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Fair Value Measurements
9 Months Ended
Sep. 30, 2023
Fair Value Disclosures [Abstract]  
Fair Value Measurements
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).
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 active markets, or internally developed models that primarily use market-based or independently sourced inputs, including, but not limited to, interest 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).
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 level 3 inputs. A financial instrument’s level in this 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:
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 table below presents financial assets and liabilities carried at fair value.
As of
SeptemberJuneDecember
$ in millions202320232022
Total level 1 financial assets$318,535 $270,334 $194,698 
Total level 2 financial assets471,365 478,619 485,134 
Total level 3 financial assets24,862 25,945 26,048 
Investments in funds at NAV3,037 3,063 2,941 
Counterparty and cash collateral netting(59,399)(55,685)(57,855)
Total financial assets at fair value$758,400 $722,276 $650,966 
Total assets
$1,577,153 $1,571,386 $1,441,799 
Total level 3 financial assets divided by:
Total assets1.6 %1.7 %1.8 %
Total financial assets at fair value3.3 %3.6 %4.0 %
Total level 1 financial liabilities$123,428 $125,540 $119,578 
Total level 2 financial liabilities481,831 469,090 353,060 
Total level 3 financial liabilities27,659 26,159 22,830 
Counterparty and cash collateral netting(44,386)(43,276)(47,884)
Total financial liabilities at fair value$588,532 $577,513 $447,584 
Total liabilities$1,459,876 $1,454,893 $1,324,610 
Total level 3 financial liabilities divided by:
Total liabilities1.9 %1.8 %1.7%
Total financial liabilities at fair value4.7 %4.5 %5.1%
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.
The table below presents a summary of level 3 financial assets.
As of
SeptemberJuneDecember
$ in millions202320232022
Trading assets:
Trading cash instruments$1,753 $1,664 $1,734 
Derivatives4,657 4,776 5,461 
Investments17,329 18,128 16,942 
Loans972 1,251 1,837 
Other assets
151 126 74 
Total$24,862 $25,945 $26,048 
Level 3 financial assets as of September 2023 decreased compared with June 2023, primarily reflecting a decrease in level 3 investments. Level 3 financial assets as of September 2023 decreased compared with December 2022, primarily reflecting a decrease in level 3 loans and derivatives, partially offset by an increase in level 3 investments. See Note 5 for further information about level 3 financial assets (including information about unrealized gains and losses related to level 3 financial assets and transfers into and out of level 3).
The valuation techniques and nature of significant inputs used to determine the fair value of the firm’s financial instruments are described below. See Note 5 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.
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.
Valuation techniques of level 3 instruments vary by 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 instruments with the same or similar underlying 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 of the underlying collateral 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
Timing of expected future cash flows (duration) which, in certain cases, may incorporate the impact of any loan forbearances and other unobservable inputs (e.g., prepayment speeds).
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;
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.
Other Trading Cash Instruments, Investments and Loans
The significant inputs to the valuation of other instruments, such as non-U.S. government and agency obligations, state 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 option pricing methodologies, such as Monte Carlo 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.
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 swaps that reference indices, large 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 obligations, and the availability of the underlying 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, such as those sensitive to the correlation between two or more underlying reference obligations, generally have less price transparency.
Currency. Prices for currency derivatives based on the exchange rates of leading industrialized nations, 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 the 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.
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 significant management judgment because outputs of 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 (e.g., indicative or executable) and the relationship of recent market activity to the prices provided from alternative pricing sources.
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.
For level 3 commodity derivatives, 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.
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 significantly from current market prices. 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 stocks or the correlation of the price performance for a basket of stocks to another asset class, such as commodities.

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 5 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 inherent in the uncollateralized portion of derivative portfolios. The firm also makes 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.
In addition, for derivatives that include significant unobservable inputs, the firm makes model or exit price adjustments to account for the valuation uncertainty present in the transaction.
Valuation Techniques and Significant Inputs for Other Financial Assets and Liabilities 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 repurchase agreements and substantially all resale 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 financings; certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments; and certain other assets and 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 assets and liabilities are described below.
Resale and Repurchase Agreements and Securities Borrowed and Loaned. The significant inputs to the valuation of resale and repurchase agreements and 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 Assets and Liabilities. The significant inputs to the valuation of other assets and liabilities are the amount and timing of expected future cash flows, interest rates, market yields, 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.


Fair Value Hierarchy
Financial assets and liabilities at fair value includes trading cash instruments, derivatives, and certain investments, loans and other financial assets and liabilities at fair value.
Trading Cash Instruments
Fair Value by Level. The table below presents trading cash instruments by level within the fair value hierarchy.
$ in millionsLevel 1 Level 2 Level 3 Total
As of September 2023    
Assets    
Government and agency obligations:    
U.S.$96,526 $53,900 $ $150,426 
Non-U.S.53,688 20,741 71 74,500 
Loans and securities backed by:   
Commercial real estate 1,012 108 1,120 
Residential real estate 7,929 63 7,992 
Corporate debt instruments125 35,751 1,316 37,192 
State and municipal obligations 660  660 
Other debt obligations226 3,058 105 3,389 
Equity securities117,588 1,781 87 119,456 
Commodities 4,260 3 4,263 
Total$268,153 $129,092 $1,753 $398,998 
Liabilities
    
Government and agency obligations:    
U.S.$(20,133)$(74)$ $(20,207)
Non-U.S.(45,748)(2,539) (48,287)
Loans and securities backed by:   
Commercial real estate (27) (27)
Residential real estate (12) (12)
Corporate debt instruments(77)(14,191)(40)(14,308)
Other debt obligations (2) (2)
Equity securities(57,335)(11)(11)(57,357)
Commodities (106) (106)
Total$(123,293)$(16,962)$(51)$(140,306)
As of December 2022    
Assets    
Government and agency obligations:    
U.S.$75,598 $31,783 $– $107,381 
Non-U.S.22,794 15,238 67 38,099 
Loans and securities backed by:   
Commercial real estate– 1,135 66 1,201 
Residential real estate– 9,706 88 9,794 
Corporate debt instruments249 27,555 1,238 29,042 
State and municipal obligations– 707 20 727 
Other debt obligations27 2,349 153 2,529 
Equity securities44,909 2,141 100 47,150 
Commodities– 5,907 5,909 
Total$143,577 $96,521 $1,734 $241,832 
Liabilities
    
