Biggest changeThese measures, including the adjustments and their related income tax effect and other tax adjustments (in millions, except for percentages and per share amounts), are as follows: Exchanges Segment Fixed Income and Data Services Segment Mortgage Technology Segment Consolidated Year Ended December 31, Year Ended December 31, Year Ended December 31, Year Ended December 31, Operating income adjustments: 2023 2022 2021 2023 2022 2021 2023 2022 2021 2023 2022 2021 Total revenues, less transaction-based expenses $ 4,440 $ 4,071 $ 3,856 $ 2,231 $ 2,092 $ 1,883 $ 1,317 $ 1,129 $ 1,407 $ 7,988 $ 7,292 $ 7,146 Operating expenses 1,281 1,209 1,333 1,420 1,373 1,354 1,593 1,072 1,010 4,294 3,654 3,697 Less: Amortization of acquisition-related intangibles 65 67 73 168 180 180 515 363 369 748 610 622 Less: Transaction and integration costs — — 59 — — — 269 91 39 269 91 98 Less: Other 17 — — — — — — — — 17 — — Adjusted operating expenses $ 1,199 $ 1,142 $ 1,201 $ 1,252 $ 1,193 $ 1,174 $ 809 $ 618 $ 602 $ 3,260 $ 2,953 $ 2,977 Operating income/(loss) $ 3,159 $ 2,862 $ 2,523 $ 811 $ 719 $ 529 $ (276) $ 57 $ 397 $ 3,694 $ 3,638 $ 3,449 Adjusted operating income $ 3,241 $ 2,929 $ 2,655 $ 979 $ 899 $ 709 $ 508 $ 511 $ 805 $ 4,728 $ 4,339 $ 4,169 Operating margin 71 % 70 % 65 % 36 % 34 % 28 % (21) % 5 % 28 % 46 % 50 % 48 % Adjusted operating margin 73 % 72 % 69 % 44 % 43 % 38 % 39 % 45 % 57 % 59 % 59 % 58 % Non-operating income adjustments: Net income attributable to ICE common stockholders $ 2,368 $ 1,446 $ 4,058 Add: Amortization of acquisition-related intangibles 748 610 622 Add: Transaction and integration costs 269 91 98 Less: Gain on sale and fair value adjustment of equity investments and dividends received, net — (41) (1,321) Less: Gain on deconsolidation of Bakkt — — (1,419) Add: Net losses from and impairment of unconsolidated investees 122 1,340 42 Add/(Less): Net interest (income)/expense on pre-acquisition-related debt and debt extinguishment (12) 89 4 Add: Other 196 9 9 Add/(Less): Net income tax effect for the above items and deferred tax adjustments (309) (579) 587 Add/(Less): Deferred tax adjustments on acquisition-related intangibles (126) 9 183 Less: Other tax adjustments $ (79) $ — $ — Adjusted net income attributable to ICE common stockholders $ 3,177 $ 2,974 $ 2,863 Diluted earnings per share attributable to ICE common stockholders $ 4.19 $ 2.58 $ 7.18 Adjusted diluted earnings per share attributable to ICE common stockholders $ 5.62 $ 5.30 $ 5.06 Diluted weighted average common shares outstanding 565 561 565 Amortization of acquisition-related intangibles are included in non-GAAP adjustments as excluding these non-cash expenses provides greater clarity regarding our financial strength and stability of cash operating results. 75 Transaction and integration costs are included as part of our core business expenses, except for those that are directly related to the announcement, closing, financing or termination of a transaction.
