in the Global Markets segment), and
other principal transactions (for derivatives included in the
remaining business segments) in the consolidated statements
of earnings. For both 2021 and 2020, substantially all of the
firm’s derivatives were included in the Global Markets
segment.

140 Goldman Sachs 2021 Form 10-K

The tables below present the gross fair value and the
notional amounts of derivative contracts by major product
type, the amounts of counterparty and cash collateral
netting in the consolidated balance sheets, as well as cash
and securities collateral posted and received under
enforceable credit support agreements that do not meet the
criteria for netting under U.S. GAAP.

$ in millions

As of December 2021

As of December 2020

Derivative
Assets

Derivative
Liabilities

Derivative
Assets

Derivative
Liabilities

256
13,795
232,595
246,646
3,665
12,591
16,256
417
423
86,076
86,916
6,534
652
28,359
35,545
33,840
8
39,718
73,566
458,929

$

Not accounted for as hedges
Exchange-traded
OTC-cleared
Bilateral OTC
Total interest rates
OTC-cleared
Bilateral OTC
Total credit
Exchange-traded
OTC-cleared
Bilateral OTC
Total currencies
Exchange-traded
OTC-cleared
Bilateral OTC
Total commodities
Exchange-traded
OTC-cleared
Bilateral OTC
Total equities
Subtotal
Accounted for as hedges
OTC-cleared
Bilateral OTC
Total interest rates
OTC-cleared
Bilateral OTC
Total currencies
Subtotal
Total gross fair value

1
945
946
34
60
94
1,040
$ 459,969

$

557 $

665 $

12,692
205,073
218,322
4,053
11,702
15,755
10
338
85,795
86,143
6,189
373
25,969
32,531
35,518
5
44,750
80,273
433,024

18,832
337,998
357,495
4,137
12,418
16,555
133
401
101,830
102,364
4,476
195
9,320
13,991
29,006
–
47,867
76,873
567,278

660
16,809
304,370
321,839
4,517
11,551
16,068
22
631
102,676
103,329
4,177
187
13,691
18,055
31,944
–
49,072
81,016
540,307

–
–
–
27
139
166
166

–
–
–
87
372
459
459
$ 433,190 $ 568,629 $ 540,766

1
1,346
1,347
–
4
4
1,351

Offset in the consolidated balance sheets
Exchange-traded
OTC-cleared
Bilateral OTC
Counterparty netting
OTC-cleared
Bilateral OTC
Cash collateral netting
Total amounts offset

$ (35,724) $ (35,724) $ (29,549) $ (29,549)
(21,315)
(372,142)
(423,006)
(720)
(58,449)
(59,169)
$(396,009) $(381,237) $(499,048) $(482,175)

(16,979)
(279,189)
(331,892)
(361)
(48,984)
(49,345)

(16,979)
(279,189)
(331,892)
(1,033)
(63,084)
(64,117)

(21,315)
(372,142)
(423,006)
(1,926)
(74,116)
(76,042)

Included in the consolidated balance sheets
Exchange-traded
OTC-cleared
Bilateral OTC
Total

5,323
566
58,071
$ 63,960

$

$

6,550 $
148
45,255

7,254
196
51,141
$ 51,953 $ 69,581 $ 58,591

4,731 $
325
64,525

Not offset in the consolidated balance sheets
Cash collateral
Securities collateral
Total

(15,751)
$ 47,201

$ (1,008) $ (1,939) $

(979) $ (2,427)
(9,943)
$ 42,665 $ 51,305 $ 46,221

(17,297)

(7,349)

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

$ in millions

Not accounted for as hedges
Exchange-traded
OTC-cleared
Bilateral OTC
Total interest rates
OTC-cleared
Bilateral OTC
Total credit
Exchange-traded
OTC-cleared
Bilateral OTC
Total currencies
Exchange-traded
OTC-cleared
Bilateral OTC
Total commodities
Exchange-traded
OTC-cleared
Bilateral OTC
Total equities
Subtotal
Accounted for as hedges
OTC-cleared
Bilateral OTC
Total interest rates
OTC-cleared
Bilateral OTC
Total currencies
Exchange-traded
Total commodities
Subtotal
Total notional amounts

Notional Amounts as of December

2021

2020

$ 2,630,915
17,874,504
11,122,871
31,628,290
463,477
616,095
1,079,572
14,617
194,124
6,606,927
6,815,668
308,917
3,647
234,322
546,886
1,149,777
198
1,173,103
2,323,078
42,393,494

219,083
4,499
223,582
2,758
18,658
21,416
1,050
1,050
246,048
$42,639,542

$ 3,722,558
13,789,571
11,076,460
28,588,589
515,197
558,813
1,074,010
7,413
157,687
6,041,663
6,206,763
242,193
2,315
206,253
450,761
948,937
–
1,126,572
2,075,509
38,395,632

182,311
6,641
188,952
1,767
14,055
15,822
–
–
204,774
$38,600,406

In the tables above:
‰ Gross fair values exclude the effects of both counterparty
not

collateral,

therefore

netting
representative of the firm’s exposure.

and

and

are

‰ Where the firm has received or posted collateral under
credit support agreements, but has not yet determined
such agreements are enforceable, the related collateral has
not been netted.

‰ Notional amounts, which represent the sum of gross long
and short derivative contracts, provide an indication of
the volume of the firm’s derivative activity and do not
represent anticipated losses.

‰ Total gross fair value of derivatives included derivative
assets of $17.48 billion as of December 2021 and
$20.60 billion as of December 2020, and derivative
liabilities of $17.29 billion as of December 2021 and
$22.98 billion as of December 2020, which are not
subject to an enforceable netting agreement or are subject
the firm has not yet
that
to a netting agreement
determined to be enforceable.

Fair Value of Derivatives by Level
The table below presents derivatives on a gross basis by
level and product type, as well as the impact of netting.

$ in millions

Level 1

Level 2

Level 3

Total

As of December 2021
Assets
Interest rates
Credit
Currencies
Commodities
Equities
Gross fair value
Counterparty netting in levels
Subtotal
Cross-level counterparty netting
Cash collateral netting
Net fair value

Liabilities
Interest rates
Credit
Currencies
Commodities
Equities
Gross fair value
Counterparty netting in levels
Subtotal
Cross-level counterparty netting
Cash collateral netting
Net fair value

As of December 2020
Assets
Interest rates
Credit
Currencies
Commodities
Equities
Gross fair value
Counterparty netting in levels
Subtotal
Cross-level counterparty netting
Cash collateral netting
Net fair value

Liabilities
Interest rates
Credit
Currencies
Commodities
Equities
Gross fair value
Counterparty netting in levels
Subtotal
Cross-level counterparty netting
Cash collateral netting
Net fair value

$

3,433
237
1,044
963
6,742
(804)

12,823
86,773
34,501
72,570
453,192
(329,164)

2 $ 246,525 $ 1,065 $ 247,592
16,256
–
87,010
–
35,545
–
33
73,566
459,969
35
(329,968)
–
$ 35 $ 124,028 $ 5,938 $ 130,001
(1,924)
(64,117)
$ 63,960

–
–
–
(29)
(31)
–

(1,579)
(384)
(606)
(2,851)
(6,302)
804

(14,176)
(85,925)
(31,925)
(77,393)
(426,857)
329,164

$ (2) $(217,438) $ (882) $(218,322)
(15,755)
(86,309)
(32,531)
(80,273)
(433,190)
329,968
$ (31) $ (97,693) $(5,498) $(103,222)
1,924
49,345
$ (51,953)

$ 297 $ 357,568 $

–
–
–
75
372
(135)

3,451
147
706
1,744
7,025
(1,058)

13,104
102,221
13,285
75,054
561,232
(420,685)

977 $ 358,842
16,555
102,368
13,991
76,873
568,629
(421,878)
$ 237 $ 140,547 $ 5,967 $ 146,751
(1,128)
(76,042)
$ 69,581

–
–
–
(318)
(547)
135

(1,673)
(485)
(406)
(2,576)
(5,850)
1,058

(14,395)
(103,303)
(17,649)
(78,122)
(534,369)
420,685

$(229) $(320,900) $ (710) $(321,839)
(16,068)
(103,788)
(18,055)
(81,016)
(540,766)
421,878
$(412) $(113,684) $(4,792) $(118,888)
1,128
59,169
$ (58,591)

In the table above:
‰ Gross fair values exclude the effects of both counterparty
netting and collateral netting, and therefore are not
representative of the firm’s exposure.

Goldman Sachs 2021 Form 10-K 141

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Counterparty netting is reflected in each level to the
extent that receivable and payable balances are netted
within the same level and is included in counterparty
netting in levels. Where the counterparty netting is across
levels, the netting is included in cross-level counterparty
netting.

‰ Derivative assets are shown as positive amounts and

derivative liabilities are shown as negative amounts.

See Note 4 for an overview of the firm’s fair value
measurement policies and the valuation techniques and
significant inputs used to determine the fair value of
derivatives.

Significant Unobservable Inputs
The table below presents the amount of level 3 derivative
assets (liabilities), and ranges, averages and medians of
significant unobservable inputs used to value level 3
derivatives.

As of December 2021

As of December 2020

$ in millions, except inputs

Amount or
Range

Average/
Median

Amount or
Range

Average/
Median

Interest rates, net
Correlation
Volatility (bps)
Credit, net
Credit spreads (bps)
Upfront credit points
Recovery rates
Currencies, net
Correlation
Volatility
Commodities, net
Volatility

Natural gas spread

Oil spread

Electricity price

Equities, net
Correlation
Volatility

31 to 150
$1,778
2 to 699
7 to 90

31 to 100
$1,854
1 to 568
2 to 100

$183

$267

25% to 81% 63%/62% (8)% to 81% 56%/60%
65/53

59/54

109/74
40/30
20% to 50% 37%/40% 25% to 90% 46%/40%

136/107
34/26

$(147)

$(338)

20% to 71% 40%/41% 20% to 70% 39%/41%
19% to 19% 19%/19% 18% to 18% 18%/18%

$438

$300

15% to 93% 32%/29% 15% to 87% 32%/30%

$(1.33) to
$2.60

$8.64 to
$22.68

$1.50 to
$289.96
$(1,888)

$(0.11)/
$(0.07)

$13.36/
$12.69

$37.42/
$32.20

$(1.00) to
$2.13

$8.30 to
$11.20

N/A
$(832)

$(0.13)/
$(0.09)

$9.73/
$9.55

N/A

(70)% to 99% 59%/62% (70)% to 100% 52%/55%
3% to 150% 17%/17% 3% to 129% 14%/7%

In the table above:
‰ Derivative assets are shown as positive amounts and

derivative liabilities are shown as negative amounts.

‰ Ranges represent the significant unobservable inputs that

were used in the valuation of each type of derivative.

‰ Averages represent the arithmetic average of the inputs
and are not weighted by the relative fair value or notional
amount of
instruments. An
the respective financial
the
average greater than the median indicates that
majority of inputs are below the average. For example,
the difference between the average and the median for
credit spreads indicates that the majority of the inputs fall
in the lower end of the range.

142 Goldman Sachs 2021 Form 10-K

the highest

‰ The ranges, averages and medians of these inputs are not
representative of the appropriate inputs to use when
calculating the fair value of any one derivative. For
example,
rate
derivatives is appropriate for valuing a specific interest
rate derivative but may not be appropriate for valuing any
other interest rate derivative. Accordingly, the ranges of
inputs do not represent uncertainty in, or possible ranges
of, fair value measurements of level 3 derivatives.

correlation for

interest

‰ Interest rates, currencies and equities derivatives are
valued using option pricing models, credit derivatives are
valued using option pricing, correlation and discounted
cash flow models, and commodities derivatives are valued
using option pricing and discounted cash flow models.
‰ The fair value of any one instrument may be determined
using multiple valuation techniques. For example, option
pricing models and discounted cash flow models are
typically used together to determine fair value. Therefore,
the level 3 balance encompasses both of these techniques.
‰ Correlation within currencies and equities includes cross-

product type correlation.

‰ Natural gas spread represents the spread per million

British thermal units of natural gas.

‰ Oil spread represents the spread per barrel of oil and

refined products.

‰ Electricity price represents the price per megawatt hour of

electricity.

Range of Significant Unobservable Inputs
The following provides information about the ranges of
significant unobservable inputs used to value the firm’s
level 3 derivative instruments:
‰ Correlation. Ranges for correlation cover a variety of
underliers both within one product type (e.g., equity
index and equity single stock names) and across product
types (e.g., correlation of an interest rate and a currency),
as well as across regions. Generally, cross-product type
correlation inputs are used to value more complex
instruments and are lower than correlation inputs on
assets within the same derivative product type.

‰ Volatility. Ranges

cover numerous
underliers across a variety of markets, maturities and
strike prices. For example, volatility of equity indices is
generally lower than volatility of single stocks.

volatility

for

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Credit spreads, upfront credit points and recovery
rates. The ranges for credit spreads, upfront credit points
and recovery rates cover a variety of underliers (index and
single names), regions, sectors, maturities and credit
qualities (high-yield and investment-grade). The broad
range of this population gives rise to the width of the
ranges of significant unobservable inputs.

‰ Commodity prices and spreads. The ranges for
commodity prices and spreads cover variability in
products, maturities and delivery locations.

Sensitivity of Fair Value Measurement to Changes
in Significant Unobservable Inputs
The following is a description of the directional sensitivity
of the firm’s level 3 fair value measurements to changes in
significant unobservable inputs, in isolation, as of each
period-end:
‰ Correlation. In general, for contracts where the holder
benefits from the convergence of the underlying asset or
index prices (e.g., interest rates, credit spreads, foreign
inflation rates and equity prices), an
exchange rates,
increase in correlation results in a higher fair value
measurement.

‰ Volatility. In general, for purchased options, an increase
in volatility results in a higher fair value measurement.
‰ Credit spreads, upfront credit points and recovery
rates. In general, the fair value of purchased credit
protection increases as credit spreads or upfront credit
points increase or recovery rates decrease. Credit spreads,
upfront credit points and recovery rates are strongly
related to distinctive risk factors of
the underlying
reference obligations, which include reference entity-
specific factors, such as leverage, volatility and industry,
market-based risk factors, such as borrowing costs or
liquidity of the underlying reference obligation, and
macroeconomic conditions.

‰ Commodity prices and spreads.

for
contracts where the holder is receiving a commodity, an
increase in the spread (price difference from a benchmark
index due to differences in quality or delivery location) or
price results in a higher fair value measurement.

In general,

Due to the distinctive nature of each of the firm’s level 3
derivatives, the interrelationship of inputs is not necessarily
uniform within each product type.

Level 3 Rollforward
The table below presents a summary of the changes in fair
value for level 3 derivatives.

$ in millions

Total level 3 derivatives, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$ 1,175
265
452
501
(1,541)
(59)
(131)
(222)
440

$

$

25
226
612
319
(724)
750
(40)
7
$1,175

In the table above:
‰ Changes in fair value are presented for all derivative
assets and liabilities that are classified in level 3 as of the
end of the period.

‰ Net unrealized gains/(losses) relates to instruments that

were still held at period-end.

‰ Transfers between levels of the fair value hierarchy are
reported at the beginning of the reporting period in which
they occur. If a derivative was transferred into level 3
during a reporting period, its entire gain or loss for the
period is classified in level 3.

‰ Positive amounts for transfers into level 3 and negative
amounts for transfers out of level 3 represent net transfers
of derivative assets. Negative amounts for transfers into
level 3 and positive amounts for transfers out of level 3
represent net transfers of derivative liabilities.

‰ A derivative with level 1 and/or level 2 inputs is classified
in level 3 in its entirety if it has at least one significant
level 3 input.

‰ If there is one significant level 3 input, the entire gain or
loss from adjusting only observable inputs (i.e., level 1
and level 2 inputs) is classified in level 3.

‰ Gains or losses that have been classified in level 3
resulting from changes in level 1 or level 2 inputs are
frequently offset by gains or losses attributable to level 1
or level 2 derivatives and/or level 1, level 2 and level 3
trading cash instruments. As a result, gains/(losses)
included in the level 3 rollforward below do not
necessarily represent the overall impact on the firm’s
results of operations, liquidity or capital resources.

Goldman Sachs 2021 Form 10-K 143

The net unrealized gains on level 3 derivatives for 2021
were primarily attributable to gains on certain credit and
currency derivatives (in each case, primarily reflecting the
impact of changes in foreign exchange rates), gains on
certain commodity derivatives (primarily reflecting the
impact of an increase in commodity prices) and gains on
certain interest rate derivatives (primarily reflecting the
impact of an increase in interest rates), partially offset by
losses on certain equity derivatives (primarily reflecting the
impact of an increase in equity prices).

The drivers of transfers into level 3 derivatives during 2021
were not material.

Transfers out of level 3 derivatives during 2021 primarily
reflected transfers of certain interest rate derivative assets to
level 2 (principally due to increased transparency of certain
volatility inputs used to value these derivatives).

Year Ended December 2020. The net realized and
unrealized gains on level 3 derivatives of $838 million
(reflecting $226 million of net
realized gains and
$612 million of net unrealized gains) for 2020 included
gains of $900 million reported in market making and losses
of $62 million reported in other principal transactions.

The net unrealized gains on level 3 derivatives for 2020
were primarily attributable to gains on certain equity
derivatives (primarily reflecting the impact of an increase in
equity prices), gains on certain interest rate derivatives
(primarily reflecting the impact of a decrease in interest
rates and changes in foreign exchange rates), gains on
certain commodity derivatives (primarily reflecting the
impact of changes in commodity prices), and gains on
certain credit derivatives (primarily reflecting the impact of
a decrease in interest rates), partially offset by losses on
certain currency derivatives (primarily reflecting the impact
of changes in foreign exchange rates and a decrease in
interest rates).

The drivers of both transfers into level 3 derivatives and
transfers out of level 3 derivatives during 2020 were not
material.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents information, by product type, for
derivatives included in the summary table above.

$ in millions

Interest rates, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Credit, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Currencies, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Commodities, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Equities, net
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$

$

267
72
316
124
(341)
18
2
(275)
183

$ 1,778
(21)
409
53
(217)
(77)
(70)
(1)
$ 1,854

$ (338)
9
155
7
(10)
32
(17)
15
$ (147)

$

$

300
(80)
355
42
(15)
(149)
(3)
(12)
438

$ (832)
285
(783)
275
(958)
117
(43)
51
$(1,888)

$

89
12
226
12
(28)
(34)
(13)
3
$ 267

$ 1,877
28
110
39
(50)
(229)
47
(44)
$ 1,778

$ (211)
(8)
(210)
1
(20)
117
(2)
(5)
$ (338)

$ 247
(12)
159
37
(22)
(60)
(27)
(22)
$ 300

$(1,977)
206
327
230
(604)
956
(45)
75
$ (832)

Level 3 Rollforward Commentary
Year Ended December 2021. The net realized and
unrealized gains on level 3 derivatives of $717 million
(reflecting $265 million of net
realized gains and
$452 million of net unrealized gains) for 2021 included
gains of $700 million reported in market making and gains
of $17 million reported in other principal transactions.

144 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

OTC Derivatives
The table below presents OTC derivative assets and
liabilities by tenor and major product type.

$ in millions

As of December 2021

Assets
Interest rates
Credit
Currencies
Commodities
Equities
Counterparty netting in tenors
Subtotal
Cross-tenor counterparty netting
Cash collateral netting
Total OTC derivative assets

Liabilities
Interest rates
Credit
Currencies
Commodities
Equities
Counterparty netting in tenors
Subtotal
Cross-tenor counterparty netting
Cash collateral netting
Total OTC derivative liabilities

As of December 2020

Assets
Interest rates
Credit
Currencies
Commodities
Equities
Counterparty netting in tenors
Subtotal
Cross-tenor counterparty netting
Cash collateral netting
Total OTC derivative assets

Liabilities
Interest rates
Credit
Currencies
Commodities
Equities
Counterparty netting in tenors
Subtotal
Cross-tenor counterparty netting
Cash collateral netting
Total OTC derivative liabilities

Less than
1 Year

1 - 5
Years

Greater than
5 Years

Total

1,800
13,366
10,178
11,075
(3,624)

$ 6,076 $11,655
2,381
6,642
7,348
6,592
(3,357)
$38,871 $31,261

$ 3,929 $10,932
3,257
1,695
6,581
14,122
7,591
6,274
8,268 12,944
(3,357)
(3,624)
$31,981 $36,631

822
13,887
2,998

$ 8,913 $20,145
3,270
7,400
1,466
12,182 12,590
(4,458)
(3,963)
$34,839 $40,413

$ 5,687 $11,967
3,462
1,268
7,575
18,770
3,455
1,545
9,702 14,095
(4,458)
(3,963)
$34,919 $34,186

3,113
6,570
770
2,100
(2,673)

$61,380 $ 79,111
7,294
26,578
18,296
19,767
(9,654)
$71,260 $141,392
(18,638)
(64,117)
$ 58,637

1,841
5,580
1,763
3,587
(2,673)

$34,676 $ 49,537
6,793
26,283
15,628
24,799
(9,654)
$44,774 $113,386
(18,638)
(49,345)
$ 45,403

3,302
9,303
488
1,807
(3,182)

$74,893 $103,951
7,394
30,590
4,952
26,579
(11,603)
$86,611 $161,863
(20,971)
(76,042)
$ 64,850

2,177
5,775
4,315
3,986
(3,182)

$49,301 $ 66,955
6,907
32,120
9,315
27,783
(11,603)
$62,372 $131,477
(20,971)
(59,169)
$ 51,337

In the table above:
‰ Tenor is based on remaining contractual maturity.
‰ Counterparty netting within the same product type and
tenor category is included within such product type and
tenor category.

‰ Counterparty netting across product types within the
same tenor category is included in counterparty netting in
tenors. Where the counterparty netting is across tenor
categories,
included in cross-tenor
counterparty netting.

the netting is

Credit Derivatives
The firm enters into a broad array of credit derivatives to
facilitate client transactions and to manage the credit risk
associated with market-making and investing and financing
activities. Credit derivatives are actively managed based on
the firm’s net risk position. Credit derivatives are generally
individually negotiated contracts and can have various
settlement and payment conventions. Credit events include
failure to pay, bankruptcy, acceleration of indebtedness,
restructuring, repudiation and dissolution of the reference
entity.

into the following types of credit

The firm enters
derivatives:
‰ Credit Default Swaps. Single-name credit default swaps
protect the buyer against the loss of principal on one or
more bonds, loans or mortgages (reference obligations) in
the event the issuer of the reference obligations suffers a
credit event. The buyer of protection pays an initial or
periodic premium to the seller and receives protection for
the period of the contract. If there is no credit event, as
defined in the contract, the seller of protection makes no
payments to the buyer. If a credit event occurs, the seller
of protection is required to make a payment to the buyer,
calculated according to the terms of the contract.

‰ Credit Options. In a credit option, the option writer
assumes the obligation to purchase or sell a reference
obligation at a specified price or credit spread. The option
purchaser buys the right, but does not assume the
obligation, to sell the reference obligation to, or purchase
it from, the option writer. The payments on credit options
depend either on a particular credit spread or the price of
the reference obligation.

Goldman Sachs 2021 Form 10-K 145

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Credit

Indices, Baskets and Tranches. Credit
derivatives may reference a basket of single-name credit
default swaps or a broad-based index. If a credit event
occurs in one of the underlying reference obligations, the
protection seller pays the protection buyer. The payment
is typically a pro-rata portion of the transaction’s total
notional amount based on the underlying defaulted
reference obligation. In certain transactions, the credit
risk of a basket or index is separated into various portions
(tranches), each having different levels of subordination.
The most junior tranches cover initial defaults and once
losses exceed the notional amount of
these junior
tranches, any excess loss is covered by the next most
senior tranche.

‰ Total Return Swaps. A total return swap transfers the
risks relating to economic performance of a reference
obligation from the protection buyer to the protection
seller. Typically, the protection buyer receives a floating
rate of interest and protection against any reduction in
fair value of the reference obligation, and the protection
seller receives the cash flows associated with the reference
obligation, plus any increase in the fair value of the
reference obligation.

The firm economically hedges its exposure to written credit
derivatives primarily by entering into offsetting purchased
credit derivatives with identical underliers. Substantially all
of the firm’s purchased credit derivative transactions are
institutions and are subject to stringent
with financial
collateral thresholds. In addition, upon the occurrence of a
specified trigger event, the firm may take possession of the
reference obligations underlying a particular written credit
derivative, and consequently may, upon liquidation of the
reference obligations, recover amounts on the underlying
reference obligations in the event of default.

As of December 2021, written credit derivatives had a total
gross notional amount of $510.24 billion and purchased
credit derivatives had a total gross notional amount of
$569.34 billion, for total net notional purchased protection
of $59.10 billion. As of December 2020, written credit
derivatives had a total gross notional amount of
$515.85 billion and purchased credit derivatives had a total
gross notional amount of $558.18 billion, for total net
notional purchased protection of $42.33 billion. The firm’s
written and purchased credit derivatives primarily consist
of credit default swaps.

146 Goldman Sachs 2021 Form 10-K

The table below presents
derivatives.

information about credit

Credit Spread on Underlier (basis points)

0 - 250

251 -
500

501 -
1,000

Greater
than
1,000

Total

$ in millions

As of December 2021

Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
$120,456 $ 6,173 $ 1,656 $ 4,314 $132,599
Less than 1 year
3,814 336,151
12,754
1 - 5 years
Greater than 5 years
41,485
2,529
$461,269 $23,588 $16,939 $ 8,439 $510,235
Total

305,255 14,328
3,087

35,558

311

Maximum Payout/Notional Amount of Purchased Credit Derivatives
Offsetting
Other
Fair Value of Written Credit Derivatives
Asset
Liability
Net asset/(liability)

137 $ 11,182
924 $
123
4,663
801 $ (1,348) $(1,796) $ 6,519

$381,715 $17,210 $12,806 $ 6,714 $418,445
$138,214 $ 7,780 $ 3,576 $ 1,322 $150,892

$ 9,803 $

$ 8,862 $

318 $

1,666

1,933

941

As of December 2020

Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
450 $ 2,403 $104,728
$ 96,049 $ 5,826 $
Less than 1 year
4,932 362,791
331,145 17,913
1 - 5 years
48,331
3,839
Greater than 5 years
$471,326 $27,578 $ 9,523 $ 7,423 $515,850
Total

8,801
272

44,132

88

Maximum Payout/Notional Amount of Purchased Credit Derivatives
Offsetting
Other
Fair Value of Written Credit Derivatives
Asset
Liability
Net asset/(liability)

118 $ 11,314
4,619
$ 9,190 $ (481) $ (131) $(1,883) $ 6,695

$407,315 $19,822 $ 8,679 $ 7,091 $442,907
776 $115,271
$103,604 $ 7,272 $ 3,619 $

$ 10,302 $
1,112

256 $
387

638 $

2,001

1,119

In the table above:
‰ Fair values exclude the effects of both netting of
receivable balances with payable balances under
enforceable netting agreements, and netting of cash
received or posted under enforceable credit support
agreements, and therefore are not representative of the
firm’s credit exposure.

‰ Tenor is based on remaining contractual maturity.
‰ The credit spread on the underlier, together with the tenor
of the contract, are indicators of payment/performance
risk. The firm is less likely to pay or otherwise be required
to perform where the credit spread and the tenor are
lower.

‰ Offsetting purchased credit derivatives represent

the
notional amount of purchased credit derivatives that
economically hedge written credit derivatives with
identical underliers.

‰ Other purchased credit derivatives represent the notional
amount of all other purchased credit derivatives not
included in offsetting.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Impact of Credit and Funding Spreads on Derivatives
The firm realizes gains or losses on its derivative contracts.
These gains or losses include credit valuation adjustments
(CVA) relating to uncollateralized derivative assets and
liabilities, which represent the gains or losses (including
hedges) attributable to the impact of changes in credit
exposure, counterparty credit spreads,
liability funding
spreads (which include the firm’s own credit), probability
of default and assumed recovery. These gains or losses also
include funding valuation adjustments (FVA) relating to
uncollateralized derivative assets, which represent the gains
or losses (including hedges) attributable to the impact of
in expected funding exposures and funding
changes
spreads.

The table below presents information about CVA and FVA.

$ in millions

CVA, net of hedges
FVA, net of hedges
Total

Year Ended December

2021

2020

2019

$25
60
$85

$(143)
173
$ 30

$(289)
485
$ 196

Bifurcated Embedded Derivatives
The table below presents the fair value and the notional
amount of derivatives that have been bifurcated from their
related borrowings.

$ in millions

Fair value of assets
Fair value of liabilities
Net asset/(liability)

Notional amount

As of December

2021

845
(124)
721

$

$

2020

$ 1,450
(1,220)
230

$

$10,743

$12,548

In the table above, derivatives that have been bifurcated
from their related borrowings are recorded at fair value and
primarily consist of interest rate, equity and commodity
products. These derivatives are included in unsecured short-
and long-term borrowings, as well as other secured
financings, with the related borrowings.

Derivatives with Credit-Related Contingent Features
Certain of the firm’s derivatives have been transacted under
bilateral agreements with counterparties who may require
the firm to post collateral or terminate the transactions
based on changes in the firm’s credit ratings. The firm
assesses the impact of
these bilateral agreements by
determining the collateral or termination payments that
would occur assuming a downgrade by all rating agencies.
A downgrade by any one rating agency, depending on the
agency’s relative ratings of the firm at the time of the
downgrade, may have an impact which is comparable to
the impact of a downgrade by all rating agencies.

The table below presents information about net derivative
liabilities under bilateral agreements (excluding collateral
posted), the fair value of collateral posted and additional
collateral or termination payments that could have been
called by counterparties in the event of a one- or two-notch
downgrade in the firm’s credit ratings.

$ in millions

As of December

2021

2020

Net derivative liabilities under bilateral agreements $34,315 $43,368
Collateral posted
$29,214 $35,296
Additional collateral or termination payments:

One-notch downgrade
Two-notch downgrade

345 $

$
481
$ 1,536 $ 1,388

Hedge Accounting
The firm applies hedge accounting for (i) interest rate swaps
used to manage the interest rate exposure of certain fixed-
rate unsecured long- and short-term borrowings and certain
fixed-rate certificates of deposit, (ii) foreign exchange
forward contracts used to manage the foreign exchange risk
of certain available-for-sale securities, (iii) foreign currency
forward contracts and foreign currency-denominated debt
used to manage foreign currency exposures on the firm’s
net
in certain non-U.S. operations and
(iv) commodity futures contracts used to manage the price
risk of certain commodities.

investment

To qualify for hedge accounting, the hedging instrument
must be highly effective at reducing the risk from the
the firm must
exposure being hedged. Additionally,
formally document the hedging relationship at inception
and assess the hedging relationship at least on a quarterly
basis to ensure the hedging instrument continues to be
highly effective over the life of the hedging relationship.

Goldman Sachs 2021 Form 10-K 147

In the table above, cumulative hedging adjustment included
$5.91 billion as of December 2021 and $6.34 billion as of
December 2020 of hedging adjustments from prior hedging
relationships that were de-designated and substantially all
were related to unsecured long-term borrowings.

In addition, cumulative hedging adjustments for items no
longer designated in a hedging
relationship were
$68 million as of December 2021 and $489 million as of
December 2020 and substantially all were related to
unsecured long-term borrowings.

The firm designates foreign exchange forward contracts as
fair value hedges of the foreign exchange risk of non-U.S.
government securities classified as available-for-sale. See
Note 8 for information about the amortized cost and fair
value of such securities. The effectiveness of such hedges is
assessed based on changes in spot rates. The gains/(losses)
on the hedges (relating to both spot and forward points)
and the foreign exchange gains/(losses) on the related
available-for-sale securities were included in market
making and were not material for both 2021 and 2020.

During 2021,
the firm designated commodity futures
contracts as fair value hedges of the price risk of certain
precious metals included in commodities within trading
assets. As of December 2021, the carrying value of such
commodities was $1.05 billion and the amortized cost was
$1.02 billion. Changes in spot rates of such commodities
are reflected as an adjustment to their carrying value, and
the related gains/(losses) on both the commodities and the
designated futures contracts are included in market making.
The contractual forward points on the designated futures
contracts are amortized into earnings ratably over the life of
the contract and other gains/(losses) as a result of changes in
the forward points are included in other comprehensive
income/(loss). The cumulative hedging adjustment was not
material as of December 2021 and the related gains/(losses)
were not material for 2021.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Fair Value Hedges
The firm designates interest rate swaps as fair value hedges
of certain fixed-rate unsecured long- and short-term debt
and fixed-rate certificates of deposit. These interest rate
swaps hedge changes in fair value attributable to the
designated benchmark interest rate (e.g., London Interbank
Offered Rate (LIBOR), Secured Overnight Financing Rate
(SOFR) or Overnight
Index Swap Rate), effectively
converting a substantial portion of fixed-rate obligations
into floating-rate obligations.

The firm applies a statistical method that utilizes regression
analysis when assessing the effectiveness of these hedging
relationships in achieving offsetting changes in the fair
values of the hedging instrument and the risk being hedged
(i.e., interest rate risk). An interest rate swap is considered
highly effective in offsetting changes
in fair value
attributable to changes in the hedged risk when the
regression analysis results in a coefficient of determination
of 80% or greater and a slope between 80% and 125%.

For qualifying interest rate fair value hedges, gains or losses
on derivatives are included in interest expense. The change
in fair value of the hedged item attributable to the risk being
hedged is reported as an adjustment to its carrying value
(hedging adjustment) and is also included in interest
expense. When a derivative is no longer designated as a
hedge, any remaining difference between the carrying value
and par value of the hedged item is amortized in interest
expense over the remaining life of the hedged item using the
further
effective interest method. See Note 23 for
information about interest income and interest expense.

The table below presents the gains/(losses) from interest
rate derivatives accounted for as hedges and the related
hedged borrowings and deposits, and total interest expense.

Year Ended December

$ in millions

2021

2020

2019

Interest rate hedges
Hedged borrowings and deposits
Interest expense

$(6,638)
$ 6,085
$ 5,650

$ 3,862
$(4,557)
$ 8,938

$ 3,196
$ (3,657)
$17,376

The table below presents the carrying value of deposits and
unsecured borrowings that are designated in a hedging
relationship and the related cumulative hedging adjustment
(increase/(decrease))
from current and prior hedging
relationships included in such carrying values.

$ in millions

As of December 2021

Deposits
Unsecured short-term borrowings
Unsecured long-term borrowings

As of December 2020

Deposits
Unsecured short-term borrowings
Unsecured long-term borrowings

148 Goldman Sachs 2021 Form 10-K

Carrying
Value

Cumulative
Hedging
Adjustment

$ 14,131
2,167
$
$144,934

246
$
5
$
$ 6,169

$ 17,303
$
5,976
$115,242

649
$
$
53
$11,624

The table below presents the gains/(losses)
investment hedging.

from net

$ in millions

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Net Investment Hedges
The firm seeks to reduce the impact of fluctuations in
foreign exchange rates on its net investments in certain
non-U.S. operations through the use of foreign currency
forward contracts and foreign currency-denominated debt.
For foreign currency forward contracts designated as
hedges, the effectiveness of the hedge is assessed based on
the overall changes in the fair value of the forward contracts
(i.e., based on changes in forward rates). For foreign
currency-denominated debt designated as a hedge, the
effectiveness of the hedge is assessed based on changes in
spot rates. For qualifying net investment hedges, all gains or
losses on the hedging instruments are included in currency
translation.

$ in millions

Hedges:

Year Ended December

2021

2020

2019

Foreign currency forward contract
Foreign currency-denominated debt

$755
$386

$(126)
$(297)

$ 6
$(19)

Gains or losses on individual net investments in non-U.S.
reclassified from accumulated other
operations are
comprehensive income/(loss) to other principal transactions
in the consolidated statements of earnings when such net
investments are sold or substantially liquidated. The gross
and net gains and losses on hedges and the related net
investments in non-U.S. operations reclassified to earnings
from accumulated other comprehensive income/(loss) was
not material for 2021, $61 million (reflecting a gain of
$214 million related to hedges and a loss of $153 million on
the related net investments in non-U.S. operations) for 2020
and not material for 2019.

The firm had designated $3.71 billion as of December 2021
and $4.97 billion as of December 2020 of foreign currency-
denominated debt, included in unsecured long- and short-
term borrowings, as hedges of net investments in non-U.S.
subsidiaries.

Note 8.
Investments

Investments includes debt instruments and equity securities
that are accounted for at fair value and are generally held by
the firm in connection with its
long-term investing
activities. In addition, investments includes debt securities
classified as available-for-sale and held-to-maturity that are
generally held in connection with the firm’s asset-liability
management activities. Investments also consists of equity
securities that are accounted for under the equity method.

The table below presents information about investments.

Equity securities, at fair value
Debt instruments, at fair value
Available-for-sale securities, at fair value
Investments, at fair value
Held-to-maturity securities
Equity method investments
Total investments

As of December

2021

2020

$18,937
15,558
48,932
83,427
4,699
593
$88,719

$19,781
16,981
46,016
82,778
5,301
366
$88,445

Equity Securities and Debt Instruments, at Fair Value
Equity securities and debt instruments, at fair value are
accounted for at fair value either under the fair value option
or in accordance with other U.S. GAAP, and the related fair
value gains and losses are recognized in the consolidated
statements of earnings.

Equity Securities, at Fair Value. Equity securities, at fair
value consists of the firm’s public and private equity
investments in corporate and real estate entities.

The table below presents
securities, at fair value.

information about equity

$ in millions

Equity securities, at fair value

Equity Type
Public equity
Private equity
Total

Asset Class
Corporate
Real estate
Total

As of December

2021

2020

$18,937

$19,781

24%
76%
100%

78%
22%
100%

15%
85%
100%

83%
17%
100%

Goldman Sachs 2021 Form 10-K 149

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ Equity securities, at

fair value included investments
accounted for at fair value under the fair value option
where the firm would otherwise apply the equity method
of accounting of $5.81 billion as of December 2021 and
$7.14 billion as of December 2020. Gains recognized as a
result of changes in the fair value of equity securities for
which the fair value option was elected were $2.12 billion
for 2021 and $573 million for 2020. These gains are
included in other principal transactions.

‰ Equity securities, at fair value included $1.80 billion as of
December 2021 and $2.35 billion as of December 2020
of investments in funds that are measured at NAV.

Debt Instruments, at Fair Value. Debt instruments, at
fair value primarily includes mezzanine,
senior and
distressed debt.

table below presents

The
instruments, at fair value.

information about debt

$ in millions

Corporate debt securities
Securities backed by real estate
Money market instruments
Other
Total

As of December

2021

2020

$ 9,793
2,280
1,396
2,089
$15,558

$10,991
1,940
2,185
1,865
$16,981

In the table above:
‰ Money market

instruments primarily includes

time

deposits and investments in money market funds.

‰ Other included $1.67 billion as of December 2021 and
$1.31 billion as of December 2020 of investments in
credit funds that are measured at NAV.

Investments in Funds at Net Asset Value Per Share.
Equity securities and debt instruments, at fair value include
investments in funds that are measured at NAV of the
investment fund. The firm uses NAV to measure the fair
value of fund investments when (i) the fund investment does
not have a readily determinable fair value and (ii) the NAV
of the investment fund is calculated in a manner consistent
with the measurement principles of investment company
accounting, including measurement of the investments at
fair value.

Substantially all of the firm’s investments in funds at NAV
consist of investments in firm-sponsored private equity,
credit, real estate and hedge funds where the firm co-invests
with third-party investors.

150 Goldman Sachs 2021 Form 10-K

Private equity funds primarily invest in a broad range of
leveraged buyouts,
including
industries worldwide,
recapitalizations,
and distressed
growth investments
investments. Credit funds generally invest in loans and
other fixed income instruments and are focused on
for leveraged and
providing private high-yield capital
management
recapitalizations,
transactions,
buyout
financings, refinancings, acquisitions and restructurings for
private equity firms, private family companies and
corporate issuers. Real estate funds
invest globally,
primarily in real estate companies, loan portfolios, debt
recapitalizations and property. Private equity, credit and
real estate funds are closed-end funds in which the firm’s
investments are generally not eligible for redemption.
Distributions will be received from these funds as the
underlying assets are liquidated or distributed, the timing of
which is uncertain.

The firm also invests in hedge funds, primarily multi-
disciplinary hedge funds that employ a fundamental
bottom-up investment approach across various asset classes
and strategies. The firm’s investments in hedge funds
primarily include interests where the underlying assets are
illiquid in nature, and proceeds from redemptions will not
be received until the underlying assets are liquidated or
distributed, the timing of which is uncertain.

Private equity and hedge funds described above are
primarily “covered funds” as defined in the Volcker Rule of
the U.S. Dodd-Frank Wall Street Reform and Consumer
Protection Act (Dodd-Frank Act). Substantially all of the
credit and real estate funds described above are not covered
funds. The Board of Governors of the Federal Reserve
System (FRB) extended the conformance period to
July 2022 for the firm’s investments in, and relationships
with, certain legacy “illiquid funds” (as defined in the
Volcker Rule) that were in place prior to December 2013.
This extension is applicable to substantially all of the firm’s
remaining investments in, and relationships with, such
covered funds. As of December 2021, the firm’s total
investments in funds at NAV of $3.47 billion included
$903 million of investments in covered funds for which
compliance with the Volcker Rule will need to be achieved
by July 2022.

The firm expects to achieve compliance for these covered
funds through ongoing harvesting of underlying fund
investments in the ordinary course or through structural
modifications to these funds. To the extent that the firm is
not able to achieve compliance through these measures, the
firm will be required to sell its interests in such funds by
July 2022. If that occurs, the firm may receive a value for its
interests that is less than the then carrying value as there
could be a limited secondary market for these investments
and the firm may be unable to sell them in orderly
transactions.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents the fair value of investments in
funds at NAV and the related unfunded commitments.

$ in millions

As of December 2021

Private equity funds
Credit funds
Hedge funds
Real estate funds
Total

As of December 2020
Private equity funds
Credit funds
Hedge funds
Real estate funds
Total

Fair Value of
Investments

Unfunded
Commitments

$1,411
1,686
84
288
$3,469

$2,042
1,312
102
208
$3,664

$ 619
556
–
147
$1,322

$ 557
680
–
213
$1,450

Available-for-Sale Securities
Available-for-sale securities are accounted for at fair value,
and the related unrealized fair value gains and losses are
included in accumulated other comprehensive income/(loss)
unless designated in a fair value hedging relationship. See
Note 7 for information about available-for-sale securities
that are designated in a hedging relationship.

table

The
available-for-sale securities by tenor.

below presents

information

about

$ in millions

As of December 2021

Amortized
Cost

Weighted
Average
Yield

Fair
Value

Less than 1 year
1 year to 5 years
5 years to 10 years
Greater than 10 years
Total U.S. government obligations

$

25 $

41,536
5,337
2
46,900

25
41,066
5,229
2
46,322

5 years to 10 years
Total non-U.S. government obligations
Total available-for-sale securities

2,693
2,693

2,610
2,610
$49,593 $48,932

As of December 2020

Less than 1 year
1 year to 5 years
5 years to 10 years
Total U.S. government obligations

5 years to 10 years
Greater than 10 years
Total non-U.S. government obligations
Total available-for-sale securities

$

25 $

35,831
7,454
43,310

25
36,158
7,732
43,915

1,739
353
2,092

1,744
357
2,101
$45,402 $46,016

0.12%
0.47%
0.92%
2.00%
0.53%

0.33%
0.33%
0.52%

0.08%
0.70%
1.19%
0.78%

0.10%
0.74%
0.21%
0.76%

In the table above:
‰ Available-for-sale securities were classified in level 1 of
the fair value hierarchy as of both December 2021 and
December 2020.

‰ The weighted average yield for available-for-sale
securities is computed using the effective interest rate of
each security at the end of the period, weighted based on
the fair value of each security.

‰ The gross unrealized gains included in accumulated other
comprehensive income/(loss) were $118 million and the
gross unrealized losses included in accumulated other
comprehensive income/(loss) were $779 million as of
December 2021 and primarily related to U.S. government
obligations in a continuous unrealized loss position for
less than a year. The gross unrealized gains included in
accumulated other comprehensive income/(loss) were
$631 million and the gross unrealized losses included in
accumulated other comprehensive income/(loss) were not
material as of December 2020. Net unrealized gains/
(losses) included in other comprehensive income/(loss)
were $(1.28) billion ($(955) million, net of tax) for 2021
and $557 million ($417 million, net of tax) for 2020.

