The following discussion should be read in conjunction with the unaudited condensed consolidated financial statements and the related notes in Item 1, included elsewhere in this report. In addition to historical information, the following discussion also contains forward-looking statements that include risks and uncertainties. Our actual results may differ materially from those anticipated in these forward-looking statements as a result of certain factors, including those set forth under the heading "Risk Factors" in our Annual Report on Form 10-K filed with the Securities Exchange Commission ("SEC") on February 24, 2023 and elsewhere in this report.

When we use the terms "we," "us," "our," and "IBKR," we mean IBG, Inc. and its subsidiaries (including IBG LLC) for the periods presented. Unless otherwise indicated, the terms "common stock" refer to the Class A common stock of IBG, Inc.

Introduction

Interactive Brokers Group, Inc. (the "Company" or "IBG, Inc.") is a holding company whose primary asset is its ownership of approximately 24.5% of the membership interests of IBG LLC. The remaining approximately 75.5% of IBG LLC membership interests are held by IBG Holdings LLC ("Holdings"), a holding company that is owned by our founder and Chairman, Mr. Thomas Peterffy and his affiliates, management and other employees of IBG LLC, and certain other members. The table below shows the amount of IBG LLC membership interests held by IBG, Inc. and Holdings as of March 31, 2023.



                        IBG, Inc.     Holdings        Total
Ownership %                 24.5%        75.5%       100.0%
Membership interests  102,999,265  316,609,102  419,608,367

We are an automated global electronic broker. We custody and service accounts for hedge and mutual funds, exchange-traded funds ("ETFs"), registered investment advisers, proprietary trading groups, introducing brokers and individual investors. We specialize in routing orders and executing and processing trades in stocks, options, futures, forex, bonds, mutual funds, ETFs and precious metals on more than 150 electronic exchanges and market centers in 33 countries and 26 currencies seamlessly around the world. In addition, our customers can use our trading platform to trade certain cryptocurrencies through third-party cryptocurrency service providers that execute, clear and custody the cryptocurrencies.

As an electronic broker, we execute, clear and settle trades globally for both institutional and individual customers. Capitalizing on our proprietary technology, our systems provide our customers with the capability to monitor multiple markets around the world simultaneously and to execute trades electronically in these markets at a low cost, in multiple products and currencies from a single trading account. The ever-growing complexity of multiple market centers across diverse geographies provides us with ongoing opportunities to build and continuously adapt our order routing software to secure excellent execution prices.

Since our inception in 1977, we have focused on developing proprietary software to automate broker-dealer functions. The proliferation of electronic exchanges and market centers since the early 1990s has allowed us to integrate our software with an increasing number of trading venues, creating one automatically functioning, computerized platform that requires minimal human intervention.

Our customer base is diverse with respect to geography and type. Currently, approximately 79% of our customers reside outside the United States ("U.S.") in over 200 countries and territories, and over 50% of new customers come from outside the U.S. Approximately 58% of our customers' equity is in institutional accounts such as hedge funds, financial advisors, proprietary trading desks and introducing brokers. Specialized products and services that we have developed successfully attract these accounts. For example, we offer prime brokerage services, including financing and securities lending, to hedge funds; our model portfolio technology and automated share allocation and rebalancing tools are particularly attractive to financial advisors; and our trading platform, global access and low pricing attract introducing brokers.

Business Environment

During the quarter ended March 31, 2023 ("current quarter"), world equities markets were mixed versus the prior-year quarter. Market indices in the U.S., Canada and some parts of Asia/Pacific saw declines, while Europe and other parts of Asia registered gains. Factors affecting the current quarter included tighter monetary policy and higher interest rates across a number of countries; concerns regarding the banking sector; the possibility of recession; and continued geopolitical uncertainty. While market performance varied by country, overall conditions trended toward a more volatile macroeconomic environment. Coinciding with these factors, individual investors, who had helped drive equities market volumes higher in prior years, were less engaged in the current quarter.

The following is a summary of the key economic drivers that affect our business and how they compared to the prior-year quarter:



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Global trading volumes. Worldwide, equities volumes at major exchanges declined in the current quarter as investors took a more cautious approach in a less certain environment. In the U.S., according to industry data, U.S. listed cash equities volume decreased by 8%, while average daily volume in exchange-listed equity-based options increased by 8% and in U.S. futures by 4%, compared to the prior-year quarter. While stock trading volumes remain significantly higher than pre-pandemic levels, they were lower in the current quarter versus the prior-year quarter due to a more risk averse environment.