Government and agency obligations:    
U.S.$(23,339)$(36)$– $(23,375)
Non-U.S.(28,537)(2,172)– (30,709)
Loans and securities backed by:   
Commercial real estate– (30)– (30)
Residential real estate– (16)– (16)
Corporate debt instruments(64)(14,217)(61)(14,342)
Other debt obligations– (35)(2)(37)
Equity securities(67,591)(488)(1)(68,080)
Total$(119,531)$(16,994)$(64)$(136,589)
Trading cash instruments consists of instruments held in connection with the firm’s market-making or risk 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.
In the table above:
Assets are shown as positive amounts and liabilities are shown as negative amounts.
Corporate debt instruments includes corporate loans, debt securities, convertible debentures, prepaid commodity transactions and transfers of assets accounted for as secured loans rather than purchases.
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, valuation techniques and significant inputs used to determine the fair value of trading cash instruments.
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 instrument assets.
 As of September 2023As of December 2022
$ in millions
Amount or
Range
Weighted
Average
Amount or
Range
Weighted Average
Loans and securities backed by real estate
Level 3 assets$171 $154 
Yield
4.2% to 26.3%
16.0 %
3.0% to 36.0%
14.2 %
Recovery rate
42.7% to 76.0%
48.8 %
35.8% to 76.1%
54.7 %
Cumulative loss rate
N/AN/A
3.7% to 29.9%
10.4 %
Duration (years)
0.5 to 12.0
3.0
0.9 to 12.3
4.6
Corporate debt instruments   
Level 3 assets$1,316  $1,238  
Yield
3.7% to 40.4%
10.2 %
1.1% to 34.3%
6.9 %
Recovery rate
7.0% to 70.0%
45.7 %
11.5% to 77.0%
48.0 %
Duration (years)
1.2 to 11.6
3.2
0.3 to 20.3
4.5
Other
Level 3 assets$266 $342 
Yield
6.2% to 37.5%
16.6 %
2.8% to 47.8%
10.0 %
Multiples
0.7x to 5.1x
4.5x
 3.3x to 4.5x
4.3x
Duration (years)
1.5 to 9.6
4.0
1.2 to 14.4
6.1
In the table above:
Other includes government and agency obligations, state and municipal obligations, other debt obligations, equity securities and commodities.
Ranges represent the significant unobservable inputs that were used in the valuation of each type of trading cash instrument.
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 or multiples would have resulted in a higher fair value measurement as of both September 2023 and December 2022. 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.
Cumulative loss rate was not significant to the valuation of level 3 loans and securities backed by real estate as of September 2023.

Level 3 Rollforward. The table below presents a summary of the changes in fair value for level 3 trading cash instruments.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Assets
Beginning balance$1,664 $2,080 $1,734 $1,889 
Net realized gains/(losses)22 40 129 85 
Net unrealized gains/(losses)(41)(124)(22)(1,496)
Purchases295 359 597 1,294 
Sales(167)(248)(499)(635)
Settlements(91)(78)(311)(206)
Transfers into level 3309 326 323 1,277 
Transfers out of level 3(238)(527)(198)(380)
Ending balance$1,753 $1,828 $1,753 $1,828 
Liabilities
Beginning balance$(95)$(182)$(64)$(104)
Net realized gains/(losses)(1)(4)6 (42)
Net unrealized gains/(losses) 53 (15)47 
Purchases46 100 52 198 
Sales(29)(40)(48)(121)
Settlements5 13 (2)
Transfers into level 3(15)(86)(3)(103)
Transfers out of level 338 43 8 16 
Ending balance$(51)$(111)$(51)$(111)
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.

The table below presents information, by product type, for assets included in the summary table above.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Loans and securities backed by real estate
Beginning balance$221 $184 $154 $289 
Net realized gains/(losses)3 9 17 
Net unrealized gains/(losses)(11)(15)(11)(22)
Purchases13 67 44 
Sales(43)(8)(53)(111)
Settlements(15)(12)(26)(29)
Transfers into level 359 39 63 26 
Transfers out of level 3(56)(39)(32)(49)
Ending balance$171 $165 $171 $165 
Corporate debt instruments
Beginning balance$1,145 $1,440 $1,238 $1,318 
Net realized gains/(losses)14 13 31 44 
Net unrealized gains/(losses)(18)(43)(6)(115)
Purchases216 313 424 558 
Sales(71)(126)(263)(363)
Settlements(46)(51)(214)(131)
Transfers into level 3217 201 212 339 
Transfers out of level 3(141)(395)(106)(298)
Ending balance$1,316 $1,352 $1,316 $1,352 
Other
  
Beginning balance$298 $456 $342 $282 
Net realized gains/(losses)5 18 89 24 
Net unrealized gains/(losses)(12)(66)(5)(1,359)
Purchases66 39 106 692 
Sales(53)(114)(183)(161)
Settlements(30)(15)(71)(46)
Transfers into level 333 86 48 912 
Transfers out of level 3(41)(93)(60)(33)
Ending balance$266 $311 $266 $311 
In the table above, other includes government and agency obligations, state and municipal obligations, other debt obligations, equity securities and commodities.
Level 3 Rollforward Commentary for the Three Months Ended September 2023. The net realized and unrealized losses on level 3 trading cash instrument assets of $19 million (reflecting $22 million of net realized gains and $41 million of net unrealized losses) for the three months ended September 2023 included gains/(losses) of $(36) million reported in market making and $17 million reported in interest income.
The drivers of net unrealized losses on level 3 trading cash instrument assets for the three months ended September 2023 were not material.
Transfers into level 3 trading cash instrument assets during the three months ended September 2023 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 the three months ended September 2023 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2023. The net realized and unrealized gains on level 3 trading cash instrument assets of $107 million (reflecting $129 million of net realized gains and $22 million of net unrealized losses) for the nine months ended September 2023 included gains of $61 million reported in market making and $46 million reported in interest income.
The drivers of net unrealized losses on level 3 trading cash instrument assets for the nine months ended September 2023 were not material.
Transfers into level 3 trading cash instrument assets during the nine months ended September 2023 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 the nine months ended September 2023 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Level 3 Rollforward Commentary for the Three Months Ended September 2022. The net realized and unrealized losses on level 3 trading cash instrument assets of $84 million (reflecting $40 million of net realized gains and $124 million of net unrealized losses) for the three months ended September 2022 included gains/(losses) of $(106) million reported in market making and $22 million reported in interest income.
The drivers of net unrealized losses on level 3 trading cash instrument assets for the three months ended September 2022 were not material.
Transfers into level 3 trading cash instrument assets during the three months ended September 2022 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 the three months ended September 2022 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2022. The net realized and unrealized losses on level 3 trading cash instrument assets of $1.41 billion (reflecting $85 million of net realized gains and $1.50 billion of net unrealized losses) for the nine months ended September 2022 included gains/(losses) of $(1.46) billion reported in market making and $53 million reported in interest income.
The net unrealized losses on level 3 trading cash instrument assets for the nine months ended September 2022 primarily reflected losses on certain equity securities (included in other cash instruments), principally driven by broad macroeconomic and geopolitical concerns.
Transfers into level 3 trading cash instrument assets during the nine months ended September 2022 primarily reflected transfers of certain equity securities (included in other cash instruments) and corporate debt instruments from both level 1 and 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 trading cash instrument assets during the nine months ended September 2022 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Derivatives
Fair Value by Level. The table below presents derivatives on a gross basis by level and product type, as well as the impact of netting.