Biggest changeThese measures, including the adjustments and their related income tax effect and other tax adjustments (in millions, except for percentages and per share amounts), are as follows: 72 Exchanges Segment Fixed Income and Data Services Segment Mortgage Technology Segment Consolidated Year Ended December 31, Operating income adjustments: 2024 2023 2022 2024 2023 2022 2024 2023 2022 2024 2023 2022 Total revenues, less transaction-based expenses $ 4,959 $ 4,440 $ 4,071 $ 2,298 $ 2,231 $ 2,092 $ 2,022 $ 1,317 $ 1,129 $ 9,279 $ 7,988 $ 7,292 Operating expenses 1,323 1,281 1,209 1,455 1,420 1,373 2,192 1,593 1,072 4,970 4,294 3,654 Less: Amortization of acquisition-related intangibles 67 65 67 152 168 180 792 515 363 1,011 748 610 Less: Transaction and integration costs — — — — — — 102 269 91 102 269 91 Less: Regulatory matters 5 11 — 10 — — — — — 15 11 — Less: Other 11 6 — 21 — — — — — 32 6 — Adjusted operating expenses $ 1,240 $ 1,199 $ 1,142 $ 1,272 $ 1,252 $ 1,193 $ 1,298 $ 809 $ 618 $ 3,810 $ 3,260 $ 2,953 Operating income/(loss) $ 3,636 $ 3,159 $ 2,862 $ 843 $ 811 $ 719 $ (170) $ (276) $ 57 $ 4,309 $ 3,694 $ 3,638 Adjusted operating income $ 3,719 $ 3,241 $ 2,929 $ 1,026 $ 979 $ 899 $ 724 $ 508 $ 511 $ 5,469 $ 4,728 $ 4,339 Operating margin 73 % 71 % 70 % 37 % 36 % 34 % (8) % (21) % 5 % 46 % 46 % 50 % Adjusted operating margin 75 % 73 % 72 % 45 % 44 % 43 % 36 % 39 % 45 % 59 % 59 % 59 % Net income adjustments: Net income attributable to ICE $ 2,754 $ 2,368 $ 1,446 Add: Amortization of acquisition-related intangibles 1,011 748 610 Add: Transaction and integration costs 102 269 91 (Less)/Add: Litigation and regulatory matters (145) 11 9 Add: Net losses from and impairment of unconsolidated investees 62 122 1,340 Add/(Less): Loss/(Gain) on sale and fair value adjustments of equity investments and dividends received 1 3 (41) (Less)/Add: Net interest (income)/expense on pre-acquisition-related debt and debt extinguishment — (12) 89 Add: Other 26 182 — Less: Net income tax effect for the above items and deferred tax adjustments (268) (309) (579) (Less)/Add: Deferred tax adjustments on acquisition-related intangibles (43) (126) 9 Less: Other tax adjustments (3) (79) — Adjusted net income attributable to ICE $ 3,497 $ 3,177 $ 2,974 Diluted earnings per share attributable to ICE common stockholders $ 4.78 $ 4.19 $ 2.58 Adjusted diluted earnings per share attributable to ICE common stockholders $ 6.07 $ 5.62 $ 5.30 Diluted weighted average common shares outstanding 576 565 561 Amortization of acquisition-related intangibles are included in non-GAAP adjustments as excluding these non-cash expenses provides greater clarity regarding our financial strength and stability of cash operating results.
These 2023 tax benefits were partially offset by the impact of the U.K. corporate income tax increase from 19% to 25% effective April 1, 2023 and the tax impact of certain non-deductible Black Knight acquisition costs.
These benefits were partially offset by the impact of the U.K. corporate income tax increase from 19% to 25% effective April 1, 2023, and the tax impact of certain non-deductible Black Knight acquisition costs.
If the fair value of the goodwill or indefinite-lived intangible asset is less than its carrying value, an impairment loss is recognized in earnings in an amount equal to the difference. Alternatively, we may choose to bypass the qualitative option and perform quantitative testing to determine if the fair value is less than the carrying value.
Alternatively, we may choose to bypass the qualitative option and perform quantitative testing to determine if the fair value is less than the carrying value. If the fair value of the goodwill or indefinite-lived intangible asset is less than its carrying value, an impairment loss is recognized in earnings in an amount equal to the difference.
We also provide solutions that provide consumers with access to customized, timely information about their mortgages and allow our clients’ customer service representatives to access the same customer information, which is key to increasing borrower retention. Another servicing solution provides clients, third-party providers and their developers access to our growing catalog of APIs across the mortgage life cycle.
We also provide solutions that provide consumers with access to customized, timely information about their mortgages and allow our clients’ customer service representatives to access the same customer information, which is key to increasing borrower retention. Another 60 servicing solution provides clients, third-party providers and their developers access to our growing catalog of APIs across the mortgage life cycle.
Significant assumptions typically include revenue growth rates and expense synergies that form the basis of the forecasted results and the discount rate. Our goodwill and other indefinite-lived intangible assets are evaluated for impairment annually in our fiscal fourth quarter or more frequently if conditions exist that indicate that the value may be impaired.
Significant assumptions 76 typically include revenue growth rates and expense synergies that form the basis of the forecasted results and the discount rate. Our goodwill and other indefinite-lived intangible assets are evaluated for impairment annually in our fiscal fourth quarter or more frequently if conditions exist that indicate that the value may be impaired.
These Section 31 fees are assessed to recover the government’s costs of supervising and regulating the securities markets and professionals and are subject to change. We, in turn, collect corresponding activity assessment fees from member organizations clearing or settling trades on the equities and options exchanges, and recognize these amounts in our transaction and clearing revenues when invoiced.