This led to mixed results across our major product types: customer options, futures and foreign exchange volumes were up 2%, 4% and 17%, respectively, while stock volumes declined 22%, compared to the prior-year quarter. In futures, volumes rose most in financial futures such as interest rate, metals and foreign exchange, in part as investors sought to mitigate exposure to persistent inflation, higher interest rates and a stronger U.S. dollar.

Note that while U.S. options, futures and cash equities volumes are readily comparable measures, they reflect most but not all of the global volumes that generate our commission revenue. See "Trading Volumes and Customer Statistics" below in this Item 7 for additional details regarding our trade volumes, contract and share volumes, and customer statistics.

Volatility. U.S. market volatility, as measured by the average Chicago Board Options Exchange Volatility Index ("VIX®"), declined 18%, from an average of 25.4 in the prior-year quarter to 20.7 in the current quarter. Volatility levels had been elevated for most of 2022 due to factors that led to geopolitical uncertainty and more unpredictable world economies and markets, such as the war in Ukraine and consistent, significant interest rate hikes. The current level of volatility is more consistent with long-term trends.

In general, higher volatility typically enhances our performance because it often correlates positively with customer trading activity across product types.

Interest Rates. The U.S. Federal Reserve increased the benchmark federal funds rate twice this quarter, raising rates 25 basis points in February and another 25 basis points in March. The U.S. Treasury yield curve remains inverted, with long-term rates markedly lower than short-term. In nearly every country with developed financial markets, interest rates also rose in the current quarter as central banks take steps to control inflationary pressures.

Higher U.S. benchmark rates have boosted the interest we earn on our segregated cash, the majority of which is invested in short-term U.S. government securities and related instruments. The uncertainty over future U.S. Federal Reserve rate policy has led us to maintain a short duration portfolio, all of which matured within three months at March 31, 2023, to more closely match asset and liability maturities, so that additional rate increases present more opportunities for our interest-sensitive assets. Further, our margin balances are tied to benchmark rates, so rising rates have also improved the interest we earn on margin lending to our customers. We continue to offer among the lowest rates in the industry on margin lending, and we believe our low rates are an important feature that attracts customers to our platform.

Rising rates also increase our interest expense. For example, in U.S. dollars we pay interest to customers when the federal funds effective rate is above 0.50%, which it has been since May 2022. Central banks in many other countries have also increased their interest rates in recent months. We believe the attractive rates we pay on customer cash are another important feature that draws customers to our platform.

Net interest income on customer cash and margin loan balances increased significantly compared to the prior-year quarter as the average federal funds effective rate increased to 4.51% in the current quarter from 0.12% in the prior-year quarter. During an extended period prior to 2022, the interest we paid on customer cash balances and earned on customer margin loans and investment of customer segregated funds resulted in spreads that were compressed at low benchmark rates. Now that benchmark interest rates are over 50 basis points this spread compression has been eliminated, leading to higher net interest income.

Higher interest rates contributed to a 126% rise in net interest income over the prior-year quarter. Combined with increases in average interest-earning assets, particularly in segregated cash balances, these higher rates led to a widening of our net interest margin from 1.10% in the prior-year quarter to 2.24% in the current quarter.

Currency fluctuations. As a global electronic broker trading on exchanges around the world in multiple currencies, we are exposed to foreign currency risk. We actively manage this exposure by keeping our equity in proportion to a defined basket of 10 currencies we call the "GLOBAL" to diversify our risk and to align our hedging strategy with the currencies that we use in our business. Because we report our financial results in U.S. dollars, the change in the value of the GLOBAL versus the U.S. dollar affects our earnings. During the current quarter, the value of the GLOBAL, as measured in U.S. dollars, increased 0.17% compared to its value at December 31, 2022, which had a positive impact on our comprehensive earnings for the current year. A discussion of our approach for managing foreign currency exposure is contained in Part I, Item 7A of this Quarterly Report on Form 10-Q entitled "Quantitative and Qualitative Disclosures about Market Risk."