‰ If the fair value of available-for-sale securities is less than
amortized cost, such securities are considered impaired. If
the firm has the intent to sell the debt security, or if it is
more likely than not that the firm will be required to sell
the debt security before recovery of its amortized cost, the
difference between the amortized cost (net of allowance,
if any) and the fair value of the securities is recognized as
an impairment loss in earnings. The firm did not record
any such impairment losses during either 2021 or 2020.
Impaired available-for-sale debt securities that the firm
has the intent and ability to hold are reviewed to
determine if an allowance for credit losses should be
recorded. The firm considers various factors in such
determination, including market conditions, changes in
issuer credit ratings and severity of the unrealized losses.
The firm did not record any provision for credit losses on
such securities during either 2021 or 2020.

Goldman Sachs 2021 Form 10-K 151

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents gross realized gains/(losses) and
the proceeds from the sales of available-for-sale securities.

$ in millions

Gross realized gains
Gross realized losses
Gains/(losses)

Year Ended December

2021

206
(19)
187

$

$

2020

2019

$ 319
–
$ 319

$ 181
–
$ 181

Proceeds from sales

$24,882

$4,489

$9,580

In the table above,
the realized gains/(losses) were
reclassified from accumulated other comprehensive income/
(loss) to other principal transactions in the consolidated
statements of earnings.

Fair Value of Investments by Level
The table below presents investments accounted for at fair
value by level within the fair value hierarchy.

$ in millions

Level 1

Level 2

Level 3

Total

As of December 2021

Government and agency obligations:

U.S.
Non-U.S.

Corporate debt securities
Securities backed by real estate
Money market instruments
Other debt obligations
Equity securities
Subtotal
Investments in funds at NAV
Total investments

– $
–
5,201
1,202
1,355
35
7,088

$46,322 $
2,612
65
–
41
–
2,135

– $46,322
2,612
–
9,793
4,527
2,280
1,078
1,396
–
417
382
17,138
7,915
$51,175 $14,881 $13,902 $79,958
3,469
$83,427

As of December 2020
Government and agency obligations:

U.S.
Non-U.S.

Corporate debt securities
Securities backed by real estate
Money market instruments
Other debt obligations
Equity securities
Subtotal
Investments in funds at NAV
Total investments

– $

48
5,635
942
1,404
–
7,270

$43,915 $
2,109
70
–
781
–
517

– $43,915
2,157
–
10,991
5,286
1,940
998
2,185
–
497
497
17,429
9,642
$47,392 $15,299 $16,423 $79,114
3,664
$82,778

See Note 4 for an overview of the firm’s fair value
measurement policies and the valuation techniques and
significant inputs used to determine the fair value of
investments.

152 Goldman Sachs 2021 Form 10-K

Significant Unobservable Inputs
The table below presents the amount of level 3 investments,
and ranges
significant
unobservable inputs used to value such investments.

and weighted averages of

As of December 2021

As of December 2020

$ in millions

Amount or
Range

Weighted
Average

Amount or
Range

Weighted
Average

Corporate debt securities
$4,527
Level 3 assets
2.0% to 29.0%
Yield
9.1% to 76.0%
Recovery rate
1.4 to 6.4
Duration (years)
Multiples
0.5x to 28.2x
Securities backed by real estate
Level 3 assets
$1,078
8.3% to 20.3%
Yield
55.1% to 61.0%
Recovery rate
Duration (years)
0.1 to 2.6
Other debt obligations
Level 3 assets
Yield
Duration (years)
Equity securities
Level 3 assets
$7,915
0.4x to 30.5x
Multiples
Discount rate/yield 2.0% to 35.0%
Capitalization rate 3.5% to 14.0%

$382
2.3% to 10.6%
0.9 to 9.3

$5,286

10.8% 4.5% to 19.5% 10.2%
59.1% 10.0% to 70.0% 50.7%
4.2
6.9x

3.0 to 7.7
0.6x to 29.3x

3.8
6.9x

$998

13.1% 8.2% to 52.4% 17.5%
56.4% 21.6% to 57.8% 33.7%
2.7

0.4 to 3.6

1.2

3.2%
4.8

$497
1.7% to 6.2%
0.2 to 10.3

3.5%
6.4

$9,642
9.0x
0.6x to 27.9x
10.1x
14.1% 4.0% to 38.5% 13.5%
6.3%

5.7% 3.7% to 14.1%

In the table above:
‰ Ranges represent the significant unobservable inputs that
were used in the valuation of each type of investment.
‰ Weighted averages are calculated by weighting each input

by the relative fair value of the investment.

‰ The ranges and weighted averages of these inputs are not
representative of the appropriate inputs to use when
calculating the fair value of any one investment. For
example, the highest multiple for private equity securities
is appropriate for valuing a specific private equity security
but may not be appropriate for valuing any other private
equity security. Accordingly, the ranges of inputs do not
represent uncertainty in, or possible ranges of, fair value
measurements of level 3 investments.

‰ Increases in yield, discount rate, capitalization rate or
duration used in the valuation of level 3 investments
would have resulted in a lower fair value measurement,
while increases in recovery rate or multiples would have
resulted in a higher fair value measurement as of both
December 2021 and December 2020. Due to the
distinctive nature of each level 3 investment,
the
interrelationship of inputs is not necessarily uniform
within each product type.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Corporate debt securities, securities backed by real estate
and other debt obligations are valued using discounted
cash flows, and equity securities are valued using market
comparables and discounted cash flows.

‰ The fair value of any one instrument may be determined
using multiple valuation techniques. For example, market
comparables and discounted cash flows may be used
together to determine fair value. Therefore, the level 3
balance encompasses both of these techniques.

Level 3 Rollforward
The table below presents a summary of the changes in fair
value for level 3 investments.

$ in millions

Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$16,423
449
1,263
1,600
(2,135)
(3,265)
3,080
(3,513)
$13,902

$15,282
215
(443)
1,815
(1,550)
(1,570)
4,708
(2,034)
$16,423

In the table above:
‰ Changes in fair value are presented for all investments
that are classified in level 3 as of the end of the period.
‰ Net unrealized gains/(losses) relates to investments that

were still held at period-end.

‰ Transfers between levels of the fair value hierarchy are
reported at the beginning of the reporting period in which
they occur. If an investment was transferred to level 3
during a reporting period, its entire gain or loss for the
period is classified in level 3.

‰ For level 3 investments, increases are shown as positive
amounts, while decreases are shown as negative amounts.

The table below presents information, by product type, for
investments included in the summary table above.

$ in millions

Corporate debt securities
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Securities backed by real estate
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Other debt obligations
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Equity securities
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$ 5,286
167
311
431
(594)
(1,876)
1,871
(1,069)
$ 4,527

$

998
45
6
182
(44)
(234)
142
(17)
$ 1,078

$

$

497
12
1
63
(96)
–
(95)
382

$ 9,642
225
945
924
(1,497)
(1,059)
1,067
(2,332)
$ 7,915

$ 3,465
110
(96)
636
(302)
(678)
2,661
(510)
$ 5,286

$

$

$

$

595
22
(96)
233
–
(83)
327
–
998

319
15
1
113
(45)
94
–
497

$10,903
68
(252)
833
(1,248)
(764)
1,626
(1,524)
$ 9,642

Level 3 Rollforward Commentary
Year Ended December 2021. The net realized and
unrealized gains on level 3 investments of $1.71 billion
realized gains and
(reflecting $449 million of net
$1.26 billion of net unrealized gains) for 2021 included
gains of $1.53 billion reported in other principal
transactions and $180 million reported in interest income.

The net unrealized gains on level 3 investments for 2021
primarily reflected gains on certain private equity securities
and corporate debt securities (in each case, principally
driven by corporate performance and company-specific
events).

Goldman Sachs 2021 Form 10-K 153

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Transfers into level 3 investments during 2021 primarily
reflected transfers of certain corporate debt securities from
level 2 (principally due to reduced price transparency as a
result of a lack of market evidence, including fewer market
transactions in these instruments, and certain unobservable
yield and duration inputs becoming significant to the
valuation of these instruments) and transfers of certain
private equity securities from level 2 (principally due to
reduced price transparency as a result of a lack of market
evidence,
including fewer market transactions in these
instruments).

Transfers out of level 3 investments during 2021 primarily
reflected transfers of certain private equity securities to
level 2 (principally due to increased price transparency as a
result of market evidence, including market transactions in
these instruments) and transfers of certain corporate debt
securities to level 2 (principally due to certain unobservable
yield and duration inputs no longer being significant to the
these instruments, and increased price
valuation of
transparency as a result of market evidence,
including
market transactions of these instruments).

Year Ended December 2020. The net realized and
unrealized losses on level 3 investments of $228 million
realized gains and
(reflecting $215 million of net
$443 million of net unrealized losses) for 2020 included
losses of $428 million reported in other principal
transactions and $200 million reported in interest income.

The net unrealized losses on level 3 investments for 2020
reflected losses on certain private equity, corporate debt
securities and securities backed by real estate (in each case,
principally driven by corporate performance).

Transfers into level 3 investments during 2020 primarily
reflected transfers of certain corporate debt securities from
level 2 (principally due to reduced price transparency as a
result of a lack of market evidence,
including fewer
transactions in these instruments, and certain unobservable
yield and duration inputs becoming significant to the
valuation of these instruments) and transfers of certain
private equity securities from level 2 (principally due to
reduced price transparency as a result of a lack of market
evidence,
these
instruments).

transactions

including

fewer

in

Transfers out of level 3 investments during 2020 primarily
reflected transfers of certain private equity securities and
corporate debt securities to level 2 (principally due to
increased price transparency as a result of market evidence,
including market transactions in these instruments).

154 Goldman Sachs 2021 Form 10-K

Held-to-Maturity Securities
Held-to-maturity securities are accounted for at amortized
cost.

The table below presents information about held-to-maturity
securities by type and tenor.

$ in millions

As of December 2021

Amortized
Cost

Fair
Value

Weighted
Average
Yield

1 year to 5 years
Total U.S. government obligations

$4,054
4,054

$4,200
4,200

5 years to 10 years
Greater than 10 years
Total securities backed by real estate
Total held-to-maturity securities

3
642
645
$4,699

3
670
673
$4,873

As of December 2020

Less than 1 year
1 year to 5 years
5 years to 10 years
Total U.S. government obligations

5 years to 10 years
Greater than 10 years
Total securities backed by real estate
Total held-to-maturity securities

$ 501
2,529
1,531
4,561

4
736
740
$5,301

$ 513
2,695
1,675
4,883

3
751
754
$5,637

2.30%
2.30%

2.78%
1.03%
1.04%
2.13%

2.53%
2.34%
2.25%
2.33%

2.56%
1.08%
1.08%
2.15%

In the table above:
‰ Substantially all of the securities backed by real estate

consist of securities backed by residential real estate.

‰ As these securities are not accounted for at fair value, they
are not included in the firm’s fair value hierarchy in
Notes 4 through 10. Had these securities been included in
fair value hierarchy, U.S. government
the
obligations would have been classified in level 1 and
securities backed by real estate would have been primarily
classified in level 2 of the fair value hierarchy as of both
December 2021 and December 2020.

firm’s

‰ The weighted average yield for held-to-maturity securities
is computed using the effective interest rate of each
security at the end of the period, weighted based on the
amortized cost of each security.

‰ The gross unrealized gains were $175 million as of
December 2021 and $340 million as of December 2020.
The gross unrealized losses were not material as of both
December 2021 and December 2020.

‰ Held-to-maturity securities are reviewed to determine if
an allowance for credit losses should be recorded in the
consolidated statements of earnings. The firm considers
various factors in such determination, including market
conditions, changes in issuer credit ratings, historical
credit losses and sovereign guarantees. Provision for
credit losses on such securities was not material during
either 2021 or 2020.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 9.
Loans

loans held for investment

Loans include (i)
that are
accounted for at amortized cost net of allowance for loan
losses or at fair value under the fair value option and
(ii) loans held for sale that are accounted for at the lower of
cost or fair value. Interest on loans is recognized over the
life of the loan and is recorded on an accrual basis.

The table below presents information about loans.

‰ Wealth Management. Wealth management

loans
includes loans extended to private bank clients, including
wealth management and other clients. These loans are
used to finance investments in both financial and
nonfinancial assets, bridge cash flow timing gaps or
provide liquidity for other needs. Substantially all of such
loans are secured by securities, residential real estate,
commercial real estate or other assets.

$ in millions

As of December 2021

Loan Type
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total loans, gross
Allowance for loan losses
Total loans

As of December 2020

Loan Type
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total loans, gross
Allowance for loan losses
Total loans

Amortized
Cost

Fair
Value

Held For
Sale

Total

$ 50,960
38,062
21,150
15,493

3,672
8,212
5,958
143,507
(3,573)
$139,934

$ 2,492
5,936
1,588
320

–
–
433
10,769
–
$10,769

$ 44,778
25,151
17,096
5,236

3,823
4,270
3,211
103,565
(3,874)
$ 99,691

$ 2,751
7,872
1,961
494

–
–
547
13,625
–
$13,625

$2,475
–
3,145
100

–
–
2,139
7,859
–
$7,859

$1,130
–
1,233
20

–
–
416
2,799
–
$2,799

$ 55,927
43,998
25,883
15,913

3,672
8,212
8,530
162,135
(3,573)
$158,562

$ 48,659
33,023
20,290
5,750

3,823
4,270
4,174
119,989
(3,874)
$116,115

In the table above, loans held for investment that are
accounted for at amortized cost include net deferred fees
and costs, and unamortized premiums and discounts, which
are amortized over the life of the loan. These amounts were
less than 1% of loans accounted for at amortized cost as of
both December 2021 and December 2020.

The following is a description of the loan types in the table
above:
‰ Corporate. Corporate

term loans,
loans
revolving lines of credit, letter of credit facilities and
bridge loans, and are principally used for operating and
general corporate purposes, or in connection with
acquisitions. Corporate loans may be secured or
unsecured, depending on the loan purpose, the risk profile
of the borrower and other factors.

includes

‰ Commercial Real Estate. Commercial real estate loans
includes originated loans (other than those extended to
private bank clients) that are directly or indirectly secured
by hotels, retail stores, multifamily housing complexes
and commercial and industrial properties. Commercial
real estate loans also includes loans extended to clients
who warehouse assets that are directly or indirectly
backed by
In addition,
commercial real estate includes loans purchased by the
firm.

commercial

estate.

real

‰ Residential Real Estate. Residential real estate loans
primarily includes loans extended by the firm to clients
(other than those extended to private bank clients) who
warehouse assets that are directly or indirectly secured by
residential real estate and loans purchased by the firm.
‰ Installment. Installment loans are unsecured and are

originated by the firm.

‰ Credit Cards. Credit card loans are loans made pursuant
to revolving lines of credit issued to consumers by the
firm.

‰ Other. Other loans primarily includes loans extended to
that are directly or
clients who warehouse assets
indirectly secured by consumer loans,
including auto
loans and private student loans, and other assets. Other
loans also includes unsecured consumer and credit card
loans purchased by the firm.

Credit Quality
Risk Assessment. The firm’s risk assessment process
includes evaluating the credit quality of its loans by our
independent risk oversight and control
function. For
corporate loans and a majority of wealth management, real
estate and other loans, the firm performs credit reviews
which include initial and ongoing analyses of its borrowers,
resulting in an internal credit rating. A credit review is an
analysis of the capacity and willingness of a borrower to
meet its financial obligations and is performed on an annual
basis or more frequently if circumstances change that
indicate that a review may be necessary. The determination
of internal credit ratings also incorporates assumptions
with respect to the nature of and outlook for the borrower’s
industry and the economic environment.

Goldman Sachs 2021 Form 10-K 155

In the table above:
‰ Wealth management loans included in the other metrics/
unrated category primarily consists of loans backed by
residential real estate and securities, and real estate loans
included in the other metrics/unrated category primarily
consists of purchased loans. The firm’s risk assessment
process for these loans includes reviewing certain key
metrics, such as loan-to-value ratio, delinquency status,
collateral values, expected cash flows, the Fair Isaac
Corporation (FICO) credit score (which measures a
borrower’s creditworthiness by considering factors such
as payment and credit history) and other risk factors.

‰ For installment and credit card loans included in the other
metrics/unrated category, the evaluation of credit quality
incorporates the borrower’s FICO credit score. FICO
credit scores are periodically refreshed by the firm to
assess the updated creditworthiness of the borrower. See
“Vintage” below for information about installment and
credit card loans by FICO credit scores.

The firm also assigns a regulatory risk rating to its loans
based on the definitions provided by the U.S. federal bank
regulatory agencies. Total loans included 92% of loans as
of December 2021 and 85% of loans as of December 2020
that were rated pass/non-criticized.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents gross loans by an internally
determined public rating agency equivalent or other credit
metrics and the concentration of secured and unsecured
loans.

$ in millions

Investment-
Grade

Non-Investment-
Grade

Other Metrics/
Unrated

Total

As of December 2021

Accounting Method
Amortized cost
Fair value
Held for sale
Total

Loan Type
Corporate
Wealth management
Real estate:

Commercial
Residential

Consumer:

Installment
Credit cards

Other
Total

Secured
Unsecured
Total

As of December 2020

Accounting Method
Amortized cost
Fair value
Held for sale
Total

Loan Type
Corporate
Wealth management
Real estate:

Commercial
Residential

Consumer:

Installment
Credit cards

Other
Total

Secured
Unsecured
Total

$50,923
2,301
1,650
$54,874

$15,370
31,476

3,986
1,112

–
–
2,930
$54,874

85%
15%
100%

$33,532
2,084
224
$35,840

$ 9,478
22,098

1,792
636

–
–
1,836
$35,840

83%
17%
100%

$75,179
4,634
4,747
$84,560

$40,389
5,730

21,523
13,779

–
–
3,139
$84,560

92%
8%
100%

$58,250
5,925
2,152
$66,327

$38,704
5,331

17,480
3,852

–
–
960
$66,327

90%
10%
100%

$17,405 $143,507
10,769
7,859
$22,701 $162,135

3,834
1,462

$

168 $ 55,927
43,998

6,792

374
1,022

25,883
15,913

3,672
8,212
2,461

3,672
8,212
8,530
$22,701 $162,135

36%
64%
100%

82%
18%
100%

$11,783 $103,565
13,625
2,799
$17,822 $119,989

5,616
423

$

477 $ 48,659
33,023

5,594

1,018
1,262

20,290
5,750

3,823
4,270
1,378

3,823
4,270
4,174
$17,822 $119,989

46%
54%
100%

82%
18%
100%

156 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Vintage. The tables below present gross loans accounted
for at amortized cost (excluding installment and credit card
loans) by an internally determined public rating agency
equivalent or other credit metrics and origination year for
term loans.

$ in millions

Investment-
Grade

Non-Investment-
Grade

Other Metrics/
Unrated

Total

As of December 2021

$ 4,687
2021
1,911
2020
451
2019
1,842
2018
733
2017
274
2016 or earlier
3,800
Revolving
13,698
Corporate
1,405
2021
558
2020
537
2019
334
2018
380
2017
565
2016 or earlier
Revolving
26,349
Wealth management 30,128
334
2021
127
2020
2019
52
207
2018
398
2017
405
2016 or earlier
1,768
Revolving
3,291
Commercial real estate
113
2021
260
2020
–
2019
–
2018
8
2017
2016 or earlier
–
673
Revolving
1,054
Residential real estate
–
2021
–
2020
–
2019
–
2018
2017
–
2,752
Revolving
2,752
Other
$50,923
Total

$10,424
4,561
3,949
2,901
1,857
1,693
11,744
37,129
1,186
287
352
38
31
243
2,127
4,264
4,084
1,890
1,336
829
624
583
8,412
17,758
1,944
557
–
84
65
1
10,919
13,570
694
59
25
30
5
1,645
2,458
$75,179

$

7
–
–
–
–
74
133
1,265
–
–
–
–
–
2,405
3,670
94
–
–
–
–
7
–
101
253
103
173
165
119
56
–
869
261
378
19
–
8
82
748

52 $ 15,163
6,479
4,400
4,743
2,590
1,967
15,618
50,960
3,856
845
889
372
411
808
30,881
38,062
4,512
2,017
1,388
1,036
1,022
995
10,180
21,150
2,310
920
173
249
192
57
11,592
15,493
955
437
44
30
13
4,479
5,958
$5,521 $131,623

Percentage of total

39%

57%

4%

100%

$ in millions

Investment-
Grade

Non-Investment-
Grade

Other Metrics/
Unrated

Total

As of December 2020

2020
2019
2018
2017
2016
2015 or earlier
Revolving
Corporate
2020
2019
2018
2017
2016
2015 or earlier
Revolving
Wealth management
2020
2019
2018
2017
2016
2015 or earlier
Revolving
Commercial real estate
2020
2019
2018
2017
2016
2015 or earlier
Revolving
Residential real estate
2020
2019
2018
2017
Revolving
Other
Total

$ 1,978
889
2,076
851
268
351
2,662
9,075
497
723
298
377
22
531
18,077
20,525
848
76
137
26
–
–
461
1,548
402
–
–
9
–
–
225
636
242
–
–
–
1,506
1,748
$33,532

$ 7,545
6,106
3,555
3,083
1,262
2,073
11,891
35,515
313
403
87
30
20
264
2,085
3,202
3,071
1,965
2,164
1,734
165
775
5,047
14,921
976
90
123
83
1
–
2,470
3,743
84
67
46
8
664
869
$58,250

–
–
–
–
–

–
–
–
–
–
–

55
–
25
12
9
526
–

$ 140 $ 9,663
6,995
5,631
3,934
1,530
2,424
48 14,601
188 44,778
810
1,126
385
407
42
795
1,424 21,586
1,424 25,151
3,974
2,041
2,326
1,772
174
1,301
5,508
627 17,096
1,493
115
361
271
372
249
244
152
1
–
70
70
2,695
–
5,236
857
792
466
96
29
46
–
8
–
2,269
99
3,211
594
$3,690 $95,472

Percentage of total

35%

61%

4% 100%

In the tables above, revolving loans which converted to
term loans were not material as of both December 2021
and December 2020.

Goldman Sachs 2021 Form 10-K 157

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

loans by
The table below presents gross installment
refreshed FICO credit scores and origination year and gross
credit card loans by refreshed FICO credit scores.

$ in millions

As of December 2021

Greater than or
equal to 660

Less than 660

Total

2021
2020
2019
2018
2017
2016
Installment
Credit cards
Total

Percentage of total:
Installment
Credit cards
Total

As of December 2020

2020
2019
2018
2017
2016
Installment
Credit cards
Total

Percentage of total:
Installment
Credit cards
Total

$2,017
665
508
257
32
1
3,480
6,100
$9,580

95%
74%
81%

$1,321
1,225
792
128
6
3,472
3,398
$6,870

91%
80%
85%

$

42
40
61
42
7
–
192
2,112
$2,304

$ 2,059
705
569
299
39
1
3,672
8,212
$11,884

5%
26%
19%

100%
100%
100%

$

38
132
150
30
1
351
872
$1,223

$ 1,359
1,357
942
158
7
3,823
4,270
$ 8,093

9%
20%
15%

100%
100%
100%

In the table above, credit card loans consist of revolving
lines of credit.

Credit Concentrations. The table below presents the
concentration of gross loans by region.

$ in millions

Value Americas EMEA

Asia

Total

Carrying

As of December 2021

Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

As of December 2020

Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

$ 55,927
43,998
25,883
15,913

3,672
8,212
8,530
$162,135

$ 48,659
33,023
20,290
5,750

3,823
4,270
4,174
$119,989

158 Goldman Sachs 2021 Form 10-K

54% 38% 8% 100%
87% 10% 3% 100%
80% 15% 5% 100%
2% 3% 100%
95%

–
–

100%
100%

100%
100%
84% 15% 1% 100%
76% 19% 5% 100%

–
–

60% 31% 9% 100%
88% 10% 2% 100%
71% 19% 10% 100%
88% 9% 3% 100%

–
–

100%
100%

– 100%
– 100%
81% 17% 2% 100%
75% 19% 6% 100%

In the table above:
‰ EMEA represents Europe, Middle East and Africa.
‰ The top five industry concentrations for corporate loans
as of December 2021 were 21% for funds (13% as of
December 2020), 18% for
technology, media &
telecommunications (17% as of December 2020), 13%
for diversified industrials (17% as of December 2020),
9% for natural resources & utilities (12% as of
December 2020), and 8% for financial institutions (10%
as of December 2020).

Nonaccrual and Past Due Loans. Loans accounted for at
amortized cost (other than credit card loans) are placed on
nonaccrual status when it is probable that the firm will not
collect all principal and interest due under the contractual
terms, regardless of the delinquency status or if a loan is
past due for 90 days or more, unless the loan is both well
collateralized and in the process of collection. At that time,
all accrued but uncollected interest is reversed against
interest
income and interest subsequently collected is
recognized on a cash basis to the extent the loan balance is
deemed collectible. Otherwise, all cash received is used to
reduce the outstanding loan balance. A loan is considered
past due when a principal or interest payment has not been
made according to its contractual terms. Credit card loans
are not placed on nonaccrual status and accrue interest
until the loan is paid in full or is charged off.

In certain circumstances, the firm may modify the original
terms of a loan agreement by granting a concession to a
borrower experiencing financial difficulty, typically in the
form of a modification of loan covenants, but may also
include forbearance of
interest or principal, payment
extensions or interest rate reductions. These modifications,
to the extent significant, are considered troubled debt
restructurings (TDRs). Loan modifications that extend
payment terms for a period of less than 90 days are
generally considered insignificant and therefore not
reported as TDRs.

The firm adopted the relief issued under the Coronavirus
Aid, Relief, and Economic Security Act (CARES Act), as
amended, and certain interpretive guidance issued by the
U.S. banking agencies that provides for certain modified
loans that would otherwise meet the definition of a TDR to
not be classified as such. Loans accounted for at amortized
cost that were not classified as TDRs as a result of this relief
and interpretive guidance were $166 million as of
December
of
December 2020. The relief provided under the CARES Act
expired in January 2022.

$184 million

and were

2021

as

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents information about past due loans.

$ in millions

As of December 2021
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

Total divided by gross loans at amortized cost

As of December 2020
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

$

–
58
49
4

42
46
20
$219

Total divided by gross loans at amortized cost

30-89 days

90 days
or more

$

5
–
7
3

20
86
15
$136

$ 90
20
143
4

7
71
3
$338

$294
34
183
23

16
31
4
$585

Total

$ 95
20
150
7

27
157
18
$474

0.3%

$294
92
232
27

58
77
24
$804

0.8%

The table below presents information about nonaccrual
loans.

$ in millions

Corporate
Wealth management
Commercial real estate
Residential real estate
Installment
Other
Total

As of December

2021

2020

$1,559
21
841
5
43
–
$2,469

$2,651
61
649
25
44
122
$3,552

Total divided by gross loans at amortized cost

1.7%

3.4%

In the table above:
‰ Nonaccrual

loans

included $254 million as of
December 2021 and $533 million as of December 2020 of
loans that were 30 days or more past due.

‰ Loans that were 90 days or more past due and still
accruing were not material as of both December 2021
and December 2020.

‰ Nonaccrual

loans

included $267 million as of
December 2021 and $315 million as of December 2020 of
corporate and commercial real estate loans that were
modified in a TDR. The firm’s lending commitments
related to these loans were not material as of both
December 2021 and December 2020. Installment loans
that were modified in a TDR were not material as of both
December 2021 and December 2020.

Allowance for Credit Losses
The firm’s allowance for credit losses consists of the
allowance for losses on loans and lending commitments
accounted for at amortized cost. Loans and lending
commitments accounted for at fair value or accounted for
at the lower of cost or fair value are not subject to an
allowance for credit losses.

To determine the allowance for credit losses, the firm
classifies its loans and lending commitments accounted for
at amortized cost into wholesale and consumer portfolios.
These portfolios represent the level at which the firm has
developed and documented its methodology to determine
the allowance for credit losses. The allowance for credit
losses is measured on a collective basis for loans that exhibit
similar risk characteristics using a modeled approach and
asset-specific basis for loans that do not share similar risk
characteristics.

The allowance for credit losses takes into account the
weighted average of a range of forecasts of future economic
conditions over the expected life of the loan and lending
commitments. The expected life of each loan or lending
commitment is determined based on the contractual term
adjusted for extension options or demand features, or is
modeled in the case of revolving credit card loans. The
forecasts include baseline, favorable and adverse economic
scenarios over a three-year period. For loans with expected
lives beyond three years, the model reverts to historical loss
information based on a non-linear modeled approach. The
forecasted economic scenarios consider a number of risk
factors relevant to the wholesale and consumer portfolios
described below. The firm applies judgment in weighing
individual scenarios each quarter based on a variety of
factors, including the firm’s internally derived economic
outlook, market
recent macroeconomic
consensus,
conditions and industry trends.

The allowance for credit losses also includes qualitative
components which allow management
the
uncertain nature of
capture
economic
uncertainty regarding model inputs, and account for model
imprecision and concentration risk.

forecasting,

to reflect

‰ Allowance for loan losses as a percentage of

total
nonaccrual loans was 144.7% as of December 2021 and
109.1% as of December 2020.

Goldman Sachs 2021 Form 10-K 159

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

inherent

in those

functions. Personnel within the

Management’s estimate of credit losses entails judgment
about loan collectability at the reporting dates, and there
are uncertainties
judgments. The
allowance for credit losses is subject to a governance
involves review and approval by senior
process that
management within the firm’s independent risk oversight
and control
firm’s
independent risk oversight and control
functions are
responsible for forecasting the economic variables that
underlie the economic scenarios that are used in the
modeling of expected credit losses. While management uses
the best information available to determine this estimate,
future adjustments to the allowance may be necessary based
on, among other
in the economic
things, changes
environment or variances between actual results and the
original assumptions used.

loans and lending
The table below presents gross
commitments accounted for at amortized cost by portfolio.

As of December

2021

2020

$ in millions

Loans

Lending
Commitments

Lending
Commitments

Loans

Wholesale
Corporate
Wealth management
Commercial real estate
Residential real estate
Other
Consumer
Installment
Credit cards
Total

$ 50,960
38,062
21,150
15,493
5,958

3,672
8,212
$143,507

$143,296 $ 44,778
25,151
17,096
5,236
3,211

4,091
4,306
3,317
6,169

9
35,932

3,823
4,270
$197,120 $103,565

$127,756
2,314
4,154
1,804
4,841

4
21,640
$162,513

In the table above:
‰ Wholesale

as

loans

$2.43

billion

included

of
December 2021 and $3.51 billion as of December 2020 of
nonaccrual loans for which the allowance for credit losses
was measured on an asset-specific basis. The allowance
for credit losses on these loans was $543 million as of
December 2021 and $649 million as of December 2020.
These loans included $140 million as of December 2021
and $584 million as of December 2020 of loans which did
not require a reserve as the loan was deemed to be
recoverable.

‰ Credit card lending commitments included $33.97 billion
as of December 2021 and $21.64 billion as of
December 2020 related to credit card lines issued by the
firm to consumers. These credit card lines are cancellable
by the firm. Credit card lending commitments also
included approximately $2.0 billion as of December 2021
related to a commitment to acquire the General Motors
co-branded credit card portfolio.

See Note 18 for
commitments.

further information about

lending

160 Goldman Sachs 2021 Form 10-K

The following is a description of the methodology used to
calculate the allowance for credit losses:

Wholesale. The allowance for credit losses for wholesale
loans and lending commitments that exhibit similar risk
characteristics is measured using a modeled approach.
These models determine the probability of default and loss
given default based on various risk factors,
including
internal credit ratings,
industry default and loss data,
expected life, macroeconomic indicators, the borrower’s
capacity to meet its financial obligations, the borrower’s
country of risk and industry, loan seniority and collateral
type. For lending commitments, the methodology also
In
considers probability of drawdowns or
addition, for loans backed by real estate, risk factors
include the loan-to-value ratio, debt service ratio and home
price index. The most significant inputs to the forecast
for wholesale loans and lending commitments
model
include unemployment
spreads,
rates, GDP,
commercial and industrial delinquency rates, short- and
long-term interest rates, and oil prices.

funding.

credit

The allowance for loan losses for wholesale loans that do
not share similar risk characteristics, such as nonaccrual
loans or loans in a TDR, is calculated using the present
value of expected future cash flows discounted at the loan’s
original effective rate, the observable market price of the
loan or the fair value of the collateral.

Wholesale loans are charged off against the allowance for
loan losses when deemed to be uncollectible.

Consumer. The allowance for credit losses for consumer
loans that exhibit similar risk characteristics is calculated
using a modeled approach which classifies consumer loans
into pools based on borrower-related and exposure-related
characteristics that differentiate a pool’s risk characteristics
from other pools. The factors considered in determining a
pool are generally consistent with the risk characteristics
used for internal credit risk measurement and management
and include key metrics, such as FICO credit scores,
delinquency status,
loan vintage and macroeconomic
indicators. The most significant inputs to the forecast
model for consumer loans include unemployment rates and
delinquency rates. The expected life of revolving credit card
loans is determined by modeling expected future draws and
the timing and amount of repayments allocated to the
funded balance. The firm also recognizes an allowance for
credit losses on commitments to acquire loans. However,
no allowance for credit losses is recognized on credit card
lending commitments as they are cancellable by the firm.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The allowance for credit losses for consumer loans that do
not share similar risk characteristics, such as loans in a
TDR, is calculated using the present value of expected
future cash flows discounted at the loan’s original effective
rate.

Installment loans are charged off when they are 120 days
past due. Credit card loans are charged off when they are
180 days past due.

Allowance for Credit Losses Rollforward
The table below presents information about the allowance
for credit losses.

$ in millions

Wholesale

Consumer

Total

Year Ended December 2021
Allowance for loan losses
Beginning balance
Net charge-offs
Provision
Other
Ending balance

$2,584
(130)
(231)
(88)
$2,135

1.6%
0.1%

Allowance ratio
Net charge-off ratio
Allowance for losses on lending commitments
Beginning balance
Provision
Other
Ending balance

$ 557
50
(18)
$ 589

Year Ended December 2020
Allowance for loan losses
Beginning balance
Net charge-offs
Provision
Other
Ending balance

$1,331
(615)
2,108
(240)
$2,584

Allowance ratio
Net charge-off ratio
Allowance for losses on lending commitments
Beginning balance
Provision
Ending balance

$ 313
244
$ 557

2.7%
0.6%

$1,290
(203)
351
–
$1,438

12.1%
2.3%

$

–
187
–
$ 187

$ 837
(292)
745
–
$1,290

15.9%
4.2%

$

$

–
–
–

$3,874
(333)
120
(88)
$3,573

2.5%
0.3%

$ 557
237
(18)
$ 776

$2,168
(907)
2,853
(240)
$3,874

3.7%
0.9%

$ 313
244
$ 557

In the table above:
‰ Other primarily represents the reduction to the allowance
related to loans and lending commitments transferred to
held for sale.

‰ The allowance ratio is calculated by dividing the
allowance for loan losses by gross loans accounted for at
amortized cost.

‰ The net charge-off ratio is calculated by dividing net
charge-offs by average gross loans accounted for at
amortized cost.

‰ The beginning balance for the allowance for loan losses
and allowance for losses on lending commitments for 2020
reflects the cumulative effect of measuring the allowance
under the CECL standard as of January 1, 2020. The
cumulative effect was an increase in the allowance for
credit losses of $679 million, which consisted of (i) an
increase in the allowance for loan losses of $727 million
(an increase in the allowance for wholesale loans of
$452 million, an increase in the allowance for consumer
loans of $444 million and a decrease in the allowance for
PCI loans of $169 million) and (ii) a decrease in the
allowance for lending commitments of $48 million.

Allowance for Credit Losses Commentary
Year Ended December 2021. The allowance for credit
losses decreased by $82 million during 2021.

The provision for credit losses reflected growth in the firm’s
lending portfolios, primarily in the consumer portfolio
related to credit cards, including a provision for credit
losses of approximately $185 million relating to the
commitment to acquire the General Motors co-branded
credit card portfolio, largely offset by reserve reduction
driven by improved broader economic environment.

Net charge-offs
for 2021 for wholesale loans were
primarily related to corporate loans and net charge-offs for
consumer loans were primarily related to credit cards.

Forecast model inputs as of December 2021. When
the firm employs a
modeling expected credit
weighted, multi-scenario forecast, which includes baseline,
adverse
scenarios. As of
December 2021, this multi-scenario forecast was primarily
weighted towards the baseline economic scenario.

and favorable

economic

losses,

The table below presents the forecasted U.S. unemployment
and U.S. GDP growth rates used in the baseline economic
scenario of the forecast model.

As of December 2021

U.S. unemployment rate
Forecast for the quarter ended:
June 2022
December 2022
June 2023

Growth in U.S. GDP
Forecast for the year:
2022
2023
2024

3.7%
3.5%
3.4%

3.4%
2.1%
1.8%

In addition, in the adverse economic scenario in the firm’s
forecast model, the U.S. unemployment rate peaks at
approximately 9.5% during the first quarter of 2023 and
the maximum decline in the quarterly U.S. GDP relative to
the fourth quarter of 2021 is approximately 2.5%, which
occurs during the first quarter of 2023.

Goldman Sachs 2021 Form 10-K 161

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ U.S. unemployment rate represents the rate forecasted as

of the respective quarter-end.

‰ Growth in U.S. GDP represents the year-over-year

growth rate forecasted for the respective years.

‰ While the U.S. unemployment and U.S. GDP growth rates
are significant inputs to the forecast model, the model
contemplates a variety of other inputs across a range of
scenarios to provide a forecast of
future economic
conditions. Given the complex nature of the forecasting
process, no single economic variable can be viewed in
isolation and independently of other inputs.

Year Ended December 2020. The allowance for credit
losses increased by $2.63 billion during 2020 reflecting
$679 million relating to the impact of CECL adoption and
$1.95 billion from activity during the period.

by

asset-specific

The provision for credit losses for wholesale and consumer
loans reflected the impact of the coronavirus (COVID-19)
pandemic on economic conditions, which resulted in higher
modeled expected losses and lower recoveries. In addition,
the provision for credit losses for wholesale loans was
ratings
impacted
and
in the
downgrades primarily related to borrowers
media &
diversified
telecommunications and natural
industries.
Besides the weaker economic outlook related to the
COVID-19 pandemic, the provision for credit losses for
consumer loans for 2020 was also impacted by the growth
of the credit card portfolio.

technology,

industrials,

provisions

resources

Net charge-offs
for 2020 for wholesale loans were
primarily related to corporate loans and net charge-offs for
consumer loans were primarily related to installment loans.

162 Goldman Sachs 2021 Form 10-K

Fair Value of Loans by Level
The table below presents loans held for investment
accounted for at fair value under the fair value option by
level within the fair value hierarchy.

$ in millions

Level 1

Level 2

Level 3

Total

As of December 2021
Loan Type
Corporate
Wealth management
Commercial real estate
Residential real estate
Other
Total

As of December 2020
Loan Type
Corporate
Wealth management
Commercial real estate
Residential real estate
Other
Total

$ –
–
–
–
–
$ –

$ –
–
–
–
–
$ –

$ 1,655
5,873
605
115
167
$ 8,415

$ 1,822
7,809
857
234
225
$10,947

$ 837
63
983
205
266
$2,354

$ 929
63
1,104
260
322
$2,678

$ 2,492
5,936
1,588
320
433
$10,769

$ 2,751
7,872
1,961
494
547
$13,625

The gains as a result of changes in the fair value of loans
held for investment for which the fair value option was
elected were $216 million for 2021 and $151 million for
2020. These gains were included in other principal
transactions.

See Note 4 for an overview of the firm’s fair value
measurement policies and the valuation techniques and
significant inputs used to determine the fair value of loans.

Significant Unobservable Inputs
The table below presents the amount of level 3 loans, and
ranges and weighted averages of significant unobservable
inputs used to value such loans.

As of December 2021

As of December 2020

$ in millions

Amount or
Range

Weighted
Average

Amount or
Range

Weighted
Average

Corporate
$837
Level 3 assets
Yield
1.5% to 55.6%
Recovery rate 15.0% to 92.0%
Duration (years)
0.9 to 6.8
Commercial real estate
Level 3 assets
Yield
Recovery rate
Duration (years)
Residential real estate
Level 3 assets
Yield
Duration (years)
Wealth management and other
Level 3 assets
Yield
Duration (years)

$983
3.2% to 18.7%
4.1% to 99.5%
0.4 to 4.0

$329
3.6% to 18.7%
2.9 to 5.5

$205
2.1% to 20.0%
0.1 to 2.4

$929

14.9% 1.1% to 45.2% 12.4%
40.8% 15.0% to 58.0% 31.0%
3.4

1.5 to 5.3

2.7

$1,104

12.6% 4.5% to 19.3% 11.0%
41.4% 3.0% to 99.8% 66.5%
2.6

0.3 to 4.8

1.7

$260

16.1% 2.0% to 14.0% 12.1%
1.7

0.6 to 2.6

1.0

$385
7.1% 2.8% to 18.7%
0.9 to 5.5

3.6

8.0%
4.1

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ Ranges represent the significant unobservable inputs that

were used in the valuation of each type of loan.

‰ Weighted averages are calculated by weighting each input

by the relative fair value of the loan.

‰ The ranges and weighted averages of these inputs are not
representative of the appropriate inputs to use when
calculating the fair value of any one loan. For example,
the highest yield for residential real estate loans is
appropriate for valuing a specific residential real estate
loan but may not be appropriate for valuing any other
residential real estate loan. Accordingly, the ranges of
inputs do not represent uncertainty in, or possible ranges
of, fair value measurements of level 3 loans.

‰ Increases in yield or duration used in the valuation of
level 3 loans would have resulted in a lower fair value
measurement, while increases in recovery rate would have
resulted in a higher fair value measurement as of both
December 2021 and December 2020. Due to the
distinctive
the
each
interrelationship of inputs is not necessarily uniform
within each product type.

nature

loan,

level

of

3

‰ Loans are valued using discounted cash flows.

Level 3 Rollforward
The table below presents a summary of the changes in fair
value for level 3 loans.

$ in millions

Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

$2,678
99
(33)
272
(54)
(668)
369
(309)
$2,354

2020

$1,890
72
87
670
(50)
(727)
836
(100)
$2,678

In the table above:
‰ Changes in fair value are presented for loans that are

classified in level 3 as of the end of the period.

‰ Net unrealized gains/(losses) relates to loans that were

still held at period-end.

‰ Purchases includes originations and secondary purchases.
‰ Transfers between levels of the fair value hierarchy are
reported at the beginning of the reporting period in which
they occur. If a loan was transferred to level 3 during a
reporting period, its entire gain or loss for the period is
classified in level 3.

The table below presents information, by loan type, for
loans included in the summary table above.

$ in millions

Corporate
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Commercial real estate
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Residential real estate
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Wealth management and other
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Purchases
Sales
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$ 929
31
(34)
143
(15)
(251)
127
(93)
$ 837

$1,104
45
(21)
20
(6)
(292)
185
(52)
$ 983

$ 260
12
(41)
58
(4)
(61)
57
(76)
$ 205

$ 385
11
63
51
(29)
(64)
–
(88)
$ 329

$ 752
22
(22)
277
(38)
(125)
163
(100)
$ 929

$ 591
24
60
334
(5)
(366)
466
–
$1,104

$ 221
13
10
48
(2)
(78)
48
–
$ 260

$ 326
13
39
11
(5)
(158)
159
–
$ 385

Level 3 Rollforward Commentary
Year Ended December 2021. The net realized and
unrealized gains on level 3 loans of $66 million (reflecting
$99 million of net realized gains and $33 million of net
unrealized losses) for 2021 included gains of $42 million
reported in other principal transactions and $24 million
reported in interest income.

The drivers of the net unrealized losses on level 3 loans for
2021 were not material.

Transfers into level 3 loans during 2021 primarily reflected
transfers of certain loans backed by commercial real estate
from level 2 (principally due to certain unobservable yield
and duration inputs becoming significant to the valuation
of these instruments) and transfers of certain corporate
loans from level 2 (principally due to reduced price
transparency as a result of a lack of market evidence,
including fewer market transactions in these instruments).

Goldman Sachs 2021 Form 10-K 163

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Transfers out of level 3 loans during 2021 primarily
reflected transfers of certain corporate loans and wealth
management and other loans to level 2 (in each case,
principally due to increased price transparency as a result of
market evidence, including market transactions in these
instruments).

Year Ended December 2020. The net realized and
unrealized gains on level 3 loans of $159 million (reflecting
$72 million of net realized gains and $87 million of net
unrealized gains) for 2020 included gains of $135 million
reported in other principal transactions and $24 million
reported in interest income.

The drivers of the net unrealized gains on level 3 loans for
2020 were not material.