$ in millionsLevel 1 Level 2 Level 3 Total
As of September 2023
Assets
Interest rates$112 $264,074 $511 $264,697 
Credit 9,900 2,749 12,649 
Currencies 101,232 299 101,531 
Commodities 19,310 1,405 20,715 
Equities7 48,259 710 48,976 
Gross fair value119 442,775 5,674 448,568 
Counterparty netting in levels (339,090)(1,017)(340,107)
Subtotal$119 $103,685 $4,657 $108,461 
Cross-level counterparty netting(963)
Cash collateral netting(58,436)
Net fair value$49,062 
Liabilities    
Interest rates$(126)$(240,782)$(1,118)$(242,026)
Credit (9,161)(1,139)(10,300)
Currencies (101,326)(151)(101,477)
Commodities (19,051)(815)(19,866)
Equities(9)(63,540)(2,092)(65,641)
Gross fair value(135)(433,860)(5,315)(439,310)
Counterparty netting in levels 339,090 1,017 340,107 
Subtotal$(135)$(94,770)$(4,298)$(99,203)
Cross-level counterparty netting963 
Cash collateral netting43,423 
Net fair value$(54,817)
As of December 2022
Assets
Interest rates$69 $269,590 $700 $270,359 
Credit– 9,690 2,577 12,267 
Currencies– 103,450 494 103,944 
Commodities– 38,331 1,609 39,940 
Equities113 49,481 967 50,561 
Gross fair value182 470,542 6,347 477,071 
Counterparty netting in levels– (358,917)(886)(359,803)
Subtotal$182 $111,625 $5,461 $117,268 
Cross-level counterparty netting(1,079)
Cash collateral netting(56,776)
Net fair value$59,413 
Liabilities    
Interest rates$(32)$(247,871)$(1,159)$(249,062)
Credit– (10,163)(1,117)(11,280)
Currencies– (111,840)(332)(112,172)
Commodities– (32,435)(690)(33,125)
Equities(15)(55,240)(1,528)(56,783)
Gross fair value(47)(457,549)(4,826)(462,422)
Counterparty netting in levels– 358,917 886 359,803 
Subtotal$(47)$(98,632)$(3,940)$(102,619)
Cross-level counterparty netting 1,079 
Cash collateral netting 46,805 
Net fair value $(54,735)

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.
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.
Assets are shown as positive amounts and liabilities are shown as negative amounts.
See Note 4 for an overview of the firm’s fair value measurement policies, 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 September 2023As of December 2022
$ in millions, except inputsAmount or RangeAverage/ MedianAmount or RangeAverage/ Median
Interest rates, net$(607) $(459)
Correlation
(10)% to 81%
61%/78%
(10)% to 81%
61%/60%
Volatility (bps)
31 to 101
56/49
31 to 101
60/57
Credit, net$1,610  $1,460  
Credit spreads (bps)
8 to 1,966
167/105
5 to 935
149/116
Upfront credit points
(2) to 100
24/11
(1) to 100
29/18
Recovery rates
20% to 70%
42%/40%
20% to 50%
40%/40%
Currencies, net$148 $162  
Correlation
20% to 71%
40%/23%
20% to 71%
40%/23%
Volatility
16% to 16%
16%/16%
20% to 21%
20%/20%
Commodities, net$590  $919  
Volatility
29% to 97%
44%/40%
20% to 118%
50%/46%
Natural gas spread
$(1.53) to $8.08
$(0.16)/$(0.24)
$(3.21) to $5.85
$(0.20)/ $(0.27)
Oil spread
$(5.03) to $35.79
$12.59/$12.64
$12.68 to $48.92
$20.42/ $20.36
Electricity price
$3.10 to $330.34
$46.58/$34.95
$3.00 to $329.28
$47.19/ $39.69
Equities, net$(1,382) $(561)
Correlation
(70)% to 100%
64%/73%
(75)% to 100%
66%/75%
Volatility
2% to 123%
15%/12%
2% to 74%
13%/7%
In the table above:
Assets are shown as positive amounts and 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 the respective financial instruments. An average greater than the median indicates that the 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.
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, the highest correlation for interest 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.
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 for volatility 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.
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 exchange rates, inflation rates and equity prices), an 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. In general, 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.
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.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Total level 3 derivatives, net
Beginning balance$609 $3,174 $1,521 $440 
Net realized gains/(losses)(75)(16)205 456 
Net unrealized gains/(losses)(127)1,167 (957)4,413 
Purchases113 156 317 216 
Sales(795)(232)(1,117)(1,004)
Settlements340 491 111 50 
Transfers into level 33 105 45 (130)
Transfers out of level 3291 (702)234 (298)
Ending balance$359 $4,143 $359 $4,143 
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.
The table below presents information, by product type, for derivatives included in the summary table above.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Interest rates, net  
Beginning balance$(589)$1,035 $(459)$183 
Net realized gains/(losses)(5)(27)9 (98)
Net unrealized gains/(losses)(109)411 (338)1,370 
Purchases10 30 55 
Sales(98)(1)(225)(27)
Settlements88 64 167 111 
Transfers into level 3(14)(15)25 (7)
Transfers out of level 3110 (2)184 (114)
Ending balance$(607)$1,473 $(607)$1,473 
Credit, net
  