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Financial Overview

We report non-GAAP financial measures, which exclude certain items that may not be indicative of our core operating results and business outlook and are useful in evaluating the operating performance of our business. See the "Non-GAAP Financial Measures" section below in this Item 2 for additional details.

Diluted earnings per share were $1.42 for the current quarter, compared to diluted earnings per share of $0.74 for the prior-year quarter. Adjusted diluted earnings per share were $1.35 for the current quarter and $0.82 for the prior-year quarter. The calculation of diluted earnings per share is detailed in Note 4 - "Equity and Earnings per Share" to the unaudited condensed consolidated financial statements in Part 1, Item 1 of this Quarterly Report on Form 10-Q.

For the current quarter, our net revenues were $1,056 million and income before income taxes was $761 million, compared to net revenues of $645 million and income before income taxes of $394 million in the prior-year quarter. Adjusted net revenues were $1,015 million and adjusted income before income taxes was $720 million, compared to adjusted net revenues of $692 million and adjusted income before income taxes of $441 million in the prior-year quarter.

Financial highlights for the current quarter (compared to the prior-year quarter):



?Commission revenue increased 2% to $357 million on record contract volumes in
futures and larger average trade sizes in options and futures, tempered by lower
customer stock trading volume.
?Net interest income increased 126% to $637 million on higher benchmark interest
rates and customer credit balances.
?Other income increased $58 million to a gain of $19 million. This increase was
mainly comprised of $39 million related to our U.S. government securities
portfolio, all of which matures within three months, and $19 million related to
our currency diversification strategy.
?Pretax profit margin was 72% for the current quarter, up from 61% in the
prior-year quarter. Adjusted pretax profit margin for the current quarter was
71%, up from 64% in the prior-year quarter.
?Total equity as of March 31, 2023 was $12.2 billion.

In connection with our currency diversification strategy as of March 31, 2023, approximately 24% of our equity was denominated in currencies other than the U.S. dollar. In the current quarter, our currency diversification strategy increased our comprehensive earnings by $20 million (compared to a decrease of $59 million in the prior-year quarter), as the U.S. dollar value of the GLOBAL increased by approximately 0.17%, compared to its value as of December 31, 2022. The effects of our currency diversification strategy are reported as (1) a component of other income (gain of $1 million) in the consolidated statements of comprehensive income and (2) other comprehensive income ("OCI") (gain of $19 million) in the consolidated statements of financial condition and the consolidated statements of comprehensive income. The full effect of the GLOBAL is captured in comprehensive income.

Certain Trends and Uncertainties

We believe that our current operations may be favorably or unfavorably impacted by the following trends that may affect our financial condition and results of operations:

•Retail participation in the equity markets has fluctuated in the past due to investor sentiment, market conditions and a variety of other factors. Retail transaction volumes may not be sustainable and are not predictable.

?Consolidation among market centers may adversely affect the value of our IB SmartRoutingSM software.

?Price competition among broker-dealers may continue to intensify.

•Benchmark interest rates have fluctuated over the past years due to economic conditions. Changes in interest rates may not be predictable.

?Fiscal and/or monetary policy may change and impact the financial services business and securities markets.

•New legislation or modifications to existing regulations and rules could occur in the future. Scrutiny of payment for order flow and order routing practices by regulatory and legislative authorities has increased.



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?The COVID-19 pandemic precipitated unprecedented market conditions with equally unprecedented social and community challenges. The impact of the COVID-19 or another public health emergency going forward will depend on numerous evolving factors that cannot be accurately predicted, including the duration and spread of the pandemic, governmental regulations in response to the pandemic, and the effectiveness of vaccinations and other medical advancements.

?We continue to be exposed to the risks and uncertainties of doing business in international markets, particularly in the heavily regulated brokerage industry. Such risks and uncertainties include political, economic and financial instability, and foreign policy changes. For example, tensions between the U.S. and China have escalated recently, and changes in Chinese governmental oversight of Hong Kong and in the Chinese and Hong Kong capital markets could result in adverse effects on our business and loss of assets we hold in the region. Additionally, although our direct and indirect exposures to Russia and Ukraine are not material, the war in Ukraine and related sanctions have created substantial uncertainty in the global economy and financial markets. We continue to monitor the war and assess any potential impact to our business, including effects relating to currency control restrictions imposed by the Central Bank of Russia and restrictions by the Moscow Stock Exchange regarding the sale of assets by non-Russian residents.