Transfers into level 3 loans during 2020 reflected transfers
real estate,
of certain loans backed by commercial
corporate loans, and wealth management and other loans
from level 2 (in each case, principally due to reduced price
transparency as a result of a lack of market evidence,
including fewer market transactions in these instruments).

Transfers out of
level 3 loans during 2020 reflected
transfers of certain corporate loans to level 2 (principally
due to duration and yield inputs no longer being significant
these loans and increased price
to the valuation of
transparency as a result of increased market evidence,
including market transactions in these instruments).

Estimated Fair Value
The table below presents the estimated fair value of loans
that are not accounted for at fair value and in what level of
the fair value hierarchy they would have been classified if
they had been included in the firm’s fair value hierarchy.

$ in millions

As of December 2021
Amortized cost
Held for sale

As of December 2020
Amortized cost
Held for sale

Carrying
Value

Estimated Fair Value

Level 2

Level 3

Total

$139,934 $87,676
7,859 $ 5,970
$

$54,127
$ 1,917

$141,803
7,887
$

$ 99,691 $52,793
2,799 $ 1,541
$

$48,512
$ 1,271

$101,305
2,812
$

164 Goldman Sachs 2021 Form 10-K

Note 10.
Fair Value Option

financial assets and liabilities at

Other Financial Assets and Liabilities at Fair Value
In addition to trading assets and liabilities, and certain
investments and loans, the firm accounts for certain of its
other
fair value,
substantially all under the fair value option. The primary
reasons for electing the fair value option are to:
‰ Reflect economic events in earnings on a timely basis;
‰ Mitigate volatility in earnings from using different
measurement attributes (e.g., transfers of financial assets
accounted for as financings are recorded at fair value,
whereas the related secured financing would be recorded
on an accrual basis absent electing the fair value option);
and

‰ Address simplification and cost-benefit considerations
(e.g., accounting for hybrid financial instruments at fair
value in their entirety versus bifurcation of embedded
derivatives and hedge accounting for debt hosts).

Hybrid financial instruments are instruments that contain
bifurcatable embedded derivatives and do not require
settlement by physical delivery of nonfinancial assets (e.g.,
physical commodities). If the firm elects to bifurcate the
embedded derivative from the associated debt,
the
derivative is accounted for at fair value and the host
contract is accounted for at amortized cost, adjusted for the
effective portion of any fair value hedges. If the firm does
not elect to bifurcate, the entire hybrid financial instrument
is accounted for at fair value under the fair value option.

Other financial assets and liabilities accounted for at fair
value under the fair value option include:
‰ Resale and repurchase agreements;
‰ Certain securities borrowed and loaned transactions;
‰ Certain customer and other receivables and certain other

liabilities;

‰ Certain time deposits (deposits with no stated maturity
are not eligible for a fair value option election), including
structured certificates of deposit, which are hybrid
financial instruments;

‰ Substantially all other secured financings,

including

transfers of assets accounted for as financings; and

‰ Certain unsecured short- and long-term borrowings,
all of which are hybrid financial

substantially
instruments.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Fair Value of Other Financial Assets and Liabilities
by Level
The table below presents, by level within the fair value
hierarchy, other financial assets and liabilities at fair value,
substantially all of which are accounted for at fair value
under the fair value option.

$ in millions

Level 1

Level 2

Level 3

Total

As of December 2021
Assets
Resale agreements
Securities borrowed
Customer and other receivables
Total

Liabilities
Deposits
Repurchase agreements
Securities loaned
Other secured financings
Unsecured borrowings:

Short-term
Long-term
Other liabilities
Total

As of December 2020
Assets
Resale agreements
Securities borrowed
Customer and other receivables
Total

Liabilities
Deposits
Repurchase agreements
Securities loaned
Other secured financings
Unsecured borrowings:

Short-term
Long-term
Other liabilities
Total

$ – $ 205,703 $

–
–

39,955
42

$ – $ 245,700 $

– $ 205,703
39,955
–
–
42
– $ 245,700

$ – $ (31,812) $ (3,613) $ (35,425)
(165,883)
(9,170)
(17,074)

(165,883)
(9,170)
(14,508)

–
–
(2,566)

–
–
–

–
–
–

(22,003)
(42,977)
(213)

(29,832)
(52,390)
(359)
$ – $(286,566) $(23,567) $(310,133)

(7,829)
(9,413)
(146)

$ – $ 108,060 $

–
–

28,898
82

$ – $ 137,040 $

– $ 108,060
28,898
–
–
82
– $ 137,040

$ – $ (11,955) $ (4,221) $ (16,176)
(126,571)
(1,053)
(24,126)

(126,569)
(1,053)
(20,652)

(2)
–
(3,474)

–
–
–

–
–
–

(19,227)
(28,335)
(1)

(26,750)
(40,911)
(263)
$ – $(207,792) $(28,058) $(235,850)

(7,523)
(12,576)
(262)

In the table above, other financial assets are shown as
positive amounts and other financial liabilities are shown as
negative amounts.

See Note 4 for an overview of the firm’s fair value
measurement policies and the valuation techniques and
significant inputs used to determine the fair value of other
financial assets and liabilities.

Significant Unobservable Inputs
See below for
significant
information about
unobservable inputs used to value level 3 other financial
assets and liabilities at fair value as of both December 2021
and December 2020.

the

Other Secured Financings. The ranges and weighted
averages of significant unobservable inputs used to value
level 3 other secured financings are presented below. These
ranges and weighted averages exclude unobservable inputs
that are only relevant to a single instrument, and therefore
are not meaningful.

As of December 2021:
‰ Yield: 1.3% to 6.4% (weighted average: 2.1%)
‰ Duration: 0.6 to 7.1 years (weighted average: 3.7 years)

As of December 2020:
‰ Yield: 1.4% to 7.1% (weighted average: 2.7%)
‰ Duration: 1.4 to 8.0 years (weighted average: 4.0 years)

Generally, increases in yield or duration, in isolation, would
have resulted in a lower fair value measurement as of
period-end. Due to the distinctive nature of each of level 3
other secured financings, the interrelationship of inputs is
not necessarily uniform across such financings. See Note 11
for further information about other secured financings.

Borrowings

and Other
Deposits, Unsecured
Liabilities. Substantially all of
the firm’s deposits,
unsecured short- and long-term borrowings, and other
liabilities that are classified in level 3 are hybrid financial
instruments. As the significant unobservable inputs used to
value hybrid financial instruments primarily relate to the
these deposits,
embedded derivative
unsecured
these
and
unobservable inputs are incorporated in the firm’s
derivative disclosures in Note 7. See Note 13 for further
information about deposits, Note 14 for
further
information about unsecured borrowings and Note 15 for
further information about other liabilities.

component of

borrowings

liabilities,

other

no

Repurchase Agreements. As of December 2021, the firm
had
of
repurchase
December 2020, the firm’s level 3 repurchase agreements
were not material.

agreements. As

level

3

Goldman Sachs 2021 Form 10-K 165

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Level 3 Rollforward
The table below presents a summary of the changes in fair
value for level 3 other financial liabilities accounted for at
fair value.

The table below presents information, by the consolidated
balance sheet line items, for liabilities included in the
summary table above.

$ in millions

Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Year Ended December

2021

2020

$(28,058)
(401)
825
(12,632)
14,930
(736)
2,505
$(23,567)

$(21,036)
(317)
(1,301)
(18,123)
15,373
(3,575)
921
$(28,058)

In the table above:
‰ Changes in fair value are presented for all other financial
liabilities that are classified in level 3 as of the end of the
period.

‰ Net unrealized gains/(losses) relates to other financial

liabilities that were still held at period-end.

‰ Transfers between levels of the fair value hierarchy are
reported at the beginning of the reporting period in which
they occur. If a financial liability was transferred to level 3
during a reporting period, its entire gain or loss for the
period is classified in level 3.

financial

‰ For level 3 other financial liabilities, increases are shown
as negative amounts, while decreases are shown as
positive amounts.
‰ Level 3 other

frequently
economically hedged with trading assets and liabilities.
Accordingly, gains or losses that are classified in level 3
can be partially offset by gains or losses attributable to
level 1, 2 or 3 trading assets and liabilities. As a result,
gains or losses included in the level 3 rollforward below
do not necessarily represent the overall impact on the
firm’s results of operations, liquidity or capital resources.

liabilities are

166 Goldman Sachs 2021 Form 10-K

$ in millions

Deposits
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Repurchase agreements
Beginning balance
Net unrealized gains/(losses)
Settlements
Ending balance

Other secured financings
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Unsecured short-term borrowings
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Unsecured long-term borrowings
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Settlements
Transfers into level 3
Transfers out of level 3
Ending balance

Other liabilities
Beginning balance
Net realized gains/(losses)
Net unrealized gains/(losses)
Issuances
Ending balance

Year Ended December

2021

2020

$ (4,221)
(28)
(110)
(473)
1,203
(70)
86
$ (3,613)

$ (4,023)
1
(319)
(4,049)
4,168
(57)
58
$ (4,221)

$

$

(2)
1
1
–

$

$

(30)
(2)
30
(2)

$ (3,474)
(27)
63
(145)
779
(135)
373
$ (2,566)

$ (7,523)
(134)
374
(7,878)
7,188
(163)
307
$ (7,829)

$(12,576)
(212)
381
(4,136)
5,759
(368)
1,739
$ (9,413)

$

(386)
13
(142)
(1,195)
368
(2,132)
–
$ (3,474)

$ (5,707)
(132)
(215)
(6,634)
5,029
(629)
765
$ (7,523)

$(10,741)
(229)
(510)
(6,215)
5,778
(757)
98
$(12,576)

$

$

(262)
–
116
–
(146)

$

$

(149)
30
(113)
(30)
(262)

Level 3 Rollforward Commentary
Year Ended December 2021. The net realized and
unrealized gains on level 3 other financial liabilities of
$424 million (reflecting $401 million of net realized losses
and $825 million of net unrealized gains) for 2021 included
gains/(losses) of $355 million reported in market making,
$32 million reported in other principal transactions and
$(20) million reported in interest
in the
consolidated statements of earnings, and $57 million
reported in debt valuation adjustment in the consolidated
statements of comprehensive income.

expense

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The net unrealized gains on level 3 other financial liabilities
for 2021 primarily reflected gains on certain hybrid
financial
instruments included in unsecured long- and
short-term borrowings (principally due to an increase in
interest rates).

Transfers into level 3 other financial liabilities during 2021
primarily reflected transfers of certain hybrid financial
instruments included in unsecured long- and short-term
borrowings from level 2 (principally due to reduced price
transparency of certain volatility and correlation inputs
used to value these instruments) and certain other secured
financings from level 2 (principally due to reduced price
transparency of certain yield and duration inputs used to
value these instruments).

Transfers out of level 3 other financial liabilities during
2021 primarily reflected transfers of certain hybrid
financial
instruments included in unsecured long- and
short-term borrowings to level 2 (principally due to
increased price transparency of certain volatility and
correlation inputs used to value these instruments, and
certain unobservable volatility inputs no longer being
significant to the valuation of these instruments) and
certain other secured financings to level 2 (principally due
to increased price transparency of certain yield and
duration inputs used to value these instruments).

Year Ended December 2020. The net realized and
unrealized losses on level 3 other financial liabilities of
$1.62 billion (reflecting $317 million of net realized losses
and $1.30 billion of net unrealized losses)
for 2020
included losses of $1.44 billion reported in market making,
$28 million reported in other principal transactions and
$15 million reported in interest expense in the consolidated
statements of earnings, and $139 million reported in debt
valuation adjustment in the consolidated statements of
comprehensive income.

The net unrealized losses on level 3 other financial liabilities
for 2020 primarily reflected losses on certain hybrid
financial
instruments included in unsecured long- and
short-term borrowings (principally due to an increase in
global equity prices), and losses on certain hybrid financial
instruments included in deposits (principally due to an
increase in the market value of the underlying assets).

Transfers into level 3 other financial liabilities during 2020
primarily reflected transfers of certain other secured
financings from level 2 (principally due to reduced price
transparency of certain yield and duration inputs used to
value these instruments), and certain hybrid financial
instruments included in unsecured long- and short-term
borrowings from level 2 (principally due to reduced price
transparency of certain volatility and correlation inputs
used to value these instruments).

Transfers out of level 3 other financial liabilities during
2020 primarily reflected transfers of certain hybrid
financial
instruments included in unsecured short-term
borrowings to level 2 (principally due to increased price
transparency of certain volatility and correlation inputs
used to value these instruments).

Gains and Losses on Other Financial Assets and
Liabilities Accounted for at Fair Value Under the
Fair Value Option
The table below presents the gains and losses recognized in
earnings as a result of the election to apply the fair value
option to certain financial assets and liabilities.

$ in millions

Unsecured short-term borrowings
Unsecured long-term borrowings
Other
Total

Year Ended December

2021

2020

2019

$(1,016)
(2,393)
(135)
$(3,544)

$ 206
(2,804)
(563)
$(3,161)

$(3,365)
(5,251)
(883)
$(9,499)

In the table above:
‰ Gains/(losses) were substantially all included in market

making.

‰ Gains/(losses) exclude contractual

interest, which is
included in interest income and interest expense, for all
instruments other than hybrid financial instruments. See
Note 23 for further information about interest income
and interest expense.

‰ Gains/(losses) included in unsecured short- and long-term
borrowings were substantially all related to the embedded
derivative component of hybrid financial instruments for
2021, 2020 and 2019. These gains and losses would have
been recognized under other U.S. GAAP even if the firm
had not elected to account for the entire hybrid financial
instrument at fair value.

‰ Other primarily consists of gains/(losses) on customer and
other receivables, deposits, other secured financings and
other liabilities.

‰ Other financial assets and liabilities at fair value are
frequently economically hedged with trading assets and
liabilities. Accordingly, gains or losses on such other
financial assets and liabilities can be partially offset by
gains or losses on trading assets and liabilities. As a result,
gains or losses on other financial assets and liabilities do
not necessarily represent the overall impact on the firm’s
results of operations, liquidity or capital resources.

Goldman Sachs 2021 Form 10-K 167

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

See Note 8 for information about gains/(losses) on equity
securities and Note 9 for information about gains/(losses)
on loans which are accounted for at fair value under the fair
value option. Gains/(losses) on trading assets and liabilities
accounted for at fair value under the fair value option are
included in market making. See Note 5 for further
information about gains/(losses) from market making.

Long-Term Debt Instruments
The difference between the aggregate contractual principal
amount and the related fair value of long-term other
secured financings, for which the fair value option was
elected, was not material as of both December 2021 and
December 2020.

The difference between the aggregate contractual principal
amount and the related fair value of unsecured long-term
borrowings, for which the fair value option was elected,
was not material as of December 2021, and the fair value
exceeded the aggregate contractual principal amount by
$445 million as of December 2020. The amount above
includes both principal-protected and non-principal-
protected long-term borrowings.

Debt Valuation Adjustment
The firm calculates the fair value of financial liabilities for
which the fair value option is elected by discounting future
cash flows at a rate which incorporates the firm’s credit
spreads.

The table below presents information about the net debt
valuation adjustment (DVA) gains/(losses) on financial
liabilities for which the fair value option was elected.

$ in millions

Pre-tax DVA
After tax DVA

Year Ended December

2021

$433
$322

2020

$(347)
$(261)

2019

$(2,763)
$(2,079)

In the table above:
‰ After tax DVA is included in debt valuation adjustment in
the consolidated statements of comprehensive income.
‰ The gains/(losses) reclassified to market making in the
consolidated statements of earnings from accumulated
other comprehensive income/(loss) upon extinguishment
of such financial liabilities were not material for 2021,
2020 and 2019.

168 Goldman Sachs 2021 Form 10-K

Loans and Lending Commitments
The table below presents the difference between the
aggregate fair value and the aggregate contractual principal
amount for loans (included in trading assets and loans in
the consolidated balance sheets) for which the fair value
option was elected.

$ in millions

As of December

2021

2020

Performing loans
Aggregate contractual principal in excess of fair value

$1,373

$

958

Loans on nonaccrual status and/or more than 90 days past due
Aggregate contractual principal in excess of fair value
Aggregate fair value

$8,600
$3,559

$10,526
$ 3,519

In the table above, the aggregate contractual principal
amount of loans on nonaccrual status and/or more than
90 days past due (which excludes loans carried at zero fair
value and considered uncollectible) exceeds the related fair
value primarily because the firm regularly purchases loans,
such as distressed loans, at values significantly below the
contractual principal amounts.

The fair value of unfunded lending commitments for which
the fair value option was elected was a liability of
$20 million as of December 2021 and $25 million as of
December 2020, and the related total contractual amount
of these lending commitments was $611 million as of
December 2021 and $1.64 billion as of December 2020. See
Note
lending
commitments.

information

further

about

for

18

Impact of Credit Spreads on Loans and Lending
Commitments
The estimated net gain/(loss) attributable to changes in
instrument-specific credit spreads on loans and lending
commitments for which the fair value option was elected
was $277 million for 2021, $(106) million for 2020 and
$134 million for 2019. The firm generally calculates the fair
value of loans and lending commitments for which the fair
value option is elected by discounting future cash flows at a
rate which incorporates the instrument-specific credit
spreads. For floating-rate loans and lending commitments,
substantially all changes in fair value are attributable to
changes in instrument-specific credit spreads, whereas for
fixed-rate loans and lending commitments, changes in fair
value are also attributable to changes in interest rates.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 11.
Collateralized Agreements and Financings

borrowed. Collateralized

Collateralized agreements are resale agreements and
are
securities
repurchase agreements, securities loaned and other secured
financings. The firm enters into these transactions in order
to, among other things, facilitate client activities, invest
excess cash, acquire securities to cover short positions and
finance certain firm activities.

financings

Collateralized agreements and financings are presented on a
net-by-counterparty basis when a legal right of setoff exists.
Interest on collateralized agreements, which is included in
interest income, and collateralized financings, which is
included in interest expense, is recognized over the life of
the transaction. See Note 23 for further information about
interest income and interest expense.

Resale and Repurchase Agreements
A resale agreement is a transaction in which the firm
purchases financial instruments from a seller, typically in
exchange for cash, and simultaneously enters into an
agreement to resell the same or substantially the same
financial instruments to the seller at a stated price plus
accrued interest at a future date.

A repurchase agreement is a transaction in which the firm
sells financial instruments to a buyer, typically in exchange
for cash, and simultaneously enters into an agreement to
repurchase the same or substantially the same financial
instruments from the buyer at a stated price plus accrued
interest at a future date.

the

involve

Even though repurchase and resale agreements (including
legal
“repos- and reverses-to-maturity”)
transfer of ownership of financial instruments, they are
accounted for as financing arrangements because they
require the financial
instruments to be repurchased or
resold before or at the maturity of the agreement. The
financial
instruments purchased or sold in resale and
repurchase agreements typically include U.S. government
and agency, and investment-grade sovereign obligations.

The firm receives financial instruments purchased under
resale agreements and makes delivery of
financial
instruments sold under repurchase agreements. To mitigate
credit exposure, the firm monitors the market value of these
instruments on a daily basis, and delivers or
financial
obtains additional collateral due to changes in the market
value of the financial
instruments, as appropriate. For
resale agreements, the firm typically requires collateral with
a fair value approximately equal to the carrying value of the
relevant assets in the consolidated balance sheets.

Securities Borrowed and Loaned Transactions
In a securities borrowed transaction, the firm borrows
securities from a counterparty in exchange for cash or
securities. When the firm returns the securities,
the
counterparty returns the cash or securities. Interest is
generally paid periodically over the life of the transaction.

In a securities loaned transaction, the firm lends securities
to a counterparty in exchange for cash or securities. When
the counterparty returns the securities, the firm returns the
cash or securities posted as collateral. Interest is generally
paid periodically over the life of the transaction.

The firm receives securities borrowed and makes delivery of
securities loaned. To mitigate credit exposure, the firm
monitors the market value of these securities on a daily
basis, and delivers or obtains additional collateral due to
changes
the securities, as
appropriate. For securities borrowed transactions, the firm
typically requires collateral with a fair value approximately
equal to the carrying value of the securities borrowed
transaction.

in the market value of

Securities borrowed and loaned within Fixed Income,
Currency and Commodities (FICC) financing are recorded
at fair value under the fair value option. See Note 10 for
further information about securities borrowed and loaned
accounted for at fair value.

Substantially all of securities borrowed and loaned within
Equities financing are recorded based on the amount of
cash collateral advanced or received plus accrued interest.
such securities borrowed to
The firm also reviews
determine if an allowance for credit losses should be
recorded by taking into consideration the fair value of
collateral received. As these agreements generally can be
terminated on demand, they exhibit little, if any, sensitivity
to changes in interest rates. Therefore, the carrying value of
such agreements approximates
these
agreements are not accounted for at fair value, they are not
included in the firm’s fair value hierarchy in Notes 4
through 10. Had these agreements been included in the
firm’s fair value hierarchy, they would have been classified
in level 2 as of both December 2021 and December 2020.

fair value. As

Goldman Sachs 2021 Form 10-K 169

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Offsetting Arrangements
The table below presents resale and repurchase agreements
and securities borrowed and loaned transactions included
in the consolidated balance sheets, as well as the amounts
not offset in the consolidated balance sheets.

Gross Carrying Value of Repurchase Agreements
and Securities Loaned
The table below presents the gross carrying value of
repurchase agreements and securities loaned by class of
collateral pledged.

Assets

Liabilities

Resale
agreements

Securities
borrowed

Repurchase
agreements

Securities
loaned

$ in millions

As of December 2021

Repurchase
agreements

Securities
loaned

$ in millions

As of December 2021

$ 334,725 $ 190,197 $ 294,905 $ 57,931
(11,426)
46,505

(129,022)
165,883

(11,426)
178,771

Included in the consolidated balance sheets
Gross carrying value
Counterparty netting
Total
Amounts not offset
Counterparty netting
Collateral
Total

(129,022)
205,703

(27,376)
(173,915)

(12,822)
(157,752)

4,412 $

$

8,197 $

(27,376)
(134,465)

4,042 $

(12,822)
(33,143)
540

As of December 2020

$ 205,817 $ 147,593 $ 224,328 $ 27,054
(5,433)
21,621

(5,433)
142,160

(97,757)
126,571

Included in the consolidated balance sheets
Gross carrying value
Counterparty netting
Total
Amounts not offset
Counterparty netting
Collateral
Total

(97,757)
108,060

(8,920)
(96,140)

(3,525)
(132,893)

3,000 $

$

5,742 $

(8,920)
(116,819)

832 $

(3,525)
(17,693)
403

Money market instruments
U.S. government and agency obligations
Non-U.S. government and agency obligations
Securities backed by commercial real estate
Securities backed by residential real estate
Corporate debt securities
State and municipal obligations
Other debt obligations
Equity securities
Total

As of December 2020

Money market instruments
U.S. government and agency obligations
Non-U.S. government and agency obligations
Securities backed by commercial real estate
Securities backed by residential real estate
Corporate debt securities
State and municipal obligations
Other debt obligations
Equity securities
Total

$

$

328
132,049
126,397
362
919
11,034
248
374
23,194

14
503
1,254
–
–
510
–
–
55,650
$ 294,905 $57,931

$

$

88
121,751
79,159
65
121
6,364
92
20
16,668

–
–
1,634
–
–
46
–
–
25,374
$ 224,328 $27,054

The table below presents the gross carrying value of
repurchase agreements and securities loaned by maturity.

$ in millions

No stated maturity and overnight
2 - 30 days
31 - 90 days
91 days - 1 year
Greater than 1 year
Total

As of December 2021

Repurchase
agreements

Securities
loaned

$ 97,675
102,440
38,297
41,013
15,480
$294,905

$35,052
153
110
15,656
6,960
$57,931

In the table above:
‰ Repurchase agreements and securities loaned that are
repayable prior to maturity at the option of the firm are
reflected at their contractual maturity dates.

‰ Repurchase agreements and securities loaned that are
redeemable prior to maturity at the option of the holder
are reflected at the earliest dates such options become
exercisable.

In the table above:
‰ Substantially all of the gross carrying values of these
to enforceable netting

subject

are

arrangements
agreements.

‰ Where the firm has received or posted collateral under
credit support agreements, but has not yet determined
such agreements are enforceable, the related collateral has
not been netted.

‰ Amounts not offset includes counterparty netting that
does not meet the criteria for netting under U.S. GAAP
and the fair value of collateral received or posted subject
to enforceable credit support agreements.

‰ Resale agreements and repurchase agreements are carried
at fair value under the fair value option. See Note 4 for
further information about the valuation techniques and
significant inputs used to determine fair value.

‰ Securities borrowed included in the consolidated balance
sheets of $39.96 billion as of December 2021 and
$28.90 billion as of December 2020, and securities loaned
of $9.17 billion as of December 2021 and $1.05 billion as
of December 2020 were at fair value under the fair value
option. See Note 10 for further information about
securities borrowed and securities loaned accounted for
at fair value.

170 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Other Secured Financings
In addition to repurchase agreements and securities loaned
transactions, the firm funds certain assets through the use of
other secured financings and pledges financial instruments
and other assets as collateral in these transactions. These
other secured financings include:
‰ Liabilities of consolidated VIEs;
‰ Transfers of assets accounted for as financings rather than
(e.g., pledged commodities, bank loans and

sales
mortgage whole loans); and

‰ Other structured financing arrangements.

secured

financings

Other
nonrecourse
arrangements. Nonrecourse other secured financings were
$8.64 billion as of December 2021 and $12.31 billion as of
December 2020.

included

The firm has elected to apply the fair value option to
substantially all other secured financings because the use of
fair value eliminates non-economic volatility in earnings
that would arise from using different measurement
attributes. See Note 10 for further information about other
secured financings that are accounted for at fair value.

Other secured financings that are not recorded at fair value
are recorded based on the amount of cash received plus
accrued interest, which generally approximates fair value.
As these financings are not accounted for at fair value, they
are not included in the firm’s fair value hierarchy in Notes 4
through 10. Had these financings been included in the
firm’s fair value hierarchy, substantially all would have
been classified in level 3 as of both December 2021 and
December 2020.

The table below presents information about other secured
financings.

$ in millions

As of December 2021

U.S.
Dollar

Non-U.S.
Dollar

Total

Other secured financings (short-term):

At fair value
At amortized cost

$ 5,315
–

$ 3,664
191

$ 8,979
191

Other secured financings (long-term):

At fair value
At amortized cost

Total other secured financings

4,170
827
$10,312

3,925
452
$ 8,232

8,095
1,279
$18,544

Other secured financings collateralized by:
$ 5,990
$ 4,322

Financial instruments
Other assets

$ 6,834
$ 1,398

$12,824
$ 5,720

As of December 2020

Other secured financings (short-term):

At fair value
At amortized cost

$ 6,371
–

$ 6,847
–

$13,218
–

Other secured financings (long-term):

At fair value
At amortized cost

Total other secured financings

6,632
914
$13,917

4,276
715
$11,838

10,908
1,629
$25,755

Other secured financings collateralized by:

Financial instruments
Other assets

$ 6,841
$ 7,076

$10,068
$ 1,770

$16,909
$ 8,846

In the table above:
‰ Short-term other secured financings includes financings
maturing within one year of the financial statement date
and financings that are redeemable within one year of the
financial statement date at the option of the holder.

‰ Non-U.S. dollar-denominated short-term other secured
financings at amortized cost had a weighted average
interest rate of 0.22% as of December 2021. This rate
includes the effect of hedging activities.

‰ U.S.

long-term other

dollar-denominated

secured
financings at amortized cost had a weighted average
interest rate of 1.06% as of December 2021 and 1.27%
as of December 2020. These rates include the effect of
hedging activities.

‰ Non-U.S. dollar-denominated long-term other secured
financings at amortized cost had a weighted average
interest rate of 0.46% as of December 2021 and 0.40%
as of December 2020. These rates include the effect of
hedging activities.

2021

‰ Total other secured financings included $1.97 billion as
of
and
of December
December 2020 related to transfers of financial assets
accounted for as financings rather than sales. Such
financings were
collateralized by financial assets,
primarily included in trading assets, of $2.02 billion as of
December 2021 and $2.26 billion as of December 2020.

billion

$2.05

as

Goldman Sachs 2021 Form 10-K 171

The firm also pledges certain trading assets in connection
with repurchase agreements, securities loaned transactions
and other secured financings, and other assets (substantially
all real estate and cash) in connection with other secured
financings to counterparties who may or may not have the
right to deliver or repledge them.

The table below presents financial instruments at fair value
received as collateral that were available to be delivered or
repledged and were delivered or repledged.

$ in millions

As of December

2021

2020

Collateral available to be delivered or repledged
Collateral that was delivered or repledged

$1,057,195
$ 875,213

$864,494
$723,409

The table below presents information about assets pledged.

$ in millions

As of December

2021

2020

Pledged to counterparties that had the right to deliver or repledge

Trading assets
Investments

$
$

68,208
12,840

$ 69,031
$ 13,375

Pledged to counterparties that did not have the right to deliver or repledge

Trading assets
Investments
Loans
Other assets

$ 102,259
8,683
$
6,808
$
8,878
$

$ 99,142
$ 2,331
$ 8,320
$ 14,144

The firm also segregates securities for regulatory and other
purposes related to client activity. Such securities are
segregated from trading assets and investments, as well as
from securities
resale
agreements and securities borrowed transactions. Securities
segregated by the firm were $41.49 billion as of
December 2021 and $32.97 billion as of December 2020.

collateral under

received as

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Other secured financings collateralized by financial
instruments included $10.37 billion as of December 2021
and $11.28 billion as of December 2020 of other secured
financings collateralized by trading assets, investments
of
and
December 2021 and $5.63 billion as of December 2020 of
other
secured financings collateralized by financial
instruments received as collateral and repledged.

included

billion

loans,

$2.45

and

as

The table below presents other secured financings by
maturity.

$ in millions

Other secured financings (short-term)
Other secured financings (long-term):
2023
2024
2025
2026
2027 - thereafter
Total other secured financings (long-term)
Total other secured financings

As of
December 2021

$ 9,170

3,585
1,844
855
1,097
1,993
9,374
$18,544

In the table above:
‰ Long-term other secured financings that are repayable
prior to maturity at the option of the firm are reflected at
their contractual maturity dates.

‰ Long-term other secured financings that are redeemable
prior to maturity at the option of the holder are reflected
at the earliest dates such options become exercisable.

Collateral Received and Pledged
The firm receives cash and securities (e.g., U.S. government
and agency obligations, other sovereign and corporate
obligations, as well as equity securities) as collateral,
primarily in connection with resale agreements, securities
borrowed, derivative transactions and customer margin
loans. The firm obtains cash and securities as collateral on
an upfront or contingent basis for derivative instruments
and collateralized agreements to reduce its credit exposure
to individual counterparties.

repurchase

agreements

In many cases, the firm is permitted to deliver or repledge
financial instruments received as collateral when entering
into
loaned
transactions, primarily in connection with secured client
financing activities. The firm is also permitted to deliver or
repledge these financial instruments in connection with
other
derivative
transactions and firm or customer settlement requirements.

collateralized

financings,

securities

secured

and

172 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 12.
Other Assets

The table below presents other assets by type.

$ in millions

As of December

2021

2020

Property, leasehold improvements and equipment $18,094 $23,147
4,332
Goodwill
630
Identifiable intangible assets
2,280
Operating lease right-of-use assets
2,960
Income tax-related assets
Miscellaneous receivables and other
4,096
$34,608 $37,445
Total

4,285
418
2,292
3,860
5,659

and

depreciation

amortization

Property, Leasehold Improvements and Equipment
Property, leasehold improvements and equipment is net of
accumulated
of
$10.81 billion as of December 2021 and $10.12 billion as
of December 2020. Property, leasehold improvements and
equipment included $6.71 billion as of December 2021 and
$6.54 billion as of December 2020 that the firm uses in
connection with its operations, and $194 million as of
December 2021 and $318 million as of December 2020 of
foreclosed real estate primarily related to distressed loans
that were purchased by the firm. The remainder is held by
investment entities, including VIEs, consolidated by the
firm. Substantially all property and equipment
is
depreciated on a straight-line basis over the useful life of the
asset. Leasehold improvements are amortized on a straight-
the
line basis over the shorter of
improvement or the term of the lease. Capitalized costs of
software developed or obtained for internal use are
amortized on a straight-line basis over three years.

the useful

life of

leasehold improvements and
The firm tests property,
equipment for impairment when events or changes in
circumstances suggest that an asset’s or asset group’s
carrying value may not be fully recoverable. To the extent
the carrying value of an asset or asset group exceeds the
projected undiscounted cash flows expected to result from
the use and eventual disposal of the asset or asset group, the
firm determines the asset or asset group is impaired and
records an impairment equal to the difference between the
estimated fair value and the carrying value of the asset or
asset group.
the firm will recognize an
impairment prior to the sale of an asset or asset group if the
carrying value of the asset or asset group exceeds its
estimated fair value.

In addition,

The firm had impairments of $143 million during 2021 and
$171 million during 2020, primarily related to properties
held by the firm’s investment entities. There were no
material impairments during 2019.

Goodwill
Goodwill is the cost of acquired companies in excess of the
fair value of net assets, including identifiable intangible
assets, at the acquisition date.

The table below presents the carrying value of goodwill by
reporting unit.

$ in millions

Investment Banking
Global Markets:

FICC
Equities

Asset Management
Consumer & Wealth Management:

Consumer banking
Wealth management

Total

As of December

2021

2020

$ 281

$ 281

269
2,638
349

48
700
$4,285

269
2,644
390

48
700
$4,332

Goodwill is assessed for impairment annually in the fourth
quarter or more frequently if events occur or circumstances
change that indicate an impairment may exist. When
assessing goodwill
first, a qualitative
for impairment,
assessment can be made to determine whether it is more
likely than not that the estimated fair value of a reporting
unit is less than its estimated carrying value. If the results of
the qualitative assessment are not conclusive, a quantitative
goodwill test is performed. Alternatively, a quantitative
goodwill test can be performed without performing a
qualitative assessment.

The quantitative goodwill test compares the estimated fair
value of each reporting unit with its estimated net book
value (including goodwill and identifiable intangible
assets). If the reporting unit’s estimated fair value exceeds
its estimated net book value, goodwill is not impaired. An
impairment is recognized if the estimated fair value of a
reporting unit is less than its estimated net book value.

To estimate the fair value of each reporting unit, other than
Consumer banking, a relative value technique is used
because the firm believes market participants would use this
technique to value these reporting units. The relative value
technique applies observable price-to-earnings multiples or
price-to-book multiples of comparable competitors to
reporting units’ net earnings or net book value. To estimate
the fair value of Consumer banking, a discounted cash flow
valuation approach is used because the firm believes market
participants would use this technique to value that
reporting unit given its early stage of development. The
estimated net carrying value of each reporting unit reflects
an allocation of total shareholders’ equity and represents
the estimated amount of total shareholders’ equity required
the reporting unit under
to support
currently applicable regulatory capital requirements.

the activities of

Goldman Sachs 2021 Form 10-K 173

the qualitative assessment,

the firm
As a result of
determined that it was more likely than not that the
estimated fair value of each reporting unit exceeded its
respective estimated carrying value. Therefore, the firm
determined that goodwill for each reporting unit was not
impaired and that a quantitative goodwill test was not
required.

Identifiable Intangible Assets
The table below presents identifiable intangible assets by
reporting unit and type.

$ in millions

By Reporting Unit

Global Markets:

FICC
Equities

Asset Management
Consumer & Wealth Management:

Consumer banking
Wealth management

Total

By Type

Customer lists
Gross carrying value
Accumulated amortization
Net carrying value

Acquired leases and other
Gross carrying value
Accumulated amortization
Net carrying value

Total gross carrying value
Total accumulated amortization
Total net carrying value

As of December

2021

2020

$

1
43
122

–
252
$ 418

$

2
45
274

6
303
$ 630

$ 1,460
(1,130)
330

$ 1,478
(1,089)
389

500
(412)
88

710
(469)
241

1,960
(1,542)
$ 418

2,188
(1,558)
$ 630

During 2021, the amount of intangible assets acquired by
the firm was not material. The firm acquired $155 million
of intangible assets during 2020, primarily related to
acquired leases and customer lists, with a weighted average
amortization period of 10 years.

Substantially all of the firm’s identifiable intangible assets
lives and are amortized over their
have finite useful
lives generally using the straight-line
estimated useful
method.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the fourth quarter of 2021, the firm performed its annual
assessment of goodwill for impairment, for each of its
reporting units, by performing a qualitative assessment.
Multiple factors were assessed with respect to each of the
firm’s reporting units to determine whether it was more
likely than not that the estimated fair value of any of those
reporting units was less than its estimated carrying value.
The qualitative assessment also considered changes since a
quantitative test was last performed in 2019.

The firm considered the following factors in the qualitative
annual assessment when evaluating whether it was more
likely than not that the estimated fair value of a reporting
unit was less than its estimated carrying value:
‰ Performance Indicators. During 2021, the firm’s net
revenues, diluted earnings per common share (EPS),
return on average common shareholders’ equity and book
value per common share all increased from 2020 and
from when a quantitative test was last performed in 2019.
The firm’s operating expenses
increased, primarily
reflecting significantly higher compensation and benefits
expenses
(reflecting strong financial performance).
Despite the increase in expenses, both the efficiency ratio
(total operating expenses divided by total net revenues)
and pre-tax margin improved compared with 2020.

‰ Macroeconomic Indicators. The global

economy
continued to recover during 2021 from the impact of the
COVID-19 pandemic, as the lifting of health and safety
restrictions amid vaccine distribution facilitated an
increase in global economic recovery, and monetary and
fiscal policy from central banks and governments
remained accommodative. However,
remains
uncertainty related to the impact and the duration of the
COVID-19 pandemic.

there

‰ Firm and Industry Events. There were no events, entity-
specific or otherwise, that would have had a significant
negative impact on the valuation of the firm’s reporting
units.

‰ Fair Value Indicators. Since the 2020 qualitative
goodwill test, fair value indicators in the market generally
improved, as global equity prices were higher, credit
spreads were tighter, and the firm and its peers’ stock
prices and price-to-book multiples were higher. Despite
increased inflation concerns, supply chain challenges and
the rise in COVID-19 cases in the fourth quarter of 2021,
the firm’s stock price and price-to-book multiple ended
the year higher compared with the end of 2020.

174 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

tables below present

The
amortization of identifiable intangible assets.

information about

the

$ in millions

Amortization

$ in millions

Estimated future amortization
2022
2023
2024
2025
2026

Year Ended December

2021

$120

2020

$147

2019

$173

As of
December 2021

$69
$65
$53
$37
$30

The firm tests intangible assets for impairment when events
or changes in circumstances suggest that an asset’s or asset
group’s carrying value may not be fully recoverable. To the
extent the carrying value of an asset or asset group exceeds
the projected undiscounted cash flows expected to result
from the use and eventual disposal of the asset or asset
group, the firm determines the asset or asset group is
impaired and records an impairment equal to the difference
between the estimated fair value and the carrying value of
the asset or asset group. In addition, the firm will recognize
an impairment prior to the sale of an asset or asset group if
the carrying value of the asset or asset group exceeds its
estimated fair value. There were no material impairments
during 2021, 2020 or 2019.

Operating Lease Right-of-Use Assets
The firm enters into operating leases for real estate, office
equipment and other assets, substantially all of which are
used in connection with its operations. For leases longer
than one year, the firm recognizes a right-of-use asset
representing the right to use the underlying asset for the
lease term, and a lease liability representing the liability to
make payments. The lease term is generally determined
based on the contractual maturity of the lease. For leases
where the firm has the option to terminate or extend the
lease, an assessment of the likelihood of exercising the
option is incorporated into the determination of the lease
term. Such assessment is initially performed at the inception
of the lease and is updated if events occur that impact the
original assessment.

An operating lease right-of-use asset is initially determined
based on the operating lease liability, adjusted for initial
direct costs, lease incentives and amounts paid at or prior to
lease commencement. This amount is then amortized over
the lease term. The firm recognized $305 million for 2021,
$182 million for 2020 and $963 million (primarily related
to the firm’s European headquarters in London) for 2019 of
right-of-use assets and operating lease liabilities in non-cash
transactions for leases entered into or assumed. See Note 15
for information about operating lease liabilities.

For leases where the firm will derive no economic benefit
from leased space that it has vacated or where the firm has
shortened the term of a lease when space is no longer
needed, the firm will record an impairment or accelerated
amortization of right-of-use assets. There were no material
impairments or accelerated amortizations during 2021 and
2020.

Miscellaneous Receivables and Other
Miscellaneous receivables and other included:
‰ Investments in qualified affordable housing projects of
$714 million as of December 2021 and $678 million as of
December 2020.

‰ Assets classified as held for sale of $1.02 billion as of
December 2021 and $437 million as of December 2020
related to certain of the firm’s consolidated investments
within the Asset Management segment, substantially all
of which consisted of property and equipment.

Note 13.
Deposits

The table below presents the types and sources of deposits.

$ in millions

As of December 2021

Savings and
Demand

Time

Total

Consumer
Private bank
Brokered certificates of deposit
Deposit sweep programs
Transaction banking
Other
Total

$ 89,150
85,427
–
37,965
48,618
275
$261,435

As of December 2020

Consumer
Private bank
Brokered certificates of deposit
Deposit sweep programs
Transaction banking
Other
Total

$ 67,395
67,185
–
22,987
28,852
–
$186,419

$ 20,533
9,665
30,816
–
5,689
36,089
$102,792

$ 29,530
1,183
30,060
–
–
12,770
$ 73,543

$109,683
95,092
30,816
37,965
54,307
36,364
$364,227

$ 96,925
68,368
30,060
22,987
28,852
12,770
$259,962

Goldman Sachs 2021 Form 10-K 175

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ Substantially all deposits are interest-bearing.
‰ Savings and demand accounts consist of money market
deposit accounts, negotiable order of withdrawal
accounts and demand deposit accounts that have no
stated maturity or expiration date.

‰ Time

$35.43

deposits

included

of
December 2021 and $16.18 billion as of December 2020
of deposits accounted for at fair value under the fair value
option. See Note 10 for further information about
deposits accounted for at fair value.

billion

as

‰ Time deposits had a weighted average maturity of
approximately 0.9 years as of December 2021 and
1.3 years as of December 2020.

‰ Deposit sweep programs include long-term contractual
agreements with U.S. broker-dealers who sweep client
cash to FDIC-insured deposits. As of December 2021, the
firm had 15 such deposit sweep program agreements.
‰ Transaction banking deposits consists of deposits that the
firm raised through its cash management services business
for corporate and other institutional clients.

‰ Other deposits represent deposits from institutional clients.
‰ Deposits insured by the FDIC were $156.66 billion as of
of

$123.03

billion

2021

and

as

December
December 2020.

‰ Deposits insured by non-U.S. insurance programs were
$31.44 billion as of December 2021 and $27.52 billion as
of December 2020.

The table below presents the location of deposits.

$ in millions

U.S. offices
Non-U.S. offices
Total

As of December

2021

2020

$283,705
80,522
$364,227

$206,356
53,606
$259,962

In the table above, U.S. deposits were held at Goldman
Sachs Bank USA (GS Bank USA) and substantially all
non-U.S.
Sachs
deposits were
International Bank (GSIB).

at Goldman

held

The table below presents maturities of time deposits held in
U.S. and non-U.S. offices.

$ in millions

2022
2023
2024
2025
2026
2027 - thereafter
Total

As of December 2021

U.S.

Non-U.S.

Total

$48,842
9,616
4,747
2,342
2,335
1,445
$69,327

$31,760
391
125
252
265
672
$33,465

$ 80,602
10,007
4,872
2,594
2,600
2,117
$102,792

176 Goldman Sachs 2021 Form 10-K

As of December 2021, deposits in U.S. offices included
$25.44 billion and deposits in non-U.S. offices included
$32.73 billion of time deposits in denominations that met
or exceeded the applicable insurance limits, or were
otherwise not covered by insurance.

The firm’s savings and demand deposits are recorded based
on the amount of cash received plus accrued interest, which
approximates fair value. In addition, the firm designates
certain derivatives as fair value hedges to convert a portion
of its time deposits not accounted for at fair value from
fixed-rate obligations into floating-rate obligations. The
carrying value of time deposits not accounted for at fair
value approximated fair value as of both December 2021
and December 2020. As these savings and demand deposits
and time deposits are not accounted for at fair value, they
are not included in the firm’s fair value hierarchy in Notes 4
through 10. Had these deposits been included in the firm’s
fair value hierarchy, they would have been classified in
level 2 as of both December 2021 and December 2020.

Note 14.
Unsecured Borrowings

The table below presents information about unsecured
borrowings.