These Section 31 fees are 54 assessed to recover the government’s costs of supervising and regulating the securities markets and professionals and are subject to change. We, in turn, collect corresponding activity assessment fees from member organizations clearing or settling trades on the equities and options exchanges, and recognize these amounts in our transaction and clearing revenues when invoiced.
We have made a policy election to recognize such taxes as current period expenses when incurred. We do not recognize a tax benefit unless we conclude that it is more likely than not that the benefit will be sustained on audit by the taxing authority based solely on the technical merits of the associated tax position.
We have made a policy election to recognize such taxes as current period expenses when incurred. 77 We do not recognize a tax benefit unless we conclude that it is more likely than not that the benefit will be sustained on audit by the taxing authority based solely on the technical merits of the associated tax position.
These products, which span major asset classes including futures, equities, fixed income and U.S. residential mortgages, provide our customers with access to mission critical tools that are designed to increase asset class transparency and workflow efficiency. The majority of our identifiable assets are located in the U.S. and U.K.
Our products, which span major asset classes including futures, equities, fixed income and U.S. residential mortgages, provide our customers with access to mission critical tools that are designed to increase asset class transparency and workflow efficiency. The majority of our identifiable assets are located in the U.S. and U.K.
On May 23, 2022, we issued $8.0 billion in aggregate principal amount of new senior notes, comprised of the following: • $1.25 billion in aggregate principal amount of 3.65% senior notes due in 2025, or the 2025 Notes; 72 • $1.5 billion in aggregate principal amount of 4.00% senior notes due in 2027, or the 2027 Notes; • $1.25 billion in aggregate principal amount of 4.35% senior notes due in 2029, or the 2029 Notes; • $1.5 billion in aggregate principal amount of 4.60% senior notes due in 2033, or the 2033 Notes; • $1.5 billion in aggregate principal amount of 4.95% senior notes due in 2052, or the 2052 Notes; and • $1.0 billion in aggregate principal amount of 5.20% senior notes due in 2062, or the 2062 Notes.
On May 23, 2022, we issued $8.0 billion in aggregate principal amount of new senior notes, comprised of the following: • $1.25 billion in aggregate principal amount of 3.65% senior notes due in 2025, or the 2025 Notes; • $1.5 billion in aggregate principal amount of 4.00% senior notes due in 2027, or the 2027 Notes; • $1.25 billion in aggregate principal amount of 4.35% senior notes due in 2029, or the 2029 Notes; • $1.5 billion in aggregate principal amount of 4.60% senior notes due in 2033, or the 2033 Notes; • $1.5 billion in aggregate principal amount of 4.95% senior notes due in 2052, or the 2052 Notes; and • $1.0 billion in aggregate principal amount of 5.20% senior notes due in 2062, or the 2062 Notes.
In addition, our data offerings include near real-time industry and peer benchmarking tools, which provide originators a granular view into the real-time trends of the U.S. residential mortgage market, as well as credit and prepayment models, custom and proprietary analytics, valuation, and MLS solutions.
In addition, our data offerings include real-time industry and peer benchmarking tools, which provide originators a granular view into the real-time trends of the U.S. residential mortgage market, as well as credit and prepayment models, custom and proprietary analytics, valuation, and MLS solutions.
As a result, we may incur acquisition-related transaction costs in future periods. 66 Technology and Communication Expenses Technology support services consist of costs for running our wholly-owned data centers, hosting costs paid to third-party data centers, and maintenance of our computer hardware and software required to support our technology and cybersecurity.
As a result, we may incur acquisition-related transaction costs in future periods. Technology and Communication Expenses Technology support services consist of costs for running our wholly-owned data centers, hosting costs paid to third-party data centers, and maintenance of our computer hardware and software required to support our technology and cybersecurity.
We use these adjusted results because we believe they more clearly highlight trends in 74 our business that may not otherwise be apparent when relying solely on GAAP financial measures, since these measures eliminate from our results specific financial items that have less bearing on our core operating performance.
We use these adjusted results because we believe they more clearly highlight trends in our business that may not otherwise be apparent when relying solely on GAAP financial measures, since these measures eliminate from our results specific financial items that have less bearing on our core operating performance.
It is also not possible to reasonably predict whether or not the applicable statutes of limitations might expire without us being examined by any particular tax authority. See Note 13 to our consolidated financial statements for additional information on our UTBs.
It is also not possible to reasonably predict whether or not the applicable statutes of limitations 75 might expire without us being examined by any particular tax authority. See Note 13 to our consolidated financial statements for additional information on our UTBs.
Foreign currency transaction gains and losses are recorded in other income/(expense), net, when the settlement of foreign currency assets, liabilities and payables occur in non-functional currencies and there is an increase or decrease in the period-end foreign currency exchange rates between periods.