•Our remaining market making activities will continue to be impacted by market structure changes, market conditions, the level of automation of competitors, and the relationship between actual and implied volatility in the equities markets.

See "Risk Factors" in Part I, Item 1A of our Annual Report on Form 10-K, filed with the SEC on February 24, 2023, and elsewhere in this report for a discussion of other risks that may affect our financial condition and results of operations.




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Trading Volumes and Customer Statistics

The tables below present historical trading volumes and customer statistics for our business. Trading volumes are the primary driver in our business. Information on our net interest income can be found elsewhere in this report.



TRADE VOLUMES:

(in thousands, except %)

         Cleared          Non-Cleared                                               Avg. Trades
        Customer       %     Customer       %  Principal       %     Total       %     per U.S.
Period    Trades  Change       Trades  Change     Trades  Change    Trades  Change  Trading Day
2020    620,405               56,834             27,039           704,278                2,795
2021    871,319      40%      78,276      38%    32,621      21%  982,216      39%       3,905
2022    735,619    (16%)      70,049    (11%)    32,863       1%  838,531    (15%)       3,347

1Q2022  212,818               20,671              9,225           242,714                3,915
1Q2023  180,261    (15%)      15,369    (26%)     8,187    (11%)  203,817    (16%)       3,287

4Q2022  165,769               14,923              7,358           188,050                3,009
1Q2023  180,261       9%      15,369       3%     8,187      11%  203,817       8%       3,287


CONTRACT AND SHARE VOLUMES:

(in thousands, except %)

TOTAL

            Options       %    Futures 1       %        Stocks       %
Period  (contracts)  Change  (contracts)  Change      (shares)  Change
2020       624,035              167,078           338,513,068
2021       887,849      42%     154,866     (7%)  771,273,709     128%
2022       908,415       2%     207,138      34%  330,035,586    (57%)

1Q2022     245,343               53,570            97,406,991
1Q2023     247,508       1%      55,197       3%   75,522,066    (22%)

4Q2022     229,441               51,519            75,713,964
1Q2023     247,508       8%      55,197       7%   75,522,066     (0%)


ALL CUSTOMERS

            Options       %    Futures 1       %        Stocks       %
Period  (contracts)  Change  (contracts)  Change      (shares)  Change
2020       584,195              164,555           331,263,604
2021       852,169      46%     152,787     (7%)  766,211,726     131%
2022       873,914       3%     203,933      33%  325,368,714    (58%)

1Q2022     234,790               52,728            95,990,985
1Q2023     239,038       2%      54,577       4%   74,562,384    (22%)

4Q2022     221,855               50,773            74,353,901
1Q2023     239,038       8%      54,577       7%   74,562,384       0%


_________________________

(1)Futures contract volume includes options on futures.




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CLEARED CUSTOMERS

            Options       %    Futures 1       %        Stocks       %
Period  (contracts)  Change  (contracts)  Change      (shares)  Change
2020       518,965              163,101           320,376,365
2021       773,284      49%     151,715     (7%)  752,720,070     135%
2022       781,373       1%     202,145      33%  314,462,672    (58%)

1Q2022     212,628               52,264            92,860,481
1Q2023     209,605     (1%)      53,957       3%   72,041,499    (22%)

4Q2022     194,962               50,326            71,924,864
1Q2023     209,605       8%      53,957       7%   72,041,499       0%


PRINCIPAL TRANSACTIONS

            Options       %    Futures 1       %      Stocks       %
Period  (contracts)  Change  (contracts)  Change    (shares)  Change
2020        39,840                2,523           7,249,464
2021        35,680    (10%)       2,079    (18%)  5,061,983    (30%)
2022        34,501     (3%)       3,205      54%  4,666,872     (8%)

1Q2022      10,553                  842           1,416,006
1Q2023       8,470    (20%)         620    (26%)    959,682    (32%)

4Q2022       7,586                  746           1,360,063
1Q2023       8,470      12%         620    (17%)    959,682    (29%)


________________________

(1)Futures contract volume includes options on futures.