$ in millions

Unsecured short-term borrowings
Unsecured long-term borrowings
Total

As of December

2021

2020

$ 46,955
254,092
$301,047

$ 52,870
213,481
$266,351

Unsecured Short-Term Borrowings
Unsecured short-term borrowings includes the portion of
unsecured long-term borrowings maturing within one year
of the financial statement date and unsecured long-term
borrowings that are redeemable within one year of the
financial statement date at the option of the holder.

from fixed-rate obligations

The firm accounts for certain hybrid financial instruments at
fair value under the fair value option. See Note 10 for further
information about unsecured short-term borrowings that are
accounted for at fair value. In addition, the firm designates
certain derivatives as fair value hedges to convert a portion of
its unsecured short-term borrowings not accounted for at fair
into floating-rate
value
obligations. The carrying value of unsecured short-term
borrowings that are not recorded at fair value generally
approximates fair value due to the short-term nature of the
obligations. As these unsecured short-term borrowings are
not accounted for at fair value, they are not included in the
firm’s fair value hierarchy in Notes 4 through 10. Had these
borrowings been included in the firm’s fair value hierarchy,
substantially all would have been classified in level 2 as of
both December 2021 and December 2020.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents information about unsecured
short-term borrowings.

$ in millions

As of December

2021

2020

Current portion of unsecured long-term borrowings $18,118 $25,914
18,823
Hybrid financial instruments
6,085
Commercial paper
Other unsecured short-term borrowings
2,048
$46,955 $52,870
Total unsecured short-term borrowings

20,073
6,730
2,034

Weighted average interest rate

2.34% 1.84%

In the table above:
‰ The current portion of unsecured long-term borrowings
included $9.16 billion as of December 2021 and
$17.06 billion as of December 2020 issued by Group Inc.
‰ The weighted average interest rates for these borrowings
include the effect of hedging activities and exclude
unsecured short-term borrowings accounted for at fair
value under the fair value option. See Note 7 for further
information about hedging activities.

Unsecured Long-Term Borrowings
The table below presents information about unsecured
long-term borrowings.

$ in millions

As of December 2021

Fixed-rate obligations:

Group Inc.
Subsidiaries

Floating-rate obligations:

Group Inc.
Subsidiaries

Total

As of December 2020

Fixed-rate obligations:

Group Inc.
Subsidiaries

Floating-rate obligations:

Group Inc.
Subsidiaries

Total

U.S.
Dollar

Non-U.S.
Dollar

Total

$124,731
1,803

$43,219
3,189

$167,950
4,992

23,452
27,543
$177,529

17,394
12,761
$76,563

40,846
40,304
$254,092

$ 98,858
1,700

$35,614
3,145

$134,472
4,845

18,579
23,440
$142,577

18,871
13,274
$70,904

37,450
36,714
$213,481

In the table above:
‰ Unsecured long-term borrowings consists principally of
senior borrowings, which have maturities extending
through 2065.

‰ Floating-rate obligations includes equity-linked, credit-
linked and indexed instruments. Floating interest rates are
generally based on USD LIBOR, Euro Interbank Offered
Rate or SOFR.

‰ U.S. dollar-denominated debt had interest rates ranging
from 0.48% to 7.68% (with a weighted average rate of
3.34%) as of December 2021 and 0.63% to 9.30% (with
a weighted average rate of 4.07%) as of December 2020.
These rates exclude unsecured long-term borrowings
accounted for at fair value under the fair value option.
‰ Non-U.S. dollar-denominated debt had interest rates
ranging from 0.13% to 13.00% (with a weighted average
rate of 1.86%) as of December 2021 and 0.13% to
13.00% (with a weighted average rate of 2.20%) as of
December 2020. These rates exclude unsecured long-term
borrowings accounted for at fair value under the fair
value option.

The table below presents unsecured long-term borrowings
by maturity.

$ in millions

2023
2024
2025
2026
2027 – thereafter
Total

As of December 2021

Group Inc.

Subsidiaries

Total

$ 33,921
27,003
23,158
18,571
106,143
$208,796

$ 9,290
6,733
5,645
3,586
20,042
$45,296

$ 43,211
33,736
28,803
22,157
126,185
$254,092

In the table above:
‰ Unsecured long-term borrowings maturing within one
year of the financial statement date and unsecured long-
term borrowings that are redeemable within one year of
the financial statement date at the option of the holder are
excluded as they are included in unsecured short-term
borrowings.

‰ Unsecured long-term borrowings that are repayable prior
to maturity at the option of the firm are reflected at their
contractual maturity dates.

‰ Unsecured long-term borrowings that are redeemable
prior to maturity at the option of the holder are reflected
at the earliest dates such options become exercisable.

‰ Unsecured long-term borrowings included $6.24 billion
of adjustments to the carrying value of certain unsecured
long-term borrowings resulting from the application of
hedge accounting by year of maturity as follows:
$91 million in 2023, $305 million in 2024, $270 million
in 2025, $214 million in 2026, and $5.36 billion in 2027
and thereafter.

The firm designates certain derivatives as fair value hedges
to convert a portion of fixed-rate unsecured long-term
borrowings not accounted for at fair value into floating-
rate obligations. See Note 7 for further information about
hedging activities.

Goldman Sachs 2021 Form 10-K 177

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents unsecured long-term borrowings,
after giving effect to such hedging activities.

The table below presents information about subordinated
borrowings.

$ in millions

As of December 2021

Subordinated debt
Junior subordinated debt
Total

As of December 2020

Subordinated debt
Junior subordinated debt
Total

Par
Amount

Carrying
Value

$12,437
968
$13,405

$15,571
1,321
$16,892

Rate

1.74%
1.31%
1.71%

$14,136
968
$15,104

$18,529
1,430
$19,959

1.83%
1.32%
1.80%

In the table above:
‰ The par amount of subordinated debt issued by Group
Inc. was $12.44 billion as of December 2021 and
$14.14 billion as of December 2020, and the carrying
value of subordinated debt issued by Group Inc. was
$15.57 billion as of December 2021 and $18.53 billion as
of December 2020.

‰ The rate is the weighted average interest rate for these
borrowings (excluding borrowings accounted for at fair
value under the fair value option), including the effect of
fair value hedges used to convert fixed-rate obligations
into floating-rate obligations. See Note 7 for further
information about hedging activities.

interests

issued $2.84 billion of

Junior Subordinated Debt
junior
In 2004, Group Inc.
subordinated debt to Goldman Sachs Capital I (Trust), a
Delaware statutory trust. The Trust issued $2.75 billion of
guaranteed preferred beneficial interests (Trust Preferred
securities) to third parties and $85 million of common
beneficial
both
to Group
December 2021 and December 2020, the outstanding par
amount of junior subordinated debt held by the Trust was
$968 million and the outstanding par amount of Trust
Preferred securities and common beneficial interests issued
by the Trust was $939 million and $29 million,
respectively. The Trust
is a wholly-owned finance
subsidiary of the firm for regulatory and legal purposes but
is not consolidated for accounting purposes.

Inc. As

of

$ in millions

Group Inc.

Subsidiaries

Total

As of December 2021

Fixed-rate obligations:

At fair value
At amortized cost

Floating-rate obligations:

At fair value
At amortized cost

Total

As of December 2020

Fixed-rate obligations:

At fair value
At amortized cost

Floating-rate obligations:

At fair value
At amortized cost

Total

$

4,798
27,133

12,864
164,001
$208,796

$

1,407
27,482

9,721
133,312
$171,922

$

65
3,237

$

4,863
30,370

34,663
7,331
$45,296

47,527
171,332
$254,092

$

114
3,345

$

1,521
30,827

29,669
8,431
$41,559

39,390
141,743
$213,481

In the table above, the aggregate amounts of unsecured long-
term borrowings had weighted average interest rates of
1.60% (2.25% related to fixed-rate obligations and 1.48%
related to floating-rate obligations) as of December 2021 and
2.01% (3.34% related to fixed-rate obligations and 1.70%
related to floating-rate obligations) as of December 2020.
These rates exclude unsecured long-term borrowings
accounted for at fair value under the fair value option.

The carrying value of unsecured long-term borrowings for
which the firm did not elect the fair value option was
$201.70 billion as of December 2021 and $172.57 billion
as of December 2020. The estimated fair value of such
unsecured long-term borrowings was $209.37 billion as of
December 2021 and $183.29 billion as of December 2020.
As these borrowings are not accounted for at fair value,
they are not included in the firm’s fair value hierarchy in
Notes 4 through 10. Had these borrowings been included in
the firm’s fair value hierarchy, substantially all would have
been classified in level 2 as of both December 2021 and
December 2020.

Subordinated Borrowings
Unsecured long-term borrowings includes subordinated
debt and junior subordinated debt. Subordinated debt that
matures within one year is included in unsecured short-term
borrowings. Junior subordinated debt is junior in right of
payment to other subordinated borrowings, which are
junior to senior borrowings. Long-term subordinated debt
had maturities ranging from 2025 to 2045 as of both
December 2021 and December 2020.

178 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

interest

semi-annually on the junior
The firm pays
subordinated debt at an annual rate of 6.345% and the debt
matures on February 15, 2034. The coupon rate and the
payment dates applicable to the beneficial interests are the
same as the interest rate and payment dates for the junior
subordinated debt. The firm has the right, from time to time,
to defer payment of interest on the junior subordinated debt,
and therefore cause payment on the Trust’s preferred
beneficial interests to be deferred, in each case up to ten
consecutive semi-annual periods. During any such deferral
period, the firm will not be permitted to, among other things,
pay dividends on or make certain repurchases of its common
stock. The Trust is not permitted to pay any distributions on
the common beneficial interests held by Group Inc. unless all
dividends payable on the preferred beneficial interests have
been paid in full.

III

the holders of
The firm has covenanted in favor of
Group Inc.’s 6.345% junior
subordinated debt due
February 15, 2034, that, subject to certain exceptions, the
firm will not redeem or purchase the capital securities
issued by Goldman Sachs Capital II and Goldman Sachs
Capital
(APEX Trusts) or shares of Group Inc.’s
Perpetual Non-Cumulative Preferred Stock, Series E
(Series E Preferred Stock), Perpetual Non-Cumulative
Preferred Stock, Series F (Series F Preferred Stock) or
Perpetual Non-Cumulative Preferred Stock, Series O, if the
redemption or purchase results in less than $253 million
aggregate liquidation preference of that series outstanding,
prior to specified dates in 2022 for a price that exceeds a
maximum amount determined by reference to the net cash
proceeds that the firm has received from the sale of
qualifying securities.

The APEX Trusts hold Group Inc.’s Series E Preferred
Stock and Series F Preferred Stock. These trusts are
Delaware statutory trusts sponsored by the firm and
wholly-owned finance
firm for
regulatory and legal purposes but are not consolidated for
accounting purposes.

subsidiaries of

the

Note 15.
Other Liabilities

The table below presents other liabilities by type.

$ in millions

Compensation and benefits
Income tax-related liabilities
Operating lease liabilities
Noncontrolling interests
Employee interests in consolidated funds
Accrued expenses and other
Total

As of December

2021

2020

$10,838
2,360
2,288
840
29
8,146
$24,501

$ 7,896
3,155
2,283
1,640
34
7,443
$22,451

Operating Lease Liabilities
For leases longer than one year, the firm recognizes a
right-of-use asset
to use the
underlying asset for the lease term, and a lease liability
representing the liability to make payments. See Note 12 for
information about operating lease right-of-use assets.

representing the right

The table below presents information about operating lease
liabilities.

$ in millions

As of December 2021

2022
2023
2024
2025
2026
2027 - thereafter
Total undiscounted lease payments
Imputed interest
Total operating lease liabilities

Weighted average remaining lease term
Weighted average discount rate

As of December 2020

2021
2022
2023
2024
2025
2026 - thereafter
Total undiscounted lease payments
Imputed interest
Total operating lease liabilities

Weighted average remaining lease term
Weighted average discount rate

Operating
lease liabilities

$ 305
307
284
258
216
1,655
3,025
(737)
$2,288

14 years
3.61%

$ 342
301
264
247
215
1,899
3,268
(985)
$2,283

16 years
4.02%

Goldman Sachs 2021 Form 10-K 179

The firm accounts for a securitization as a sale when it has
relinquished control over the transferred financial assets.
Prior to securitization, the firm generally accounts for assets
pending transfer at fair value and therefore does not
typically recognize significant gains or losses upon the
transfer of assets. Net revenues from underwriting activities
are recognized in connection with the sales of
the
underlying beneficial interests to investors.

also have

The firm generally receives cash in exchange for the
transferred assets but may
continuing
involvement with the transferred financial assets, including
ownership of beneficial interests in securitized financial
assets, primarily in the form of debt instruments. The firm
may also purchase senior or subordinated securities issued
by securitization vehicles (which are typically VIEs) in
connection with secondary market-making activities.

the performance of

The primary risks included in beneficial interests and other
interests from the firm’s continuing involvement with
securitization vehicles are
the
underlying collateral, the position of the firm’s investment
in the capital structure of the securitization vehicle and the
market yield for the security. Interests accounted for at fair
value are primarily classified in level 2 of the fair value
hierarchy. Interests not accounted for at fair value are
carried at amounts that approximate fair value. See Notes 4
through 10 for further information about
fair value
measurements.

The table below presents the amount of financial assets
securitized and the cash flows received on retained interests
in securitization entities in which the firm had continuing
involvement as of the end of the period.

$ in millions

Residential mortgages
Commercial mortgages
Other financial assets
Total financial assets

Year Ended December

2021

2020

2019

$29,048
18,396
4,377
$51,821

$20,167
14,904
1,775
$36,846

$15,124
12,741
1,252
$29,117

Retained interests cash flows

$

513

$

331

$

286

The firm securitized assets of $886 million for 2021,
$551 million for 2020 and $601 million for 2019, in a
non-cash exchange for loans and investments.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above, the weighted average discount rate
represents the firm’s incremental borrowing rate as of
January 2019 for operating leases existing on the date of
adoption of ASU No. 2016-02, “Leases (Topic 842),” and
at the lease inception date for leases entered into subsequent
to the adoption of this ASU.

Operating lease costs were $463 million for 2021,
$458 million for 2020 and $538 million for 2019. Variable
lease costs, which are included in operating lease costs,
were not material
for 2021, 2020 and 2019. Total
occupancy expenses for space held in excess of the firm’s
current requirements were not material for both 2021 and
2020.

Lease payments relating to operating lease arrangements
that were signed, but had not yet commenced were
$300 million as of December 2021.

Accrued Expenses and Other
Accrued expenses and other included:
‰ Liabilities classified as held for sale of $310 million as of
December 2021 related to certain of
firm’s
consolidated investments within the Asset Management
segment, substantially all of which consisted of other
secured financings primarily carried at fair value under
the fair value option, and were related to assets classified
as held for sale. See Note 12 for further information
about assets held for sale. As of December 2020, liabilities
classified as held for sale were not material.

the

‰ Contract

liabilities, which represent

consideration
received by the firm in connection with its contracts with
clients prior to providing the service. As of both
December 2021 and December 2020, the firm’s contract
liabilities were not material.

Note 16.
Securitization Activities

The firm securitizes residential and commercial mortgages,
corporate bonds, loans and other types of financial assets
by selling these assets to securitization vehicles (e.g., trusts,
corporate entities and limited liability companies) or
through a resecuritization. The firm acts as underwriter of
the beneficial interests that are sold to investors. The firm’s
securitizations are primarily in
residential mortgage
connection with government agency securitizations.

180 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

table

below presents

about
The
nonconsolidated securitization entities to which the firm
sold assets and had continuing involvement as of the end of
the period.

information

$ in millions

As of December 2021

Outstanding
Principal
Amount

Retained
Interests

Purchased
Interests

U.S. government agency-issued CMOs $ 33,984 $ 955
1,114
Other residential mortgage-backed
1,123
Other commercial mortgage-backed
Corporate debt and other asset-backed
360
$115,351 $3,552
Total

23,262
50,350
7,755

As of December 2020

U.S. government agency-issued CMOs $ 20,841 $ 906
1,170
Other residential mortgage-backed
914
Other commercial mortgage-backed
192
Corporate debt and other asset-backed
$ 87,742 $3,182
Total

24,262
38,340
4,299

$

3
96
130
37
$266

$

4
23
39
–
$ 66

In the table above:
‰ CMOs represents collateralized mortgage obligations.
‰ The outstanding principal amount is presented for the
purpose of providing information about the size of the
securitization entities and is not representative of the
firm’s risk of loss.

‰ The firm’s risk of loss from retained or purchased
interests is limited to the carrying value of these interests.
‰ Purchased interests represent senior and subordinated
interests, purchased in connection with secondary
market-making activities,
in securitization entities in
which the firm also holds retained interests.

‰ Substantially all of the total outstanding principal amount
and total retained interests relate to securitizations during
2017 and thereafter.

‰ The fair value of retained interests was $3.57 billion as of
December 2021 and $3.19 billion as of December 2020.

and

with

commitments

In addition to the interests in the table above, the firm had
other continuing involvement in the form of derivative
certain
transactions
nonconsolidated VIEs. The carrying value of
these
derivatives and commitments was a net asset of $81 million
as of December 2021 and $52 million as of
December 2020, and the notional amount of
these
derivatives and commitments was $1.81 billion as of
December 2021 and $1.43 billion as of December 2020.
The
and
of
commitments are included in maximum exposure to loss in
the nonconsolidated VIE table in Note 17.

derivatives

amounts

notional

these

The table below presents information about the weighted
average key economic assumptions used in measuring the
fair value of mortgage-backed retained interests.

$ in millions

Fair value of retained interests
Weighted average life (years)
Constant prepayment rate
Impact of 10% adverse change
Impact of 20% adverse change
Discount rate
Impact of 10% adverse change
Impact of 20% adverse change

As of December

2021

2020

$3,209
5.1
14.1%
$ (38)
$ (69)
5.6%
$ (49)
$ (96)

$2,993
4.7
15.0%
(25)
$
(50)
$
6.1%
(42)
(82)

$
$

In the table above:
‰ Amounts do not reflect the benefit of other financial
instruments that are held to mitigate risks inherent in
these retained interests.

‰ Changes in fair value based on an adverse variation in
assumptions generally cannot be extrapolated because the
relationship of the change in assumptions to the change in
fair value is not usually linear.

‰ The impact of a change in a particular assumption is
calculated independently of changes
in any other
in
In practice,
assumption.
changes
assumptions might magnify or counteract the sensitivities
disclosed above.

simultaneous

‰ The constant prepayment rate is included only for
is a key assumption in the

positions for which it
determination of fair value.

‰ The discount rate for retained interests that relate to U.S.
government agency-issued CMOs does not include any
credit loss. Expected credit loss assumptions are reflected
in the discount rate for the remainder of retained
interests.

The firm has other retained interests not reflected in the
table above with a fair value of $360 million and a
weighted average life of 3.6 years as of December 2021, and
a fair value of $192 million and a weighted average life of
3.9 years as of December 2020. Due to the nature and fair
value of certain of these retained interests, the weighted
average assumptions for constant prepayment and discount
rates and the related sensitivity to adverse changes are not
meaningful as of both December 2021 and December 2020.
The firm’s maximum exposure to adverse changes in the
value of these interests is the carrying value of $360 million
as of December 2021 and $192 million as of
December 2020.

Goldman Sachs 2021 Form 10-K 181

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 17.
Variable Interest Entities

A variable interest in a VIE is an investment (e.g., debt or
equity) or other interest (e.g., derivatives or loans and
lending commitments) that will absorb portions of the
VIE’s expected losses and/or receive portions of the VIE’s
expected residual returns.

The firm reassesses its evaluation of whether an entity is a
VIE when certain reconsideration events occur. The firm
reassesses its determination of whether it is the primary
beneficiary of a VIE on an ongoing basis based on current
facts and circumstances.

The firm’s variable interests in VIEs include senior and
subordinated debt; loans and lending commitments; limited
and general partnership interests; preferred and common
equity; derivatives that may include foreign currency,
equity and/or credit risk; guarantees; and certain of the fees
the firm receives from investment funds. Certain interest
rate, foreign currency and credit derivatives the firm enters
into with VIEs are not variable interests because they
create, rather than absorb, risk.

VIEs generally finance the purchase of assets by issuing debt
and equity securities that are either collateralized by or
indexed to the assets held by the VIE. The debt and equity
securities issued by a VIE may include tranches of varying
levels of subordination. The firm’s involvement with VIEs
includes securitization of financial assets, as described in
Note 16, and investments in and loans to other types of
VIEs, as described below. See Note 3 for the firm’s
consolidation policies, including the definition of a VIE.

VIE Consolidation Analysis
The enterprise with a controlling financial interest in a VIE
is known as the primary beneficiary and consolidates the
VIE. The firm determines whether it
is the primary
beneficiary of a VIE by performing an analysis that
principally considers:
‰ Which variable interest holder has the power to direct the
activities of the VIE that most significantly impact the
VIE’s economic performance;

‰ Which variable interest holder has the obligation to
absorb losses or the right to receive benefits from the VIE
that could potentially be significant to the VIE;

‰ The VIE’s purpose and design, including the risks the VIE
was designed to create and pass through to its variable
interest holders;

‰ The VIE’s capital structure;
‰ The terms between the VIE and its variable interest

holders and other parties involved with the VIE; and

‰ Related-party relationships.

VIE Activities
The firm is principally involved with VIEs through the
following business activities:

Mortgage-Backed VIEs. The firm sells residential and
commercial mortgage loans and securities to mortgage-
backed VIEs and may retain beneficial interests in the assets
sold to these VIEs. The firm purchases and sells beneficial
interests issued by mortgage-backed VIEs in connection
with market-making activities. In addition, the firm may
enter into derivatives with certain of these VIEs, primarily
interest rate swaps, which are typically not variable
interests. The firm generally enters into derivatives with
other counterparties to mitigate its risk.

Real Estate, Credit- and Power-Related and Other
Investing VIEs. The firm purchases equity and debt
securities issued by and makes loans to VIEs that hold real
estate, performing and nonperforming debt, distressed
loans, power-related assets and equity securities. The firm
generally does not sell assets to, or enter into derivatives
with, these VIEs.

Corporate Debt and Other Asset-Backed VIEs. The
firm structures VIEs that issue notes to clients, purchases
and sells beneficial interests issued by corporate debt and
other asset-backed VIEs in connection with market-making
activities, and makes loans to VIEs that warehouse
corporate debt. Certain of these VIEs synthetically create
the exposure for the beneficial
interests they issue by
entering into credit derivatives with the firm, rather than
purchasing the underlying assets. In addition, the firm may
enter into derivatives, such as total return swaps, with
certain corporate debt and other asset-backed VIEs, under
which the firm pays the VIE a return due to the beneficial
interest holders and receives the return on the collateral
owned by the VIE. The collateral owned by these VIEs is
primarily other asset-backed loans and securities. The firm
may be removed as the total return swap counterparty and
may enter into derivatives with other counterparties to
mitigate its risk related to these swaps. The firm may sell
assets to the corporate debt and other asset-backed VIEs it
structures.

182 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Principal-Protected Note VIEs. The firm structures VIEs
that issue principal-protected notes to clients. These VIEs
own portfolios of assets, principally with exposure to hedge
funds. Substantially all of the principal protection on the
notes issued by these VIEs is provided by the asset portfolio
rebalancing that is required under the terms of the notes.
The firm enters into total return swaps with these VIEs
under which the firm pays the VIE the return due to the
principal-protected note holders and receives the return on
the assets owned by the VIE. The firm may enter into
derivatives with other counterparties to mitigate its risk.
The firm also obtains funding through these VIEs.

Investments in Funds. The firm makes equity investments
in certain investment fund VIEs it manages and is entitled to
receive fees from these VIEs. The firm has generally not sold
assets to, or entered into derivatives with, these VIEs.

Nonconsolidated VIEs
The table below presents a summary of the nonconsolidated
VIEs in which the firm holds variable interests.

$ in millions

As of December

2021

2020

Total nonconsolidated VIEs
$176,809
Assets in VIEs
9,582
$
Carrying value of variable interests — assets
Carrying value of variable interests — liabilities $
928
Maximum exposure to loss:

Retained interests
Purchased interests
Commitments and guarantees
Derivatives
Debt and equity

Total

$

3,552
1,071
2,440
8,682
4,639
$ 20,384

$148,665
8,624
$
888
$

$

3,182
1,041
2,455
8,343
4,020
$ 19,041

In the table above:
‰ The nature of the firm’s variable interests is described in

the rows under maximum exposure to loss.

‰ The firm’s exposure to the obligations of VIEs is generally
In certain
limited to its interests in these entities.
instances,
including
firm provides guarantees,
derivative guarantees, to VIEs or holders of variable
interests in VIEs.

the

‰ The maximum exposure to loss excludes the benefit of
offsetting financial instruments that are held to mitigate
the risks associated with these variable interests.

‰ The maximum exposure to loss from retained interests,
purchased interests, and debt and equity is the carrying
value of these interests.

‰ The maximum exposure to loss from commitments and
guarantees, and derivatives is the notional amount, which
does not represent anticipated losses and has not been
reduced by unrealized losses. As a result, the maximum
recorded for
exposure
commitments and guarantees, and derivatives.

liabilities

to loss

exceeds

$ 2,990
1,024
47
394
$ 4,455

$20,934
$ 3,288
14
$

$ 1,374
84
3,288
$ 4,746

$14,077
913
$
874
$

$

192
17
989
7,862
323
$ 9,383

The table below presents information, by principal business
activity, for nonconsolidated VIEs included in the summary
table above.

$ in millions

Mortgage-backed
Assets in VIEs
Carrying value of variable interests — assets
Maximum exposure to loss:

Retained interests
Purchased interests
Commitments and guarantees
Derivatives

Total

As of December

2021

2020

$120,343
4,147
$

$99,353
$ 4,014

$

$

3,192
955
34
18
4,199

Real estate, credit- and power-related and other investing
$ 26,867
Assets in VIEs
3,923
Carrying value of variable interests — assets
$
8
Carrying value of variable interests — liabilities $
Maximum exposure to loss:

Commitments and guarantees
Derivatives
Debt and equity

Total

$

$

2,030
64
3,923
6,017

Corporate debt and other asset-backed
$ 18,391
Assets in VIEs
1,156
Carrying value of variable interests — assets
$
Carrying value of variable interests — liabilities $
920
Maximum exposure to loss:

Retained interests
Purchased interests
Commitments and guarantees
Derivatives
Debt and equity

Total

$

$

360
116
250
8,597
360
9,683

Investments in funds
Assets in VIEs
Carrying value of variable interests — assets
Maximum exposure to loss:

Commitments and guarantees
Derivatives
Debt and equity

Total

$ 11,208
356
$

$14,301
409
$

$

$

126
3
356
485

$

$

45
3
409
457

As of both December 2021 and December 2020, the
carrying values of
in
nonconsolidated VIEs are included in the consolidated
balance sheets as follows:
‰ Mortgage-backed: Assets primarily included in trading

firm’s variable

interests

the

assets and loans.

‰ Real estate, credit- and power-related and other investing:
Assets primarily included in investments and loans, and
liabilities
included in trading liabilities and other
liabilities.

‰ Corporate debt and other asset-backed: Assets included
in loans and trading assets, and liabilities included in
trading liabilities.

‰ Investments in funds: Assets included in investments.

Goldman Sachs 2021 Form 10-K 183

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Consolidated VIEs
The table below presents a summary of the carrying value
and balance sheet classification of assets and liabilities in
consolidated VIEs.

The table below presents information, by principal business
activity, for consolidated VIEs included in the summary
table above.

Real estate, credit-related and other investing
Assets
Cash and cash equivalents
Trading assets
Investments
Loans
Other assets
Total

Liabilities
Other secured financings
Customer and other payables
Trading liabilities
Other liabilities
Total

Corporate debt and other asset-backed
Assets
Cash and cash equivalents
Trading assets
Total

Liabilities
Other secured financings
Total

Principal-protected notes
Assets
Trading assets
Total

Liabilities
Other secured financings
Trading liabilities
Unsecured short-term borrowings
Unsecured long-term borrowings
Total

As of December

2021

2020

$ 274
16
153
1,988
314
$2,745

$ 150
34
7
163
$ 354

$ 229
8
880
2,099
989
$4,205

$ 649
28
46
948
$1,671

$ 227
17
$ 244

$

$

83
–
83

$ 602
$ 602

$ 679
$ 679

$
$

89
89

$
$

88
88

$ 391
–
146
81
$ 618

$ 563
250
43
226
$1,082

In the table above:
‰ The majority of the assets in principal-protected notes
in

intercompany

eliminated

and

are

are

VIEs
consolidation.

‰ Creditors and beneficial interest holders of real estate,
credit-related and other investing VIEs do not have
recourse to the general credit of the firm.

$ in millions

Total consolidated VIEs
Assets
Cash and cash equivalents
Trading assets
Investments
Loans
Other assets
Total

Liabilities
Other secured financings
Customer and other payables
Trading liabilities
Unsecured short-term borrowings
Unsecured long-term borrowings
Other liabilities
Total

As of December

2021

2020

$ in millions

$ 501
122
153
1,988
314
$3,078

$1,143
34
7
146
81
163
$1,574

$ 312
96
880
2,099
989
$4,376

$1,891
28
296
43
226
948
$3,432

In the table above:
‰ Assets and liabilities are presented net of intercompany
eliminations and exclude the benefit of offsetting financial
instruments that are held to mitigate the risks associated
with the firm’s variable interests.

‰ VIEs in which the firm holds a majority voting interest are
excluded if (i) the VIE meets the definition of a business
and (ii) the VIE’s assets can be used for purposes other
than the settlement of its obligations.

‰ Substantially all assets can only be used to settle

obligations of the VIE.

184 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 18.
Commitments, Contingencies and Guarantees

Commitments
The table below presents commitments by type.

$ in millions

Commitment Type
Commercial lending:
Investment-grade
Non-investment-grade

Warehouse financing
Credit cards
Total lending
Risk participations
Collateralized agreement
Collateralized financing
Investment
Other
Total commitments

As of December

2021

2020

$ 95,585
69,644
10,391
35,932
211,552
10,016
101,031
29,561
11,381
9,143
$372,684

$ 83,801
56,757
9,377
21,640
171,575
8,054
55,278
35,402
6,456
8,203
$284,968

The table below presents commitments by expiration.

$ in millions

2022

2023 -
2024

2025 -
2026

2027 -
Thereafter

As of December 2021

Commitment Type
Commercial lending:
Investment-grade
Non-investment-grade

Warehouse financing
Credit cards
Total lending
Risk participations
Collateralized agreement
Collateralized financing
Investment
Other
Total commitments

$ 19,095
5,353
1,584
35,932
61,964
1,598
99,455
29,561
6,130
8,801
$207,509

$29,347
24,008
6,350
–
59,705
6,340
1,576
–
1,965
297
$69,883

$46,021
26,878
2,057
–
74,956
1,880
–
–
1,082
–
$77,918

$ 1,122
13,405
400
–
14,927
198
–
–
2,204
45
$17,374

In the tables above, beginning in the fourth quarter of
2021, the firm’s commitments under letters of credit,
issued by various banks which the firm provides to
counterparties to satisfy certain collateral and margin
deposit requirements, is included in other commitments.
Previously, such letters of credit were disclosed as a
separate line item in the tables above. Previously reported
amounts
current
presentation.

conformed

have

been

the

to

Lending Commitments
The firm’s commercial and warehouse financing lending
commitments are agreements to lend with fixed termination
dates and depend on the satisfaction of all contractual
conditions to borrowing. These commitments are presented
net of amounts syndicated to third parties. The total
commitment amount does not necessarily reflect actual
future cash flows because the firm may syndicate portions
In addition, commitments can
of
the
expire unused or be reduced or cancelled at
counterparty’s request. The firm also provides credit to
consumers by issuing credit card lines.

these commitments.

The table below presents information about
commitments.

lending

$ in millions

Held for investment
Held for sale
At fair value
Total

As of December

2021

2020

$197,120
13,175
1,257
$211,552

$162,513
6,594
2,468
$171,575

In the table above:
‰ Held for investment lending commitments are accounted
for at amortized cost. The carrying value of lending
commitments was a liability of $1.05 billion (including
losses of $776 million) as of
allowance for credit
December 2021 and $775 million (including allowance
for credit losses of $557 million) as of December 2020.
The estimated fair value of such lending commitments
was a liability of $4.17 billion as of December 2021 and
$4.05 billion as of December 2020. Had these lending
commitments been carried at fair value and included in
the
of
December 2021 and $2.43 billion as of December 2020
would have been classified in level 2, and $2.26 billion as
of December
of
as
and
December 2020 would have been classified in level 3.

hierarchy,

billion

billion

$1.91

$1.62

value

2021

fair

as

‰ Held for sale lending commitments are accounted for at
the lower of cost or fair value. The carrying value of
lending commitments held for sale was a liability of
$91 million as of December 2021 and $68 million as of
December 2020. The estimated fair value of such lending
commitments approximates the carrying value. Had these
lending commitments been included in the fair value
hierarchy, they would have been primarily classified in
level 3 as of both December 2021 and December 2020.
‰ Gains or losses related to lending commitments at fair
value, if any, are generally recorded net of any fees in
other principal transactions.

Goldman Sachs 2021 Form 10-K 185

Investment Commitments
Investment commitments includes commitments to invest in
private equity, real estate and other assets directly and
through funds that the firm raises and manages. Investment
commitments included $1.60 billion as of December 2021
and $1.69 billion as of December 2020, related to
commitments to invest in funds managed by the firm. If
these commitments are called, they would be funded at
market value on the date of investment.

firm’s

commitment

In addition,

to acquire GreenSky,

Investment commitments also included approximately
$1.90 billion as of December 2021 related to the firm’s
commitment to acquire NN Investment Partners, a leading
European asset manager with approximately $320 billion
in assets under supervision, in an all-cash transaction. This
acquisition is expected to close in the second quarter of
2022.
investment commitments included
approximately $2.0 billion as of December 2021 related to
the
Inc.
(GreenSky), a leading technology company facilitating
point-of-sale financing for merchants and consumers. This
acquisition is expected to close in the first quarter of 2022.
The GreenSky acquisition will be an all-stock transaction in
which stockholders of GreenSky and unit holders of
GreenSky Holdings, LLC (GreenSky Holdings) will receive
0.03 shares of the firm’s common stock for each share of
GreenSky Class A common stock and each GreenSky
Holdings common unit. The investment commitment in the
table above represents the purchase price of the acquisition
stock price of Group Inc. as of
based on the
December 2021. However, the final purchase price of the
acquisition will depend upon the stock price of Group Inc.
at the time of the closing of the transaction. In connection
with this transaction, the firm provided a commitment to
acquire up to $800 million of
loans originated by
GreenSky’s bank partners, and, as of December 2021, had
acquired approximately $200 million of loans under this
of
remaining
commitment.
approximately $600 million is
included in other
commitments in the table above. In the event that the
acquisition is not completed, the firm has agreed to provide
a commitment to purchase up to an additional $1.0 billion
of loans originated by GreenSky’s bank partners. This
commitment is not included in the table above.

commitment

The

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

and

general

activities

corporate

borrowers.

commitments

lending activities,

Commercial Lending. The firm’s commercial
lending
commitments were primarily extended to investment-grade
corporate
primarily
Such
included $120.99 billion as of December 2021 and
related to
$110.31 billion as of December 2020,
(principally used for
relationship lending
operating
and
purposes)
$21.07 billion as of December 2021 and $15.81 billion as
of December 2020, related to other investment banking
activities (generally extended for contingent acquisition
financing and are often intended to be short-term in nature,
as borrowers often seek to replace them with other funding
sources). The firm also extends lending commitments in
connection with other types of corporate lending, as well as
commercial real estate financing. See Note 9 for further
information about funded loans.
To mitigate the credit risk associated with the firm’s
commercial
the firm obtains credit
protection on certain loans and lending commitments through
credit default swaps, both single-name and index-based
contracts, and through the issuance of credit-linked notes.
Warehouse Financing. The firm provides financing to
clients who warehouse financial assets. These arrangements
are secured by the warehoused assets, primarily consisting
of residential real estate, consumer and corporate loans.
Credit Cards. The firm’s credit card lending commitments
included $33.97 billion as of December 2021 and
$21.64 billion as of December 2020 related to credit card
lines issued by the firm to consumers. These credit card lines
are cancellable by the firm. Credit card commitments also
includes approximately $2.0 billion relating to the firm’s
commitment
to acquire a credit card portfolio in
connection with its agreement, in January 2021, to form a
co-branded credit card relationship with General Motors.
This acquisition was completed in February 2022.
Risk Participations
The firm also risk participates certain of its commercial
lending commitments to other financial institutions. In the
event of a risk participant’s default, the firm will be
responsible to fund the borrower.
Collateralized
Collateralized Financing Commitments
Collateralized agreement commitments includes forward
starting resale and securities borrowing agreements, and
collateralized financing commitments includes forward
starting repurchase and secured lending agreements that
settle at a future date, generally within three business days.
Collateralized agreement
commitments also includes
transactions where the firm has entered into commitments
to provide
clients and
counterparties
through resale agreements. The firm’s
funding of these commitments depends on the satisfaction
of all contractual conditions to the resale agreement and
these commitments can expire unused.

financing to its

Commitments/

Agreement

contingent

186 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Contingencies
Legal Proceedings. See Note 27 for information about
legal proceedings.

Guarantees
The table below presents derivatives
the
definition of a guarantee, securities lending and clearing
guarantees and certain other financial guarantees.

that meet

$ in millions

Derivatives

As of December 2021

Securities
lending and
clearing

Other
financial
guarantees

$

3,406

Carrying Value of Net Liability $
Maximum Payout/Notional Amount by Period of Expiration
2022
2023 - 2024
2025 - 2026
2027 - thereafter
Total

$ 68,212
48,273
19,706
30,006
$166,197

$11,046
–
–
–
$11,046

–

$ 234

$ 871
3,608
2,015
97
$6,591

As of December 2020

$

$

4,357

Carrying Value of Net Liability
Maximum Payout/Notional Amount by Period of Expiration
2021
2022 - 2023
2024 - 2025
2026 - thereafter
Total

$ 89,202
56,204
23,389
32,244
$201,039

$21,352
–
–
–
$21,352

–

$ 253

$1,263
3,304
2,787
268
$7,622

In the table above:
‰ The maximum payout is based on the notional amount of
the contract and does not represent anticipated losses.
‰ Amounts exclude certain commitments to issue standby
letters of credit that are included in lending commitments.
See the tables in “Commitments” above for a summary of
the firm’s commitments.

‰ The carrying value for derivatives included derivative
assets of $1.10 billion as of December 2021 and
$1.66 billion as of December 2020, and derivative
liabilities of $4.51 billion as of December 2021 and
$6.02 billion as of December 2020.

Derivative Guarantees. The firm enters into various
derivatives that meet the definition of a guarantee under
U.S. GAAP, including written equity and commodity put
options, written currency contracts and interest rate caps,
floors and swaptions. These derivatives are risk managed
together with derivatives that do not meet the definition of
a guarantee, and therefore the amounts in the table above
do not reflect the firm’s overall risk related to derivative
activities. Disclosures about derivatives are not required if
they may be cash settled and the firm has no basis to
conclude it is probable that the counterparties held the
underlying instruments at inception of the contract. The
firm has concluded that these conditions have been met for
commercial and
certain large,
clearing
counterparties,
investment
central
counterparties,
other
funds
counterparties. Accordingly, the firm has not included such
contracts in the table above. See Note 7 for information
about credit derivatives that meet the definition of a
guarantee, which are not included in the table above.

internationally active

certain

hedge

bank

and

Derivatives are accounted for at fair value and therefore the
carrying value is considered the best indication of payment/
performance risk for individual contracts. However, the
carrying values in the table above exclude the effect of
counterparty and cash collateral netting.

and

clearing

Securities Lending and Clearing Guarantees. Securities
lending
the
indemnifications and guarantees that the firm provides in
its capacity as an agency lender and in its capacity as a
sponsoring member of
the Fixed Income Clearing
Corporation.

guarantees

include

As an agency lender, the firm indemnifies most of its
securities lending customers against losses incurred in the
event that borrowers do not return securities and the
collateral held is insufficient to cover the market value of
the securities borrowed. The maximum payout of such
indemnifications was $11.05 billion as of December 2021
and $19.86 billion as of December 2020. Collateral held by
the
lending
indemnifications was $11.36 billion as of December 2021
and $20.39 billion as of December 2020. Because the
contractual nature of these arrangements requires the firm
to obtain collateral with a market value that exceeds the
value of the securities lent to the borrower, there is minimal
performance risk associated with these indemnifications.

in connection with securities

lenders

Goldman Sachs 2021 Form 10-K 187

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

As a sponsoring member of the Government Securities
Division of the Fixed Income Clearing Corporation, the
firm guarantees the performance of its sponsored member
clients to the Fixed Income Clearing Corporation in
connection with certain resale and repurchase agreements.
To minimize potential losses on such guarantees, the firm
obtains a security interest
the
sponsored client placed with the Fixed Income Clearing
Corporation. Therefore, the risk of loss on such guarantees
is minimal. There were no amounts outstanding under the
guarantee as of December 2021. As of December 2020, the
maximum payout on this guarantee was $1.49 billion and
the related collateral held was $1.50 billion.

in the collateral

that

and

guarantees).

from assets

to enable clients

Other Financial Guarantees. In the ordinary course of
business, the firm provides other financial guarantees of the
obligations of third parties (e.g., standby letters of credit
to complete
and other guarantees
transactions
These
fund-related
guarantees represent obligations to make payments to
beneficiaries if the guaranteed party fails to fulfill
its
obligation under a contractual arrangement with that
beneficiary. Other financial guarantees also include a
guarantee that the firm has provided to the Government of
Malaysia that it will receive at least $1.4 billion in assets
seized by governmental
and proceeds
authorities around the world related to 1Malaysia
Development Berhad, a sovereign wealth fund in Malaysia
(1MDB). The firm evaluates progress toward satisfying this
obligation based on the report that it receives on a semi-
annual basis, expected in February and August. Based on
the latest report as of August 2021, approximately
$450 million in assets or proceeds from assets has been
returned to the Government of Malaysia in connection with
this guarantee, which must be satisfied by August 18, 2025.
Any amounts paid by the firm under this guarantee would
be subject to reimbursement in the event the assets or
proceeds received by the Government of Malaysia through
August 18, 2028 exceeds $1.4 billion. See Note 27 for
further information about matters related to 1MDB.

Guarantees of Securities Issued by Trusts. The firm has
established trusts, including Goldman Sachs Capital I, the
APEX Trusts and other entities, for the limited purpose of
issuing securities to third parties, lending the proceeds to
the firm and entering into contractual arrangements with
the firm and third parties related to this purpose. The firm
does not consolidate these entities. See Note 14 for further
information about the transactions involving Goldman
Sachs Capital I and the APEX Trusts.

188 Goldman Sachs 2021 Form 10-K

The firm effectively provides for the full and unconditional
guarantee of the securities issued by these entities. Timely
payment by the firm of amounts due to these entities under
the guarantee, borrowing, preferred stock and related
to cover
contractual arrangements will be sufficient
payments due on the securities issued by these entities. No
subsidiary of Group Inc. guarantees the securities of
Goldman Sachs Capital I or the APEX Trusts.

it

that

is unlikely that any
Management believes
circumstances will occur, such as nonperformance on the
part of paying agents or other service providers, that would
make it necessary for the firm to make payments related to
these entities other than those required under the terms of
the guarantee, borrowing, preferred stock and related
contractual arrangements and in connection with certain
expenses incurred by these entities.

Indemnities and Guarantees of Service Providers. In
the ordinary course of business, the firm indemnifies and
guarantees certain service providers, such as clearing and
trustees and administrators, against
custody agents,
specified potential losses in connection with their acting as
an agent of, or providing services to, the firm or its
affiliates.

third-party service providers,

The firm may also be liable to some clients or other parties
for losses arising from its custodial role or caused by acts or
omissions of
including
sub-custodians and third-party brokers. In certain cases, the
firm has the right to seek indemnification from these third-
party service providers for certain relevant losses incurred
by the firm. In addition, the firm is a member of payment,
clearing and settlement networks, as well as securities
exchanges around the world that may require the firm to
meet the obligations of such networks and exchanges in the
event of member defaults and other loss scenarios.

In connection with the firm’s prime brokerage and clearing
businesses, the firm agrees to clear and settle on behalf of its
clients the transactions entered into by them with other
brokerage firms. The firm’s obligations in respect of such
transactions are secured by the assets in the client’s account,
as well as any proceeds received from the transactions
cleared and settled by the firm on behalf of the client. In
connection with joint venture investments, the firm may
issue loan guarantees under which it may be liable in the
event of fraud, misappropriation, environmental liabilities
and certain other matters involving the borrower.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The firm is unable to develop an estimate of the maximum
payout under
these guarantees and indemnifications.
However, management believes that it is unlikely the firm
will have to make any material payments under these
arrangements, and no material liabilities related to these
guarantees and indemnifications have been recognized in
the consolidated balance sheets as of both December 2021
and December 2020.