Beginning balance$1,711 $2,164 $1,460 $1,854 
Net realized gains/(losses)2 (11)(18)36 
Net unrealized gains/(losses)(24)24 181 92 
Purchases28 64 114 
Sales(28)(8)(48)(40)
Settlements(64)(144)(192)(105)
Transfers into level 3 16 (5)11 
Transfers out of level 3(15)(439)118 (184)
Ending balance$1,610 $1,666 $1,610 $1,666 
Currencies, net
Beginning balance$129 $(239)$162 $(147)
Net realized gains/(losses)30 28 84 66 
Net unrealized gains/(losses)16 199 (100)225 
Purchases1 2 
Sales(2)(2)(4)(7)
Settlements(46)122 (31)62 
Transfers into level 37 7 (81)
Transfers out of level 313 14 28 
Ending balance$148 $125 $148 $125 
Commodities, net
Beginning balance$666 $1,435 $919 $438 
Net realized gains/(losses)(64)(53)(39)(29)
Net unrealized gains/(losses)(202)209 (435)1,264 
Purchases19 12 
Sales(16)(16)(68)(23)
Settlements80 (14)111 (87)
Transfers into level 351 78 131 172 
Transfers out of level 356 (127)(41)(222)
Ending balance$590 $1,517 $590 $1,517 
Equities, net
  
Beginning balance$(1,308)$(1,221)$(561)$(1,888)
Net realized gains/(losses)(38)47 169 481 
Net unrealized gains/(losses)192 324 (265)1,462 
Purchases55 78 159 153 
Sales(651)(205)(772)(907)
Settlements282 463 56 69 
Transfers into level 3(41)24 (113)(225)
Transfers out of level 3127 (148)(55)217 
Ending balance$(1,382)$(638)$(1,382)$(638)
Level 3 Rollforward Commentary for the Three Months Ended September 2023. The net realized and unrealized losses on level 3 derivatives of $202 million (reflecting $75 million of net realized losses and $127 million of net unrealized losses) for the three months ended September 2023 included gains/(losses) of $(204) million reported in market making and $2 million reported in other principal transactions.
The net unrealized losses on level 3 derivatives for the three months ended September 2023 were primarily attributable to losses on certain commodity derivatives (primarily reflecting the impact of changes in commodity prices) and losses on certain interest rate derivatives (primarily reflecting the impact of an increase in interest rates), partially offset by gains on certain equity derivatives (primarily reflecting the impact of a decrease in equity prices).
The drivers of transfers into level 3 derivatives during the three months ended September 2023 were not material.
Transfers out of level 3 derivatives during the three months ended September 2023 primarily reflected transfers of certain equity derivative liabilities to level 2 (principally due to certain unobservable inputs no longer being significant to the valuation of these derivatives) and transfers of certain interest rate derivative liabilities to level 2 (principally due to certain unobservable volatility inputs no longer being significant to the valuation of these derivatives).
Level 3 Rollforward Commentary for the Nine Months Ended September 2023. The net realized and unrealized losses on level 3 derivatives of $752 million (reflecting $205 million of net realized gains and $957 million of net unrealized losses) for the nine months ended September 2023 included losses of $742 million reported in market making and $10 million reported in other principal transactions.
The net unrealized losses on level 3 derivatives for the nine months ended September 2023 were attributable to losses on certain commodity derivatives (primarily reflecting the impact of changes in commodity prices), losses on certain interest rate and currency derivatives (in each case, primarily reflecting the impact of an increase in interest rates), and losses on certain equity derivatives (primarily reflecting the impact of an increase in equity prices), partially offset by gains on certain credit derivatives (primarily reflecting the impact of changes in foreign exchange rates).
Transfers into level 3 derivatives during the nine months ended September 2023 primarily reflected transfers of certain commodity derivative assets from level 2 (principally due to certain unobservable volatility inputs becoming significant to the valuation of these derivatives), partially offset by transfers of certain equity derivative liabilities from level 2 (principally due to reduced transparency of certain unobservable volatility inputs used to value these derivatives).
Transfers out of level 3 derivatives during the nine months ended September 2023 primarily reflected transfers of certain interest rate derivative liabilities to level 2 (principally due to certain unobservable volatility inputs no longer being significant to the valuation of these derivatives) and transfers of certain credit derivative liabilities to level 2 (principally due to certain unobservable credit spread inputs no longer being significant to the net risk of certain portfolios).
Level 3 Rollforward Commentary for the Three Months Ended September 2022. The net realized and unrealized gains on level 3 derivatives of $1.15 billion (reflecting $16 million of net realized losses and $1.17 billion of net unrealized gains) for the three months ended September 2022 included gains of $1.14 billion reported in market making and $7 million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the three months ended September 2022 were primarily attributable to gains on certain interest rate derivatives (primarily reflecting the impact of an increase in interest rates), gains on certain equity derivatives (primarily reflecting the impact of a decrease in equity prices), gains on certain commodity derivatives (primarily reflecting the impact of an increase in commodity prices), and gains on certain currency derivatives (primarily reflecting the impact of changes in foreign exchange rates).
The drivers of transfers into level 3 derivatives during the three months ended September 2022 were not material.
Transfers out of level 3 derivatives during the three months ended September 2022 primarily reflected transfers of certain credit derivative assets to level 2 (principally due to certain unobservable credit spread inputs no longer being significant to the net risk of certain portfolios), certain equity derivative assets to level 2 (principally due to increased transparency of certain unobservable volatility inputs used to value these derivatives), and certain commodity derivative assets to level 2 (principally due to certain unobservable natural gas spread and volatility inputs no longer being significant to the valuation of these derivatives).

Level 3 Rollforward Commentary for the Nine Months Ended September 2022. The net realized and unrealized gains on level 3 derivatives of $4.87 billion (reflecting $456 million of net realized gains and $4.41 billion of net unrealized gains) for the nine months ended September 2022 included gains of $4.85 billion reported in market making and $16 million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the nine months ended September 2022 were primarily attributable to gains on certain equity derivatives (primarily reflecting the impact of a decrease in equity prices), gains on certain interest rate derivatives (primarily reflecting the impact of an increase in interest rates), and gains on certain commodity derivatives (primarily reflecting the impact of an increase in commodity prices).
Transfers into level 3 derivatives during the nine months ended September 2022 primarily reflected transfers of certain equity derivative liabilities from level 2 (principally due to reduced transparency of certain unobservable volatility inputs used to value these derivatives) and certain currency derivative liabilities from level 2 (principally due to certain unobservable correlation inputs becoming significant to the valuation of these derivatives), partially offset by transfers of certain commodity derivative assets from level 2 (principally due to certain unobservable electricity price inputs becoming significant to the valuation of these derivatives).
Transfers out of level 3 derivatives during the nine months ended September 2022 primarily reflected transfers of certain commodity derivative assets to level 2 (principally due to certain unobservable natural gas spread and volatility inputs no longer being significant to the valuation of these derivatives), certain credit derivative assets to level 2 (principally due to certain unobservable credit spread inputs no longer being significant to the net risk of certain portfolios), and certain interest rate derivative assets to level 2 (principally due to increased transparency of certain unobservable volatility inputs used to value these derivatives), partially offset by transfers of certain equity derivative liabilities to level 2 (principally due to increased transparency of certain unobservable volatility inputs used to value these derivatives).