CUSTOMER STATISTICS:



Year over Year                                  1Q2023    1Q2022   % Change
Total Accounts (in thousands)                    2,195     1,809        21%
Customer Equity (in billions) 1                $ 343.1   $ 355.9       (4%)

Cleared DARTs (in thousands) 2                   1,845     2,234      (17%)
Total Customer DARTs (in thousands) 2            2,054     2,522      (19%)

Cleared Customers Commission per Cleared Commissionable Order 3 $ 3.16 $ 2.57 23% Cleared Avg. DARTs per Account (Annualized) 214 321 (33%)




Consecutive Quarters                            1Q2023    4Q2022   % Change
Total Accounts (in thousands)                    2,195     2,091         5%
Customer Equity (in billions) 1                $ 343.1   $ 306.7        12%

Cleared DARTs (in thousands) 2                   1,845     1,689         9%
Total Customer DARTs (in thousands) 2            2,054     1,889         9%

Cleared Customers Commission per Cleared Commissionable Order 3 $ 3.16 $ 3.15 0% Cleared Avg. DARTs per Account (Annualized) 214 206 4%




________________________

(1)Excludes non-customers.

(2)Daily average revenue trades ("DARTs") are based on customer orders.

(3)Commissionable order - a customer order that generates commissions.



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Results of Operations

The table below presents our consolidated results of operations for the periods indicated. The period-to-period comparisons below of financial results are not necessarily indicative of future results.



                                                       Three Months Ended March 31,
                                                          2023               2022

                                                    (in millions, except share and per
                                                              share amounts)

Revenues
Commissions                                         $            357    $         349
Other fees and services                                           43               53
Other income (loss)                                               19              (39)
Total non-interest income                                        419              363

Interest income                                                1,347              332
Interest expense                                                (710)             (50)
Total net interest income                                        637              282
Total net revenues                                             1,056              645

Non-interest expenses
Execution, clearing and distribution fees                         95               71
Employee compensation and benefits                               128              111
Occupancy, depreciation and amortization                          24               22
Communications                                                     9                8
General and administrative                                        36               38
Customer bad debt                                                  3                1
Total non-interest expenses                                      295              251
Income before income taxes                                       761              394
Income tax expense                                                61               28
Net income                                                       700              366
Less net income attributable to noncontrolling
interests                                                        552              293
Net income available for common stockholders        $            148    $          73

Earnings per share
Basic                                               $            1.44   $         0.74
Diluted                                             $            1.42   $         0.74

Weighted average common shares outstanding
Basic                                                    102,958,660       98,226,147
Diluted                                                  104,042,571       99,224,776

Comprehensive income
Net income available for common stockholders        $             148   $           73
Other comprehensive income
Cumulative translation adjustment, before income
taxes                                                               5             (10)
Income taxes related to items of other
comprehensive income                                                -                -
Other comprehensive income (loss), net of tax                       5             (10)
Comprehensive income available for common
stockholders                                        $             153   $           63

Comprehensive income attributable to
noncontrolling interests
Net income attributable to noncontrolling
interests                                           $             552   $          293
Other comprehensive income - cumulative
translation adjustment                                             14             (31)
Comprehensive income attributable to
noncontrolling interests                            $             566   $          262



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Three Months Ended March 31, 2023 ("current quarter") compared to the Three Months Ended March 31, 2022 ("prior-year quarter")

Net Revenues

Total net revenues, for the current quarter, increased $411 million, or 64%, compared to the prior-year quarter, to $1,056 million. The increase in net revenues was due to higher net interest income, other income and commissions, partially offset by lower other fees and services.

Commissions

We earn commissions from our cleared customers for whom we act as an executing and clearing broker and from our non-cleared customers for whom we act as an execution-only broker. Our commission structure allows customers to choose between (1) an all-inclusive fixed, or "bundled", rate; (2) a tiered, or "unbundled", rate that offers lower commissions for high volume customers where we pass through regulatory and exchange fees; and (3) our IBKR LiteSM offering, which provides commission-free trades on U.S. exchange-listed stocks and ETFs. Instead of commission revenue, IBKR LiteSM trades generate payments from market makers and others to whom we route these orders, which are reported in commissions. Our commissions are geographically diversified.