Warranties

Representations,

and
Other
Indemnifications. The firm provides representations and
warranties to counterparties in connection with a variety of
commercial transactions and occasionally indemnifies them
losses caused by the breach of those
against potential
representations and warranties. The firm may also provide
indemnifications protecting against changes in or adverse
application of certain U.S. tax laws in connection with
ordinary-course transactions, such as securities issuances,
borrowings or derivatives.

In addition, the firm may provide indemnifications to some
counterparties to protect them in the event additional taxes
are owed or payments are withheld, due either to a change
in or an adverse application of certain non-U.S. tax laws.

These indemnifications generally are standard contractual
terms and are entered into in the ordinary course of
business. Generally,
there are no stated or notional
amounts included in these indemnifications, and the
contingencies triggering the obligation to indemnify are not
expected to occur. The firm is unable to develop an estimate
of
the maximum payout under these guarantees and
indemnifications. However, management believes that it is
unlikely the firm will have to make any material payments
under these arrangements, and no material liabilities related
to these arrangements have been recognized in the
consolidated balance sheets as of both December 2021 and
December 2020.

Guarantees of Subsidiaries. Group Inc. is the entity that
fully and unconditionally guarantees the securities issued by
GS Finance Corp., a wholly-owned finance subsidiary of
the firm. Group Inc. has guaranteed the payment
obligations of Goldman Sachs & Co. LLC (GS&Co.), GS
Bank USA and Goldman Sachs Paris Inc. et Cie, subject to
certain exceptions. In addition, Group Inc. has provided
guarantees to Goldman Sachs International (GSI) and
Goldman Sachs Bank Europe SE (GSBE) related to
agreements that each entity has entered into with certain of
its counterparties. Furthermore, Group Inc. provided a
guarantee to GS Bank USA in 2020 related to securities that
GS Bank USA acquired from certain affiliated funds of
Group Inc. and loans and lending commitments that GS
Bank USA acquired from certain subsidiaries of Group Inc.
As of December 2021, none of the securities acquired from
the affiliated funds were outstanding.

Group Inc. guarantees many of the obligations of its other
consolidated subsidiaries on a transaction-by-transaction
basis, as negotiated with counterparties. Group Inc.
is
unable to develop an estimate of the maximum payout
under its subsidiary guarantees. However, because these
obligations
consolidated
subsidiaries, Group Inc.’s liabilities as guarantor are not
separately disclosed.

obligations

also

are

of

Note 19.
Shareholders’ Equity

Common Equity
As of both December 2021 and December 2020, the firm
had 4.00 billion authorized shares of common stock and
200 million authorized shares of nonvoting common stock,
each with a par value of $0.01 per share.

The firm’s share repurchase program is intended to help
maintain the appropriate level of common equity. The
share repurchase program is effected primarily through
(which may include
regular open-market purchases
repurchase plans designed to comply with Rule 10b5-1 and
accelerated share repurchases), the amounts and timing of
which are determined primarily by the firm’s current and
and capital deployment
projected capital position,
opportunities, but which may also be influenced by general
market conditions and the prevailing price and trading
volumes of the firm’s common stock. The firm suspended
stock repurchases during the first quarter of 2020 and,
consistent with the FRB’s requirement for all large bank
holding companies (BHCs), extended the suspension of
stock repurchases through the fourth quarter of 2020. The
firm resumed stock repurchases in the first quarter of 2021.

The table below presents information about common stock
repurchases.

in millions, except per share amounts

2021

2020

2019

Year Ended December

25.8
Common share repurchases
Average cost per share
$339.81 $236.35 $206.56
Total cost of common share repurchases $ 5,200 $ 1,928 $ 5,335

15.3

8.2

share-based awards

Pursuant to the terms of certain share-based compensation
plans, employees may remit shares to the firm or the firm
to satisfy statutory
may cancel
employee tax withholding requirements. Under these plans,
1,830 shares in 2021, 3,476 shares in 2020 and 7,490
shares in 2019 were remitted with a total value of
$0.5 million in 2021, $0.9 million in 2020 and $2 million in
2019, and the firm cancelled 3.4 million share-based
awards in 2021, 3.4 million in 2020 and 3.8 million in
2019 with a total value of $984 million in 2021,
$829 million in 2020 and $743 million in 2019.

Goldman Sachs 2021 Form 10-K 189

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents common stock dividends declared.

Year Ended December

2021

2020

2019

Dividends declared per common share

$6.50

$5.00

$4.15

On January 14, 2022, the Board of Directors of Group Inc.
(Board) declared a dividend of $2.00 per common share to
be paid on March 30, 2022 to common shareholders of
record on March 2, 2022.

Preferred Equity
The tables below present information about the perpetual
preferred stock issued and outstanding as of December 2021.

Series

A
C
D
E
F
J
K
O
P
Q
R
S
T
U
V
Total

Shares
Authorized

50,000
25,000
60,000
17,500
5,000
46,000
32,200
26,000
66,000
20,000
24,000
14,000
27,000
30,000
30,000
472,700

Shares
Issued

30,000
8,000
54,000
7,667
1,615
40,000
28,000
26,000
60,000
20,000
24,000
14,000
27,000
30,000
30,000
400,282

Shares
Outstanding

Depositary Shares
Per Share

29,999
8,000
53,999
7,667
1,615
40,000
28,000
26,000
60,000
20,000
24,000
14,000
27,000
30,000
30,000
400,280

1,000
1,000
1,000
N/A
N/A
1,000
1,000
25
25
25
25
25
25
25
25

Series

Earliest Redemption Date

Liquidation
Preference

Redemption
Value
($ in millions)

A
C
D
E
F
J
K
O
P
Q
R
S
T
U
V
Total

Currently redeemable
Currently redeemable
Currently redeemable
Currently redeemable
Currently redeemable
May 10, 2023
May 10, 2024
November 10, 2026
November 10, 2022
August 10, 2024
February 10, 2025
February 10, 2025
May 10, 2026
August 10, 2026
November 10, 2026

$ 25,000
$ 25,000
$ 25,000
$100,000
$100,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000
$ 25,000

$

750
200
1,350
767
161
1,000
700
650
1,500
500
600
350
675
750
750
$10,703

In the tables above:
‰ All shares have a par value of $0.01 per share and, where
applicable, each share is represented by the specified
number of depositary shares.

‰ The earliest redemption date represents the date on which
each share of non-cumulative preferred stock is
redeemable at the firm’s option.

‰ Prior to redeeming preferred stock, the firm must receive

approval from the FRB.

190 Goldman Sachs 2021 Form 10-K

‰ In October 2021, the firm issued 30,000 shares of
Series V 4.125% Fixed-Rate Reset Non-Cumulative
Preferred Stock (Series V Preferred Stock).

‰ In July 2021, the firm issued 30,000 shares of Series U
3.65% Fixed-Rate Reset Non-Cumulative Preferred
Stock (Series U Preferred Stock).

‰ In April 2021, the firm issued 27,000 shares of Series T
3.80% Fixed-Rate Reset Non-Cumulative Preferred
Stock (Series T Preferred Stock).

‰ The redemption price per share for Series A through F and
Series Q through V Preferred Stock is the liquidation
preference plus declared and unpaid dividends. The
redemption price per share for Series J through P
Preferred Stock is the liquidation preference plus accrued
and unpaid dividends. Each share of Series E and Series F
Preferred Stock is redeemable at the firm’s option, subject
to certain covenant restrictions governing the firm’s
ability to redeem the preferred stock without issuing
common stock or other instruments with equity-like
characteristics. See Note 14 for information about the
replacement capital covenants applicable to the Series E
and Series F Preferred Stock.

‰ All series of preferred stock are pari passu and have a
preference over the firm’s common stock on liquidation.
‰ The firm’s ability to declare or pay dividends on, or
purchase, redeem or otherwise acquire, its common stock
is subject to certain restrictions in the event that the firm
fails to pay or set aside full dividends on the preferred
stock for the latest completed dividend period.

In 2021, the firm redeemed all outstanding shares of its
(i) Series N 6.30% Non-Cumulative Preferred Stock with a
redemption value of $675 million ($25,000 per share), plus
accrued and unpaid dividends and its (ii) Series M 5.375%
Fixed-to-Floating Rate Non-Cumulative Preferred Stock
with a redemption value of $2 billion ($25,000 per share),
plus accrued and unpaid dividends. The difference between
the redemption value and net carrying value at the time of
these redemptions was $41 million, which was recorded as
an addition to preferred stock dividends in 2021.

In 2020,
the firm redeemed the remaining 14,000
outstanding shares of its Series L 5.70% Non-Cumulative
Preferred Stock with a redemption value of $350 million
($25,000 per share), plus accrued and unpaid dividends.
The difference between the redemption value and net
carrying value was $1 million, which was recorded as an
addition to preferred stock dividends in 2020.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents the dividend rates of perpetual
preferred stock as of December 2021.

Series

Per Annum Dividend Rate

A
C
D
E
F

J

K

O

P

Q

R

S

T

U

V

3 month LIBOR + 0.75%, with floor of 3.75%, payable quarterly
3 month LIBOR + 0.75%, with floor of 4.00%, payable quarterly
3 month LIBOR + 0.67%, with floor of 4.00%, payable quarterly
3 month LIBOR + 0.7675%, with floor of 4.00%, payable quarterly
3 month LIBOR + 0.77%, with floor of 4.00%, payable quarterly
5.50% to, but excluding, May 10, 2023;
3 month LIBOR + 3.64% thereafter, payable quarterly
6.375% to, but excluding, May 10, 2024;
3 month LIBOR + 3.55% thereafter, payable quarterly
5.30%, payable semi-annually, from issuance date to, but excluding,
November 10, 2026; 3 month LIBOR + 3.834%, payable quarterly, thereafter
5.00%, payable semi-annually, from issuance date to, but excluding,
November 10, 2022; 3 month LIBOR + 2.874%, payable quarterly, thereafter
5.50%, payable semi-annually, from issuance date to, but excluding,
August 10, 2024; 5 year treasury rate + 3.623%, payable semi-annually, thereafter
4.95%, payable semi-annually, from issuance date to, but excluding,
February 10, 2025; 5 year treasury rate + 3.224%, payable semi-annually, thereafter
4.40%, payable semi-annually, from issuance date to, but excluding,
February 10, 2025; 5 year treasury rate + 2.85%, payable semi-annually thereafter
3.80%, payable semi-annually, from issuance date to, but excluding,
May 10, 2026; 5 year treasury rate + 2.969%, payable semi-annually, thereafter
3.65%, payable semi-annually, from issuance date to, but excluding,
August 10, 2026; 5 year treasury rate + 2.915%, payable semi-annually, thereafter
4.125%, payable semi-annually, from issuance date to, but excluding,
November 10, 2026; 5 year treasury rate + 2.949%, payable semi-annually, thereafter

In the table above, dividends on each series of preferred
stock are payable in arrears for the periods specified.

The table below presents preferred stock dividends
declared.

Year Ended December

2021

2020

2019

Series

per
share

$ in
millions

per
share

$ in
millions

per
share

$ in
millions

$ 950.51
A
$
–
B
$1,013.90
C
$1,013.90
D
$4,055.55
E
$4,055.55
F
$1,375.00
J
$1,593.76
K
–
$
L
M $
–
$ 787.50
N
$1,325.00
O
$1,250.00
P
$1,375.00
Q
$1,237.50
R
$1,100.00
S
T
$ 511.94
Total

$ 947.92
$
–
$1,011.12
$1,011.12
$4,055.55
$4,055.55
$1,375.00
$1,593.76
$ 361.54
$1,217.16
$1,575.00
$1,325.00
$1,250.00
$1,577.43
$ 910.94
$ 586.67
–
$

$ 28
–
8
55
31
7
55
44
–
–
19
34
75
28
30
15
14
$443

$ 28
–
8
55
31
6
55
45
4
97
43
34
75
32
22
8
–
$543

$ 947.92
$ 775.00
$1,011.11
$1,011.11
$4,044.44
$4,044.44
$1,375.00
$1,593.76
$1,519.67
$1,343.76
$1,575.00
$1,325.00
$1,250.00
–
$
–
$
–
$
–
$

$ 28
5
8
54
31
7
55
45
68
107
43
34
75
–
–
–
–
$560

On January 6, 2022, Group Inc. declared dividends of
$239.58 per share of Series A Preferred Stock, $255.56 per
share of Series C Preferred Stock, $255.56 per share of
Series D Preferred Stock, $343.75 per share of Series J
Preferred Stock, $398.44 per share of Series K Preferred
Stock, $687.50 per share of Series Q Preferred Stock,
$618.75 per share of Series R Preferred Stock, $550.00 per
share of Series S Preferred Stock and $486.67 per share of
Series U Preferred Stock to be paid on February 10, 2022 to
preferred shareholders of record on January 26, 2022. In
addition, the firm declared dividends of $1,000.00 per
share of Series E Preferred Stock and $1,000.00 per share of
Series F Preferred Stock to be paid on March 1, 2022 to
preferred shareholders of record on February 14, 2022.

Accumulated Other Comprehensive Income/(Loss)
The table below presents changes in accumulated other
comprehensive income/(loss), net of tax, by type.

Other
comprehensive
income/(loss)
adjustments,
net of tax

Beginning
balance

Ending
balance

$ in millions

Year Ended December 2021

Currency translation
Debt valuation adjustment
Pension and postretirement liabilities
Available-for-sale securities
Total

$ (696)
(833)
(368)
463
$(1,434)

$

(42) $ (738)
(511)
322
(327)
41
(492)
(955)
$ (634) $(2,068)

Year Ended December 2020

Currency translation
Debt valuation adjustment
Pension and postretirement liabilities
Available-for-sale securities
Total

$ (616)
(572)
(342)
46
$(1,484)

$

$

(80) $ (696)
(833)
(368)
463
$(1,434)

(261)
(26)
417
50

Year Ended December 2019
Currency translation
Debt valuation adjustment
Pension and postretirement liabilities
Available-for-sale securities
Total

$ (621)
1,507
(81)
(112)
693

$

$

5
(2,079)
(261)
158

$ (616)
(572)
(342)
46
$(2,177) $(1,484)

Goldman Sachs 2021 Form 10-K 191

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 20.
Regulation and Capital Adequacy

The FRB is the primary regulator of Group Inc., a BHC
under the U.S. Bank Holding Company Act of 1956 and a
financial holding company under amendments to this Act.
The firm is subject to consolidated regulatory capital
requirements which are calculated in accordance with the
regulations of the FRB (Capital Framework).

The capital requirements are expressed as risk-based capital
and leverage ratios that compare measures of regulatory
capital to risk-weighted assets (RWAs), average assets and
off-balance sheet exposures. Failure to comply with these
capital requirements would result in restrictions being
imposed by the firm’s regulators and could limit the firm’s
ability to repurchase shares, pay dividends and make
certain discretionary compensation payments. The firm’s
capital levels are also subject to qualitative judgments by
the regulators about components of capital, risk weightings
and other factors. Furthermore, certain of
the firm’s
subsidiaries are subject to separate regulations and capital
requirements.

Capital Framework
The regulations under the Capital Framework are largely
based on the Basel Committee on Banking Supervision’s
(Basel Committee) capital framework for strengthening
(Basel
international
III) and also
standards
capital
implement certain provisions of
the Dodd-Frank Act.
Under the Capital Framework, the firm is an “Advanced
approach” banking organization and has been designated
as a global systemically important bank (G-SIB).

The Capital Framework includes the minimum risk-based
capital and the capital conservation buffer requirements.
The buffer must consist entirely of capital that qualifies as
Common Equity Tier 1 (CET1) capital.

ratios

capital

The firm calculates its CET1 capital, Tier 1 capital and
Total
in accordance with both the
Standardized and Advanced Capital Rules. Each of the
ratios calculated under the Standardized and Advanced
Capital Rules must meet its respective capital requirements.

Under the Capital Framework, the firm is also subject to
leverage requirements which consist of a minimum Tier 1
leverage ratio and a minimum supplementary leverage ratio
(SLR), as well as the SLR buffer.

192 Goldman Sachs 2021 Form 10-K

Consolidated Regulatory Capital Requirements
Risk-Based Capital Ratios. The table below presents the
risk-based capital requirements.

As of December 2021

CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December 2020
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

Standardized

Advanced

13.4%
14.9%
16.9%

13.6%
15.1%
17.1%

9.5%
11.0%
13.0%

9.5%
11.0%
13.0%

capital

In the table above:
‰ As of both December 2021 and December 2020, under
both the Standardized and Advanced Capital Rules, the
CET1 capital ratio requirement includes a minimum of
4.5%, the Tier 1 capital ratio requirement includes a
minimum of 6.0% and the Total
ratio
requirement
includes a minimum of 8.0%. These
requirements also include the capital conservation buffer
requirements, consisting of the G-SIB surcharge of 2.5%
(Method 2) and the countercyclical capital buffer, which
the FRB has set to zero percent. In addition, the capital
conservation buffer
include the stress
requirements
capital buffer (SCB) of 6.4% as of December 2021 and
6.6% as of December 2020 under the Standardized
Capital Rules and a buffer of 2.5% as of both
December 2021 and December 2020 under the Advanced
Capital Rules.

‰ The G-SIB surcharge is updated annually based on
financial data from the prior year and is generally
applicable for the following year. The G-SIB surcharge is
calculated using two methodologies, the higher of which
is reflected in the firm’s risk-based capital requirements.
The first calculation (Method 1) is based on the Basel
Committee’s methodology which, among other factors,
relies upon measures of the size, activity and complexity
of each G-SIB. The second calculation (Method 2) uses
similar inputs but includes a measure of reliance on short-
term wholesale funding.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents information about risk-based
capital ratios.

Leverage Ratios. The table below presents the leverage
requirements.

$ in millions

As of December 2021

CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December 2020

CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

Standardized

Advanced

$ 96,254
$106,766
$ 14,636
$121,402
$676,863

14.2%
15.8%
17.9%

$ 81,641
$ 92,730
$ 15,424
$108,154
$554,162

14.7%
16.7%
19.5%

$ 96,254
$106,766
$ 12,051
$118,817
$647,921

14.9%
16.5%
18.3%

$ 81,641
$ 92,730
$ 13,279
$106,009
$609,750

13.4%
15.2%
17.4%

In the table above,
‰ As permitted by the FRB, the firm elected to temporarily
delay the estimated effects of adopting CECL on
regulatory capital until January 2022 and to subsequently
phase in the effects through January 2025. In addition,
the firm elected to increase regulatory capital by 25% of
the increase in the allowance for credit losses since
January 1, 2020, as permitted by the rules issued by the
FRB. The impact of this increase will also be phased in
over the three-year transition period. Reflecting the full
impact of CECL as of both December 2021 and
December 2020 would not have had a material impact on
the firm’s capital ratios.

‰ In the third quarter of 2021, based on regulatory feedback,
the firm revised certain interpretations of the Capital Rules
underlying the calculation of Standardized RWAs. As of
December 2020, this change would have increased the
firm’s
by
approximately $23 billion, which would have reduced the
firm’s Standardized CET1 capital ratio of 14.7% by 0.6
percentage points, Standardized Tier 1 capital ratio of
16.7% by 0.6 percentage points and Standardized Total
capital ratio of 19.5% by 0.8 percentage points.

Standardized RWAs

billion

$554

of

‰ In December 2021, the firm early adopted the U.S. federal
bank regulatory agencies’ final rule that implements the
new standardized approach for counterparty credit risk
(SA-CCR). SA-CCR replaced the current exposure method
for calculating the exposure amount of derivative contracts
for determining Standardized RWAs and supplementary
leverage exposure. Adoption of SA-CCR resulted in a
decrease to the firm’s Standardized CET1 capital ratio by
approximately 0.3 percentage points as of December 2021.

Tier 1 leverage ratio
SLR

Requirements

4.0%
5.0%

In the table above, the SLR requirement of 5% includes a
minimum of 3% and a 2% buffer applicable to G-SIBs.

The table below presents information about leverage ratios.

$ in millions

Tier 1 capital

Average total assets
Deductions from Tier 1 capital
Average adjusted total assets
Impact of SLR temporary amendment
Off-balance sheet and other exposures
Total leverage exposure

Tier 1 leverage ratio
SLR

For the Three Months
Ended or as of December

2021

2020

$ 106,766

$

92,730

$1,466,770
(4,583)
1,462,187
–
448,334
$1,910,521

$1,152,785
(4,948)
1,147,837
(202,748)
387,848
$1,332,937

7.3%
5.6%

8.1%
7.0%

In the table above:
‰ Average total assets represents the average daily assets for
the quarter adjusted for the impact of CECL transition.
‰ Impact of SLR temporary amendment represented the
exclusion of average holdings of U.S. Treasury securities
and average deposits at the Federal Reserve as permitted
by the FRB. The impact of this temporary amendment
was an increase in the firm’s SLR by approximately 1.0
percentage points
ended
the
December 2020. The amendment permitting this
exclusion expired on April 1, 2021.

three months

for

‰ Off-balance sheet and other exposures primarily includes
the monthly average of off-balance sheet exposures,
consisting of derivatives, securities financing transactions,
commitments and guarantees.

‰ Tier 1 leverage ratio is calculated as Tier 1 capital divided

by average adjusted total assets.

exposure. Adoption

‰ SLR is calculated as Tier 1 capital divided by total
leverage
SA-CCR in
December 2021, as described above, did not result in a
material impact to the firm’s SLR for the three months
ended December 2021.

of

Goldman Sachs 2021 Form 10-K 193

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Risk-Based Capital. The table below presents information
about risk-based capital.

$ in millions

Common shareholders’ equity
Impact of CECL transition
Deduction for goodwill
Deduction for identifiable intangible assets
Other adjustments
CET1 capital
Preferred stock
Deduction for investments in covered funds
Other adjustments
Tier 1 capital

Standardized Tier 2 and Total capital
Tier 1 capital
Qualifying subordinated debt
Junior subordinated debt
Allowance for credit losses
Other adjustments
Standardized Tier 2 capital
Standardized Total capital

Advanced Tier 2 and Total capital
Tier 1 capital
Standardized Tier 2 capital
Allowance for credit losses
Other adjustments
Advanced Tier 2 capital
Advanced Total capital

As of December

2021

2020

$ 99,223
1,105
(3,610)
(401)
(63)
96,254
10,703
(189)
(2)
$106,766

$106,766
11,554
94
3,034
(46)
14,636
$121,402

$ 84,729
1,126
(3,652)
(601)
39
81,641
11,203
(106)
(8)
$ 92,730

$ 92,730
12,196
188
3,095
(55)
15,424
$108,154

$106,766
14,636
(3,034)
449
12,051
$118,817

$ 92,730
15,424
(3,095)
950
13,279
$106,009

In the table above:
‰ Impact of CECL transition represents the impact of
adoption as of January 1, 2020 and the impact of increasing
regulatory capital by 25% of the increase in the allowance
for credit losses since January 1, 2020. The allowance for
credit losses within Standardized and Advanced Tier 2
capital also reflects the impact of these adjustments.

‰ Deduction for goodwill was net of deferred tax liabilities
of $675 million as of December 2021 and $680 million as
of December 2020.

‰ Deduction for investments in covered funds represents the
firm’s aggregate investments in applicable covered funds,
excluding investments that are subject to an extended
conformance period. See Note 8 for further information
about the Volcker Rule.

‰ Other adjustments within CET1 capital and Tier 1 capital
primarily include
credit valuation adjustments on
derivative liabilities, the overfunded portion of the firm’s
defined benefit pension plan obligation net of associated
deferred tax liabilities, disallowed deferred tax assets,
debt valuation adjustments and other required credit risk-
based deductions. Other adjustments within Advanced
Tier 2 capital include eligible credit reserves.

‰ Qualifying subordinated debt is subordinated debt issued
by Group Inc. with an original maturity of five years or
greater. The outstanding amount of subordinated debt
qualifying for Tier 2 capital is reduced upon reaching a
remaining maturity of five years. See Note 14 for further
information about the firm’s subordinated debt.

‰ Junior subordinated debt is debt issued to a Trust. As of
December 2021, 10% of this debt was included in Tier 2
capital and 90% was phased out of regulatory capital. As
of December 2020, 20% of this debt was included in
Tier 2 capital and 80% was phased out of regulatory
capital. Junior subordinated debt is reduced by the
amount of Trust Preferred securities purchased by the
firm and was fully phased out of Tier 2 capital beginning
in January 2022. See Note 14 for further information
about the firm’s junior subordinated debt and Trust
Preferred securities.

‰ Deduction for identifiable intangible assets was net of
of

deferred
December 2021 and $29 million as of December 2020.

$17 million

liabilities

tax

as

of

194 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents changes in CET1 capital, Tier 1
capital and Tier 2 capital.

RWAs. RWAs are calculated in accordance with both the
Standardized and Advanced Capital Rules.

Credit Risk
Credit RWAs are calculated based on measures of
exposure, which are then risk weighted under
the
Standardized and Advanced Capital Rules:
‰ The Standardized Capital Rules apply prescribed risk-
type of
weights, which depend largely on the
counterparty. The exposure measure for derivatives and
securities financing transactions are based on specific
formulas which take certain factors into consideration.
‰ Under the Advanced Capital Rules, the firm computes
risk-weights for wholesale and retail credit exposures in
accordance with the Advanced Internal Ratings-Based
approach. The exposure measures for derivatives and
securities financing transactions are computed utilizing
internal models.

‰ For both Standardized and Advanced credit RWAs, the
risk-weights for securitizations and equities are based on
specific required formulaic approaches.

Market Risk
RWAs for market risk in accordance with the Standardized
and Advanced Capital Rules are generally consistent.
Market RWAs are calculated based on measures of
exposure which include the following:
‰ Value-at-Risk (VaR) is the potential

loss in value of
certain
trading assets and liabilities, as well as
investments,
financial assets and
loans, and other
liabilities accounted for at fair value, due to adverse
market movements over a defined time horizon with a
specified confidence level.

$ in millions

Standardized Advanced

Year Ended December 2021

CET1 capital
Beginning balance
Change in:

Common shareholders’ equity
Impact of CECL transition
Deduction for goodwill
Deduction for identifiable intangible assets
Other adjustments

Ending balance

Tier 1 capital
Beginning balance
Change in:

CET1 capital
Deduction for investments in covered funds
Preferred stock
Other adjustments

Ending balance
Tier 2 capital
Beginning balance
Change in:

Qualifying subordinated debt
Junior subordinated debt
Allowance for credit losses
Other adjustments

Ending balance
Total capital

Year Ended December 2020

CET1 capital
Beginning balance
Change in:

Common shareholders’ equity
Impact of CECL transition
Deduction for goodwill
Deduction for identifiable intangible assets
Other adjustments

Ending balance

Tier 1 capital
Beginning balance
Change in:

CET1 capital
Deduction for investments in covered funds
Other adjustments

Ending balance
Tier 2 capital
Beginning balance
Change in:

Qualifying subordinated debt
Junior subordinated debt
Allowance for credit losses
Other adjustments

Ending balance
Total capital

$ 81,641 $ 81,641

14,494
(21)
42
200
(102)

14,494
(21)
42
200
(102)
$ 96,254 $ 96,254

$ 92,730 $ 92,730

14,613
(83)
(500)
6
106,766

14,613
(83)
(500)
6
106,766

15,424

13,279

(642)
(94)
(61)
9
14,636

(642)
(94)
–
(492)
12,051
$121,402 $118,817

$ 74,850 $ 74,850

5,667
1,126
(123)
3
118

5,667
1,126
(123)
3
118
$ 81,641 $ 81,641

$ 85,440 $ 85,440

6,791
504
(5)
92,730

6,791
504
(5)
92,730

14,925

13,473

(651)
(96)
1,293
(47)
15,424

(651)
(96)
–
553
13,279
$108,154 $106,009

Goldman Sachs 2021 Form 10-K 195

Operational Risk
Operational RWAs are only required to be included under
the Advanced Capital Rules. The firm utilizes an internal
risk-based model to quantify Operational RWAs.

The table below presents information about RWAs.

$ in millions

As of December 2021

Credit RWAs
Derivatives
Commitments, guarantees and loans
Securities financing transactions
Equity investments
Other
Total Credit RWAs
Market RWAs
Regulatory VaR
Stressed VaR
Incremental risk
Comprehensive risk
Specific risk
Total Market RWAs
Total Operational RWAs
Total RWAs

As of December 2020

Credit RWAs
Derivatives
Commitments, guarantees and loans
Securities financing transactions
Equity investments
Other
Total Credit RWAs
Market RWAs
Regulatory VaR
Stressed VaR
Incremental risk
Comprehensive risk
Specific risk
Total Market RWAs
Total Operational RWAs
Total RWAs

Standardized

Advanced

$175,628
233,639
76,346
43,256
71,485
600,354

13,510
38,922
6,867
2,521
14,689
76,509
–
$676,863

$120,292
176,501
71,427
46,944
70,274
485,438

14,913
31,978
7,882
1,758
12,193
68,724
–
$554,162

$109,532
182,210
14,407
45,582
86,768
438,499

13,510
38,922
6,867
2,521
14,689
76,509
132,913
$647,921

$111,691
151,587
16,568
49,268
83,599
412,713

14,913
31,978
7,882
1,758
12,193
68,724
128,313
$609,750

In the table above:
‰ Securities financing transactions represents resale and
repurchase agreements and securities borrowed and
loaned transactions.

‰ Other includes receivables, certain debt securities, cash

and cash equivalents, and other assets.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

regulatory capital

For both risk management purposes and regulatory capital
calculations, the firm uses a single VaR model which
captures risks, including those related to interest rates,
equity prices, currency rates and commodity prices.
However, VaR used for risk management purposes differs
from VaR used for
requirements
(regulatory VaR) due to differences in time horizons,
confidence levels and the scope of positions on which VaR
is calculated. For risk management purposes, a 95%
one-day VaR is used, whereas for regulatory capital
requirements, a 99% 10-day VaR is used to determine
Market RWAs and a 99% one-day VaR is used to
determine regulatory VaR exceptions. In addition, the daily
net revenues used to determine risk management VaR
exceptions (i.e., comparing the daily net revenues to the
VaR measure calculated as of the end of the prior business
the Capital
day)
Framework requires that intraday activity be excluded from
revenues when calculating regulatory VaR
daily net
exceptions.
includes bid/offer net
revenues, which are more likely than not to be positive by
their nature. As a result, there may be differences in the
number of VaR exceptions and the amount of daily net
revenues calculated for regulatory VaR compared to the
amounts calculated for risk management VaR.

include intraday activity, whereas

Intraday

activity

The firm’s positional
losses observed on a single day
exceeded its 99% one-day regulatory VaR on one occasion
during 2021 and on six occasions during 2020 (all of which
occurred during March 2020 and, as permitted by the FRB,
did not have any impact on the firm’s VaR multiplier used
to calculate Market RWAs);
‰ Stressed VaR is the potential loss in value of trading assets
and liabilities, as well as certain investments, loans, and
other financial assets and liabilities accounted for at fair
value, during a period of significant market stress;

‰ Incremental

risk is

in value of
the potential
non-securitized positions due to the default or credit
migration of issuers of financial
instruments over a
one-year time horizon;

loss

‰ Comprehensive risk is the potential loss in value, due to
price risk and defaults, within the firm’s credit correlation
positions; and

‰ Specific risk is the risk of loss on a position that could
result from factors other than broad market movements,
including event risk, default risk and idiosyncratic risk.
The standardized measurement method is used to
determine specific risk RWAs, by applying supervisory
defined risk-weighting factors after applicable netting is
performed.

196 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents changes in RWAs.

$ in millions

Standardized

Advanced

Year Ended December 2021

RWAs
Beginning balance
Credit RWAs
Change in:

Derivatives
Commitments, guarantees and loans
Securities financing transactions
Equity investments
Other

Change in Credit RWAs
Market RWAs
Change in:

Regulatory VaR
Stressed VaR
Incremental risk
Comprehensive risk
Specific risk

Change in Market RWAs
Change in Operational RWAs
Ending balance

Year Ended December 2020

RWAs
Beginning balance
Credit RWAs
Change in:

Derivatives
Commitments, guarantees and loans
Securities financing transactions
Equity investments
Other

Change in Credit RWAs
Market RWAs
Change in:

Regulatory VaR
Stressed VaR
Incremental risk
Comprehensive risk
Specific risk

Change in Market RWAs
Change in Operational RWAs
Ending balance

$554,162

$609,750

55,336
57,138
4,919
(3,688)
1,211
114,916

(2,159)
30,623
(2,161)
(3,686)
3,169
25,786

(1,403)
6,944
(1,015)
763
2,496
7,785
–
$676,863

(1,403)
6,944
(1,015)
763
2,496
7,785
4,600
$647,921

$563,575

$544,653

(614)
(3,239)
5,560
(9,870)
(5,386)
(13,549)

39,060
17,131
2,734
(12,624)
5,333
51,634

5,980
1,067
3,574
365
(6,850)
4,136
–
$554,162

5,980
1,067
3,574
567
(6,850)
4,338
9,125
$609,750

RWAs Rollforward Commentary
Year Ended December 2021. Standardized Credit RWAs
as of December 2021 increased by $114.92 billion
compared with December 2020, primarily reflecting an
increase in commitments, guarantees and loans (principally
due to increased lending activity and revisions to certain
interpretations of the Capital Rules underlying the RWA
calculation based on regulatory feedback) and an increase
in derivatives (principally due to increased exposures and
the impact of SA-CCR adoption). Standardized Market
RWAs as of December 2021 increased by $7.79 billion
compared with December 2020, primarily reflecting an
increase in stressed VaR (principally due to increased
exposures to interest rates).

Advanced Credit RWAs as of December 2021 increased by
$25.79 billion compared with December 2020, primarily
reflecting an increase in commitments, guarantees and
loans (principally due to increased lending activity). This
increase was partially offset by a decrease in equity
investments (principally due to the sale of equity positions).
Advanced Market RWAs as of December 2021 increased
by $7.79 billion compared with December 2020, primarily
reflecting an increase in stressed VaR (principally due to
increased
rates). Advanced
Operational RWAs as of December 2021 increased by
$4.60 billion compared with December 2020, primarily
associated with litigation and regulatory proceedings.

exposures

interest

to

Year Ended December 2020. Standardized Credit RWAs
as of December 2020 decreased by $13.55 billion compared
with December 2019, primarily reflecting a decrease in
equity investments (principally due to the sale of certain
equity positions) and a decrease in other (principally due to
decreased receivables as a result of changes in risk
measurements). These decreases were partially offset by an
increase in securities financing transactions (principally due
to increased funding exposures). Standardized Market
RWAs as of December 2020 increased by $4.14 billion
compared with December 2019, primarily reflecting an
increase in regulatory VaR (principally due to increased
market volatility) and an increase in incremental risk
(principally due to increased exposures in equities held for
market-making purposes). These increases were partially
offset by a decrease in specific risk (principally due to
changes in risk measurements on certain exposures).

Advanced Credit RWAs as of December 2020 increased by
$51.63 billion compared with December 2019, primarily
reflecting an increase in derivatives (principally due to the
impact of higher levels of volatility and counterparty credit
risk) and an increase in commitments, guarantees and loans
(principally due to increased lending activity). These
increases were partially offset by a decrease in equity
investments (principally due to the sale of certain equity
positions). Advanced Market RWAs as of December 2020
increased by $4.34 billion compared with December 2019,
in regulatory VaR
primarily reflecting an increase
(principally due to increased market volatility) and an
increase in incremental risk (principally due to increased
exposures in equities held for market-making purposes).
These increases were partially offset by a decrease in
in risk
specific
measurements
Advanced
Operational RWAs as of December 2020 increased by
$9.13 billion compared with December 2019. The vast
majority of this increase was associated with litigation and
regulatory proceedings.

risk (principally due

to changes

exposures).

certain

on

Goldman Sachs 2021 Form 10-K 197

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Bank Subsidiaries
GS Bank USA. GS Bank USA is the firm’s primary U.S.
bank subsidiary. GS Bank USA is an FDIC-insured, New
York State-chartered bank and a member of the Federal
Reserve System, is supervised and regulated by the FRB, the
FDIC,
the New York State Department of Financial
Services (NYDFS) and the Consumer Financial Protection
Bureau, and is subject to regulatory capital requirements
that are calculated under the Capital Framework. On
July 1, 2021, GS Bank USA acquired GSBE, a non-U.S.
banking subsidiary of the firm, which is also subject to
standalone regulatory capital requirements noted below.
GS Bank USA is an Advanced approach banking
organization under the Capital Framework.

The Capital Framework includes the minimum risk-based
capital and the capital conservation buffer requirements
(consisting of a 2.5% buffer and the countercyclical capital
buffer). The buffer must consist entirely of capital that
qualifies as CET1 capital.
the Capital
Framework includes the leverage ratio requirement.

In addition,

ratio under

each risk-based capital

GS Bank USA is required to calculate the CET1 capital,
Tier 1 capital and Total capital ratios in accordance with
both the Standardized and Advanced Capital Rules. The
the
lower of
Standardized and Advanced Capital Rules is the ratio
against which GS Bank USA’s compliance with its risk-
based capital requirements is assessed. In addition, under
the regulatory framework for prompt corrective action
applicable to GS Bank USA,
the
quantitative
“well-capitalized”
for
depository institution, GS Bank USA must also meet the
“well-capitalized” requirements in the table below. GS
Bank USA’s capital levels and prompt corrective action
classification are also subject to qualitative judgments by
the regulators about components of capital, risk weightings
and other factors. Failure to comply with the capital
requirements, including a breach of the buffers described
below, would result in restrictions being imposed by the
regulators.

in order to meet

requirements

a

The table below presents GS Bank USA’s risk-based capital,
leverage and “well-capitalized” requirements.

Requirements

“Well-capitalized”
Requirements

Risk-based capital requirements
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

Leverage requirements
Tier 1 leverage ratio
SLR

7.0%
8.5%
10.5%

4.0%
3.0%

6.5%
8.0%
10.0%

5.0%
6.0%

198 Goldman Sachs 2021 Form 10-K

In the table above:
‰ The CET1 capital ratio requirement includes a minimum
of 4.5%, the Tier 1 capital ratio requirement includes a
minimum of 6.0% and the Total capital ratio requirement
includes a minimum of 8.0%. These requirements also
include the capital conservation buffer requirements
consisting of a 2.5% buffer and the countercyclical capital
buffer, which the FRB has set to zero percent.

‰ The “well-capitalized” requirements are the binding

requirements for leverage ratios.

The table below presents information about GS Bank USA’s
risk-based capital ratios.

$ in millions

As of December 2021

CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December 2020

CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

Standardized

Advanced

$ 42,535
$ 42,535
$
6,430
$ 48,965
$312,601

13.6%
13.6%
15.7%

$ 34,687
$ 34,687
$
6,312
$ 40,999
$280,877

12.3%
12.3%
14.6%

$ 42,535
$ 42,535
$
4,646
$ 47,181
$222,607

19.1%
19.1%
21.2%

$ 34,687
$ 34,687
$
4,963
$ 39,650
$173,442

20.0%
20.0%
22.9%

In the table above:
‰ In accordance with the reporting requirements for business
combinations of entities under common control, prior
period amounts are presented as if the acquisition of GSBE
by GS Bank USA had occurred at the beginning of 2020.
‰ The lower of the Standardized or Advanced ratio is the ratio
against which GS Bank USA’s compliance with the capital
requirements is assessed under the risk-based Capital Rules,
and therefore, the Standardized ratios applied to GS Bank
USA as of both December 2021 and December 2020.

‰ As permitted by the FRB, GS Bank USA elected to
temporarily delay the estimated effects of adopting CECL
January 2022 and to
on regulatory capital until
subsequently phase in the effects through January 2025.
In addition, GS Bank USA elected to increase regulatory
capital by 25% of the increase in the allowance for credit
losses since January 1, 2020, as permitted by the rules
issued by the FRB. The impact of this increase will also be
phased in over the three-year transition period. Reflecting
the full impact of CECL as of both December 2021 and
December 2020 would not have had a material impact on
GS Bank USA’s Standardized risk-based capital ratios.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ In connection with the regulatory feedback the firm
received in the third quarter of 2021, GS Bank USA
revised certain interpretations of
the Capital Rules
underlying the calculation of Standardized RWAs. As of
December 2020, this change would have increased GS
Bank USA’s Standardized RWAs of $281 billion by
approximately $11 billion, which would have reduced GS
Bank USA’s Standardized CET1 capital ratio of 12.3% by
0.4 percentage points, Standardized Tier 1 capital ratio of
12.3% by 0.4 percentage points and Standardized Total
capital ratio of 14.6% by 0.6 percentage points.

‰ In December 2021, GS Bank USA adopted SA-CCR, which
resulted in an increase to GS Bank USA’s Standardized
CET1 capital ratio by approximately 1.9 percentage points
as of December 2021.

‰ The Standardized risk-based capital ratios increased from
December 2020 to December 2021, reflecting an increase
in capital due to capital contributions and net earnings,
partially offset by an increase in both Credit and Market
RWAs. The increase in Standardized Credit RWAs
reflected an increase in commitments, guarantees and
loans (principally due to increased lending activity and
revisions to certain interpretations of the Capital Rules
underlying the RWA calculation based on regulatory
feedback described above), partially offset by a decrease
in derivatives (principally due to the impact of SA-CCR
adoption described above). The increase in Standardized
Market RWAs primarily reflected an increase in stressed
VaR and regulatory VaR (in each case, principally due to
increased exposures to interest rates).

‰ The Advanced risk-based capital ratios decreased from
December 2020 to December 2021, reflecting an increase
in both Credit and Market RWAs, partially offset by an
increase in capital due to capital contributions and net
earnings. The increase in Advanced Credit RWAs
reflected an increase in commitments, guarantees and
loans (principally due to increased lending activity) and
the increase in Advanced Market RWAs primarily
reflected an increase in stressed VaR and regulatory VaR
(in each case, principally due to increased exposures to
interest rates).

The table below presents information about GS Bank USA’s
leverage ratios.

$ in millions

Tier 1 capital
Average adjusted total assets
Total leverage exposure

Tier 1 leverage ratio
SLR

For the Three Months
Ended or as of December

2021

$ 42,535
$409,739
$627,799

10.4%
6.8%

2020

$ 34,687
$310,690
$381,637

11.2%
9.1%

In the table above:
‰ In accordance with the reporting requirements for
business combinations of entities under common control,
prior period amounts are presented as if the acquisition of
GSBE by GS Bank USA had occurred at the beginning of
2020.

‰ Average adjusted total assets represents the average daily
assets for the quarter adjusted for deductions from Tier 1
capital and the impact of CECL transition.

‰ Total

leverage exposure, for the three months ended
December 2020, excluded average holdings of U.S.
Treasury securities and average deposits at the Federal
Reserve as permitted by the FRB under a temporary
amendment. The impact of this temporary amendment
was an increase in GS Bank USA’s SLR by approximately
2.4 percentage points for the three months ended
December 2020. The amendment permitting this
exclusion expired on April 1, 2021.

‰ Tier 1 leverage ratio is calculated as Tier 1 capital divided

by average adjusted total assets.

exposure. Adoption

‰ SLR is calculated as Tier 1 capital divided by total
leverage
SA-CCR in
December 2021 resulted in an increase to GS Bank USA’s
SLR by approximately 0.2 percentage points for the three
months ended December 2021.

of

The deposits of GS Bank USA are insured by the FDIC to
the extent provided by law. The FRB requires that GS Bank
USA maintain cash reserves with the Federal Reserve. As of
both December 2021 and December 2020, the reserve
requirement ratio was zero percent. The amount deposited
by GS Bank USA at the Federal Reserve was $122.01 billion
as of December 2021 and $52.71 billion as of
December 2020.

GS Bank USA is a registered swap dealer with the CFTC
and, beginning in the fourth quarter of 2021, also became a
registered security-based swap dealer with the SEC. As of
December 2021, GS Bank USA was subject to and in
compliance with applicable capital requirements for swap
dealers and security-based swap dealers.

Goldman Sachs 2021 Form 10-K 199

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

GSIB. GSIB is our U.K. bank subsidiary regulated by the
Prudential Regulation Authority (PRA) and the Financial
Conduct Authority (FCA). GSIB is subject to the U.K.
capital framework, which is largely based on Basel III.

The table below presents GSIB’s
requirements.

risk-based capital

Risk-based capital requirements
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December

2021

2020

8.5%
10.5%
13.2%

8.3%
10.3%
12.9%

The table below presents information about GSIB’s risk-
based capital ratios.