Investments
Fair Value by Level. The table below presents investments accounted for at fair value by level within the fair value hierarchy.
$ in millionsLevel 1Level 2Level 3Total
As of September 2023
Government and agency obligations:
U.S.$47,073 $ $ $47,073 
Non-U.S.2,178 143  2,321 
Corporate debt securities160 2,252 6,950 9,362 
Securities backed by real estate 13 772 785 
Money market instruments24 872  896 
Other debt obligations 53 249 302 
Equity securities828 2,345 9,358 12,531 
Subtotal$50,263 $5,678 $17,329 $73,270 
Investments in funds at NAV   3,037 
Total investments   $76,307 
As of December 2022    
Government and agency obligations:   
U.S.$47,055 $– $– $47,055 
Non-U.S.2,169 66 – 2,235 
Corporate debt securities145 2,950 7,003 10,098 
Securities backed by real estate– 176 827 1,003 
Money market instruments48 957 – 1,005 
Other debt obligations– 256 259 
Equity securities1,522 3,227 8,856 13,605 
Subtotal$50,939 $7,379 $16,942 $75,260 
Investments in funds at NAV2,941 
Total investments
 
$78,201 
See Note 4 for an overview of the firm’s fair value measurement policies, valuation techniques and significant inputs used to determine the fair value of investments.
Significant Unobservable Inputs. The table below presents the amount of level 3 investments, and ranges and weighted averages of significant unobservable inputs used to value such investments.
 As of September 2023As of December 2022
$ in millions
Amount or
Range
Weighted
 Average
Amount or
Range
Weighted
 Average
Corporate debt securities   
Level 3 assets$6,950  $7,003  
Yield
6.4% to 22.0%
12.5 %
5.0% to 21.8%
11.6 %
Recovery rate
7.3% to 58.9%
28.1 %
10.0% to 70.0%
55.5 %
Duration (years)
0.7 to 5.0
3.2
1.3 to 5.7
3.3
Multiples
0.9x to 46.2x
7.1x
1.8x to 83.4x
8.3x
Securities backed by real estate  
Level 3 assets$772  $827  
Yield
8.0% to 18.4%
13.3 %
8.0% to 20.3%
14.6 %
Duration (years)
2.0 to 3.1
3.1
0.6 to 4.2
4.1
Other debt obligations   
Level 3 assets$249 $256  
Yield
7.9% to 9.2%
8.4 %
5.2% to 8.4%
7.4 %
Equity securities    
Level 3 assets$9,358  $8,856  
Multiples
0.5x to 36.0x
8.6x
0.5x to 34.3x
8.3x
Discount rate/yield
3.9% to 25.2%
12.6 %
5.4% to 38.5%
14.6 %
Capitalization rate
4.5% to 10.8%
5.5 %
4.0% to 10.8%
5.4 %


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 September 2023 and December 2022. Due to the distinctive nature of each level 3 investment, the interrelationship of inputs is not necessarily uniform within each product type.
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.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Beginning balance$18,128 $16,109 $16,942 $13,902 
Net realized gains/(losses)113 103 344 428 
Net unrealized gains/(losses)(346)(407)(904)(1,828)
Purchases213 445 755 1,385 
Sales(111)(236)(621)(741)
Settlements(456)(272)(1,127)(1,461)
Transfers into level 3942 1,687 3,257 6,425 
Transfers out of level 3(1,154)(475)(1,317)(1,156)
Ending balance$17,329 $16,954 $17,329 $16,954 
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.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Corporate debt securities  
Beginning balance$7,520 $6,576 $7,003 $4,527 
Net realized gains/(losses)88 69 301 224 
Net unrealized gains/(losses)(66)(111)(54)(297)
Purchases58 137 373 624 
Sales(53)(78)(185)(151)
Settlements(274)(143)(735)(810)
Transfers into level 3415 659 1,049 2,944 
Transfers out of level 3(738)(371)(802)(323)
Ending balance$6,950 $6,738 $6,950 $6,738 
Securities backed by real estate 
Beginning balance$878 $1,067 $827 $1,078 
Net realized gains/(losses)1 10 21 
Net unrealized gains/(losses)(95)(88)(191)(287)
Purchases7 17 56 76 
Sales (47)(58)(96)
Settlements(19)(23)(38)(140)
Transfers into level 3 171 269 
Transfers out of level 3 (22)(5)(9)
Ending balance$772 $912 $772 $912 
Other debt obligations  
Beginning balance$246 $303 $256 $382 
Net realized gains/(losses)1 3 
Net unrealized gains/(losses)3 (3)2 (8)
Purchases6 1 28 
Settlements(7)(23)(13)(127)
Ending balance$249 $284 $249 $284 
Equity securities  
Beginning balance$9,484 $8,163 $8,856 $7,915 
Net realized gains/(losses)23 24 30 174 
Net unrealized gains/(losses)(188)(205)(661)(1,236)
Purchases142 287 325 657 
Sales(58)(111)(378)(494)
Settlements(156)(83)(341)(384)
Transfers into level 3527 1,027 2,037 3,212 
Transfers out of level 3(416)(82)(510)(824)
Ending balance$9,358 $9,020 $9,358 $9,020 
Level 3 Rollforward Commentary for the Three Months Ended September 2023. The net realized and unrealized losses on level 3 investments of $233 million (reflecting $113 million of net realized gains and $346 million of net unrealized losses) for the three months ended September 2023 included gains/(losses) of $(385) million reported in other principal transactions and $152 million reported in interest income.
The net unrealized losses on level 3 investments for the three months ended September 2023 primarily reflected losses on certain equity securities and securities backed by real estate (in each case, principally driven by commercial real estate investments).
Transfers into level 3 investments during the three months ended September 2023 primarily reflected transfers of certain equity securities and corporate debt securities 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 investments during the three months ended September 2023 primarily reflected transfers of certain corporate debt securities and equity securities to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2023. The net realized and unrealized losses on level 3 investments of $560 million (reflecting $344 million of net realized gains and $904 million of net unrealized losses) for the nine months ended September 2023 included gains/(losses) of $(1.03) billion reported in other principal transactions and $470 million reported in interest income.
The net unrealized losses on level 3 investments for the nine months ended September 2023 primarily reflected losses on certain equity securities and securities backed by real estate (in each case, principally driven by commercial real estate investments).
Transfers into level 3 investments during the nine months ended September 2023 primarily reflected transfers of certain equity securities and corporate debt securities 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, and certain unobservable yield inputs becoming significant to the valuation of these instruments).
Transfers out of level 3 investments during the nine months ended September 2023 primarily reflected transfers of certain corporate debt securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments, and certain unobservable yield and duration inputs becoming less significant to the valuation of these instruments) and transfers of certain equity securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Level 3 Rollforward Commentary for the Three Months Ended September 2022. The net realized and unrealized losses on level 3 investments of $304 million (reflecting $103 million of net realized gains and $407 million of net unrealized losses) for the three months ended September 2022 included gains/(losses) of $(427) million reported in other principal transactions and $123 million reported in interest income.
The net unrealized losses on level 3 investments for the three months ended September 2022 primarily reflected losses on certain equity securities and corporate debt securities (in each case, principally driven by broad macroeconomic concerns).