Commissions, for the current quarter, increased $8 million, or 2%, compared to the prior-year quarter, to $357 million, driven higher customer volume in futures and larger average trade sizes in options and futures, partially offset by lower customer trading volumes in stocks. Total customer options and futures contracts volumes increased 2% and 4%, respectively, while stock share volume decreased 22% from high trading volume, primarily in lower-priced stocks in the prior-year quarter. Total DARTs for cleared and execution-only customers, for the current quarter, decreased 19% to 2.1 million, compared to 2.5 million for the prior-year quarter. DARTs for cleared customers, i.e., customers for whom we execute trades, as well as clear and carry positions, for the current quarter, decreased 17% to 1.8 million, compared to 2.2 million for the prior-year quarter. Average commission per commissionable order for cleared customers, for the current quarter, increased 23% to $3.16, compared to $2.57 for the prior-year quarter, as our customers' trading volume mix included a higher per order contribution from all product categories, particularly from options and stocks.

Other Fees and Services

We earn fee income on services provided to customers, which includes market data fees, risk exposure fees, payments for order flow from exchange-mandated programs, and other fees and services charged to customers.

Other fees and services, for the current quarter, decreased $10 million, or 19%, compared to the prior-year quarter, to $43 million, driven by a $9 million decrease in risk exposure fee income as customers reduced risk, a $2 million decrease in market data fees, and a $2 million decrease in options exchange liquidity payments; partially offset by a $3 million increase in FDIC sweep fees due to higher benchmark interest rates.

Other Income

Other income consists of foreign exchange gains (losses) from our currency diversification strategy, gains (losses) from principal transactions, gains (losses) from our equity method investments, and other revenue not directly attributable to our core business offerings. A discussion of our approach to managing foreign currency exposure is contained in Part I, Item 3 of this Quarterly Report on Form 10-Q entitled "Quantitative and Qualitative Disclosures about Market Risk."

Other income, for the current quarter, increased $58 million, compared to the prior-year quarter, to a gain of $19 million. This increase was mainly comprised of $39 million from our U.S. government securities portfolio which gained $10 million in the current quarter compared to a $29 million loss in the prior-year quarter; and $19 million related to our currency diversification strategy, which gained $1 million in the current quarter compared to a loss of $18 million in the prior-year quarter.

Interest Income and Interest Expense

We earn interest on margin lending to customers secured by marketable securities these customers hold with us; from our investments in U.S. and foreign government securities; from borrowing and lending securities; on deposits (in positive interest rate currencies) with banks; and on certain customers' cash balances in negative rate currencies. We pay interest on customer cash balances (in sufficiently positive interest rate currencies); for borrowing and lending securities; on deposits (in negative interest rate currencies) with banks; and on our borrowings.

Net interest income (interest income less interest expense), for the current quarter, increased $355 million, or 126%, compared to the prior-year quarter, to $637 million. The increase in net interest income was driven by higher benchmark interest rates and higher customer credit balances.



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Net interest income on customer balances, for the current quarter, increased $262 million, compared to the prior-year quarter, driven by an $11.4 billion increase in average customer credit balances; an increase in the average federal funds effective rate to 4.51% from 0.12% in the prior-year quarter and higher interest rates outside the U.S. See the "Business Environment" section above in this Item 2 for a further discussion about the change in interest rates in the current quarter.

The Company measures return on interest-earning assets using net interest margin ("NIM"). NIM is computed by dividing the annualized net interest income by the average interest-earning assets for the period. Interest-earning assets consist of cash and securities segregated for regulatory purposes (including U.S. government securities and securities purchased under agreements to resell), customer margin loans, securities borrowed, other interest-earning assets (solely firm assets) and customer cash balances swept into FDIC-insured banks as part of our Insured Bank Deposit Sweep Program. Interest-bearing liabilities consist of customer credit balances, securities loaned, and other interest-bearing liabilities.

Yields are generally a reflection of benchmark interest rates in each currency in which the Company and its customers hold cash balances. Because a meaningful portion of customer cash and margin loans are denominated in currencies other than the U.S. dollar, changes in U.S. benchmark interest rates do not impact the total amount of segregated cash and securities, customer margin loans and customer credit balances. Furthermore, because interest, when benchmark rates are at sufficiently high levels, is paid only on eligible cash credit balances (i.e., balances over $10 thousand or equivalent, in securities accounts with over $100 thousand in equity, and in smaller accounts at reduced rates), changes in benchmark interest rates are not passed through to the total amount of customer credit balances. Finally, the Company's policies with respect to currencies with negative interest rates impact the overall yields on segregated cash and customer credit balances as effective interest rates in those currencies fluctuate.