$ in millions

Risk-based capital and risk-weighted assets
CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

Risk-based capital ratios
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December

2021

2020

$ 3,408
$ 3,408
826
$
$ 4,234
$17,196

$ 3,051
$ 3,051
827
$
$ 3,878
$19,263

19.8%
19.8%
24.6%

15.8%
15.8%
20.1%

In the table above, the risk-based capital ratios as of
December 2021 reflected GSIB’s profits after foreseeable
charges for the year ended December 2021 (which will not
be finalized until verification by GSIB’s external auditors
and approval by GSIB’s Board of Directors for inclusion in
contributed
These
risk-based
approximately 68 basis points to the CET1 capital ratio.

capital).

profits

The eligible retail deposits of GSIB are covered by the U.K.
Financial Services Compensation Scheme to the extent
provided by law. GSIB is subject to minimum reserve
requirements at the Bank of England. The minimum reserve
requirement was $172 million as of December 2021 and
$126 million as of December 2020. The amount deposited
by GSIB at the Bank of England was $2.20 billion as of
December 2021 and $9.82 billion as of December 2020.

200 Goldman Sachs 2021 Form 10-K

GSBE. GSBE is our German bank subsidiary supervised by
the European Central Bank, BaFin and Deutsche
Bundesbank. GSBE is subject to the capital requirements
prescribed in the amended E.U. Capital Requirements
Directive (CRD) and E.U. Capital Requirements Regulation
(CRR), which are largely based on Basel III.

The table below presents GSBE’s
requirements.

risk-based capital

Risk-based capital requirements
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

As of December

2021

2020

8.7%
10.8%
13.5%

7.0%
8.5%
10.5%

The table below presents information about GSBE’s risk-
based capital ratios.

$ in millions

As of December

2021

2020

Risk-based capital and risk-weighted assets
CET1 capital
Tier 1 capital
Tier 2 capital
Total capital
RWAs

$ 6,527
$ 6,527
$
23
$ 6,550
$28,924

$ 3,991
$ 3,991
$
24
$ 4,015
$11,634

Risk-based capital ratios
CET1 capital ratio
Tier 1 capital ratio
Total capital ratio

22.6%
22.6%
22.6%

34.3%
34.3%
34.5%

In the table above:
‰ The risk-based capital ratios as of December 2021
reflected GSBE’s profits after foreseeable charges for the
year ended December 2021 (which will not be finalized
until verification by GSBE’s external auditors and
approval by GSBE’s shareholder (GS Bank USA) for
inclusion in risk-based capital). These profits contributed
approximately 106 basis points to the CET1 capital ratio.
‰ Risk-based capital ratios as of December 2021 reflected
the CRR and the CRD rules which implement changes in
the Basel standards with respect to counterparty credit
risk and large exposure. These rules became effective in
June 2021. Adoption of these rules did not result in a
material impact to GSBE’s risk-based capital ratios as of
December 2021.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents GSBE’s leverage ratio requirement
which became effective in June 2021 and the leverage ratio.

Leverage ratio requirement
Leverage ratio

As of December 2021

3.0%
7.6%

In the table above, the leverage ratio as of December 2021
reflected GSBE’s profits after foreseeable charges for the
year ended December 2021 (which will not be finalized
until verification by GSBE’s external auditors and approval
by GSBE’s shareholder (GS Bank USA) for inclusion in risk-
based capital). These profits contributed approximately
58 basis points to the leverage ratio.

The deposits of GSBE are covered by the German statutory
deposit protection program to the extent provided by law.
In addition, GSBE has elected to participate in the German
voluntary deposit protection program which provides
insurance for certain eligible deposits not covered by the
German statutory deposit program. GSBE is subject to
minimum reserve requirements at central banks in certain
of the jurisdictions in which it operates. The minimum
reserve requirement was $189 million as of December 2021
and $25 million as of December 2020. The amount
deposited by GSBE at central banks was $20.36 billion as
of December 2021 and $3.17 billion as of December 2020,
substantially all of which was deposited with Deutsche
Bundesbank.

GSBE is a registered swap dealer with the CFTC and,
beginning in the fourth quarter of 2021, also became a
registered security-based swap dealer with the SEC. As of
December 2021, GSBE was subject to and in compliance
with applicable capital requirements for swap dealers and
security-based swap dealers.

limitations

Restrictions on Payments
Group Inc. may be limited in its ability to access capital held
at certain subsidiaries as a result of regulatory, tax or other
constraints. These
include provisions of
applicable law and regulations and other regulatory
restrictions that limit the ability of those subsidiaries to
declare and pay dividends without prior
regulatory
approval. For example, the amount of dividends that may
be paid by GS Bank USA are limited to the lesser of the
amounts calculated under a recent earnings test and an
undivided profits test. As a result of dividends paid in
connection with the acquisition of GSBE in July 2021, GS
Bank USA cannot currently declare any additional
dividends without prior regulatory approval.

In addition, subsidiaries not subject to separate regulatory
capital requirements may hold capital to satisfy local tax
and legal guidelines, rating agency requirements (for
entities with assigned credit ratings) or internal policies,
including policies concerning the minimum amount of
capital a subsidiary should hold based on its underlying
level of risk.

Group Inc.’s equity investment
in subsidiaries was
$118.90 billion as of December 2021 and $103.80 billion
as of December 2020, of which Group Inc. was required to
maintain $77.22 billion as of December 2021 and
$63.68 billion as of December 2020, of minimum equity
capital in its regulated subsidiaries in order to satisfy the
regulatory requirements of such subsidiaries.

Group Inc.’s capital invested in certain non-U.S. dollar
functional currency subsidiaries is exposed to foreign
exchange risk, substantially all of which is managed
through a combination of derivatives and non-U.S.
dollar-denominated debt. See Note 7 for information about
the firm’s net investment hedges used to hedge this risk.

Goldman Sachs 2021 Form 10-K 201

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 21.
Earnings Per Common Share

Note 22.
Transactions with Affiliated Funds

Basic EPS is calculated by dividing net earnings to common
by the weighted average number of common shares
outstanding and restricted stock units (RSUs) for which the
delivery of the underlying common stock is not subject to
satisfaction of
future service, performance or market
conditions (collectively, basic shares). Diluted EPS includes
the determinants of basic EPS and, in addition, reflects the
dilutive effect of the common stock deliverable for RSUs for
which the delivery of the underlying common stock is
subject to satisfaction of future service, performance or
market conditions.

The table below presents information about basic and
diluted EPS.

The firm has formed nonconsolidated investment funds
with third-party investors. As the firm generally acts as the
investment manager for these funds, it is entitled to receive
management fees and, in certain cases, advisory fees or
incentive fees from these funds. Additionally, the firm
invests alongside the third-party investors in certain funds.

The tables below present information about affiliated
funds.

$ in millions

Year Ended December

2021

2020

2019

Fees earned from funds

$3,707

$3,393

$2,967

Year Ended December

$ in millions

As of December

2021

2020

$ 873
$4,321

$ 803
$5,068

Fees receivable from funds
Aggregate carrying value of interests in funds

The firm has waived, and may waive in the future, certain
management fees on selected money market funds to
enhance the yield for investors in such funds. Management
fees waived were $595 million (of which $565 million
related to voluntary waivers on money market funds) for
2021, $109 million for 2020 and $44 million for 2019.

The Volcker Rule restricts the firm from providing financial
support to covered funds (as defined in the rule) after the
expiration of the conformance period. As a general matter,
in the ordinary course of business, the firm does not expect
to provide additional voluntary financial support to any
covered funds, but may choose to do so with respect to
funds that are not subject to the Volcker Rule. However,
any such support is not expected to be material to the
results of operations of the firm.

In March 2020, GS Bank USA and unaffiliated entities
purchased certificates of deposit and commercial paper
from two money market funds managed by the firm. These
funds are not covered funds under the Volcker Rule. GS
Bank USA’s purchase price of
these securities was
$1.84 billion, of which none were outstanding as of
December 2021 and $321 million were outstanding as of
December 2020. These purchases were made to promote
liquidity in the short-term credit markets and to increase the
funds’ weekly liquid assets. Group Inc. provided a
guarantee to GS Bank USA in connection with these
securities. See Note 18 for information about guarantees
provided by Group Inc. to subsidiaries.

in millions, except per share amounts

2021

2020

2019

Net earnings to common
Weighted average basic shares
Effect of dilutive RSUs
Weighted average diluted shares

Basic EPS
Diluted EPS

$21,151
350.5
5.3
355.8

$ 60.25
$ 59.45

$8,915
356.4
3.9
360.3

$24.94
$24.74

$7,897
371.6
3.9
375.5

$21.18
$21.03

In the table above:
‰ Net earnings

to common represents net earnings
applicable to common shareholders, which is calculated
as net earnings less preferred stock dividends.

‰ Unvested share-based awards that have non-forfeitable
rights to dividends or dividend equivalents are treated as a
separate class of securities under the two-class method.
Distributed earnings allocated to these securities reduce
net earnings to common to calculate EPS under this
method. The impact of applying this methodology was a
reduction in basic EPS of $0.10 for 2021, and $0.07 for
both 2020 and 2019.

‰ Diluted EPS does not include antidilutive RSUs, including
those that are subject to market conditions, of 0.3 million
for 2021, and 0.1 million for both 2020 and 2019.

202 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The firm had an outstanding guarantee, as permitted under
the Volcker Rule, on behalf of its funds, of $87 million as of
December 2020. The firm had voluntarily provided this
guarantee in connection with a financing agreement with a
third-party lender executed by one of the firm’s real estate
funds that is not covered by the Volcker Rule. The firm had
no outstanding guarantee as of December 2021 and except
as noted above, the firm has not provided any additional
financial support to its affiliated funds during 2021 and
2020.

In addition, in the ordinary course of business, the firm may
also engage in other activities with its affiliated funds,
trade
including,
execution, market-making, custody, and acquisition and
bridge financing. See Note 18 for information about the
firm’s investment commitments related to these funds.

among others,

securities

lending,

Note 23.
Interest Income and Interest Expense

Interest is recorded over the life of the instrument on an
accrual basis based on contractual interest rates.

The table below presents sources of interest income and
interest expense.

$ in millions

2021

2020

2019

Year Ended December

Deposits with banks
Collateralized agreements
Trading assets
Investments
Loans
Other interest
Total interest income
Deposits
Collateralized financings
Trading liabilities
Short-term borrowings
Long-term borrowings
Other interest
Total interest expense
Net interest income

$

(24)
(980)
4,716
1,589
5,319
1,500
12,120
1,303
–
1,662
527
3,231
(1,073)
5,650
$ 6,470

$

245
282
5,210
1,627
4,883
1,442
13,689
2,386
599
1,238
542
4,153
20
8,938
$ 4,751

$ 1,211
4,397
5,899
1,457
5,411
3,363
21,738
3,568
2,658
1,213
668
5,359
3,910
17,376
$ 4,362

In the table above:
‰ Collateralized agreements includes rebates paid and

interest income on securities borrowed.

‰ Loans excludes interest on loans held for sale that are
accounted for at the lower of cost or fair value. Such
interest is included within other interest.

‰ Other

interest

income includes

income on
customer debit balances, other interest-earning assets and
loans held for sale that are accounted for at the lower of
cost or fair value.

interest

‰ Short- and long-term borrowings include both secured

and unsecured borrowings.

‰ Other interest expense includes rebates received on other
expense on

interest-bearing liabilities and interest
customer credit balances.

Note 24.
Income Taxes

Provision for Income Taxes
Income taxes are provided for using the asset and liability
method under which deferred tax assets and liabilities are
recognized for temporary differences between the financial
reporting and tax bases of assets and liabilities. The firm
reports interest expense related to income tax matters in
provision for taxes and income tax penalties in other
expenses.

The table below presents information about the provision
for taxes.

$ in millions

Current taxes
U.S. federal
State and local
Non-U.S.
Total current tax expense
Deferred taxes
U.S. federal
State and local
Non-U.S.
Total deferred tax benefit
Provision for taxes

Year Ended December

2021

2020

2019

$2,904
574
1,926
5,404

192
72
(259)
5
$5,409

$1,759
555
1,539
3,853

(798)
(42)
7
(833)
$3,020

$1,113
388
950
2,451

(383)
(20)
69
(334)
$2,117

The table below presents a reconciliation of the U.S. federal
statutory income tax rate to the effective income tax rate.

Year Ended December

2021

2020

2019

U.S. federal statutory income tax rate
State and local taxes, net of U.S. federal benefit
Settlement of employee share-based awards
Non-U.S. operations
Tax credits
Tax-exempt income, including dividends
Non-deductible legal expenses
Other
Effective income tax rate

21.0% 21.0% 21.0%
2.9
(0.6)
(3.6)
(1.8)
(1.0)
2.1
1.0
20.0% 24.2% 20.0%

1.9
(0.7)
(1.5)
(0.6)
(0.5)
–
0.4

3.1
(1.0)
(2.4)
(1.2)
(0.6)
5.6
(0.3)

In the table above, Non-U.S. operations include the impact
of the Base Erosion and Anti-Abuse Tax and Global
Intangible Low Taxed Income (GILTI).

‰ Collateralized

financings

consists

of

repurchase

agreements and securities loaned.

Goldman Sachs 2021 Form 10-K 203

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

the net

Deferred Income Taxes
Deferred income taxes reflect
tax effects of
temporary differences between the financial reporting and
tax bases of assets and liabilities. These temporary
differences result in taxable or deductible amounts in future
years and are measured using the tax rates and laws that
will be in effect when such differences are expected to
reverse. Valuation allowances are established to reduce
deferred tax assets to the amount that more likely than not
will be realized and primarily relate to the ability to utilize
losses in various tax jurisdictions. Tax assets are included in
other assets and tax liabilities are included in other
liabilities.

The table below presents information about deferred tax
assets and liabilities, excluding the impact of netting within
tax jurisdictions.

$ in millions

As of December

2021

2020

Deferred tax assets
Compensation and benefits
ASC 740 asset related to unrecognized tax benefits
Non-U.S. operations
Net operating losses
Occupancy-related
Other comprehensive income/(loss)-related
Tax credits carryforward
Operating lease liabilities
Allowance for credit losses
Other, net
Subtotal
Valuation allowance
Total deferred tax assets

$1,978
287
606
681
151
593
43
624
1,081
271
6,315
(895)
$5,420

$1,609
200
737
510
138
282
34
618
1,054
333
5,515
(551)
$4,964

Deferred tax liabilities
Depreciation and amortization
Unrealized gains
Operating lease right-of-use assets
Total deferred tax liabilities

$1,225
1,114
585
$2,924

$1,153
1,120
581
$2,854

The firm has recorded deferred tax assets of $681 million as
of December 2021 and $510 million as of December 2020,
in connection with U.S. federal, state and local and foreign
net operating loss carryforwards. The firm also recorded a
valuation allowance of $285 million as of December 2021
and $79 million as of December 2020, related to these net
operating loss carryforwards.

As of December 2021, the U.S. federal net operating loss
carryforward was $1.16 billion, the state and local net
operating loss carryforward was $1.80 billion, and the
foreign net operating loss carryforward was $1.31 billion.
If not utilized, the U.S. federal, the state and local, and
foreign net operating loss carryforwards will begin to
expire in 2022. If these carryforwards expire, they will not
have a material impact on the firm’s results of operations.
As of December 2021, the firm has recorded deferred tax
assets of $32 million in connection with general business
credit carryforwards and $11 million in connection with
state and local tax credit carryforwards. If not utilized, the
general business credit carryforward will begin to expire in
2022 and the state and local tax credit carryforward will
begin to expire in 2023. As of December 2021, the firm did
not have any foreign tax credit carryforwards.

As of both December 2021 and December 2020, the firm
had no U.S. capital loss carryforwards and no related net
deferred income tax assets. As of December 2021, the firm
had deferred tax assets of $270 million in connection with
foreign capital
carryforwards and a valuation
allowance of $270 million related to these capital loss
carryforwards.

loss

The valuation allowance increased by $344 million during
2021 and increased by $84 million during 2020. The
increases in both 2021 and 2020 were primarily due to an
increase in deferred tax assets from which the firm does not
expect to realize any benefit.

The firm permanently reinvested eligible earnings of certain
foreign subsidiaries. As of both December 2021 and
December 2020, all U.S. taxes were accrued on these
subsidiaries’ distributable earnings.

204 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Unrecognized Tax Benefits
The firm recognizes tax positions in the consolidated
financial statements only when it is more likely than not
that the position will be sustained on examination by the
relevant taxing authority based on the technical merits of
the position. A position that meets this standard is
measured at the largest amount of benefit that will more
likely than not be realized on settlement. A liability is
established for differences between positions taken in a tax
return and amounts
recognized in the consolidated
financial statements.

The accrued liability for interest expense related to income
tax matters and income tax penalties was $131 million as of
December 2021 and $129 million as of December 2020.
The firm recognized interest expense and income tax
penalties of $13 million for 2021, $41 million for 2020 and
is reasonably possible that
$60 million for 2019.
unrecognized tax benefits could change significantly during
the twelve months subsequent to December 2021 due to
potential audit settlements. However, at this time it is not
possible to estimate any potential change.

It

The table below presents the changes in the liability for
unrecognized tax benefits, which is included in other
liabilities.

$ in millions

Year Ended or as of December

2021

2020

2019

Beginning balance
Increases based on current year tax positions
Increases based on prior years’ tax positions
Decreases based on prior years’ tax positions
Decreases related to settlements
Exchange rate fluctuations
Ending balance

$1,251
297
95
(111)
(80)
(6)
$1,446

$1,445
164
209
(205)
(367)
5
$1,251

$1,051
131
441
(54)
(125)
1
$1,445

Related deferred income tax asset
Net unrecognized tax benefit

287
$1,159

200
$1,051

279
$1,166

Regulatory Tax Examinations
The firm is subject to examination by the U.S. Internal
Revenue Service (IRS) and other taxing authorities in
jurisdictions where the firm has
significant business
operations, such as the United Kingdom, Japan, Hong
Kong and various states, such as New York. The tax years
under examination vary by jurisdiction. The firm does not
expect completion of these audits to have a material impact
on the firm’s financial condition, but it may be material to
operating results for a particular period, depending, in part,
on the operating results for that period.

The table below presents the earliest tax years that remain
subject to examination by major jurisdiction.

Jurisdiction

U.S. Federal
New York State and City
United Kingdom
Japan
Hong Kong

As of
December 2021

2011
2015
2017
2016
2015

The firm has been accepted into the Compliance Assurance
Process program by the IRS for each of the tax years from
2013 through 2022. This program allows the firm to work
with the IRS to identify and resolve potential U.S. Federal
tax issues before the filing of tax returns. The fieldwork for
tax years 2011 through 2018 has been completed and the
final resolution is not expected to have a material impact on
the effective tax rate. The 2019 and 2020 tax years remain
subject to post-filing review. New York State and City
examinations of 2015 through 2018 commenced during
2021.

All years, including and subsequent to the years in the table
remain open to examination by the taxing
above,
authorities. The firm believes
the liability for
unrecognized tax benefits it has established is adequate in
relation to the potential for additional assessments.

that

Goldman Sachs 2021 Form 10-K 205

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 25.
Business Segments

The firm reports its activities in four business segments:
Investment Banking, Global Markets, Asset Management
and Consumer & Wealth Management. See Note 1 for
information about the firm’s business segments.

Compensation and benefits expenses in the firm’s segments
reflect, among other factors, the overall performance of the
firm, as well as the performance of individual businesses.
Consequently, pre-tax margins in one segment of the firm’s
business may be significantly affected by the performance
of the firm’s other business segments.

The firm allocates assets (including allocations of global
core liquid assets and cash, secured client financing and
other assets), revenues and expenses among the four
business segments. Due to the integrated nature of these
segments, estimates and judgments are made in allocating
certain assets, revenues and expenses. The allocation
process is based on the manner in which management
currently views the performance of the segments.

The allocation of common shareholders’ equity and
preferred stock dividends to each segment is based on the
the
estimated amount of equity required to support
activities of the segment under relevant regulatory capital
requirements.

Net earnings for each segment is calculated by applying the
firmwide tax rate to each segment’s pre-tax earnings.

Management believes that
this allocation provides a
reasonable representation of each segment’s contribution to
consolidated net earnings to common, return on average
common equity and total assets. Transactions between
segments are based on specific criteria or approximate
third-party rates.

206 Goldman Sachs 2021 Form 10-K

Segment Results
The table below presents a summary of the firm’s segment
results.

$ in millions

2021

2020

2019

Year Ended December

Investment Banking
Non-interest revenues
Net interest income
Total net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings
Net earnings to common
Average common equity
Return on average common equity

Global Markets
Non-interest revenues
Net interest income
Total net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings
Net earnings to common
Average common equity
Return on average common equity

Asset Management
Non-interest revenues
Net interest income
Total net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings
Net earnings to common
Average common equity
Return on average common equity

$14,425
451
14,876
(298)
6,705
$ 8,469
$ 6,775
$ 6,705
$10,341
64.8%

$19,309
2,768
22,077
45
12,969
$ 9,063
$ 7,250
$ 6,973
$45,497
15.3%

$14,366
550
14,916
18
5,970
$ 8,928
$ 7,143
$ 7,046
$25,195
28.0%

Consumer & Wealth Management
Non-interest revenues
Net interest income
Total net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings
Net earnings to common
Average common equity
Return on average common equity

$ 4,769
2,701
7,470
592
6,294
584
$
467
$
$
427
$10,796
4.0%

Total
Non-interest revenues
Net interest income
Total net revenues
Provision for credit losses
Operating expenses
Pre-tax earnings
Net earnings
Net earnings to common
Average common equity
Return on average common equity

$52,869
6,470
59,339
357
31,938
$27,044
$21,635
$21,151
$91,829
23.0%

$ 9,158
265
9,423
1,624
6,134
$ 1,665
$ 1,262
$ 1,193
$11,313
10.5%

$18,928
2,229
21,157
274
12,806
$ 8,077
$ 6,122
$ 5,766
$40,760
14.1%

$ 7,743
241
7,984
442
5,142
$ 2,400
$ 1,819
$ 1,740
$20,491
8.5%

$ 3,980
2,016
5,996
758
4,901
337
$
256
$
$
216
$ 8,012
2.7%

$39,809
4,751
44,560
3,098
28,983
$12,479
$ 9,459
$ 8,915
$80,576
11.1%

$ 7,079
520
7,599
333
4,685
$ 2,581
$ 2,065
$ 1,996
$11,167
17.9%

$13,109
1,670
14,779
35
10,851
$ 3,893
$ 3,114
$ 2,729
$40,060
6.8%

$ 8,454
511
8,965
274
4,817
$ 3,874
$ 3,099
$ 3,013
$21,575
14.0%

$ 3,542
1,661
5,203
423
4,545
235
$
188
$
$
159
$ 6,292
2.5%

$32,184
4,362
36,546
1,065
24,898
$10,583
$ 8,466
$ 7,897
$79,094
10.0%

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

In the table above:
‰ Revenues and expenses directly associated with each
segment are included in determining pre-tax earnings.
‰ Net revenues in the firm’s segments include allocations of
interest income and expense to specific positions in
relation to the cash generated by, or funding requirements
of, such positions. Net interest is included in segment net
revenues as it is consistent with how management assesses
segment performance.

‰ Total operating expenses included net provisions for
litigation and regulatory proceedings of $534 million for
2021, $3.42 billion for 2020 and $1.24 billion for 2019,
primarily reflected in Investment Banking and Global
Markets.

‰ Overhead expenses not directly allocable to specific
segments are allocated ratably based on direct segment
expenses.

‰ Effective January 1, 2021, the allocation of attributed
equity among the firm’s segments was updated to reflect
the results of the firm’s 2020 Comprehensive Capital
Analysis and Review process. The average common
equity balances above incorporate such impact, as well as
the changes in the size and composition of assets held in
each of the firm’s segments that occurred during 2021.
See Note 20 for information about the firm’s updated
SCB, which became effective on October 1, 2021.

The table below presents depreciation and amortization
expense by segment.

$ in millions

Investment Banking
Global Markets
Asset Management
Consumer & Wealth Management
Total

Year Ended December

2021

2020

2019

$ 195
772
675
373
$2,015

$ 174
611
740
377
$1,902

$ 139
646
618
301
$1,704

Consumer & Wealth Management
Wealth management
Installment
Credit cards
Loans, gross
Allowance for loan losses
Loans

Segment Assets
The table below presents assets by segment.

$ in millions

Investment Banking
Global Markets
Asset Management
Consumer & Wealth Management
Total

As of December

2021

2020

$ 144,157
1,082,378
91,115
146,338
$1,463,988

$ 116,242
844,606
95,751
106,429
$1,163,028

The table below presents gross loans by segment and loan
type, and allowance for loan losses by segment.

$ in millions

Investment Banking
Corporate
Loans, gross
Allowance for loan losses
Loans

Global Markets
Corporate
Real estate
Other
Loans, gross
Allowance for loan losses
Loans

Asset Management
Corporate
Real estate
Other
Loans, gross
Allowance for loan losses
Loans

$

As of December

2021

2020

30,421
30,421
(866)
29,555

18,578
34,986
7,838
61,402
(486)
60,916

6,928
6,810
692
14,430
(732)
13,698

43,998
3,672
8,212
55,882
(1,489)
54,393

$

27,866
27,866
(1,322)
26,544

13,248
16,915
3,499
33,662
(448)
33,214

7,545
9,125
675
17,345
(787)
16,558

33,023
3,823
4,270
41,116
(1,317)
39,799

Total
Loans, gross
Allowance for loan losses
Loans

162,135
(3,573)
$ 158,562

119,989
(3,874)
$ 116,115

See Note 9 for further information about loans.

Goldman Sachs 2021 Form 10-K 207

Note 26.
Credit Concentrations

the

and

and

transactions,

collateralized

The firm’s concentrations of credit risk arise from its
market making, client facilitation, investing, underwriting,
lending
cash
management activities, and may be impacted by changes in
industry or political factors. These activities
economic,
industries and
firm to many different
expose
counterparties, and may also subject
the firm to a
concentration of credit risk to a particular central bank,
counterparty, borrower or issuer,
including sovereign
issuers, or to a particular clearing house or exchange. The
firm seeks to mitigate credit risk by actively monitoring
exposures and obtaining collateral from counterparties as
deemed appropriate.

The firm measures and monitors its credit exposure based
on amounts owed to the firm after taking into account risk
mitigants that the firm considers when determining credit
risk. Such risk mitigants include netting and collateral
such as credit
arrangements and economic hedges,
derivatives, futures and forward contracts. Netting and
collateral agreements permit the firm to offset receivables
and payables with such counterparties and/or enable the
firm to obtain collateral on an upfront or contingent basis.

The table below presents the credit concentrations included
in trading cash instruments and investments.

$ in millions

As of December

2021

2020

$141,191
U.S. government and agency obligations
Percentage of total assets
9.6%
Non-U.S. government and agency obligations $ 51,426
3.5%
Percentage of total assets

$187,009
16.1%
$ 59,580
5.1%

the

In addition,
firm had $222.20 billion as of
December 2021 and $116.63 billion as of December 2020
of cash deposits held at central banks (included in cash and
cash equivalents), of which $122.01 billion as of
December 2021 and $52.71 billion as of December 2020
was held at the Federal Reserve.

As of both December 2021 and December 2020, the firm
did not have credit exposure to any other counterparty that
exceeded 2% of total assets.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Geographic Information
Due to the highly integrated nature of
international
financial markets, the firm manages its businesses based on
the profitability of
the enterprise as a whole. The
methodology for allocating profitability to geographic
is dependent on estimates and management
regions
judgment because a significant portion of
the firm’s
activities require cross-border coordination in order to
facilitate the needs of the firm’s clients. Geographic results
are generally allocated as follows:
‰ Investment Banking: location of the client and investment

banking team.

‰ Global Markets: FICC and Equities intermediation:
location of the market-making desk; FICC and Equities
financing (excluding prime brokerage financing): location
of the desk; prime brokerage financing: location of the
primary market for the underlying security.

‰ Asset Management (excluding Equity investments and
Lending and debt investments): location of the sales team;
Equity investments: location of the investment; Lending
and debt investments: location of the client.

‰ Consumer & Wealth Management: Wealth management:
location of the sales team; Consumer banking: location of
the client.

The table below presents total net revenues, pre-tax
earnings and net earnings by geographic region.

$ in millions

2021

2020

2019

Year Ended December

Americas
EMEA
Asia
Total net revenues

$37,379
14,372
7,588

60%
27%
13%
$59,339 100% $44,560 100% $36,546 100%

62% $22,148
24% 9,745
14% 4,653

63% $27,508
24% 10,868
13% 6,184

62%
Americas
32%
EMEA
6%
Asia
Total pre-tax earnings $27,044 100% $12,479 100% $10,583 100%

72% $ 6,623
25% 3,349
611

65% $ 9,019
26% 3,041
419

$17,476
7,062
2,506

3%

9%

Americas
EMEA
Asia
Total net earnings

$13,927
5,695
2,013

65%
65% $ 7,468
31%
26% 2,090
4%
(99)
$21,635 100% $ 9,459 100% $ 8,466 100%

79% $ 5,514
22% 2,600
352
(1)%

9%

In the table above:
‰ Asia pre-tax earnings and net earnings for 2020 and 2019
were impacted by net provisions for litigation and
regulatory proceedings.

‰ Substantially all of

the amounts in Americas were

attributable to the U.S.

‰ Asia includes Australia and New Zealand.

208 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Collateral obtained by the firm related to derivative assets is
principally cash and is held by the firm or a third-party
custodian. Collateral obtained by the firm related to resale
agreements and securities borrowed transactions
is
primarily U.S. government and agency obligations and
non-U.S. government and agency obligations. See Note 11
for further information about collateralized agreements and
financings.

The table below presents U.S. government and agency
and non-U.S.
obligations
and agency
obligations
resale agreements and
collateralize
that
securities borrowed transactions.

government

$ in millions

As of December

2021

2020

U.S. government and agency obligations
Non-U.S. government and agency obligations

$ 86,274
$141,588

$60,158
$68,001

In the table above:
‰ Non-U.S. government and agency obligations primarily
consists of securities issued by the governments of the
U.K., France and Japan.

‰ Given that the firm’s primary credit exposure on such
transactions is to the counterparty to the transaction, the
firm would be exposed to the collateral issuer only in the
event of counterparty default.

Note 27.
Legal Proceedings

The firm is involved in a number of judicial, regulatory and
arbitration proceedings (including those described below)
concerning matters arising in connection with the conduct
of the firm’s businesses. Many of these proceedings are in
early stages, and many of these cases seek an indeterminate
amount of damages.

Under ASC 450, an event is “reasonably possible” if “the
chance of the future event or events occurring is more than
remote but less than likely” and an event is “remote” if “the
chance of the future event or events occurring is slight.”
Thus, references to the upper end of the range of reasonably
possible loss for cases in which the firm is able to estimate a
range of reasonably possible loss mean the upper end of the
range of loss for cases for which the firm believes the risk of
loss is more than slight.

to matters described below for which
With respect
management has been able to estimate a range of
reasonably possible loss where (i) actual or potential
plaintiffs have claimed an amount of money damages,
(ii) the firm is being, or threatened to be, sued by purchasers
in a securities offering and is not being indemnified by a
party that the firm believes will pay the full amount of any
judgment, or (iii) the purchasers are demanding that the
firm repurchase securities, management has estimated the
upper end of the range of reasonably possible loss based on
(a) in the case of (i), the amount of money damages claimed,
(b) in the case of (ii), the difference between the initial sales
price of the securities that the firm sold in such offering and
the estimated lowest subsequent price of such securities
prior to the action being commenced and (c) in the case of
(iii), the price that purchasers paid for the securities less the
estimated value, if any, as of December 2021 of the relevant
securities, in each of cases (i), (ii) and (iii), taking into
account any other factors believed to be relevant to the
particular matter or matters of that type. As of the date
hereof, the firm has estimated the upper end of the range of
reasonably possible aggregate loss for such matters and for
any other matters described below where management has
been able to estimate a range of reasonably possible
aggregate loss to be approximately $2.0 billion in excess of
the aggregate reserves for such matters.

Management is generally unable to estimate a range of
reasonably possible loss for matters other than those
included in the estimate above, including where (i) actual or
potential plaintiffs have not claimed an amount of money
damages, except in those instances where management can
otherwise determine an appropriate amount, (ii) matters
(iii) matters relate to regulatory
are in early stages,
investigations or reviews, except in those instances where
management can otherwise determine an appropriate
amount, (iv) there is uncertainty as to the likelihood of a
class being certified or the ultimate size of the class, (v) there
is uncertainty as to the outcome of pending appeals or
motions, (vi) there are significant factual
issues to be
resolved, and/or (vii) there are novel legal issues presented.
For example, the firm’s potential liabilities with respect to
the
investigations and reviews described below in
“Regulatory Investigations and Reviews and Related
Litigation” generally are not included in management’s
loss. However,
estimate
management does not believe, based on currently available
information, that the outcomes of such other matters will
have a material adverse effect on the firm’s financial
condition, though the outcomes could be material to the
firm’s operating results
for any particular period,
depending, in part, upon the operating results for such
period.

reasonably

possible

of

Goldman Sachs 2021 Form 10-K 209

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

1MDB-Related Matters
Between 2012 and 2013, subsidiaries of the firm acted as
arrangers or purchasers of approximately $6.5 billion of
debt securities of 1MDB.

On November 1, 2018, the U.S. Department of Justice
(DOJ) unsealed a criminal information and guilty plea by
Tim Leissner, a former participating managing director of
the firm, and an indictment against Ng Chong Hwa, a
former managing director of the firm. On August 28, 2018,
Leissner was adjudicated guilty by the U.S. District Court
for the Eastern District of New York of conspiring to
launder money and to violate the U.S. Foreign Corrupt
Practices Act’s (FCPA) anti-bribery and internal accounting
controls provisions. Ng was charged with conspiring to
launder money and to violate the FCPA’s anti-bribery and
internal accounting controls provisions. On May 6, 2019,
Ng pleaded not guilty to the DOJ’s criminal charges, and
trial commenced on February 7, 2022.

On August 18, 2020, the firm announced that it entered
into a settlement agreement with the Government of
Malaysia to resolve the criminal and regulatory proceedings
in Malaysia involving the firm, which includes a guarantee
that
least
the Government of Malaysia receives at
$1.4 billion in assets and proceeds from assets seized by
governmental authorities around the world related to
1MDB. See Note 18 for further information about this
guarantee.

the PRA,

the FCA,

On October 22, 2020, the firm announced that it reached
settlements of governmental and regulatory investigations
relating to 1MDB with the DOJ, the SEC, the FRB, the
NYDFS,
the Singapore Attorney
General’s Chambers, the Singapore Commercial Affairs
Department, the Monetary Authority of Singapore and the
Hong Kong Securities and Futures Commission. Group Inc.
entered into a three-year deferred prosecution agreement
with the DOJ, in which a charge against the firm, one count
of conspiracy to violate the FCPA, was filed and will later
be dismissed if the firm abides by the terms of the
agreement. In addition, GS Malaysia pleaded guilty to one
count of conspiracy to violate the FCPA, and was sentenced
on June 9, 2021. In May 2021, the U.S. Department of
Labor granted the firm a five-year exemption to maintain
its
status as a qualified professional asset manager
(QPAM).

210 Goldman Sachs 2021 Form 10-K

The firm has received multiple demands, beginning in
November 2018,
from alleged shareholders under
Section 220 of the Delaware General Corporation Law for
books and records relating to, among other things, the
firm’s involvement with 1MDB and the firm’s compliance
procedures. On December 13, 2019, an alleged shareholder
filed a lawsuit in the Court of Chancery of the State of
Delaware seeking books and records relating to, among
other things, the firm’s involvement with 1MDB and the
firm’s compliance procedures. The lawsuit was dismissed
without prejudice on August 4, 2021.

On February 19, 2019, a purported shareholder derivative
action relating to 1MDB was filed in the U.S. District Court
for the Southern District of New York against Group Inc.
and the directors at the time and a former chairman and
chief executive officer of the firm. The second amended
complaint filed on November 13, 2020, alleges breaches of
fiduciary duties,
including in connection with alleged
insider trading by certain current and former directors,
the anti-fraud
unjust
provisions of the Exchange Act, including in connection
with Group Inc.’s
common stock repurchases and
solicitation of proxies, and seeks unspecified damages,
disgorgement and injunctive relief. Defendants moved to
dismiss
2021. On
February 3, 2022, the parties reached a settlement in
principle,
to final documentation and court
subject
approval, to resolve this action.

enrichment and violations of

January

action

this

15,

on

Beginning in March 2019, the firm has also received
demands from three shareholders to investigate and pursue
claims against certain current and former directors and
executive officers based on their oversight and public
disclosures regarding 1MDB and related internal controls.
In June 2019, the Board appointed a Special Committee to
consider the demands and, in January 2021, the Board
voted to reject them. In June 2021, the firm reached a
settlement with the three shareholders. Following the
Board’s decision to reject the initial three demands, the firm
received two additional demands from alleged shareholders
(one of which is the alleged shareholder that filed the
December 2019 books and records action in Delaware
Chancery Court) to investigate and pursue claims related to
1MDB (and, for one of the demands, other matters) against
other parties, including certain current and former directors
and executive officers of the firm. In December 2021, the
Board voted to reject the two additional demands.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

On December 20, 2018, a putative securities class action
lawsuit was filed in the U.S. District Court for the Southern
District of New York against Group Inc. and certain former
officers of the firm alleging violations of the anti-fraud
provisions of the Exchange Act with respect to Group Inc.’s
disclosures and public statements concerning 1MDB and
seeking unspecified damages. The plaintiffs filed the second
amended
2019. On
June 28, 2021, the court dismissed the claims against one of
the individual defendants but denied the defendants’
motion to dismiss with respect
to the firm and the
remaining individual defendants. On November 12, 2021,
the plaintiffs moved for class certification.

on October

complaint

28,

Mortgage-Related Matters
Beginning in April 2010, a number of purported securities
law class actions were filed in the U.S. District Court for the
Southern District of New York challenging the adequacy of
Group Inc.’s public disclosure of, among other things, the
firm’s activities in the collateralized debt obligation market,
and the firm’s conflict of interest management.

The consolidated amended complaint filed on July 25, 2011,
which named as defendants Group Inc. and certain current
and former officers and employees of Group Inc. and its
affiliates, generally alleges violations of Sections 10(b) and
20(a) of the Exchange Act and seeks monetary damages. The
defendants have moved for
summary judgment. On
April 7, 2020, the Second Circuit Court of Appeals affirmed
the district court’s August 14, 2018 grant of class
certification. On June 21, 2021, the United States Supreme
Court vacated the judgment of the Second Circuit and
remanded the case for
further proceedings, and on
August 26, 2021, the Second Circuit vacated the district
court’s grant of class certification and remanded the case for
further proceedings. On December 8, 2021, the district court
granted the plaintiffs’ motion for class certification. On
December 22, 2021, defendants filed a petition with the
Second Circuit seeking interlocutory review of the district
court’s grant of class certification.

Complaints were filed in the U.S. District Court for the
Southern District of New York on July 25, 2019 and
May 29, 2020 against Goldman Sachs Mortgage Company
and GS Mortgage Securities Corp. by U.S. Bank National
Association, as trustee for two residential mortgage-backed
securitization trusts that issued $1.7 billion of securities.
The complaints generally allege that mortgage loans in the
trusts failed to conform to applicable representations and
warranties and seek specific performance or, alternatively,
relief. On
compensatory
November 23, 2020, the court granted in part and denied in
part defendants’ motion to dismiss the complaint in the first
action and denied defendants’ motion to dismiss the
complaint in the second action. On January 14, 2021,
amended complaints were filed in both actions.

damages

other

and

Currencies-Related Litigation
GS&Co. and Group Inc. are among the defendants named
in an action filed in the U.S. District Court for the Southern
District of New York on November 7, 2018, and GSI,
GSIB, Goldman Sachs Group UK Limited and GS Bank
USA are among the defendants in an action filed in the High
Court of England and Wales on November 11, 2020, in
each case by certain direct purchasers of foreign exchange
instruments that opted out of a class settlement reached
with, among others, GS&Co. and Group Inc. The third
amended complaint in the U.S. district court action, filed on
August 3, 2020, generally alleges that the defendants
violated federal antitrust law and state common law in
connection with an alleged conspiracy to manipulate the
foreign currency exchange markets and seeks declaratory
and injunctive relief, as well as unspecified amounts of
compensatory, punitive, treble and other damages. The
claim in the English action is for breaches of English and
E.U. competition rules from 2003 to 2013 and alleges
foreign exchange rates and bid/offer
manipulation of
sensitive
spreads,
information among defendants and collusive trading.

commercially

exchange

the

of

GS&Co. is among the defendants named in a putative class
action filed in the U.S. District Court for the Southern
District of New York on August 4, 2021. The amended
complaint, filed on January 6, 2022, generally asserts
claims under federal antitrust law and state common law in
connection with an alleged conspiracy among the
defendants to manipulate auctions for foreign exchange
transactions on an electronic trading platform, as well as
claims under
Influenced and Corrupt
Organizations Act. The complaint seeks declaratory and
injunctive relief, as well as unspecified amounts of treble
and other damages.

the Racketeer

Goldman Sachs 2021 Form 10-K 211

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Banco Espirito Santo S.A. and Oak Finance
Beginning in February 2015, GSI commenced actions
against Novo Banco S.A. (Novo Banco) in the English
Commercial Court and the Bank of Portugal (BoP) in
Portuguese Administrative Court in response to BoP’s
decisions
in December 2014, September 2015 and
December 2015 to reverse an earlier transfer to Novo
Banco of an $835 million facility agreement (the Facility),
structured by GSI, between Oak Finance Luxembourg S.A.
(Oak Finance), a special purpose vehicle formed in
connection with the Facility, and Banco Espirito Santo S.A.
(BES) prior to the failure of BES. In July 2018, the English
Supreme Court found that the English courts did not yet
have jurisdiction over GSI’s action. In July 2018, the
Liquidation Committee for BES issued a decision seeking to
claw back from GSI $54 million paid to GSI and
$50 million paid to Oak Finance in connection with the
Facility, alleging that GSI acted in bad faith in extending the
Facility, including because GSI allegedly knew that BES was
at risk of
In October 2018, GSI
commenced an action in Lisbon Commercial Court
challenging the Liquidation Committee’s decision and has
since also issued a claim against the Portuguese State
seeking
approximately
$222 million related to the failure of BES, together with a
contingent claim for the $104 million sought by the
Liquidation Committee.

compensation for

losses of

imminent

failure.

civil

to various

Financial Advisory Services
Group Inc. and certain of its affiliates are from time to time
parties
litigation and arbitration
proceedings and other disputes with clients and third
parties relating to the firm’s financial advisory activities.
things,
claims generally seek, among other
These
compensatory damages and,
in some cases, punitive
damages, and in certain cases allege that the firm did not
appropriately disclose or deal with conflicts of interest.

212 Goldman Sachs 2021 Form 10-K

Archegos-Related Matters
GS&Co. is among the underwriters named as defendants in a
putative securities class action filed on August 13, 2021 in
New York Supreme Court, County of New York, relating to
ViacomCBS Inc.’s (ViacomCBS) March 2021 public offerings
of $1.7 billion of common stock and $1.0 billion of preferred
stock. In addition to the underwriters, the defendants include
ViacomCBS and certain of its officers and directors. GS&Co.
underwrote 646,154 shares of common stock representing an
aggregate offering price of approximately $55 million and
323,077 shares of preferred stock representing an aggregate
offering price of approximately $32 million. The complaint
asserts claims under the federal securities laws and alleges that
the offering documents contained material misstatements and
omissions, including, among other things, that the offering
that Archegos Capital
documents
to
(Archegos) had substantial
Management
ViacomCBS, including through total return swaps to which
certain of the underwriters, including GS&Co., were allegedly
counterparties, and that such underwriters failed to disclose
their exposure to Archegos. The complaint seeks rescission
and compensatory damages in unspecified amounts. On
November 5, 2021, the plaintiffs filed an amended complaint,
and, on December 22, 2021, the defendants filed motions to
dismiss the amended complaint. On January 4, 2022, the
plaintiffs moved for class certification.

failed to disclose

exposure

Group Inc. is also a defendant in putative securities class actions
filed beginning in October 2021 in the U.S. District Court for
the Southern District of New York. The complaints allege that
Group Inc., along with another financial institution, sold shares
in Vipshop Holdings Ltd. (Vipshop), GSX Techedu Inc.
(Gaotu), Tencent Music Entertainment Group (Tencent),
ViacomCBS, iQIYI Inc. (iQIYI) and Baidu Inc. (Baidu) based on
material nonpublic information regarding the liquidation of
Archegos’ position in Vipshop, Gaotu, Tencent, ViacomCBS,
iQIYI and Baidu, respectively. The complaints generally assert
violations of Sections 10(b), 20A and 20(a) of the Exchange Act
and seek unspecified damages.