Transfers into level 3 investments during the three months ended September 2022 primarily reflected transfers of certain 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) and 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).
Transfers out of level 3 investments during the three months ended September 2022 primarily reflected transfers of certain corporate debt securities to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2022. The net realized and unrealized losses on level 3 investments of $1.40 billion (reflecting $428 million of net realized gains and $1.83 billion of net unrealized losses) for the nine months ended September 2022 included gains/(losses) of $(1.71) billion reported in other principal transactions and $314 million reported in interest income.
The net unrealized losses on level 3 investments for the nine months ended September 2022 primarily reflected losses on certain equity securities and corporate debt securities (in each case, principally driven by broad macroeconomic and geopolitical concerns) and securities backed by real estate (principally driven by an increase in interest rates).
Transfers into level 3 investments during the nine months ended September 2022 primarily reflected transfers of certain 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), and transfers of certain corporate debt securities 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 investments during the nine months ended September 2022 primarily reflected transfers of certain 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 increased price transparency as a result of market evidence, including market transactions in these instruments, and certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments).
Loans
Fair Value 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 millionsLevel 1Level 2Level 3Total
As of September 2023    
Loan Type    
Corporate$ $440 $431 $871 
Real estate:
Commercial
 281 270 551 
Residential
 3,977 51 4,028 
Other collateralized
 708 142 850 
Other 70 78 148 
Total$ $5,476 $972 $6,448 
As of December 2022   
Loan Type   
Corporate$– $359 $637 $996 
Real estate:
Commercial
– 435 711 1,146 
Residential
– 4,437 74 4,511 
Other collateralized
– 576 140 716 
Other– 11 275 286 
Total$– $5,818 $1,837 $7,655 
The gains/(losses) as a result of changes in the fair value of loans held for investment for which the fair value option was elected were $(170) million for the three months ended September 2023, $(168) million for the three months ended September 2022, $(207) million for the nine months ended September 2023 and $(363) million for the nine months ended September 2022. These gains/(losses) were included in other principal transactions.
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 September 2023As of December 2022
$ in millions
Amount or
Range
Weighted
 Average
Amount or
Range
Weighted
 Average
Corporate    
Level 3 assets$431  $637  
Yield
8.8% to 12.8%
9.3 %
4.1% to 26.9%
9.6 %
Recovery rate
2.0% to 95.0%
60.0 %
23.1% to 95.0%
66.0 %
Duration (years)
0.9 to 4.3
2.3
1.6 to 3.3
2.6
Real estate
   
Level 3 assets$321 $785 
Yield
5.0% to 20.5%
17.6 %
3.0% to 27.0%
16.1 %
Recovery rate
4.2% to 99.2%
50.1 %
3.6% to 66.2%
54.4 %
Duration (years)
0.2 to 6.2
1.8
0.6 to 6.7
2.5
Other collateralized
Level 3 assets$142 $140 
Yield
6.6% to 20.9%
9.8 %
5.8% to 12.7%
7.7 %
Duration (years)
1.8 to 2.2
1.9
2.5 to 2.9
2.7
Other
Level 3 assets$78  $275 
Yield
9.4% to 15.4%
11.8 %
9.4% to 10.0%
9.9 %
Duration (years)
2.8 to 5.3
3.8N/AN/A


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 real estate loans is appropriate for valuing a specific real estate loan but may not be appropriate for valuing any other 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 September 2023 and December 2022. Due to the distinctive nature of each level 3 loan, the interrelationship of inputs is not necessarily uniform within each product type.
Loans are valued using discounted cash flows.
The significant unobservable inputs for duration related to other loans as of December 2022 did not have a range (and there was no weighted average) as it related to a purchased portfolio of revolving loans with a single duration.
Level 3 Rollforward. The table below presents a summary of the changes in fair value for level 3 loans.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Beginning balance$1,251 $2,347 $1,837 $2,354 
Net realized gains/(losses)11 17 39 89 
Net unrealized gains/(losses)(174)(89)(254)(217)
Purchases6 86 212 
Sales
(5)(18)(462)(61)
Settlements(95)(156)(254)(429)
Transfers into level 3 141  272 
Transfers out of level 3(22)(191)(20)(162)
Ending balance$972 $2,058 $972 $2,058 
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.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Corporate  
Beginning balance$543 $738 $637 $672 
Net realized gains/(losses)7 20 21 
Net unrealized gains/(losses)(76)(10)(134)(30)
Purchases5 47 119 
Sales (18)(47)(53)
Settlements(26)(77)(72)(116)
Transfers into level 3 39  65 
Transfers out of level 3(22)(19)(20)(10)
Ending balance$431 $668 $431 $668 
Real estate
  