Foreign currency transaction gains and losses are recorded in other income/(expense), net, when the settlement of foreign currency assets, liabilities and payables occur in non-functional currencies and there is an increase or decrease in the period-end foreign 65 currency exchange rates between periods.
Treasury securities) and supranational debt instruments (Euro cash deposits only) with short dated maturities. • Security Issuer Risk: Security issuer risk is the risk that an issuer of a security defaults on the payment when the security matures or debt is serviced.
Treasury securities) and supranational debt instruments (Euro cash deposits only) with short dated maturities. 80 • Security Issuer Risk: Security issuer risk is the risk that an issuer of a security defaults on the payment when the security matures or debt is serviced.
These estimates and assumptions require management’s judgment, and changes to these estimates and assumptions, as a result of changing economic and competitive conditions, could materially affect the 79 determination of fair value and/or impairment.
These estimates and assumptions require management’s judgment, and changes to these estimates and assumptions, as a result of changing economic and competitive conditions, could materially affect the determination of fair value and/or impairment.
We report our results in the following three segments: • Exchanges: We operate regulated marketplace technology for the listing, trading and clearing of a broad array of derivatives contracts and financial securities as well as data and connectivity services related to those venues. • Fixed Income and Data Services: We provide fixed income pricing, reference data, indices, analytics and execution services as well as global CDS clearing and multi-asset class data delivery technology. • Mortgage Technology: We provide a technology platform that offers customers comprehensive, digital workflow tools that aim to address inefficiencies and mitigate risks that exist in the U.S. residential mortgage market life cycle from application through closing, servicing and the secondary market.
We report our results in the following three segments: • Exchanges: We operate regulated marketplace technology for the listing, trading and clearing of a broad array of derivatives contracts and financial securities as well as data and connectivity services related to our exchanges and clearing houses. • Fixed Income and Data Services: We provide fixed income pricing, reference data, indices, analytics and execution services as well as global CDS clearing and multi-asset class data delivery technology. • Mortgage Technology: We provide a technology platform that offers customers comprehensive, digital workflow tools that aim to address inefficiencies and mitigate risks that exist in the U.S. residential mortgage market life cycle from application through closing, servicing and the secondary market.
Acquisition-Related Transaction and Integration Costs In 2023, we incurred $269 million in acquisition-related transaction and integration costs primarily due to legal, consulting and integration expenses related to our acquisition and integration of Black Knight and our integration of Ellie Mae.
In 2023, we incurred $269 million in acquisition-related transaction and integration costs primarily due to legal, banker, consulting and integration expenses related to our acquisition and integration of Black Knight and our integration of Ellie Mae.
The table below outlines our adjusted operating expenses, adjusted operating income, adjusted operating margin, adjusted net income attributable to ICE common stockholders and adjusted diluted earnings per share, which are non-GAAP measures that are calculated by making adjustments for items we view as not reflective of our cash operations and core business performance.
The table below outlines our adjusted operating expenses, adjusted operating income, adjusted operating margin, adjusted net income attributable to ICE and adjusted diluted earnings per share, which are non-GAAP measures that are calculated by making adjustments for items we view as not reflective of our cash operations and core business performance.
Other than the facilities for the ICE Clearing Houses, our Credit Facility, our Term Loan and our Commercial Paper Program are currently the only significant agreements or arrangements that we have for liquidity and capital resources with third parties. See Notes 10 and 14 to our consolidated financial statements for further discussion.
Other than the facilities for the ICE Clearing Houses, our Credit Facility and our Commercial Paper Program are currently the only significant agreements or arrangements that we have for liquidity and capital resources with third parties. See Notes 10 and 14 to our consolidated financial statements for further discussion.
Cash liquidity payments, routing and clearing fees were $1.6 billion and $1.8 billion in 2023 and 2022, respectively. Operating Expenses, Operating Income and Operating Margin The following chart summarizes our Exchanges segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
Cash liquidity payments, routing and clearing fees were $1.8 billion and $1.6 billion in 2024 and 2023, respectively. Operating Expenses, Operating Income and Operating Margin The following chart summarizes our Exchanges segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
See the factors set forth under the heading “ Forward Looking Statements” at the beginning of Part 1 of this Annual Report and in Item 1(A) under the heading “Risk Factors.” For discussion related to the results of operations and changes in financial condition for 2022 compared to 2021 refer to Part II, Item 7.
See the factors set forth under the heading “ Forward Looking Statements” at the beginning of Part 1 of this Annual Report and in Item 1(A) under the heading “Risk Factors.” For discussion related to the results of operations and changes in financial condition for 2023 compared to 2022 refer to Part II, Item 7.