On January 24, 2022, the firm received a demand from an
alleged shareholder under Section 220 of the Delaware
General Corporation Law for books and records relating to,
among other things, the firm’s involvement with Archegos
and the firm’s controls with respect to insider trading.
Underwriting Litigation
Firm affiliates are among the defendants in a number of
proceedings in connection with securities offerings. In these
proceedings, including those described below, the plaintiffs
assert class action or individual claims under federal and
state securities laws and in some cases other applicable
laws, allege that the offering documents for the securities
that they purchased contained material misstatements and
omissions, and generally seek compensatory and rescissory
damages in unspecified amounts, as well as rescission.
Certain of these proceedings involve additional allegations.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Inc. GS&Co.

Altice USA,
is among the underwriters
named as defendants in putative securities class actions
pending in New York Supreme Court, County of Queens,
and the U.S. District Court for the Eastern District of New
York beginning in June 2018, relating to Altice USA, Inc.’s
(Altice) $2.15 billion June 2017 initial public offering. In
addition to the underwriters, the defendants include Altice
its officers and directors. GS&Co.
and certain of
stock
of
underwrote
representing an aggregate offering price of approximately
$368 million. On June 26, 2020, the court dismissed the
amended complaint in the state court action, and on
September 4, 2020, plaintiffs moved for leave to file a
consolidated amended complaint. Plaintiffs in the district
court action filed a second amended complaint on
October 7, 2020. On November 8, 2021, the state court
preliminarily approved a settlement. The firm will not be
required to contribute to the settlement.

12,280,042

common

shares

and

GS&Co.

directors.

Inc. GS&Co.

Uber Technologies,
is among the
underwriters named as defendants in several putative
securities class actions filed beginning in September 2019 in
California Superior Court, County of San Francisco and the
U.S. District Court for the Northern District of California,
relating to Uber Technologies, Inc.’s (Uber) $8.1 billion
In addition to the
May 2019 initial public offering.
underwriters, the defendants include Uber and certain of its
officers
underwrote
35,864,408 shares of common stock representing an
aggregate offering price of approximately $1.6 billion. On
November 16, 2020, the court in the state court action
granted defendants’ motion to dismiss the consolidated
amended complaint filed on February 11, 2020, and on
appealed. On
December
August 7, 2020, defendants’ motion to dismiss the district
court action was denied. On September 25, 2020, the
plaintiffs in the district court action moved for class
certification. On December 5, 2020, the plaintiffs in the
state court action filed a complaint in the district court,
which was consolidated with the existing district court
action on January 25, 2021. On May 14, 2021, the
plaintiffs filed a second amended complaint in the district
court, purporting to add the plaintiffs from the state court
action
representatives. On
October 1, 2021, defendants’ motion to dismiss the
additional class representatives from the second amended
complaint was denied, and, on October 29, 2021, the
plaintiffs in the district court action filed a revised motion
for class certification.

additional

plaintiffs

2020,

class

16,

as

of

Inc.’s

shares

common

(Alnylam)

2,576,000

Alnylam Pharmaceuticals, Inc. GS&Co. is among the
underwriters named as defendants in a putative securities
class action filed on September 12, 2019 in New York
Supreme Court, County of New York, relating to Alnylam
$805 million
Pharmaceuticals,
November 2017 public offering of common stock. In
addition to the underwriters,
the defendants include
Alnylam and certain of its officers and directors. GS&Co.
stock
underwrote
representing an aggregate offering price of approximately
$322 million. On October 30, 2020, the court denied the
defendants’ motion to dismiss the amended complaint filed
on November 7, 2019. On February 22, 2021, the plaintiffs
moved for class certification. On April 29, 2021, the
Appellate Division of the Supreme Court of the State of
New York for the First Department denied defendants’
appeal of the New York Supreme Court’s denial of the
defendants’ motion to dismiss the amended complaint,
except with respect to one of the plaintiffs’ claims against
Alnylam’s officers and directors. On December 3, 2021, the
court preliminarily approved a settlement. The firm will not
be required to contribute to the settlement.

is

among

Venator Materials PLC. GS&Co.
the
underwriters named as defendants in putative securities
class actions in Texas District Court, Dallas County, New
York Supreme Court, New York County, and the U.S.
District Court for the Southern District of Texas, filed
beginning in February 2019, relating to Venator Materials
PLC’s (Venator) $522 million August 2017 initial public
offering and $534 million December 2017 secondary equity
offering. In addition to the underwriters, the defendants
include Venator, certain of its officers and directors and
certain of its shareholders. GS&Co. underwrote 6,351,347
shares of common stock in the August 2017 initial public
offering representing an aggregate offering price of
approximately $127 million and 5,625,768 shares of
common stock in the December 2017 secondary equity
offering representing an aggregate offering price of
approximately $127 million. On January 21, 2020, the
Texas Court of Appeals reversed the Texas District Court
the underwriter
and dismissed the
defendants, including GS&Co., in the Texas state court
action
jurisdiction. On
March 22, 2021, the defendants’ motion to dismiss the
New York state court action was granted and the plaintiffs
have filed a notice of appeal. On July 7, 2021, the court in
the federal action granted in part and denied in part
defendants’ motion to dismiss the consolidated complaint.
On August 16, 2021, the plaintiffs in the federal action filed
an
On
November 19, 2021, the plaintiffs in the putative class
action moved for class certification.

claims against

consolidated

complaint.

amended

personal

lack

for

of

Goldman Sachs 2021 Form 10-K 213

I N C . A N D S U B S I D I A R I E S
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Notes to Consolidated Financial Statements

XP Inc. GS&Co. is among the underwriters named as
defendants in putative securities class actions pending in
New York Supreme Court, County of New York, and the
U.S. District Court for the Eastern District of York, filed
beginning March 19, 2020, relating to XP Inc.’s (XP)
$2.3 billion December 2019 initial public offering. In
addition to the underwriters, the defendants include XP,
certain of its officers and directors and certain of its
shareholders. GS&Co. underwrote 19,326,218 shares of
common stock in the December 2019 initial public offering
representing an aggregate offering price of approximately
$522 million. On August 5, 2020, defendants’ motion to
stay the state court action in favor of the federal court
action was denied. On February 8, 2021, the state court
granted the defendants’ motion to dismiss the state court
action, and on March 7, 2021, the district court granted the
defendants’ motion to dismiss the federal court action. On
November 22, 2021, the Second Circuit affirmed the
district court’s order granting the defendants’ motion to
dismiss.

GoHealth, Inc. GS&Co. is among the underwriters named
as defendants in putative securities class actions filed
beginning on September 21, 2020 and consolidated in the
U.S. District Court for the Northern District of Illinois
Inc.’s (GoHealth) $914 million
relating to GoHealth,
July 2020 initial public offering.
In addition to the
underwriters, the defendants include GoHealth, certain of
its officers and directors and certain of its shareholders.
GS&Co. underwrote 11,540,550 shares of common stock
representing an aggregate offering price of approximately
$242 million. On February 25, 2021, the plaintiffs filed a
consolidated complaint. On April 26, 2021, the defendants
filed a motion to dismiss the consolidated complaint.

2020

Inc. GS&Co.

Array Technologies,
is among the
underwriters named as defendants in a putative securities
class action filed on May 14, 2021 in the U.S. District Court
for the Southern District of New York, relating to Array
Technologies, Inc.’s (Array) $1.2 billion October 2020
initial public offering of common stock, $1.3 billion
December
and
$993 million March 2021 offering of common stock. In
addition to the underwriters, the defendants include Array
and certain of
its officers and directors. GS&Co.
underwrote an aggregate of 31,912,213 shares of common
stock in the three offerings representing an aggregate
offering price of approximately $877 million. On
December 7, 2021,
filed an amended
the plaintiffs
consolidated complaint.

common

offering

stock

of

214 Goldman Sachs 2021 Form 10-K

Skillz Inc. GS&Co. is among the underwriters named as
defendants in a putative securities class action filed on
October 8, 2021 in the U.S. District Court for the Northern
District of California relating to Skillz Inc.’s (Skillz)
approximately $883 million March 2021 public offering of
common stock.
the
defendants include Skillz and certain of its officers and
directors. GS&Co. underwrote 8,832,000 shares of
common stock representing an aggregate offering price of
approximately $212 million. On December 23, 2021, the
defendants
the amended
consolidated complaint.

In addition to the underwriters,

filed a motion to dismiss

of California,

ContextLogic Inc. GS&Co. is among the underwriters
named as defendants in putative securities class actions filed
beginning on May 17, 2021 in the U.S. District Court for
the Northern District
to
billion
ContextLogic
December 2020 initial public offering of common stock. In
addition to the underwriters,
the defendants include
ContextLogic and certain of its officers and directors.
GS&Co. underwrote 16,169,000 shares of common stock
representing an aggregate offering price of approximately
$388 million.

(ContextLogic)

relating

Inc.’s

$1.1

DiDi Global Inc. Goldman Sachs (Asia) L.L.C. (GS Asia) is
among the underwriters named as defendants in putative
securities class actions filed beginning on July 6, 2021 in the
U.S. District Courts for the Southern District of New York
and the Central District of California relating to DiDi
Global Inc.’s (DiDi) $4.4 billion June 2021 initial public
offering of American Depositary Shares (ADS). In addition
to the underwriters, the defendants include DiDi and
certain of its officers and directors. GS Asia underwrote
104,554,000 ADS representing an aggregate offering price
of approximately $1.5 billion. On September 22, 2021,
plaintiffs in the California action voluntarily dismissed their
claims without prejudice. On January 7, 2022, plaintiffs in
the federal action filed a consolidated amended complaint,
which includes allegations of violations of Sections 10(b)
and 20A of the Exchange Act against the underwriter
defendants.

Vroom Inc. GS&Co. is among the underwriters named as
defendants in a putative securities class action filed on
October 4, 2021 in the U.S. District Court for the Southern
District of New York relating to Vroom Inc.’s (Vroom)
approximately $589 million September 2020 public
offering of common stock. In addition to the underwriters,
the defendants include Vroom and certain of its officers and
directors. GS&Co. underwrote 3,886,819 shares of
common stock representing an aggregate offering price of
approximately $212 million. On December 20, 2021, the
defendants served a motion to dismiss the consolidated
complaint.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Zymergen Inc. GS&Co. is among the underwriters named
as defendants in a putative securities class action filed on
August 4, 2021 in the U.S. District Court for the Northern
District of California relating to Zymergen Inc.’s (Zymergen)
$575 million April 2021 initial public offering of common
stock. In addition to the underwriters, the defendants include
Zymergen and certain of its officers and directors. GS&Co.
underwrote 5,750,345 shares of common stock representing
an aggregate offering price of approximately $178 million.

Waterdrop Inc. GS Asia is among the underwriters named
as defendants in a putative securities class action filed on
September 14, 2021 in the U.S. District Court for the
Southern District of New York relating to Waterdrop Inc.’s
(Waterdrop) $360 million May 2021 initial public offering
of ADS. In addition to the underwriters, the defendants
include Waterdrop and certain of its officers and directors.
GS Asia underwrote 15,300,000 ADS representing an
aggregate offering price of approximately $184 million.

Investment Management Services
Group Inc. and certain of its affiliates are parties to various
civil
litigation and arbitration proceedings and other
disputes with clients relating to losses allegedly sustained as
a result of the firm’s investment management services.
These claims generally seek, among other things, restitution
or other compensatory damages and,
in some cases,
punitive damages.

Securities Lending Antitrust Litigation
Group Inc. and GS&Co. are among the defendants named in
a putative antitrust class action and three individual actions
relating to securities lending practices filed in the U.S. District
Court for the Southern District of New York beginning in
August 2017. The complaints generally assert claims under
federal and state antitrust law and state common law in
connection with an alleged conspiracy among the defendants
to preclude the development of electronic platforms for
securities lending transactions. The individual complaints
also assert claims for tortious interference with business
relations and under state trade practices law and, in the
second and third individual actions, unjust enrichment under
state common law. The complaints seek declaratory and
injunctive relief, as well as unspecified amounts of
compensatory, treble, punitive and other damages. Group
Inc. was voluntarily dismissed from the putative class action
on January 26, 2018. Defendants’ motion to dismiss the class
action complaint was denied on September 27, 2018.
Defendants’ motion to dismiss the first individual action was
granted on August 7, 2019. The plaintiffs in the putative
on
for
class
February 22, 2021. On September 30, 2021, the defendants’
motion to dismiss the second and third individual actions,
which were consolidated in June 2019, was granted. On
October 25, 2021, the plaintiff in the second individual
action appealed to the Second Circuit Court of Appeals.

action moved

certification

class

Variable Rate Demand Obligations Antitrust
Litigation
GS&Co. is among the defendants named in a putative class
action relating to variable rate demand obligations
(VRDOs), filed beginning in February 2019 under separate
complaints and consolidated in the U.S. District Court for
the Southern District of New York. The consolidated
amended complaint, filed on May 31, 2019, generally
asserts claims under federal antitrust law and state common
law in connection with an alleged conspiracy among the
defendants to manipulate the market for VRDOs. The
complaint seeks declaratory and injunctive relief, as well as
unspecified amounts of compensatory, treble and other
damages. On November 2, 2020, the court granted in part
and denied in part the defendants’ motion to dismiss,
dismissing the state common law claims against GS&Co.,
but denying dismissal of the federal antitrust law claims.

GS&Co. is also among the defendants named in a related
putative class action filed on June 2, 2021 in the U.S.
District Court for the Southern District of New York. The
complaint alleges the same conspiracy in the market for
VRDOs as that alleged in the consolidated amended
complaint filed on May 31, 2019, and asserts federal
antitrust law, state law and state common law claims
against the defendants. The complaint seeks declaratory
and injunctive relief, as well as unspecified amounts of
compensatory,
damages. On
and
August 6, 2021, plaintiffs in the May 31, 2019 action filed
an amended complaint consolidating the June 2, 2021
action with
action. On
September 14, 2021, defendants filed a joint partial motion
to dismiss the August 6, 2021 amended consolidated
complaint.

the May

treble

other

2019

31,

Goldman Sachs 2021 Form 10-K 215

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Interest Rate Swap Antitrust Litigation
Group Inc., GS&Co., GSI, GS Bank USA and Goldman
Sachs Financial Markets, L.P. are among the defendants
named in a putative antitrust class action relating to the
trading of interest rate swaps, filed in November 2015 and
consolidated in the U.S. District Court for the Southern
District of New York. The same Goldman Sachs entities are
also among the defendants named in two antitrust actions
relating to the trading of interest rate swaps, commenced in
April 2016 and June 2018, respectively, in the U.S. District
Court for the Southern District of New York by three
operators of swap execution facilities and certain of their
affiliates. These actions have been consolidated for pretrial
proceedings. The complaints generally assert claims under
federal antitrust law and state common law in connection
with an alleged conspiracy among the defendants to
preclude exchange trading of interest rate swaps. The
complaints in the individual actions also assert claims under
state antitrust law. The complaints seek declaratory and
injunctive relief, as well as treble damages in an unspecified
amount. Defendants moved to dismiss the class and the first
individual action and the district court dismissed the state
common law claims asserted by the plaintiffs in the first
individual action and otherwise limited the state common
law claim in the putative class action and the antitrust
claims in both actions to the period from 2013 to 2016. On
November 20, 2018, the court granted in part and denied in
part
the second
individual action, dismissing the state common law claims
for unjust enrichment and tortious
interference, but
denying dismissal of the federal and state antitrust claims.
On March 13, 2019, the court denied the plaintiffs’ motion
in the putative class action to amend their complaint to add
allegations related to conduct from 2008 to 2012, but
granted the motion to add limited allegations from 2013 to
2016, which the plaintiffs added in a fourth consolidated
amended complaint filed on March 22, 2019. The plaintiffs
in the putative class action moved for class certification on
March 7, 2019.

the defendants’ motion to dismiss

Commodities-Related Litigation
GSI is among the defendants named in putative class actions
relating to trading in platinum and palladium, filed beginning
on November 25, 2014 and most recently amended on
May 15, 2017, in the U.S. District Court for the Southern
District of New York. The amended complaint generally
alleges that the defendants violated federal antitrust laws and
the Commodity Exchange Act in connection with an alleged
conspiracy to manipulate a benchmark for physical platinum
and palladium prices and seek declaratory and injunctive
relief, as well as treble damages in an unspecified amount. On
March 29, 2020, the court granted the defendants’ motions
to dismiss and for reconsideration, resulting in the dismissal
of all claims. On April 27, 2020, plaintiffs appealed to the
Second Circuit Court of Appeals.

216 Goldman Sachs 2021 Form 10-K

Services

J. Aron & Company and Metro
GS&Co., GSI,
International Trade
a previously
(Metro),
consolidated subsidiary of Group Inc. that was sold in the
fourth quarter of 2014, are among the defendants in a
number of putative class and individual actions filed
beginning on August 1, 2013 and consolidated in the U.S.
District Court for the Southern District of New York. The
complaints generally allege violations of federal antitrust
laws and state laws in connection with the storage of
aluminum and aluminum trading. The complaints seek
declaratory, injunctive and other equitable relief, as well as
unspecified monetary damages, including treble damages.
In December 2016, the district court granted defendants’
motions to dismiss and on August 27, 2019, the Second
Circuit vacated the district court’s dismissals and remanded
the case to district court for further proceedings. On
July 23, 2020, the district court denied the class plaintiffs’
motion for class certification, and on December 16, 2020
the Second Circuit denied leave to appeal the denial. On
February 17, 2021, the district court granted defendants’
motion for summary judgment with respect to the claims of
most of the individual plaintiffs. On April 14, 2021, the
plaintiffs appealed to the Second Circuit Court of Appeals.

In connection with the sale of Metro, the firm agreed to
including for any
provide indemnities to the buyer,
potential
liabilities for legal or regulatory proceedings
arising out of the conduct of Metro’s business while the
firm owned it.

the defendants violated antitrust

U.S. Treasury Securities Litigation
GS&Co. is among the primary dealers named as defendants
in several putative class actions relating to the market for U.S.
Treasury securities,
filed beginning in July 2015 and
consolidated in the U.S. District Court for the Southern
District of New York. GS&Co. is also among the primary
dealers named as defendants in a similar individual action
filed in the U.S. District Court for the Southern District of
New York on August 25, 2017. The consolidated class
action complaint, filed on December 29, 2017, generally
alleges that
laws in
connection with an alleged conspiracy to manipulate the
when-issued market and auctions for U.S. Treasury securities
and that certain defendants, including GS&Co., colluded to
preclude trading of U.S. Treasury securities on electronic
trading platforms in order to impede competition in the
bidding process. The individual action alleges a similar
conspiracy regarding manipulation of
the when-issued
market and auctions, as well as related futures and options in
violation of the Commodity Exchange Act. The complaints
seek declaratory and injunctive relief, treble damages in an
unspecified amount and restitution. Defendants’ motion to
dismiss was granted on March 31, 2021. On May 14, 2021,
plaintiffs filed an amended complaint. On June 14, 2021,
defendants filed a motion to dismiss the amended complaint.

I N C . A N D S U B S I D I A R I E S
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Notes to Consolidated Financial Statements

Corporate Bonds Antitrust Litigation
Group Inc. and GS&Co. are among the dealers named as
defendants in a putative class action relating to the
secondary market for odd-lot corporate bonds, filed on
April 21, 2020 in the U.S. District Court for the Southern
District of New York. The amended consolidated
complaint, filed on October 29, 2020, asserts claims under
federal antitrust law in connection with alleged anti-
competitive conduct by the defendants in the secondary
market
for odd-lots of corporate bonds, and seeks
declaratory and injunctive relief, as well as unspecified
monetary damages, including treble and punitive damages
and restitution. On October 25, 2021, the court granted
defendants’ motion to dismiss with prejudice. On
November 23, 2021, plaintiffs appealed to the Second
Circuit Court of Appeals.

Credit Default Swap Antitrust Litigation
Group Inc., GS&Co. and GSI are among the defendants
named in a putative antitrust class action relating to the
settlement of credit default swaps, filed on June 30, 2021 in
the U.S. District Court for the District of New Mexico. The
complaint generally asserts claims under federal antitrust
law and the Commodity Exchange Act in connection with
an alleged conspiracy among the defendants to manipulate
the benchmark price used to value credit default swaps for
settlement. The complaint also asserts a claim for unjust
enrichment under state common law. The complaint seeks
declaratory and injunctive relief, as well as unspecified
damages. On
and
amounts
November 15, 2021, the defendants filed a motion to
dismiss the complaint. On February 4, 2022, the plaintiffs
filed an amended complaint.

treble

other

of

Employment-Related Matters
On September 15, 2010, a putative class action was filed in
the U.S. District Court for the Southern District of New
York by three female former employees. The complaint, as
that Group Inc. and
subsequently amended, alleges
GS&Co. have systematically discriminated against female
employees in respect of compensation, promotion and
performance evaluations. The complaint alleges a class
consisting of all female employees employed at specified
levels in specified areas by Group Inc. and GS&Co. since
July 2002, and asserts claims under federal and New York
City discrimination laws. The complaint seeks class action
injunctive relief and unspecified amounts of
status,
compensatory, punitive and other damages.

On March 30, 2018, the district court certified a damages
class as to the plaintiffs’ disparate impact and treatment
claims. On September 4, 2018, the Second Circuit Court of
Appeals denied defendants’ petition for interlocutory
review of the district court’s class certification decision and
subsequently denied defendants’ petition for rehearing. On
September 27, 2018, plaintiffs advised the district court
that they would not seek to certify a class for injunctive and
declaratory relief. On March 26, 2020, the Magistrate
Judge in the district court granted in part a motion to
compel arbitration as to class members who are parties to
certain agreements with Group Inc. and/or GS&Co. in
employment-related
which they agreed to arbitrate
disputes. On April 16, 2020, plaintiffs submitted objections
to the Magistrate Judge’s order and defendants submitted
conditional objections in the event that the district judge
overturned any portion of the Magistrate Judge’s order. On
July 22, 2021, defendants filed a motion to decertify the
class. On August 9, 2021, plaintiffs filed a motion for
partial summary judgment as to a portion of a disparate
impact claim, and defendants filed a motion for summary
judgment as to plaintiff’s disparate impact and treatment
claims. On September 15, 2021, the district court affirmed
the decision of the Magistrate Judge to compel arbitration.

Communications Recordkeeping Investigation and
Review
The firm is cooperating with the SEC and producing
documents in connection with an investigation of the firm’s
compliance with records preservation requirements relating
to business communications sent over electronic messaging
channels that have not been approved by the firm. The SEC
has stated that it is conducting similar investigations of
record preservation practices at other financial institutions.

Regulatory Investigations and Reviews and Related
Litigation
Group Inc. and certain of its affiliates are subject to a number
of other investigations and reviews by, and in some cases
have received subpoenas and requests for documents and
information from, various governmental and regulatory
bodies and self-regulatory organizations and litigation and
shareholder requests relating to various matters relating to
the firm’s businesses and operations, including:
‰ The

securities offering process

and underwriting

practices;

‰ The

investment management and financial

firm’s
advisory services;
‰ Conflicts of interest;
‰ Research practices, including research independence and
interactions between research analysts and other firm
personnel, including investment banking personnel, as
well as third parties;

Goldman Sachs 2021 Form 10-K 217

Note 28.
Employee Benefit Plans

The firm sponsors various pension plans and certain other
postretirement benefit plans, primarily healthcare and life
insurance. The firm also provides certain benefits to former
or inactive employees prior to retirement.

Defined Benefit Pension Plans and Postretirement
Plans
Employees of certain non-U.S. subsidiaries participate in
various defined benefit pension plans. These plans generally
provide benefits based on years of credited service and a
percentage of eligible compensation. The firm maintains a
defined benefit pension plan for certain U.K. employees. As
of April 2008, the U.K. defined benefit plan was closed to
new participants and frozen for existing participants as of
March 31, 2016. The non-U.S. plans do not have a material
impact on the firm’s consolidated results of operations.

prior

hired

all U.S.

employees

The firm also maintains a defined benefit pension plan for
to
substantially
November 1, 2003. As of November 2004, this plan was
closed to new participants and frozen for existing
participants. In addition, the firm maintains unfunded
postretirement benefit plans that provide medical and life
insurance for eligible retirees and their dependents covered
under these programs. These plans do not have a material
impact on the firm’s consolidated results of operations.

The firm recognizes the funded status of its defined benefit
pension and postretirement plans, measured as
the
difference between the fair value of the plan assets and the
benefit obligation, in the consolidated balance sheets. As of
December 2021, other assets included $411 million (related
to overfunded pension plans) and other liabilities included
$426 million related to these plans. As of December 2020,
other assets included $343 million (related to overfunded
pension plans) and other liabilities included $478 million
related to these plans.

Defined Contribution Plans
The firm contributes to employer-sponsored U.S. and
firm’s
non-U.S.
contribution to these plans was $274 million for 2021,
$261 million for 2020 and $254 million for 2019.

plans. The

contribution

defined

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

‰ Transactions involving government-related financings
and other matters, municipal securities, including wall-
cross procedures and conflict of interest disclosure with
respect to state and municipal clients, the trading and
in
structuring of municipal derivative
connection with municipal
political
contribution rules, municipal advisory services and the
possible impact of credit default swap transactions on
municipal issuers;

instruments

offerings,

‰ Consumer lending, as well as residential mortgage
lending, servicing and securitization, and compliance
with related consumer laws;

and

securities,

government

‰ The offering, auction, sales, trading and clearance of
corporate
currencies,
commodities and other financial products and related
sales and other communications and activities, as well as
the firm’s supervision and controls relating to such
activities, including compliance with applicable short sale
rules, algorithmic, high-frequency and quantitative
trading, the firm’s U.S. alternative trading system (dark
pool),
futures trading, options trading, when-issued
trading, transaction reporting, technology systems and
controls, communications recordkeeping and recording,
securities lending practices, prime brokerage activities,
trading and clearance of credit derivative instruments and
interest rate swaps, commodities activities and metals
storage, private placement practices, allocations of and
and
trading
communications in connection with the establishment of
benchmark rates, such as currency rates;

in securities,

and trading

activities

‰ Compliance with the FCPA;
‰ The firm’s hiring and compensation practices;
‰ The firm’s system of risk management and controls; and
‰ Insider trading, the potential misuse and dissemination of
material nonpublic information regarding corporate and
governmental developments and the effectiveness of the
firm’s insider trading controls and information barriers.

The firm is cooperating with all such governmental and
regulatory investigations and reviews.

218 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 29.
Employee Incentive Plans

The cost of employee services received in exchange for a
share-based award is generally measured based on the
grant-date fair value of the award. Share-based awards that
do not require future service (i.e., vested awards, including
awards granted to retirement-eligible employees) are
expensed immediately. Share-based awards that require
future service are amortized over the relevant service
period. Forfeitures are recorded when they occur.

Cash dividend equivalents paid on RSUs are generally
charged to retained earnings. If RSUs that require future
service are forfeited,
the related dividend equivalents
originally charged to retained earnings are reclassified to
compensation expense in the period in which forfeiture
occurs.

The firm generally issues new shares of common stock upon
delivery of share-based awards. In certain cases, primarily
(as outlined in the
related to conflicted employment
applicable award agreements), the firm may cash settle
share-based compensation awards accounted for as equity
instruments. For these awards, whose terms allow for cash
settlement, additional paid-in capital is adjusted to the
extent of the difference between the value of the award at
the time of cash settlement and the grant-date value of the
award.

Stock Incentive Plan
The firm sponsors a stock incentive plan, The Goldman
Sachs Amended and Restated Stock Incentive Plan (2021)
(2021 SIP), which provides for grants of RSUs, restricted
stock, dividend equivalent rights, incentive stock options,
nonqualified stock options, stock appreciation rights, and
other share-based awards, each of which may be subject to
terms and conditions, including performance or market
conditions. On April 29, 2021, shareholders approved the
2021 SIP. The 2021 SIP is a successor to several predecessor
stock incentive plans, the first of which was adopted on
April 30, 1999, and each of which was approved by the
firm’s shareholders.

As of December 2021, 69.8 million shares were available to
be delivered pursuant to awards granted under the 2021
SIP. If any shares of common stock underlying awards
granted under the 2021 SIP or awards granted under the
2018, 2015 or 2013 predecessor stock incentive plans are
not delivered because such awards are forfeited, terminated
or canceled, or if shares of common stock underlying such
awards are surrendered or withheld to satisfy any
obligation of the grantee (including taxes), those shares will
become available to be delivered pursuant to awards
granted under the 2021 SIP. Shares available to be delivered
under the 2021 SIP also are subject to adjustment for
certain events or changes in corporate structure as provided
under the 2021 SIP. The 2021 SIP is scheduled to terminate
on the date of the annual meeting of shareholders that
occurs in 2025.

subject

(including RSUs

Restricted Stock Units
to
The firm grants RSUs
performance or market conditions) to employees, which are
generally valued based on the closing price of
the
underlying shares on the date of grant after taking into
account a liquidity discount for any applicable post-vesting
and delivery transfer restrictions. The value of equity
awards also considers the impact of material non-public
information, if any, that the firm expects to make available
shortly following grant. RSUs generally vest and underlying
shares of
required
withholding tax) as outlined in the applicable award
agreements. Award agreements generally provide that
vesting is accelerated in certain circumstances, such as on
retirement, death, disability and, in certain cases, conflicted
employment. Delivery of the underlying shares of common
stock is conditioned on the grantees satisfying certain
vesting and other requirements outlined in the award
agreements. RSUs not subject to performance conditions
generally vest and deliver over a three-year period.

common stock deliver

(net of

RSUs that are subject to performance or market conditions
generally deliver after the end of a three to five year period.
For awards that are subject to performance or market
conditions, generally the final award is adjusted from zero
up to 150% of the original grant based on satisfaction of
those conditions. Dividend equivalents that accrue on these
awards are paid when the awards settle.

Goldman Sachs 2021 Form 10-K 219

In relation to 2021 year-end, during the first quarter of
2022, the firm granted to its employees approximately
12 million RSUs (of which 4.4 million RSUs require future
service as a condition of delivery for the related shares of
common stock) and delivered, net of required withholding
tax, approximately 1 million shares of restricted stock
(which do not require future service). Both RSU and
restricted stock awards are subject to additional conditions
as outlined in the award agreements. Generally, shares
underlying these RSUs, net of required withholding tax,
deliver over a three-year period, but are subject to a one-
year post-vesting and delivery transfer restriction. The
restricted stock is subject to a three-year post-vesting and
delivery transfer restriction. These awards are not included
in the table above.

As of December 2021, there was $565 million of total
unrecognized compensation cost related to non-vested
share-based compensation arrangements. This cost
is
expected to be recognized over a weighted average period
of 2.02 years.
is unrecognized
compensation cost related to share-based compensation
arrangements subject
to performance conditions. The
maximum payout related to these awards is $31 million.
This cost is expected to be recognized over a weighted
average period of two years.

In addition,

there

The table below presents the share-based compensation and
the related excess tax benefit.

$ in millions

Year Ended December

2021

2020

2019

Share-based compensation
$2,553
Excess net tax benefit for share-based awards $ 196

$1,985
$ 120

$2,120
63
$

In the table above, excess net tax benefit for share-based
awards includes the net tax benefit on dividend equivalents
paid on RSUs and the delivery of common stock underlying
share-based awards.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

The table below presents the 2021 activity related to stock
settled RSUs.

Restricted Stock
Units Outstanding

Weighted Average
Grant-Date Fair Value of
Restricted Stock
Units Outstanding

Future
Service
Required

No Future
Service
Required

Future
Service
Required

Beginning balance 3,991,348
3,838,363
Granted
(567,318)
Forfeited
–
Delivered
(3,219,319)
Vested
4,043,074
Ending balance

$207.23
15,223,219
6,033,314
$276.57
(398,076) $231.77
–
$225.48
$255.08

(8,144,080) $
3,219,319
15,933,696

No Future
Service
Required

$203.41
$256.93
$220.26
$202.58
$225.48
$228.14

In the table above:
‰ The weighted average grant-date fair value of RSUs
granted was $264.57 during 2021, $220.45 during 2020
and $177.42 during 2019. The fair value of the RSUs
granted included a liquidity discount of 10.2% during
2021, 10.1% during 2020 and 10.5% during 2019, to
reflect post-vesting and delivery transfer restrictions,
generally of up to 4 years.

‰ The aggregate fair value of awards that vested was
$2.64 billion during 2021, $2.01 billion during 2020 and
$2.00 billion during 2019.

‰ The ending balance included restricted stock subject to
future service requirements of 47,719 shares as of
December 2021 and 72,369 shares as of December 2020.
‰ The ending balance included RSUs subject to future
service
requirements and performance or market
conditions of 322,935 RSUs as of December 2021 and
210,692 RSUs as of December 2020, and the maximum
amount of such RSUs that may be earned was 387,508
RSUs as of December 2021 and 210,692 RSUs as of
December 2020.

‰ The ending balance also included RSUs not subject to
future service requirements but subject to performance
conditions of 590,453 RSUs as of December 2021 and
489,602 RSUs as of December 2020, and the maximum
amount of such RSUs that may be earned was 885,680
RSUs as of December 2021 and 734,403 RSUs as of
December 2020.

220 Goldman Sachs 2021 Form 10-K

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Note 30.
Parent Company

Group Inc. — Condensed Statements of Earnings

Group Inc. — Condensed Balance Sheets

$ in millions

2021

2020

2019

$ in millions

Year Ended December

Revenues
Dividends from subsidiaries and other affiliates:

Bank
Nonbank

Other revenues
Total non-interest revenues
Interest income
Interest expense
Net interest loss
Total net revenues

Operating expenses
Compensation and benefits
Other expenses
Total operating expenses
Pre-tax earnings
Benefit for taxes
Undistributed earnings/(loss) of subsidiaries

and other affiliates

Net earnings
Preferred stock dividends
Net earnings applicable to common

$16,990
15,562
529
33,081
3,695
4,570
(875)
32,206

$

40
11,860
774
12,674
4,020
5,861
(1,841)
10,833

$

63
4,199
335
4,597
7,575
8,545
(970)
3,627

750
1,005
1,755
30,451
(551)

(9,367)
21,635
484

367
3,339
3,706
7,127
(696)

1,636
9,459
544

331
1,365
1,696
1,931
(538)

5,997
8,466
569

shareholders

$21,151

$ 8,915

$7,897

Supplemental Disclosures:
In the condensed statements of earnings above, revenues
and expenses included the following with subsidiaries and
other affiliates:
‰ Dividends from bank subsidiaries included cash dividends
of $16.99 billion for 2021, $38 million for 2020 and
$60 million for 2019.

‰ Dividends from nonbank subsidiaries and other affiliates
included cash dividends of $15.14 billion for 2021,
$11.32 billion for 2020 and $4.18 billion for 2019.

‰ Other

revenues

included $(1.01) billion for 2021,

$2.62 billion for 2020 and $1.29 billion for 2019.

‰ Interest

income

included $3.39 billion for 2021,

$3.68 billion for 2020 and $7.26 billion for 2019.

‰ Interest expense included $1.24 billion for 2021,

$1.73 billion for 2020 and $3.15 billion for 2019.

‰ Other

expenses

included $113 million for 2021,

$100 million for 2020 and $138 million for 2019.

Group Inc.’s other comprehensive income/(loss) was
$(634) million for 2021, $50 million for 2020 and
$(2.18) billion for 2019.

Assets
Cash and cash equivalents:
With third-party banks
With subsidiary bank

Loans to and receivables from subsidiaries:

Bank
Nonbank ($7,638 and $7,242 at fair value)
Investments in subsidiaries and other affiliates:

Bank
Nonbank

Trading assets (at fair value)
Investments ($22,525 and $16,642 at fair value)
Other assets
Total assets

Liabilities and shareholders’ equity
Secured borrowings with subsidiaries
Payables to subsidiaries
Trading liabilities (at fair value)
Unsecured short-term borrowings:

As of December

2021

2020

$

47 $
2

26
–

1,024

357
273,416 239,483

43,021
75,883
4,663
26,078
6,098

31,116
72,689
951
20,204
4,811
$430,232 $369,637

$ 50,805 $ 35,228
503
320

1,357
1,116

With third parties ($1,215 and $1,723 at fair value)
With subsidiaries

11,127
3,687

20,563
7,385

Unsecured long-term borrowings:

With third parties ($17,690 and $11,145 at fair value) 208,796 171,934
32,419
With subsidiaries
5,353
320,306 273,705

Other liabilities
Total liabilities

40,405
3,013

Commitments, contingencies and guarantees

Shareholders’ equity
Preferred stock
Common stock
Share-based awards
Additional paid-in capital
Retained earnings
Accumulated other comprehensive loss
Stock held in treasury, at cost
Total shareholders’ equity
Total liabilities and shareholders’ equity

10,703
9
4,211
56,396

11,203
9
3,468
55,679
131,811 112,947
(1,434)
(85,940)
95,932
$430,232 $369,637

(2,068)
(91,136)
109,926

Supplemental Disclosures:
Goldman Sachs Funding LLC (Funding IHC), a wholly-
owned, direct subsidiary of Group Inc., has provided
Group Inc. with a committed line of credit that allows
Group Inc. to draw sufficient funds to meet its cash needs in
the ordinary course of business.

assets

Trading
contracts with
subsidiaries of $1.38 billion as of December 2021 and
$843 million as of December 2020.

derivative

included

Trading liabilities
included derivative contracts with
subsidiaries of $1.12 billion as of December 2021 and
$320 million as of December 2020.

As of December 2021, unsecured long-term borrowings
with subsidiaries by maturity date are $38.85 billion in
2023, $324 million in 2024, $385 million in 2025,
$45 million in 2026 and $798 million in 2027-thereafter.

Goldman Sachs 2021 Form 10-K 221

Supplemental Disclosures:
Cash payments for interest, net of capitalized interest, were
$4.72 billion for 2021, $5.92 billion for 2020 and
$9.53 billion for 2019, and included $1.33 billion for 2021,
$1.90 billion for 2020 and $3.01 billion for 2019 of
payments to subsidiaries.

Cash payments/(refunds)
for income taxes, net, were
$3.74 billion for 2021, $1.37 billion for 2020 and
$272 million for 2019.

Non-cash activities during the year ended December 2021:
‰ Group Inc. exchanged $948 million of
equity investment

for
in its wholly-owned

loans

additional
subsidiaries.

Non-cash activities during the year ended December 2020:
‰ Group Inc. exchanged $11.2 million of Trust Preferred
for
junior

beneficial
certain of Group Inc.’s

common

interests

and

securities
$12.5 million of
subordinated debt.

Non-cash activities during the year ended December 2019:
‰ Group Inc. acquired $8.50 billion of deposits with GS
for

Bank USA from Funding IHC in exchange
borrowings.

‰ Group Inc. exchanged $211 million of Trust Preferred
for
junior

beneficial
certain of Group Inc.’s

common

interests

and

securities
$231 million of
subordinated debt.

I N C . A N D S U B S I D I A R I E S
T H E G O L D M A N S A C H S G R O U P ,
Notes to Consolidated Financial Statements

Group Inc. — Condensed Statements of Cash Flows

$ in millions

Cash flows from operating activities
Net earnings
Adjustments to reconcile net earnings to net

cash provided by operating activities:
Undistributed (earnings)/loss of

subsidiaries and other affiliates

Depreciation and amortization
Deferred income taxes
Share-based compensation
Gain on extinguishment of
unsecured borrowings

Changes in operating assets and liabilities:
Collateralized transactions (excluding

secured borrowings, net)

Trading assets
Trading liabilities
Other, net

Net cash provided by operating activities
Cash flows from investing activities
Purchase of property, leasehold
improvements and equipment

Repayments/(issuances) of short-term loans

to subsidiaries, net

Issuance of term loans to subsidiaries
Repayments of term loans by subsidiaries
Purchase of investments
Sales/paydowns of investments
Capital contributions to subsidiaries, net
Net cash used for investing activities
Cash flows from financing activities
Secured borrowings with subsidiary, net
Unsecured short-term borrowings, net:

With third parties
With subsidiaries

Issuance of unsecured long-term borrowings
Repayment of unsecured long-term borrowings
Purchase of Trust Preferred securities
Preferred stock redemption
Common stock repurchased
Settlement of share-based awards in

Year Ended December

2021

2020

2019

$ 21,635 $ 9,459 $ 8,466

9,367
9
(241)
335

(1,636)
6
(160)
127

(5,997)
26
(210)
118

–

(1)

(20)

–
(10,273)
796
(5,213)
16,415

332
3,484
(97)
(1,492)
10,022

77
5,145
136
(1,208)
6,533

(13)

(26)

(34)

(9,951)

7,021
(37,260) (32,472)
29,568
10,059
(3,767)
(16,964)
4,135
10,896
(5,617)
(23,978)
(1,158)
(67,211)

2,079
(7,374)
1,894
(16,776)
9,768
(415)
(10,858)

12,346

(6,360) 26,398

(683)
(1,372)
7,007
12,603
24,789
73,164
(31,588) (33,432)
(11)
(350)
(1,928)

–
(2,675)
(5,200)

(22)
4,649
8,804
(27,172)
(206)
(1,100)
(5,335)

satisfaction of withholding tax requirements

(985)

(830)

(745)

Dividends and dividend equivalents paid on

stock and share-based awards

Issuance of preferred stock, net of costs
Other financing, net
Net cash provided by/(used for) financing

(2,725)
2,172
(14)

(2,336)
349
–

(2,104)
1,098
(3)

activities

50,819

(8,878)

4,262

Net increase/(decrease) in cash and cash

equivalents

Cash and cash equivalents, beginning balance
Cash and cash equivalents, ending balance $

23
26
49 $

(14)
40
26 $

(63)
103
40

222 Goldman Sachs 2021 Form 10-K

T H E G O L D M A N S A C H S G R O U P ,
Supplemental Financial Information

I N C . A N D S U B S I D I A R I E S

Common Stock Performance

Statistical Disclosures

in

the

firm’s

The graph and table below compare the performance of an
investment
from
December 31, 2016 (the last trading day before the firm’s
2017 fiscal year) through December 31, 2021, with the
S&P 500 Index (S&P 500) and the S&P 500 Financials
Index (S&P 500 Financials).

common

stock

$300

$250

$200

$150

$100

$50

$0

Dec-16

Dec-17

Dec-18

Dec-19

Dec-20

Dec-21

The Goldman Sachs Group, Inc.