Beginning balance$490 $1,007 $785 $1,188 
Net realized gains/(losses)2 9 47 
Net unrealized gains/(losses)(100)(79)(123)(167)
Purchases1 – 2 73 
Sales
(5)– (196)(8)
Settlements(67)(70)(156)(249)
Transfers into level 3 100  128 
Transfers out of level 3 (25) (72)
Ending balance$321 $940 $321 $940 
Other collateralized
Beginning balance$140 $285 $140 $229 
Net realized gains/(losses)1 3 
Net unrealized gains/(losses)1 –  (1)
Purchases
 – 2 
Settlements (1)(3)(26)
Transfers into level 3  13 
Transfers out of level 3 (147) (79)
Ending balance$142 $140 $142 $140 
Other 
Beginning balance$78 $317 $275 $265 
Net realized gains/(losses)1 7 19 
Net unrealized gains/(losses)1 – 3 (19)
Purchases – 35 18 
Sales
 – (219)– 
Settlements
(2)(8)(23)(38)
Transfers into level 3
 –  66 
Transfers out of level 3 –  (1)
Ending balance$78 $310 $78 $310 
Level 3 Rollforward Commentary for the Three Months Ended September 2023. The net realized and unrealized losses on level 3 loans of $163 million (reflecting $11 million of net realized gains and $174 million of net unrealized losses) for the three months ended September 2023 included gains/(losses) of $(172) million reported in other principal transactions and $9 million reported in interest income.
The net unrealized losses on level 3 loans for the three months ended September 2023 primarily reflected losses on certain loans backed by real estate (principally driven by commercial real estate loans) and corporate loans (principally driven by company-specific events).
There were no transfers into level 3 loans during the three months ended September 2023.
The drivers of transfers out of level 3 loans during the three months ended September 2023 were not material.
Level 3 Rollforward Commentary for the Nine Months Ended September 2023. The net realized and unrealized losses on level 3 loans of $215 million (reflecting $39 million of net realized gains and $254 million of net unrealized losses) for the nine months ended September 2023 included gains/(losses) of $(237) million reported in other principal transactions and $22 million reported in interest income.
The net unrealized losses on level 3 loans for the nine months ended September 2023 primarily reflected losses on certain corporate loans (principally driven by company-specific events) and loans backed by real estate (principally driven by commercial real estate loans).
There were no transfers into level 3 loans during the nine months ended September 2023.
The drivers of transfers out of level 3 loans during the nine months ended September 2023 were not material.
Level 3 Rollforward Commentary for the Three Months Ended September 2022. The net realized and unrealized losses on level 3 loans of $72 million (reflecting $17 million of net realized gains and $89 million of net unrealized losses) for the three months ended September 2022 included gains/(losses) of $(83) million reported in other principal transactions and $11 million reported in interest income.
The drivers of net unrealized losses on level 3 loans for the three months ended September 2022 were not material.
Transfers into level 3 loans during the three months ended September 2022 primarily reflected transfers of certain loans backed by real estate 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 loans during the three months ended September 2022 primarily reflected transfers of certain other collateralized loans to level 2 (principally due to certain unobservable yield inputs no longer being significant to the valuation of these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2022. The net realized and unrealized losses on level 3 loans of $128 million (reflecting $89 million of net realized gains and $217 million of net unrealized losses) for the nine months ended September 2022 included gains/(losses) of $(148) million reported in other principal transactions and $20 million reported in interest income.
The net unrealized losses on level 3 loans for the nine months ended September 2022 primarily reflected losses on certain loans backed by real estate (principally due to the impact of an increase in interest rates).

Transfers into level 3 loans during the nine months ended September 2022 primarily reflected transfers of certain loans backed by real estate 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).
The drivers of transfers out of level 3 loans during the nine months ended September 2022 were not material.
Other Financial Assets and Liabilities
Fair Value 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 millionsLevel 1Level 2 Level 3 Total
As of September 2023    
Assets    
Resale agreements$ $190,446 $ $190,446 
Securities borrowed 36,792  36,792 
Customer and other receivables 23  23 
Other assets
 173 151 324 
Total$ $227,434 $151 $227,585 
Liabilities    
Deposits$ $(25,831)$(2,726)$(28,557)
Repurchase agreements (225,679) (225,679)
Securities loaned (8,178) (8,178)
Other secured financings (11,380)(2,734)(14,114)
Unsecured borrowings:    
Short-term (38,056)(4,295)(42,351)
Long-term (60,580)(13,336)(73,916)
Other liabilities (395)(219)(614)
Total$ $(370,099)$(23,310)$(393,409)
As of December 2022    
Assets    
Resale agreements$– $225,117 $– $225,117 
Securities borrowed– 38,578 – 38,578 
Customer and other receivables– 25 – 25 
Other assets– 71 74 145 
Total$– $263,791 $74 $263,865 
Liabilities    
Deposits$– $(13,003)$(2,743)$(15,746)
Repurchase agreements– (110,349)– (110,349)
Securities loaned– (4,372)– (4,372)
Other secured financings– (10,914)(1,842)(12,756)
Unsecured borrowings:    
Short-term– (35,641)(4,090)(39,731)
Long-term– (63,081)(10,066)(73,147)
Other liabilities– (74)(85)(159)
Total$– $(237,434)$(18,826)$(256,260)
In the table above, assets are shown as positive amounts and liabilities are shown as negative amounts.
See Note 4 for an overview of the firm’s fair value measurement policies, valuation techniques and significant inputs used to determine the fair value of other financial assets and liabilities.
Significant Unobservable Inputs. See below for information about the significant unobservable inputs used to value level 3 other financial liabilities at fair value as of both September 2023 and December 2022.
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 September 2023:
Yield: 6.8% to 13.3% (weighted average: 9.0%)
Duration: 0.4 to 5.8 years (weighted average: 1.4 years)
As of December 2022:
Yield: 4.5% to 9.4% (weighted average: 5.9%)
Duration: 0.6 to 5.1 years (weighted average: 2.2 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.
Deposits, Unsecured Borrowings and Other Assets and Liabilities. Substantially all of the firm’s deposits, unsecured short- and long-term borrowings, and other assets and 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 embedded derivative component of these deposits, unsecured borrowings and other assets and liabilities, these unobservable inputs are incorporated in the firm’s derivative disclosures. See Note 12 for further information about other assets, Note 13 for further information about deposits, Note 14 for further information about unsecured borrowings and Note 15 for further information about other liabilities.
Level 3 Rollforward. The table below presents a summary of the changes in fair value for level 3 other financial assets and liabilities accounted for at fair value.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Assets
Beginning balance$126 $– $74 $– 
Net unrealized gains/(losses)25 – 77 – 
Ending balance$151 $– $151 $– 
Liabilities
Beginning balance$(21,897)$(19,114)$(18,826)$(23,567)
Net realized gains/(losses)(88)(90)(223)(222)
Net unrealized gains/(losses)1,210 1,538 425 5,977 
Issuances(3,036)(3,296)(6,212)(9,486)
Settlements3,154 2,691 6,380 8,548 
Transfers into level 3(3,656)(1,494)(6,030)(2,562)
Transfers out of level 31,003 900 1,176 2,447 
Ending balance$(23,310)$(18,865)$(23,310)$(18,865)
In the table above:
Changes in fair value are presented for all other financial assets and liabilities that are classified in level 3 as of the end of the period.
Net unrealized gains/(losses) relates to other financial assets and 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 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 other financial assets, increases are shown as positive amounts, while decreases are shown as negative amounts. For level 3 other financial liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.
Level 3 other financial assets and liabilities are 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.
The table below presents information, by the consolidated balance sheet line items, for liabilities included in the summary table above.
 Three Months
Ended September
Nine Months
Ended September
$ in millions2023202220232022
Deposits  
Beginning balance$(2,889)$(2,789)$(2,743)$(3,613)
Net realized gains/(losses) –  (7)
Net unrealized gains/(losses)73 135 19 466 
Issuances(157)(261)(376)(735)
Settlements232 259 594 1,041 
Transfers into level 3(3)(89)(254)(20)
Transfers out of level 318 16 34 139 
Ending balance$(2,726)$(2,729)$(2,726)$(2,729)
Other secured financings  
Beginning balance$(2,817)$(1,412)$(1,842)$(2,566)
Net realized gains/(losses)(3)(13)(3)(18)
Net unrealized gains/(losses)41 86 13 177 
Issuances(158)(406)(676)(545)
Settlements488 22 875 527 
Transfers into level 3(325)(147)(1,626)(110)
Transfers out of level 340 – 525 665 
Ending balance$(2,734)$(1,870)$(2,734)$(1,870)
Unsecured short-term borrowings 
Beginning balance$(4,822)$(5,209)$(4,090)$(7,829)
Net realized gains/(losses)(23)(54)(72)(126)
Net unrealized gains/(losses)148 286 (178)1,241 
Issuances(1,552)(1,165)(2,968)(3,582)
Settlements1,853 1,747 3,013 5,443 
Transfers into level 3(204)(528)(174)(470)
Transfers out of level 3305 411 174 811 
Ending balance$(4,295)$(4,512)$(4,295)$(4,512)
Unsecured long-term borrowings 
Beginning balance$(11,296)$(9,626)$(10,066)$(9,413)
Net realized gains/(losses)(62)(23)(148)(71)
Net unrealized gains/(losses)945 1,034 556 4,028 
Issuances(1,020)(1,464)(2,043)(4,624)
Settlements581 663 1,898 1,537 
Transfers into level 3(3,124)(730)(3,976)(1,962)
Transfers out of level 3640 473 443 832 
Ending balance$(13,336)$(9,673)$(13,336)$(9,673)
Other liabilities  
Beginning balance$(73)$(78)$(85)$(146)
Net unrealized gains/(losses)3 (3)15 65 
Issuances(149)– (149)– 
Ending balance$(219)$(81)$(219)$(81)
Level 3 Rollforward Commentary for the Three Months Ended September 2023. The net realized and unrealized gains on level 3 other financial liabilities of $1.12 billion (reflecting $88 million of net realized losses and $1.21 billion of net unrealized gains) for the three months ended September 2023 included gains/(losses) of $1.15 billion reported in market making, $16 million reported in other principal transactions and $(4) million reported in interest expense in the consolidated statements of earnings, and $(44) million reported in debt valuation adjustment in the consolidated statements of comprehensive income.