We earn income on securities loaned and borrowed to support customer long and short stock holdings in margin accounts.

Securities lending generates (1) net interest earned on lending a security, which is based on supply and demand for that security, and (2) interest earned on the cash collateral deposited for the loan of that security, which is based on benchmark interest rates. Because cash collateral from securities lending is held in specially-designated bank accounts for the benefit of customers, in accordance with U.S. customer protection rules, interest on this collateral is reported as net interest on segregated cash. Generally, as benchmark interest rates rise, an increasing portion of the interest earned on securities lending transactions is classified as net interest income on "Segregated cash and securities, net" instead of net interest income on "Securities borrowed and loaned, net".

In the current quarter, average securities borrowed balances increased 40% to $4.9 billion, and average securities loaned balances decreased 23% to $8.6 billion, compared to the prior-year quarter. Net interest earned from securities lending is affected by the level of demand for securities positions held by our customers that investors are looking to sell short. During the current quarter, net interest earned from securities lending transactions decreased $22 million or 20%, compared to the prior-year quarter. Securities lending opportunities maintained a strong pace during the current quarter. However, the rise in benchmark interest rates has shifted a portion of the interest reported as generated by lending securities to interest income on segregated cash (see further explanation above). It should be noted that securities lending transactions entered into to support customer activity may produce interest income (expense) that is offset by interest expense (income) related to customer balances.

Our Stock Yield Enhancement Program provides an opportunity for customers with fully-paid stock to allow us to lend it out. We pay customers a rebate on the cash collateral generally equal to 50% of a market-based rate for lending the shares. We place cash and/or U.S. Treasury securities as collateral securing the loans in the customer's account, which is held in segregated accounts or at an affiliate acting as collateral agent for the benefit of our customer.




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The table below presents net interest income information corresponding to
interest-earning assets and interest-bearing liabilities for the periods
indicated.

                                           Three Months Ended March 31,
                                            2023                     2022

                                                  (in millions)

Average interest-earning assets
Segregated cash and securities        $        59,679             $  43,287
Customer margin loans                          39,303                47,141
Securities borrowed                             4,868                 3,467
Other interest-earning assets                   9,777                 8,211
FDIC sweeps 1                                   2,428                 2,219
                                      $       116,055             $ 104,325

Average interest-bearing liabilities
Customer credit balances              $        95,802             $  84,394
Securities loaned                               8,571                11,089
Other interest-bearing liabilities                  1                    12
                                      $       104,374             $  95,495

Net Interest income
Segregated cash and securities, net   $            603            $       7
Customer margin loans 2                            477                  149
Securities borrowed and loaned, net                 88                  110
Customer credit balances, net 2                  (653)                    9
Other net interest income 1,3                     125                     8
Net interest income 3                 $           640             $     283

Net interest margin ("NIM")                      2.24%                 1.10%

Annualized Yields
Segregated cash and securities                   4.10%                 0.07%
Customer margin loans                            4.92%                 1.28%
Customer credit balances                         2.76%                -0.04%


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(1)Represents the average amount of customer cash swept into FDIC-insured banks
as part of our Insured Bank Deposit Sweep Program. This item is not recorded in
the Company's condensed consolidated statements of financial condition.
Income derived from program deposits is reported in other net interest income in
the table above.
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(2)Interest income and interest expense on customer margin loans and customer
credit balances, respectively, are calculated on daily cash balances within each
customer's account on a net basis, which may result in an offset of balances
across multiple account segments (e.g., between securities and commodities
segments).

(3)Includes income from financial instruments that has the same characteristics as interest, but is reported in other fees and services and other income in the Company's condensed consolidated statements of comprehensive income. For the three months ended March 31, 2023 and 2022, $3 million and $1 million were reported in other fees and services, respectively, and $0 and $0 million were reported in other income, respectively. ?