S&P 500 Index

S&P 500 Financials Index

As of December

2016

2017

2018

2019

2020

2021

Group Inc.
$100.00 $107.74 $ 71.63 $100.61 $118.19 $174.44
$100.00 $121.82 $116.47 $153.14 $181.30 $233.30
S&P 500
S&P 500 Financials $100.00 $122.14 $106.21 $140.30 $137.83 $185.89

The graph and table above assume $100 was invested on
December 31, 2016 in each of the firm’s common stock, the
S&P 500 and the S&P 500 Financials, and the dividends
were reinvested without payment of any commissions. The
performance shown represents past performance and
future
should not be
performance.

considered an indication of

Distribution of Assets, Liabilities and Shareholders’
Equity
The tables below present
balances, interest and average interest rates.

information about average

$ in millions

2021

2020

2019

Average Balance for the
Year Ended December

Assets
U.S.
Non-U.S.
Deposits with banks
U.S.
Non-U.S.
Collateralized agreements
U.S.
Non-U.S.
Trading assets
U.S.
Non-U.S.
Investments
U.S.
Non-U.S.
Loans
U.S.
Non-U.S.
Other interest-earning assets
Interest-earning assets
Cash and due from banks
Other non-interest-earning assets
Assets

Liabilities
U.S.
Non-U.S.
Interest-bearing deposits
U.S.
Non-U.S.
Collateralized financings
U.S.
Non-U.S.
Trading liabilities
U.S.
Non-U.S.
Short-term borrowings
U.S.
Non-U.S.
Long-term borrowings
U.S.
Non-U.S.
Other interest-bearing liabilities
Interest-bearing liabilities
Non-interest-bearing deposits
Other non-interest-bearing liabilities
Liabilities
Shareholders’ equity
Preferred stock
Common stock
Shareholders’ equity
Liabilities and shareholders’ equity

$ 103,182 $
95,735
198,917
202,841
148,604
351,445
173,498
136,075
309,573
69,893
18,573
88,466
108,032
21,455
129,487
98,086
55,530
153,616
1,231,504
10,804
128,521

55,662 $ 41,250
49,161
71,312
126,974
90,411
156,769
138,447
123,069
114,974
279,838
253,421
157,266
204,118
118,086
118,642
275,352
322,760
38,419
56,167
15,100
17,156
53,519
73,323
84,416
94,115
13,839
18,867
98,255
112,982
39,961
57,149
36,768
45,672
102,821
76,729
874,104
992,281
10,998
10,303
86,137
116,750
$1,370,829 $1,119,334 $971,239

$ 231,967 $ 188,767 $131,937
34,993
166,930
65,170
31,875
97,045
29,333
45,816
75,149
34,284
17,323
51,607
205,324
28,079
233,403
128,846
55,101
183,947
808,081
5,503
67,358
880,942

72,899
304,866
110,099
72,691
182,790
67,734
75,763
143,497
31,866
34,326
66,192
216,864
29,764
246,628
139,278
85,913
225,191
1,169,164
5,920
94,040
1,269,124

51,997
240,764
77,727
35,284
113,011
42,213
55,119
97,332
34,449
22,113
56,562
199,196
30,941
230,137
127,489
66,403
193,892
931,698
6,672
89,185
1,027,555

9,876
91,829
101,705

11,203
79,094
90,297
$1,370,829 $1,119,334 $971,239

11,203
80,576
91,779

Percentage attributable to non-U.S. operations
38.65%
Interest-earnings assets
31.76%
Interest-bearing liabilities

38.96% 40.73%
28.11% 26.38%

Goldman Sachs 2021 Form 10-K 223

T H E G O L D M A N S A C H S G R O U P ,
Supplemental Financial Information

I N C . A N D S U B S I D I A R I E S

$ in millions

2021

2020

2019

Interest for the
Year Ended December

Average Rate for the
Year Ended December

2021

2020

2019

Assets
U.S.
Non-U.S.
Deposits with banks
U.S.
Non-U.S.
Collateralized agreements
U.S.
Non-U.S.
Trading assets
U.S.
Non-U.S.
Investments
U.S.
Non-U.S.
Loans
U.S.
Non-U.S.
Other interest-earning assets
Interest-earning assets

Liabilities
U.S.
Non-U.S.
Interest-bearing deposits
U.S.
Non-U.S.
Collateralized financings
U.S.
Non-U.S.
Trading liabilities
U.S.
Non-U.S.
Short-term borrowings
U.S.
Non-U.S.
Long-term borrowings
U.S.
Non-U.S.
Other interest-bearing liabilities
Interest-bearing liabilities

Net interest income
U.S.
Non-U.S.
Net interest income

$

143
(167)
(24)
(383)
(597)
(980)
2,943
1,773
4,716
991
598
1,589
4,423
896
5,319
1,201
299
1,500
$12,120

$ 1,098
205
1,303
146
(146)
–
661
1,001
1,662
476
51
527
3,139
92
3,231
(897)
(176)
(1,073)
$ 5,650

$

219
26
245
371
(89)
282
3,649
1,561
5,210
1,081
546
1,627
4,061
822
4,883
1,099
343
1,442
$13,689

$ 1,967
419
2,386
554
45
599
477
761
1,238
492
50
542
4,034
119
4,153
(148)
168
20
$ 8,938

$

918
293
1,211
3,925
472
4,397
3,622
2,277
5,899
972
485
1,457
4,655
756
5,411
2,313
1,050
3,363
$21,738

$ 3,099
469
3,568
2,374
284
2,658
466
747
1,213
642
26
668
5,234
125
5,359
4,048
(138)
3,910
$17,376

$ 4,695
1,775
$ 6,470

$ 3,104
1,647
$ 4,751

$

542
3,820
$ 4,362

Assets
U.S.
Non-U.S.
Deposits with banks
U.S.
Non-U.S.
Collateralized agreements
U.S.
Non-U.S.
Trading assets
U.S.
Non-U.S.
Investments
U.S.
Non-U.S.
Loans
U.S.
Non-U.S.
Other interest-earning assets
Interest-earning assets

Liabilities
U.S.
Non-U.S.
Interest-bearing deposits
U.S.
Non-U.S.
Collateralized financings
U.S.
Non-U.S.
Trading liabilities
U.S.
Non-U.S.
Short-term borrowings
U.S.
Non-U.S.
Long-term borrowings
U.S.
Non-U.S.
Other interest-bearing liabilities
Interest-bearing liabilities

Interest rate spread
U.S.
Non-U.S.
Net yield on interest-earning assets

0.14%
(0.17)%
(0.01)%
(0.19)%
(0.40)%
(0.28)%
1.70%
1.30%
1.52%
1.42%
3.22%
1.80%
4.09%
4.18%
4.11%
1.22%
0.54%
0.98%
0.98%

0.47%
0.28%
0.43%
0.13%
(0.20)%
0.00%
0.98%
1.32%
1.16%
1.49%
0.15%
0.80%
1.45%
0.31%
1.31%
(0.64)%
(0.20)%
(0.48)%
0.48%

0.50%
0.62%
0.37%
0.53%

0.39%
0.04%
0.19%
0.27%
(0.08)%
0.11%
1.79%
1.32%
1.61%
1.92%
3.18%
2.22%
4.31%
4.36%
4.32%
1.92%
0.75%
1.40%
1.38%

2.23%
0.60%
1.34%
2.50%
0.38%
1.57%
2.30%
1.93%
2.14%
2.53%
3.21%
2.72%
5.51%
5.46%
5.51%
5.79%
2.86%
4.38%
2.49%

1.04%
0.81%
0.99%
0.71%
0.13%
0.53%
1.13%
1.38%
1.27%
1.43%
0.23%
0.96%
2.03%
0.38%
1.80%
(0.12)%

2.35%
1.34%
2.14%
3.64%
0.89%
2.74%
1.59%
1.63%
1.61%
1.87%
0.15%
1.29%
2.55%
0.45%
2.30%
3.14%
0.25% (0.25)%
2.13%
0.01%
2.15%
0.96%

0.42%
0.51%
0.43%
0.48%

0.34%
0.10%
1.07%
0.50%

In the tables above:
‰ Assets, liabilities and interest are classified as U.S. and
non-U.S. based on the location of the entity in which the
assets and liabilities are held.

‰ Derivative instruments and commodities are included in
other non-interest-earning assets and other non-interest-
bearing liabilities.

‰ Average

agreements

collateralized

included
$167.95 billion of resale agreements and $183.50 billion
of securities borrowed for 2021, $119.16 billion of resale
agreements and $134.26 billion of securities borrowed
for 2020, and $133.50 billion of resale agreements and
$146.34 billion of securities borrowed for 2019.

224 Goldman Sachs 2021 Form 10-K

‰ Other interest-earning assets primarily consists of certain

receivables from customers and counterparties.

T H E G O L D M A N S A C H S G R O U P ,
Supplemental Financial Information

I N C . A N D S U B S I D I A R I E S

‰ Collateralized financings included $145.68 billion of repurchase
agreements and $37.11 billion of securities loaned for 2021,
$96.60 billion of repurchase agreements and $16.41 billion of
securities loaned for 2020, and $84.00 billion of repurchase
agreements and $13.05 billion of securities loaned for 2019.

‰ Substantially all of the other interest-bearing liabilities consists

of certain payables to customers and counterparties.

‰ Interest rates for borrowings include the effects of interest

rate swaps accounted for as hedges.

‰ Loans exclude loans held for sale that are accounted for at
the lower of cost or fair value. Such loans are included within
other interest-earning assets.

‰ Short- and long-term borrowings include both secured and

unsecured borrowings.

Changes in Net Interest Income, Volume and Rate
Analysis
The tables below present the effect on net interest income of
volume and rate changes. In this analysis, changes due to
volume/rate variance have been allocated to volume.

Year Ended December 2021
versus December 2020

$ in millions
Interest-earning assets
U.S.
Non-U.S.
Deposits with banks
U.S.
Non-U.S.
Collateralized agreements
U.S.
Non-U.S.
Trading assets
U.S.
Non-U.S.
Investments
U.S.
Non-U.S.
Loans
U.S.
Non-U.S.
Other interest-earning assets
Change in interest income
Interest-bearing liabilities
U.S.
Non-U.S.
Interest-bearing deposits
U.S.
Non-U.S.
Collateralized financings
U.S.
Non-U.S.
Trading liabilities
U.S.
Non-U.S.
Short-term borrowings
U.S.
Non-U.S.
Long-term borrowings
U.S.
Non-U.S.
Other interest-bearing liabilities
Change in interest expense
Change in net interest income

Increase (decrease)
due to change in:

Volume

Rate

$ 66
(43)
23
(122)
(135)
(257)
(519)
227
(292)
195
46
241
570
108
678
501
53
554
947

204
59
263
43
(75)
(32)
249
273
522
(39)
18
(21)
256
(4)
252
(76)
(40)
(116)
868
$ 79

$ (142)
(150)
(292)
(632)
(373)
(1,005)
(187)
(15)
(202)
(285)
6
(279)
(208)
(34)
(242)
(399)
(97)
(496)
(2,516)

(1,073)
(273)
(1,346)
(451)
(116)
(567)
(65)
(33)
(98)
23
(17)
6
(1,151)
(23)
(1,174)
(673)
(304)
(977)
(4,156)
$ 1,640

Net
Change

$

(76)
(193)
(269)
(754)
(508)
(1,262)
(706)
212
(494)
(90)
52
(38)
362
74
436
102
(44)
58
(1,569)

(869)
(214)
(1,083)
(408)
(191)
(599)
184
240
424
(16)
1
(15)
(895)
(27)
(922)
(749)
(344)
(1,093)
(3,288)
$ 1,719

Year Ended December 2020
versus December 2019

Increase (decrease)
due to change in:

$ in millions

Volume

Rate

Interest-earning assets
U.S.
Non-U.S.
Deposits with banks
U.S.
Non-U.S.
Collateralized agreements
U.S.
Non-U.S.
Trading assets
U.S.
Non-U.S.
Investments
U.S.
Non-U.S.
Loans
U.S.
Non-U.S.
Other interest-earning assets
Change in interest income
Interest-bearing liabilities
U.S.
Non-U.S.
Interest-bearing deposits
U.S.
Non-U.S.
Collateralized financings
U.S.
Non-U.S.
Trading liabilities
U.S.
Non-U.S.
Short-term borrowings
U.S.
Non-U.S.
Long-term borrowings
U.S.
Non-U.S.
Other interest-bearing liabilities
Change in interest expense
Change in net interest income

$

57
8
65
(49)
6
(43)
838
7
845
342
65
407
419
219
638
331
67
398
2,310

592
137
729
90
4
94
146
128
274
2
11
13
(124)
11
(113)
2
29
31
1,028
$1,282

$

(756)
(275)
(1,031)
(3,505)
(567)
(4,072)
(811)
(723)
(1,534)
(233)
(4)
(237)
(1,013)
(153)
(1,166)
(1,545)
(774)
(2,319)
(10,359)

(1,724)
(187)
(1,911)
(1,910)
(243)
(2,153)
(135)
(114)
(249)
(152)
13
(139)
(1,076)
(17)
(1,093)
(4,198)
277
(3,921)
(9,466)
(893)

$

Net
Change

$ (699)
(267)
(966)
(3,554)
(561)
(4,115)
27
(716)
(689)
109
61
170
(594)
66
(528)
(1,214)
(707)
(1,921)
(8,049)

(1,132)
(50)
(1,182)
(1,820)
(239)
(2,059)
11
14
25
(150)
24
(126)
(1,200)
(6)
(1,206)
(4,196)
306
(3,890)
(8,438)
$ 389

Deposits
The table below presents information about
bearing deposits.

interest-

$ in millions

Average balances
U.S.
Savings and demand
Time
Total U.S.
Non-U.S.
Demand
Time
Total non-U.S.
Total

Average interest rates
U.S.
Savings and demand
Time
Total U.S.
Non-U.S.
Demand
Time
Total non-U.S.
Total

Year Ended December

2021

2020

$174,745
57,222
231,967

43,709
29,190
72,899
$304,866

$125,264
63,503
188,767

34,838
17,159
51,997
$240,764

0.34%
0.89%
0.47%

0.33%
0.21%
0.28%
0.43%

0.72%
1.68%
1.04%

0.79%
0.84%
0.81%
0.99%

Goldman Sachs 2021 Form 10-K 225

T H E G O L D M A N S A C H S G R O U P ,
Supplemental Financial Information

I N C . A N D S U B S I D I A R I E S

In the table above, deposits are classified as U.S. and
non-U.S. based on the location of the entity in which such
deposits are held.

The amount of deposits in U.S. offices held by non-U.S.
depositors was $7.56 billion as of December 2021 and
$4.53 billion as of December 2020.

The amount of uninsured deposits in U.S. offices was
$127.05 billion as of December 2021 and $83.33 billion as
of December 2020. The amount of uninsured deposits in
non-U.S. offices was $49.08 billion as of December 2021
and $26.08 billion as of December 2020.

The table below presents uninsured time deposits by
maturity.

$ in millions

3 months or less
3 to 6 months
6 to 12 months
Greater than 12 months
Total

As of December 2021

U.S.

Non-U.S.

$ 7,651
8,961
3,711
1,542
$21,865

$12,240
8,683
9,974
1,710
$32,607

In the table above:
‰ All U.S. time deposits were in accounts eligible for FDIC
insurance and non-U.S. time deposits include deposits in
accounts eligible for insurance in their local jurisdictions,
as well as deposits in uninsured accounts.

‰ The insurance limit is allocated between time and other
deposits on a pro-rata basis for account holders who have
both time and other deposits that, in aggregate, exceed
the insurance limit.

Loan Portfolio
The table below presents information about loans.

As of December

$ in millions

2021

2020

Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

$ 55,927
43,998
25,883
15,913

3,672
8,212
8,530
$162,135

35%
27%
16%
10%

2%
5%
5%
100%

$ 48,659
33,023
20,290
5,750

3,823
4,270
4,174
$119,989

41%
27%
17%
5%

3%
4%
3%
100%

226 Goldman Sachs 2021 Form 10-K

Maturities and Interest Rates. The table below presents
gross loans by tenor.

As of December 2021

$ in millions
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

1 year or
less
$ 7,618
29,799
2,552
4,811

176
8,212
824
$53,992

More than
1 year to
5 years
$40,955
5,495
19,690
10,152

More than
5 years to
15 years
$ 7,200
70
3,555
60

More than
15 years
$

Total
154 $ 55,927
43,998
25,883
15,913

8,634
86
890

3,112
–
4,895
$84,299

384
–
2,287
$13,556

–
–
524

3,672
8,212
8,530
$10,288 $162,135

The table below presents the gross loans by tenor and for
loans with tenors greater than one year, the distributions of
such loans between fixed and floating interest rates.
As of December 2021

$ in millions
Corporate
Wealth management
Commercial real estate
Residential real estate
Consumer:

Installment
Credit cards

Other
Total

1 year
or less
$ 7,618
29,799
2,552
4,811

176
8,212
824
$53,992

More than one year

Fixed-rate Floating-rate

$ 301
–
611
4

3,496
–
10
$4,422

Total
$ 48,008 $ 55,927
43,998
25,883
15,913

14,199
22,720
11,098

–
–
7,696

3,672
8,212
8,530
$103,721 $162,135

Allowance for Loan Losses
The table below presents information about the allowance
for loan losses.

$ in millions
Corporate
Wealth management
Commercial real estate
Residential real estate
Other
Wholesale
Installment
Credit cards
Consumer
Total

As of December

2021
$1,395
51
473
105
111
2,135
490
948
1,438
$3,573

2020
$1,948
27
448
68
93
2,584
717
573
1,290
$3,874

The table below presents information about
charge-off ratio for loans accounted for at amortized cost.

the net

$ in millions
Year ended December 2021
Wholesale
Installment
Credit cards
Consumer
Total

Year ended December 2020
Wholesale
Installment
Credit cards
Consumer
Total

Net
charge-offs

Average
balance

Net charge-
off ratio

$130
68
135
203
$333

$615
220
72
292
$907

$111,088
3,497
5,495
8,992
$120,080

$ 95,256
4,419
2,572
6,991
$102,247

0.1%
1.9%
2.5%
2.3%
0.3%

0.6%
5.0%
2.8%
4.2%
0.9%

In the table above, the net charge-off ratio is calculated by
dividing the net charge-offs by average gross
loans
accounted for at amortized cost. Net charge-offs for
wholesale loans were primarily related to corporate loans
for both 2021 and 2020.

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Item 9. Changes in and Disagreements
with Accountants on Accounting and
Financial Disclosure

in or disagreements with
There were no changes
accountants on accounting and financial disclosure during
the last two years.

Item 9A. Controls and Procedures

controls and procedures

As of the end of the period covered by this report, an
evaluation was carried out by Goldman Sachs management,
with the participation of our Chief Executive Officer and
the effectiveness of our
Chief Financial Officer, of
disclosure
(as defined in
Rule 13a-15(e) under the Exchange Act). Based upon that
evaluation, our Chief Executive Officer and Chief Financial
Officer concluded that
these disclosure controls and
procedures were effective as of the end of the period
covered by this report. In addition, no change in our
internal control over financial reporting (as defined in
Rule 13a-15(f) under the Exchange Act) occurred during
the fourth quarter of our year ended December 31, 2021
that has materially affected, or is reasonably likely to
materially affect, our
financial
reporting.

internal control over

Management’s Report on Internal Control over Financial
Reporting and the Report of Independent Registered Public
Accounting Firm are set forth in Part II, Item 8 of this
Form 10-K.

Item 9B. Other Information

Not applicable.

Item 9C.
Foreign Jurisdictions
Inspections

Disclosure

Regarding
that Prevent

Not applicable.

PART III
Item 10. Directors, Executive Officers
and Corporate Governance

this Form 10-K.

Information about our executive officers is included on
page 25 of
Information about our
directors,
including our audit committee and audit
committee financial experts and the procedures by which
shareholders can recommend director nominees, and our
executive officers will be in our definitive Proxy Statement
for our 2022 Annual Meeting of Shareholders, which will
be filed within 120 days of the end of 2021 (2022 Proxy
Statement) and is incorporated in this Form 10-K by
reference. Information about our Code of Business Conduct
and Ethics, which applies to our senior financial officers, is
included in “Business — Available Information” in Part I,
Item 1 of this Form 10-K.

Item 11. Executive Compensation

Information relating to our executive officer and director
compensation and the compensation committee of the
Board will be in the 2022 Proxy Statement and is
incorporated in this Form 10-K by reference.

Goldman Sachs 2021 Form 10-K 227

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

Item 12. Security Ownership of Certain
Beneficial Owners and Management and
Related Stockholder Matters

Item 13. Certain Relationships and
Related Transactions, and Director
Independence

Information relating to security ownership of certain
beneficial owners of our common stock and information
relating to the security ownership of our management will
be in the 2022 Proxy Statement and is incorporated in this
Form 10-K by reference.

Information regarding certain relationships and related
transactions and director independence will be in the 2022
Proxy Statement and is incorporated in this Form 10-K by
reference.

table

below presents

The
of
December 31, 2021 regarding securities to be issued
pursuant to outstanding restricted stock units (RSUs) and
securities remaining available for issuance under our equity
compensation plans that were in effect during 2021.

information

as

Securities
to be Issued
Upon
Exercise of
Outstanding
Options and
Rights (a)

Weighted
Average
Exercise
Price of
Outstanding
Options (b)

Securities
Available
For Future
Issuance
Under Equity
Compensation
Plans (c)

Plan Category

Equity compensation plans:
Approved by security holders
Not approved by security holders
Total

20,288,851
–
20,288,851

N/A
–

69,806,823
–
69,806,823

In the table above:
‰ Securities to be Issued Upon Exercise of Outstanding
Options and Rights includes 20,288,851 shares that may
be issued pursuant to outstanding RSUs. These awards
are subject to vesting and other conditions to the extent
set forth in the respective award agreements, and the
underlying shares will be delivered net of any required tax
withholding. As of December 31, 2021, there were no
outstanding options.

‰ Shares underlying RSUs are deliverable without

the
payment of any consideration, and therefore these awards
have not been taken into account in calculating the
weighted average exercise price.

‰ Securities Available For Future Issuance Under Equity
Compensation Plans represents shares remaining to be
issued under our current stock incentive plan (SIP),
excluding shares reflected in column (a). If any shares of
common stock underlying awards granted under our
current SIP, our SIP adopted in 2018, our SIP adopted in
2015 or our SIP adopted in 2013 are not delivered due to
forfeiture, termination or cancellation or are surrendered
or withheld, those shares will again become available to
be delivered under our current SIP. Shares available for
grant are also subject to adjustment for certain changes in
corporate structure as permitted under our current SIP.

228 Goldman Sachs 2021 Form 10-K

Item 14. Principal Accountant Fees
and Services

Information regarding principal accountant
fees and
services will be in the 2022 Proxy Statement and is
incorporated in this Form 10-K by reference.

PART IV
Item 15. Exhibit and Financial Statement
Schedules

(a) Documents filed as part of this Report:

1. Consolidated Financial Statements

The consolidated financial statements required to be filed in
this Form 10-K are included in Part II, Item 8 hereof.

2. Exhibits

2.1

3.1

3.2

4.1

Plan of
Incorporation (incorporated by
reference to Exhibit 2.1 to the Registrant’s
Registration
Form S-1
(No. 333-74449)).

Statement

on

Restated Certificate of Incorporation of The
Goldman Sachs Group, Inc., amended as of
November 10, 2021 (incorporated by reference
to Exhibit 3.1 to the Registrant’s Current
Report
on
November 10, 2021).

Form

8-K,

filed

on

Amended and Restated By-Laws of The
Goldman Sachs Group, Inc., amended as of
October 28, 2021 (incorporated by reference to
Exhibit 3.1 to the Registrant’s Quarterly
Report on Form 10-Q for the quarter ended
September 30, 2021).

Securities

Description of The Goldman Sachs Group,
Inc.’s
to
Section 12 of the Securities Exchange Act of
1934.

registered

pursuant

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

4.2 Indenture, dated as of May 19, 1999, between The
Goldman Sachs Group, Inc. and The Bank of New
York, as trustee (incorporated by reference to
Exhibit 6 to the Registrant’s Registration
Statement on Form 8-A, filed on June 29, 1999).

4.3 Subordinated Debt

Indenture, dated as of
February 20, 2004, between The Goldman Sachs
Group, Inc. and The Bank of New York, as trustee
(incorporated by reference to Exhibit 4.2 to the
Registrant’s Annual Report on Form 10-K for the
fiscal year ended November 28, 2003).

4.4 Warrant Indenture, dated as of February 14, 2006,
between The Goldman Sachs Group, Inc. and The
Bank of New York, as trustee (incorporated by
reference to Exhibit 4.34 to the Registrant’s Post-
Effective Amendment No. 3 to Form S-3, filed on
March 1, 2006).

4.5 Senior

as

Debt

dated

of
Indenture,
December 4, 2007, among GS Finance Corp., as
Inc., as
issuer, The Goldman Sachs Group,
guarantor, and The Bank of New York, as trustee
(incorporated by reference to Exhibit 4.69 to the
Registrant’s Post-Effective Amendment No. 10 to
Form S-3, filed on December 4, 2007).

of New York Mellon,

4.6 Senior Debt Indenture, dated as of July 16, 2008,
between The Goldman Sachs Group, Inc. and The
trustee
Bank
(incorporated by reference to Exhibit 4.82 to the
Registrant’s Post-Effective Amendment No. 11 to
Form S-3
on
July 17, 2008).

333-130074),

(No.

filed

as

4.7 Fourth Supplemental

Indenture, dated as of
December 31, 2016, between The Goldman Sachs
Group, Inc. and The Bank of New York Mellon, as
trustee, with respect to the Senior Debt Indenture,
dated as of July 16, 2008 (incorporated by
reference to Exhibit 4.1 to the Registrant’s Current
Report on Form 8-K, filed on January 6, 2017).

4.8 Senior

as

Debt

dated

of
Indenture,
October 10, 2008, among GS Finance Corp., as
issuer, The Goldman Sachs Group,
Inc., as
guarantor, and The Bank of New York Mellon, as
trustee (incorporated by reference to Exhibit 4.70
to the Registrant’s Registration Statement on
Form S-3
on
(No.
October 10, 2008).

333-154173),

filed

4.9

as

dated

Indenture,

Supplemental

of
First
February 20, 2015, among GS Finance Corp., as issuer,
The Goldman Sachs Group, Inc., as guarantor, and The
Bank of New York Mellon, as trustee, with respect to
the Senior Debt Indenture, dated as of October 10, 2008
(incorporated by reference to Exhibit 4.7 to the
Registrant’s Annual Report on Form 10-K for the fiscal
year endedDecember 31, 2014).

4.10 Fourth Supplemental

Indenture, dated as of
August 21, 2018, among GS Finance Corp., as issuer,
The Goldman Sachs Group, Inc., as guarantor, and
The Bank of New York Mellon, as trustee, with
respect to the Senior Debt Indenture, dated as of
October 10, 2008 (incorporated by reference to
Exhibit 4.1 to the Registrant’s Quarterly Report on
Form 10-Q for the period ended September 30, 2018).
Debt
Indenture, dated as of May 20, 2015, between
The Goldman Sachs Group, Inc. and The Bank of
New York Mellon, as trustee, with respect to the
Indenture, dated as of
Subordinated Debt
February 20, 2004 (incorporated by reference to
Exhibit 4.1 to the Registrant’s Current Report on
Form 8-K, filed on May 22, 2015).

Supplemental

Subordinated

4.11 Ninth

4.12 Tenth Supplemental Subordinated Debt Indenture,
dated as of July 7, 2017, between The Goldman
Sachs Group, Inc. and The Bank of New York
Mellon, as trustee, with respect to the Subordinated
Debt Indenture, dated as of February 20, 2004
(incorporated by reference to Exhibit 4.89 to the
Registrant’s Registration Statement on Form S-3
(No. 333-219206), filed on July 10, 2017).

4.13 Seventh Supplemental

as

dated

Indenture,

Senior Debt

Indenture, dated as of
July 1, 2020, among GS Finance Corp., as issuer, The
Goldman Sachs Group, Inc., as guarantor, and The
Bank of New York Mellon, as trustee, with respect to
of
the
October 10, 2008 (incorporated by reference to
Exhibit 4.69 to the Registrant’s Registration Statement
on Form S-3 (No. 333-239610), filed on July 1, 2020).
Indenture, dated as of
October 14, 2020, among GS Finance Corp., as
issuer, The Goldman Sachs Group,
Inc., as
guarantor, and The Bank of New York Mellon, as
trustee, with respect to the Senior Debt Indenture,
dated as of October 10, 2008 (incorporated by
reference to Exhibit 4.1 to the Registrant’s Current
Report on Form 8-K, filed on October 14, 2020).
Certain instruments defining the rights of holders
of long-term debt securities of the Registrant and
its
to
Item 601(b)(4)(iii) of Regulation S-K. The
Registrant hereby undertakes to furnish to the
SEC, upon request, copies of any such instruments.

subsidiaries

pursuant

omitted

are

Goldman Sachs 2021 Form 10-K 229

4.14 Eighth Supplemental

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

10.1

10.2

10.3

10.4

10.5

10.6

10.7

10.8

10.9

The Goldman Sachs Amended and Restated
Stock Incentive Plan (2021) (incorporated by
reference to Annex C to the Registrant’s
Definitive Proxy Statement on Schedule 14A,
filed on March 19, 2021). †

(incorporated

The Goldman Sachs Partner Compensation
Plan
to
Exhibit 10.18 to the Registrant’s Registration
Statement on Form S-1 (No. 333-74449)). †

reference

by

Partner

Compensation

The Goldman Sachs Amended and Restated
Restricted
Plan
(incorporated by reference to Exhibit 10.1 to
on
the Registrant’s Quarterly Report
Form 10-Q for
ended
February 24, 2006). †

period

the

Employment Agreement

for
Form of
Participating
Directors
(incorporated by reference to Exhibit 10.19 to
the Registrant’s Registration Statement on
Form S-1 (No. 333-75213)). †

Managing

of

Relating

Agreement

to
Form
Noncompetition
and Other Covenants
(incorporated by reference to Exhibit 10.20 to
the Registrant’s Registration Statement on
Form S-1 (No. 333-75213)). †

and

Restated

Amended
Shareholders’
Agreement, effective as of December 31, 2019,
among The Goldman Sachs Group, Inc. and
various parties (incorporated by reference to
Exhibit 10.6 to the Registrant’s Annual Report
on Form 10-K for the fiscal year ended
December 31, 2019).

Instrument of Indemnification (incorporated by
reference to Exhibit 10.27 to the Registrant’s
Form S-1
Registration
(No. 333-75213)).

Statement

on

of

Form
Agreement
Indemnification
(incorporated by reference to Exhibit 10.28
to the Registrant’s Annual Report on
Form 10-K for
ended
the
November 26, 1999).

fiscal

year

of

Agreement
Indemnification
Form
(incorporated by reference to Exhibit 10.44
to the Registrant’s Annual Report on
Form 10-K for
ended
the
November 26, 1999).

fiscal

year

10.10

10.11

10.12

10.13

10.14

10.15

10.16

10.17

230 Goldman Sachs 2021 Form 10-K

Form of Indemnification Agreement, dated as
of July 5, 2000 (incorporated by reference to
Exhibit 10.1 to the Registrant’s Quarterly
Report on Form 10-Q for the period ended
August 25, 2000).

of

Amendment,

Form
dated
November 27, 2004, to Agreement Relating to
Noncompetition and Other Covenants, dated
May 7, 1999 (incorporated by reference to
Exhibit 10.32 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
November 26, 2004). †

Form of Year-End Option Award Agreement
(incorporated by reference to Exhibit 10.36 to
the Registrant’s Annual Report on Form 10-K
ended
fiscal
the
for
November 28, 2008). †

year

Form of Non-Employee Director Option
Award Agreement (incorporated by reference
to Exhibit 10.34 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2009). †

(pre-2015)

Form of Non-Employee Director RSU Award
Agreement
by
reference to Exhibit 10.21 to the Registrant’s
Annual Report on Form 10-K for the fiscal year
ended December 31, 2014). †

(incorporated

Ground Lease, dated August 23, 2005, between
Battery Park City Authority d/b/a/ Hugh L.
Carey Battery Park City Authority,
as
Landlord, and Goldman Sachs Headquarters
LLC, as Tenant (incorporated by reference to
Exhibit 10.1 to the Registrant’s Current Report
on Form 8-K, filed on August 26, 2005).

Guarantee

Agreement,

dated
General
January 30, 2006, made by The Goldman
Sachs Group,
certain
obligations of Goldman Sachs & Co. LLC
(incorporated by reference to Exhibit 10.45 to
the Registrant’s Annual Report on Form 10-K
for the fiscal year ended November 25, 2005).

relating

Inc.

to

Policy

Goldman Sachs & Co. LLC Executive Life
Insurance
and Certificate with
Metropolitan Life Insurance Company for
Participating
Directors
(incorporated by reference to Exhibit 10.1 to
on
the Registrant’s Quarterly Report
Form 10-Q for
ended
August 25, 2006). †

Managing

period

the

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

10.18

10.19

10.20

10.21

10.22

10.23

10.24

10.25

Form of Goldman Sachs & Co. LLC Executive
Life Insurance Policy with Pacific Life &
Annuity Company for Participating Managing
Directors, including policy specifications and
form of restriction on Policy Owner’s Rights
(incorporated by reference to Exhibit 10.2 to
on
the Registrant’s Quarterly Report
Form 10-Q for
ended
August 25, 2006). †

period

the

7,

Second

Amendment,

Form of
dated
November 25, 2006, to Agreement Relating to
Noncompetition and Other Covenants, dated
effective
as
May
November 27, 2004 (incorporated by reference
to Exhibit 10.51 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
November 24, 2006). †

amended

1999,

Description
Program. †

of

PMD Retiree Medical

from The
Letter, dated June 28, 2008,
Goldman Sachs Group, Inc. to Mr. Lakshmi N.
Mittal
to
Exhibit 99.1 to the Registrant’s Current Report
on Form 8-K, filed on June 30, 2008). †

(incorporated

reference

by

Guarantee

Agreement,

General
dated
December 1, 2008, made by The Goldman
certain
Sachs Group,
obligations of Goldman Sachs Bank USA
(incorporated by reference to Exhibit 4.80 to
the Registrant’s Post-Effective Amendment
No. 2 to Form S-3, filed on March 19, 2009).

relating

Inc.

to

(incorporated by reference

Form of One-Time RSU Award Agreement
(pre-2015)
to
Exhibit 10.32 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2014). †

Equity

Award

to Certain Non-Employee
Amendments
Director
Agreements
(incorporated by reference to Exhibit 10.69 to
the Registrant’s Annual Report on Form 10-K
for
ended
fiscal
the
November 28, 2008). †

year

(pre-2015)

Form of Year-End RSU Award Agreement (not
fully vested)
(incorporated by
reference to Exhibit 10.36 to the Registrant’s
Annual Report on Form 10-K for the fiscal year
ended December 31, 2014). †

10.26

10.27

10.28

10.29

10.30

10.31

10.32

10.33

10.34

(pre-2015)

Form of Year-End RSU Award Agreement
(fully vested)
(incorporated by
reference to Exhibit 10.37 to the Registrant’s
Annual Report on Form 10-K for the fiscal year
ended December 31, 2014). †

and/or

Form of Year-End RSU Award Agreement
(Base
(pre-2015)
(incorporated by reference to Exhibit 10.38 to
the Registrant’s Annual Report on Form 10-K
for the fiscal year ended December 31, 2014). †

Supplemental)

(fully

Form of Year-End Restricted Stock Award
(pre-2015)
Agreement
(incorporated by reference to Exhibit 10.41 to
the Registrant’s Annual Report on Form 10-K
for the fiscal year ended December 31, 2013). †

vested)

and/or

(Base
(incorporated by reference

Form of Year-End Restricted Stock Award
Supplemental)
Agreement
(pre-2015)
to
Exhibit 10.41 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2014). †

(pre-2015)

Form of Fixed Allowance RSU Award
by
Agreement
reference to Exhibit 10.43 to the Registrant’s
Annual Report on Form 10-K for the fiscal year
ended December 31, 2014). †

(incorporated

(incorporated by
Form of Deed of Gift
reference to Exhibit 10.1 to the Registrant’s
Quarterly Report on Form 10-Q for the period
ended June 30, 2010). †

The Goldman Sachs Long-Term Performance
Incentive Plan, dated December 17, 2010
(incorporated by reference to Exhibit 10.1 to
the Registrant’s Current Report on Form 8-K,
filed on December 23, 2010). †

Award

Form of Performance-Based Restricted Stock
Unit
(pre-2015)
(incorporated by reference to Exhibit 10.2 to
the Registrant’s Current Report on Form 8-K,
filed on December 23, 2010). †

Agreement

Form of Performance-Based Option Award
to
Agreement
Exhibit 10.3 to the Registrant’s Current Report
on Form 8-K, filed on December 23, 2010). †

(incorporated by reference

Goldman Sachs 2021 Form 10-K 231

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

10.35

10.36

10.37

10.38

10.39

10.40

10.41

10.42

10.43

10.44

10.45

10.46

of

Performance-Based

Cash
Form
Compensation Award Agreement (pre-2015)
(incorporated by reference to Exhibit 10.4 to
the Registrant’s Current Report on Form 8-K,
filed on December 23, 2010). †

Amended and Restated General Guarantee
Agreement, dated November 21, 2011, made
by The Goldman Sachs Group, Inc. relating to
certain obligations of Goldman Sachs Bank
USA (incorporated by reference to Exhibit 4.1
to the Registrant’s Current Report on
Form 8-K, filed on November 21, 2011).

Form of Aircraft Time Sharing Agreement
(incorporated by reference to Exhibit 10.61 to
the Registrant’s Annual Report on Form 10-K
for the fiscal year ended December 31, 2011). †

effective as of

The Goldman Sachs Group, Inc. Clawback
Policy,
January 1, 2015
(incorporated by reference to Exhibit 10.53 to
the Registrant’s Annual Report on Form 10-K
for the fiscal year ended December 31, 2014).

Form of Non-Employee Director RSU Award
Agreement. †

Form of One-Time/Year-End RSU Award
Agreement. †

Form of Year-End RSU Award Agreement (not
fully vested). †

Form of Year-End RSU Award Agreement
(fully vested). †

Form of Year-End RSU Award Agreement
(Base (not fully vested) and/or Supplemental). †

Form of Year-End Short-Term RSU Award
Agreement. †

(incorporated by reference

Form of Year-End Restricted Stock Award
Agreement
to
Exhibit 10.46 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2020). †

(fully vested)

Form of Year-End Restricted Stock Award
(incorporated by
Agreement
reference to Exhibit 10.53 to the Registrant’s
Annual Report on Form 10-K for the fiscal year
ended December 31, 2017). †

232 Goldman Sachs 2021 Form 10-K

10.47

10.48

10.49

10.50

10.51

10.52

10.53

10.54

10.55

10.56

Form of Year-End Short-Term Restricted Stock
Award Agreement (incorporated by reference
to Exhibit 10.57 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2015). †

(incorporated by reference

Form of Fixed Allowance RSU Award
Agreement
to
Exhibit 10.49 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2020). †

Form of Fixed Allowance Restricted Stock
Award Agreement (incorporated by reference
to Exhibit 10.50 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2020). †

Form of Fixed Allowance Deferred Cash
Award Agreement (incorporated by reference
to Exhibit 10.59 to the Registrant’s Annual
Report on Form 10-K for the fiscal year ended
December 31, 2015). †

Form of Performance-Based Restricted Stock
Unit Award Agreement (fully vested). †

Form of Performance-Based Restricted Stock
Unit Award Agreement (not fully vested). †

Form of Performance-Based Cash Compensation
Award Agreement (incorporated by reference to
Exhibit 10.61 to the Registrant’s Annual Report
on Form 10-K for
the fiscal year ended
December 31, 2015). †

Form of Signature Card for Equity Awards. †

Amended and Restated General Guarantee
Agreement, dated September 28, 2018, made
by The Goldman Sachs Group, Inc. relating to
certain obligations of Goldman Sachs Bank
USA (incorporated by reference to Exhibit 4.1
to the Registrant’s Current Report on
Form 8-K, filed on September 28, 2018).

Amended and Restated General Guarantee
Agreement, dated September 28, 2018, made
by The Goldman Sachs Group, Inc. relating to
certain obligations of Goldman Sachs & Co.
LLC (incorporated by reference to Exhibit 99.1
to the Registrant’s Current Report on
Form 8-K, filed on September 28, 2018).

T H E G O L D M A N S A C H S G R O U P ,

I N C . A N D S U B S I D I A R I E S

10.57

21.1

22.1

23.1

31.1

32.1

Lease, dated August 17, 2018, between
Farringdon Street Partners Limited and
Farringdon Street
(Nominee) Limited, as
Landlord, and Goldman Sachs International, as
to
Tenant
Exhibit 10.3 to the Registrant’s Quarterly
Report on Form 10-Q for the period ended
September 30, 2018).

(incorporated

reference

by

List of significant subsidiaries of The Goldman
Sachs Group, Inc.

Issuers of guaranteed securities (incorporated
by reference to Exhibit 22.1 to the Registrant’s
Post-Effective Amendment No. 1 to Form S-3,
filed on February 18, 2021).

Consent of
Accounting Firm.

Independent Registered Public

Rule 13a-14(a) Certifications.

Section 1350 Certifications (This information
is furnished and not filed for purposes of
Sections 11 and 12 of the Securities Act of 1933
and Section 18 of the Securities Exchange Act
of 1934).

101

(ii)

for

31,

years

ended

Pursuant to Rules 405 and 406 of Regulation
S-T, the following information is formatted in
iXBRL (Inline eXtensible Business Reporting
Language): (i) the Consolidated Statements of
ended
the
Earnings
December 31, 2021, December 31, 2020 and
December 31, 2019,
the Consolidated
Statements of Comprehensive Income for the
2021,
December
years
December 31, 2020 and December 31, 2019,
(iii) the Consolidated Balance Sheets as of
December 31, 2021 and December 31, 2020,
(iv) the Consolidated Statements of Changes in
Shareholders’ Equity for
the years ended
December 31, 2021, December 31, 2020 and
December 31, 2019,
the Consolidated
Statements of Cash Flows for the years ended
December 31, 2021, December 31, 2020 and
December 31, 2019, (vi) the notes to the
Consolidated Financial Statements and (vii) the
cover page.

(v)

104

Cover Page Interactive Data File (formatted in
iXBRL in Exhibit 101).

† This exhibit is a management contract or a compensatory plan

or arrangement.

Goldman Sachs 2021 Form 10-K 233

SIGNATURES

Pursuant to the requirements of Section 13 or 15(d) of the
Securities Exchange Act of 1934, the Registrant has duly
caused this report to be signed on its behalf by the
undersigned, thereunto duly authorized.

THE GOLDMAN SACHS GROUP, INC.

By:
Name:
Title:
Date:

/s/ Denis P. Coleman III
Denis P. Coleman III
Chief Financial Officer
February 24, 2022

Pursuant to the requirements of the Securities Exchange Act
of 1934, this report has been signed below by the following
persons on behalf of the Registrant and in the capacities and
on the dates indicated.

By:
Name:
Capacity:

Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

/s/ David Solomon
David Solomon
Director, Chairman and Chief Executive
Officer (Principal Executive Officer)
February 24, 2022

/s/ M. Michele Burns
M. Michele Burns
Director
February 24, 2022

/s/ Drew G. Faust
Drew G. Faust
Director
February 24, 2022

/s/ Mark A. Flaherty
Mark A. Flaherty
Director
February 24, 2022

/s/ Kimberley D. Harris
Kimberley D. Harris
Director
February 24, 2022

/s/ Ellen J. Kullman
Ellen J. Kullman
Director
February 24, 2022

234 Goldman Sachs 2021 Form 10-K

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:
Date:

By:
Name:
Capacity:

Date:

By:
Name:
Capacity:

Date:

/s/ Lakshmi N. Mittal
Lakshmi N. Mittal
Director
February 24, 2022

/s/ Adebayo O. Ogunlesi
Adebayo O. Ogunlesi
Director
February 24, 2022

/s/ Peter Oppenheimer
Peter Oppenheimer
Director
February 24, 2022

/s/

/s/

Jan E. Tighe
Jan E. Tighe
Director
February 24, 2022

Jessica R. Uhl
Jessica R. Uhl
Director
February 24, 2022

/s/ David A. Viniar
David A. Viniar
Director
February 24, 2022

/s/ Mark O. Winkelman
Mark O. Winkelman
Director
February 24, 2022

/s/ Denis P. Coleman III
Denis P. Coleman III
Chief Financial Officer
(Principal Financial Officer)
February 24, 2022

/s/

Sheara J. Fredman
Sheara J. Fredman
Chief Accounting Officer
(Principal Accounting Officer)
February 24, 2022

Shareholder Information

Executive Offices

The Goldman Sachs Group, Inc.  
200 West Street  
New York, New York 10282  
1-212-902-1000  
www.goldmansachs.com

Common Stock

The common stock of The Goldman Sachs Group, Inc. is  
listed on the New York Stock Exchange and trades under  
the ticker symbol “GS.”

Shareholder Inquiries

Information about the firm, including all quarterly earnings 
releases and financial filings with the U.S. Securities and 
Exchange Commission, can be accessed via our Web site  
at www.goldmansachs.com.

Shareholder inquiries can also be directed to Investor  
Relations via email at gs-investor-relations@gs.com  
or by calling 1-212-902-0300.

2021 Annual Report on Form 10-K

Copies of the firm’s 2021 Annual Report on  
Form 10-K as filed with the U.S. Securities and Exchange 
Commission can be accessed via our Web site at  
www.goldmansachs.com/investor-relations.

Copies can also be obtained by  
contacting Investor Relations via email at  
gs-investor-relations@gs.com  
or by calling 1-212-902-0300.

Transfer Agent and Registrar for Common Stock

Questions from registered shareholders of The Goldman 
Sachs Group, Inc. regarding lost or stolen stock certificates, 
dividends, changes of address, and other issues related  
to registered share ownership should be addressed  
(by regular mail or phone) to:

Computershare  
P.O. Box 505000 
Louisville, KY 40233-5000 
U.S. and Canada: 1-800-419-2595  
International: 1-201-680-6541  
www.computershare.com

Independent Registered Public Accounting Firm

PricewaterhouseCoopers LLP  
300 Madison Avenue  
New York, New York 10017

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©© 2022 Goldman Sachs 

4350-21-102

goldmansachs.com