The net unrealized gains on level 3 other financial liabilities for the three months ended September 2023 primarily reflected gains on certain hybrid financial instruments included in unsecured long-term borrowings (principally due to an increase in interest rates and a decrease in equity prices).
Transfers into level 3 other financial liabilities during the three months ended September 2023 primarily reflected transfers of certain hybrid financial instruments included in unsecured long-term borrowings from level 2 (principally due to reduced price transparency of certain credit spread inputs used to value these instruments).
Transfers out of level 3 other financial liabilities during the three months ended September 2023 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 inputs used to value these instruments).
Level 3 Rollforward Commentary for the Nine Months Ended September 2023. The net realized and unrealized gains on level 3 other financial liabilities of $202 million (reflecting $223 million of net realized losses and $425 million of net unrealized gains) for the nine months ended September 2023 included gains/(losses) of $415 million reported in market making, $4 million reported in other principal transactions and $(12) million reported in interest expense in the consolidated statements of earnings, and $(205) million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized gains on level 3 other financial liabilities for the nine months ended September 2023 primarily reflected gains on certain hybrid financial instruments included in unsecured long-term borrowings (principally due to an increase in interest rates), partially offset by losses on certain hybrid financial instruments included in unsecured short-term borrowings (principally due to an increase in equity prices).
Transfers into level 3 other financial liabilities during the nine months ended September 2023 primarily reflected transfers of certain hybrid financial instruments included in unsecured long-term borrowings from level 2 (principally due to reduced price transparency of certain credit spread and volatility inputs used to value these instruments) and 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).

Transfers out of level 3 other financial liabilities during the nine months ended September 2023 primarily reflected transfers of certain hybrid financial instruments included in other secured financings to level 2 (principally due to increased price transparency of certain yield and duration inputs used to value these instruments) and transfers of certain unsecured long- and short-term borrowings to level 2 (principally due to increased price transparency of certain volatility inputs used to value these instruments).
Level 3 Rollforward Commentary for the Three Months Ended September 2022. The net realized and unrealized gains on level 3 other financial liabilities of $1.45 billion (reflecting $90 million of net realized losses and $1.54 billion of net unrealized gains) for the three months ended September 2022 included gains/(losses) of $1.13 billion reported in market making, $69 million reported in other principal transactions and $(7) million reported in interest expense in the consolidated statements of earnings, and $262 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized gains on level 3 other financial liabilities for the three months ended September 2022 primarily reflected gains on certain hybrid financial instruments included in unsecured long- and short-term borrowings (principally due to a decrease in global equity prices and an increase in interest rates).
Transfers into level 3 other financial liabilities during the three months ended September 2022 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 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).
Transfers out of level 3 other financial liabilities during the three months ended September 2022 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).

Level 3 Rollforward Commentary for the Nine Months Ended September 2022. The net realized and unrealized gains on level 3 other financial liabilities of $5.76 billion (reflecting $222 million of net realized losses and $5.98 billion of net unrealized gains) for the nine months ended September 2022 included gains/(losses) of $4.69 billion reported in market making, $155 million reported in other principal transactions and $(14) million reported in interest expense in the consolidated statements of earnings, and $924 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized gains on level 3 other financial liabilities for the nine months ended September 2022 primarily reflected gains on certain hybrid financial instruments included in unsecured long- and short-term borrowings and deposits (in each case, principally due to a decrease in global equity prices and an increase in interest rates).
Transfers into level 3 other financial liabilities during the nine months ended September 2022 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).
Transfers out of level 3 other financial liabilities during the nine months ended September 2022 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments) and transfers of certain other secured financings to level 2 (principally due to certain unobservable yield inputs no longer being significant to the valuation of these instruments).