Non-Interest Expenses

Non-interest expenses, for the current quarter, increased $44 million, or 18%, compared to the prior-year quarter, to $295 million, mainly due to a $24 million increase in execution and clearing fees, a $17 million increase in employee compensation and benefits, a $2 million increase in occupancy, depreciation and amortization expenses, and a $2 million increase in customer bad debt expense. As a percentage of total net revenues, non-interest expenses were 28% for the current quarter and 39% for the prior-year quarter.




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Execution, Clearing and Distribution Fees

Execution, clearing and distribution fees include the costs of executing and clearing trades, net of liquidity rebates received from various exchanges and market centers, as well as regulatory fees and market data fees. Execution fees are paid primarily to electronic exchanges and market centers on which we trade. Clearing fees are paid to clearing houses and clearing agents. Market data fees are paid to third parties to receive streaming price quotes and related information.

Execution, clearing and distribution fees, for the current quarter, increased $24 million, or 34%, compared to the prior-year quarter, to $95 million, mainly driven by a $20 million increase in exchanges fees on higher customer trading volumes in futures and options, and lower liquidity rebates; and a $5 million increase in regulatory transaction fees due to higher SEC and FINRA fee rates. As a percentage of total net revenues, execution, clearing and distribution fees were 9% for the current quarter and 11% for the prior-year quarter.

Employee Compensation and Benefits

Employee compensation and benefits include salaries, bonuses and other incentive compensation plans, group insurance, contributions to benefit programs and other related employee costs.

Employee compensation and benefits expenses, for the current quarter, increased $17 million, or 15%, compared to the prior-year quarter, to $128 million, associated with an 8% increase in the average number of employees to 2,846 for the current quarter, compared to 2,627 for the prior-year quarter. We continued to add staff worldwide in software development, information technology services and compliance. As we continue to grow, our focus on automation has allowed us to maintain a relatively small staff. As a percentage of total net revenues, employee compensation and benefits expenses were 12% for the current quarter and 17% for the prior-year quarter. Employee compensation and benefits expenses as a percentage of adjusted net revenues were 13% for the current quarter and 16% for the prior-year quarter.

Occupancy, Depreciation and Amortization

Occupancy expenses consist primarily of rental payments on office and data center leases and related occupancy costs, such as utilities. Depreciation and amortization expenses result from the depreciation of fixed assets, such as computing and communications hardware, as well as amortization of leasehold improvements and capitalized in-house software development.

Occupancy, depreciation and amortization expenses, for the current quarter, increased $2 million, or 9%, compared to the prior-year quarter, to $24 million, mainly due to higher costs related to the expansion of our physical space for both offices and data centers. As a percentage of total net revenues, occupancy, depreciation and amortization expenses were 2% for the current quarter and 3% for the prior-year quarter.

Communications

Communications expenses consist primarily of the cost of voice and data telecommunications lines supporting our business, including connectivity to exchanges and market centers around the world.

Communications expenses, for the current quarter increased $1 million, or 13%, compared to the prior-year quarter, to $9 million. As a percentage of total net revenues, communications expenses were 1% for both the current quarter and the prior-year quarter.

General and Administrative

General and administrative expenses consist primarily of advertising; professional services expenses, such as legal and audit work; legal and regulatory matters; and other operating expenses.

General and administrative expenses, for the current quarter, decreased $2 million, or 5%, compared to the prior-year quarter, to $36 million, primarily due lower advertising and legal expenses. As a percentage of total net revenues, general and administrative expenses were 3% for the current quarter and 6% for the prior-year quarter.

Customer Bad Debt

Customer bad debt expense consists primarily of losses incurred by customers in excess of their assets with us, net of amounts recovered by us.

Customer bad debt expense, for the current quarter, increased $2 million, compared to the prior-year quarter, to $3 million. ?



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Income Tax Expense

We pay U.S. federal, state and local income taxes on our taxable income, which is proportional to the percentage we own of IBG LLC. Also, our operating subsidiaries are subject to income tax in the respective jurisdictions in which they operate.

Income tax expense, for the current quarter, increased $33 million, or 118%, compared to the prior-year quarter, to $61 million, primarily due to (1) higher income before taxes and, in aggregate, higher effective tax rates, at our operating subsidiaries outside the U.S.; and (2) higher income before income taxes subject to U.S. income tax at IBG, Inc.

The table below presents information about our income tax expense for the periods indicated.

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