This does not adjust for year-over-year foreign exchange fluctuations. 60 Operating Expenses, Operating Income and Operating Margin The following chart summarizes our Fixed Income and Data Services segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
This does not adjust for year-over-year foreign exchange fluctuations. 57 Operating Expenses, Operating Income and Operating Margin The following chart summarizes our Fixed Income and Data Services segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
Tax Policy Changes The Organisation for Economic Cooperation and Development, or OECD, Global Anti-Base Erosion Pillar Two minimum tax rules, or Pillar Two, which generally provide for a minimum effective tax rate of 15%, are intended to apply to tax years beginning in 2024.
The Organisation for Economic Cooperation and Development, or OECD, Global Anti-Base Erosion Pillar Two minimum tax rules, or Pillar Two, which generally provide for a minimum effective tax rate of 15%, are intended to apply to tax years beginning in 2024.
In both 2023 and 2022, 11%, of our Fixed Income and Data Services segment revenues were billed in pounds sterling or euros. As the pound sterling or euro exchange rate changes, the U.S. equivalent of revenues denominated in foreign currencies changes accordingly.
In both 2024 and 2023, 11% of our Fixed Income and Data Services segment revenues were billed in pounds sterling or euros. As the pound sterling or euro exchange rate changes, the U.S. equivalent of revenues denominated in foreign currencies changes accordingly.
The EU member states and many other countries, including the U.K., our most significant non-US jurisdiction, have committed to implement or have already enacted legislation adopting the Pillar Two rules. In July 2023, the U.K. enacted the U.K.
The EU member states and many other countries, including the U.K., our most significant non-U.S. jurisdiction, have committed to implement or have already enacted legislation adopting the Pillar Two rules. In July 2023, the U.K. enacted the U.K.
Equity options revenues, net of transaction-based expenses, were $115 million and $103 million in 2023 and 2022, respectively. • OTC and Other: OTC and other transactions include revenues from our OTC energy business and other trade confirmation services, as well as interest income on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, exchange membership fees and agricultural grading and certification fees.
Equity options revenues, net of transaction-based expenses, were $124 million and $115 million in 2024 and 2023, respectively. • OTC and Other: OTC and other transactions include revenues from our OTC energy business and other trade confirmation services, as well as net interest income and fees on certain clearing margin deposits, regulatory penalties and fines, fees for use of our facilities, regulatory fees charged to member organizations of our U.S. securities exchanges, designated market maker service fees, exchange membership fees and agricultural grading and certification fees.
We recognize specifically identifiable intangibles, such as customer relationships, trademarks, technology, trading products, data, exchange registrations, backlog, trade names and licenses when a specific right or contract is acquired.
We recognize specifically identifiable intangibles, such as customer relationships, developed technology, trading products, data and databases, trademarks and trade names, exchange registrations, backlog, and licenses when a specific right or contract is acquired.
We entered into foreign currency hedging transactions during 2023 and 2022 as economic hedges to help mitigate a portion of our foreign exchange risk exposure and may enter into additional hedging transactions in the future to help mitigate our foreign exchange risk exposure.
We entered into foreign currency hedging transactions during 2024 and 2023 as economic hedges to help mitigate a portion of our foreign exchange risk exposure and may enter into additional hedging transactions in the future to help mitigate our foreign exchange risk exposure.
Due to the fluctuations of the pound sterling and euro compared to the U.S. dollar during 2023, our Fixed Income and Data Services revenues were higher by $3 million in 2023 than in 2022.
Due to the fluctuations of the pound sterling and euro compared to the U.S. dollar during 2024, our Fixed Income and Data Services revenues were higher by $3 million in 2024 than in 2023.
Included in the acquisition-related transaction and integration costs was $55 million of Black Knight replacement restricted stock awards that accelerated due to the Divestitures and certain terminations. We expect to continue to explore and pursue various potential acquisitions and other strategic opportunities to strengthen our competitive position and support our growth.
Included in the acquisition-related transaction and integration costs in 2023 were $55 million of Black Knight replacement restricted stock awards that accelerated due to the Divestitures and certain terminations. We expect to continue to explore and pursue various potential acquisitions and other strategic opportunities to strengthen our competitive position and support our growth.
Our Commercial Paper notes had original maturities of 4 to 45 days, with a weighted average interest rate of 5.70% per annum and a weighted average maturity of 32 days. Our Term Loan has a maturity date of August 31, 2025 and bears interest at a rate of 6.3% as of December 31, 2023.
Our Commercial Paper notes had original maturities of 4 to 45 days, with a weighted average interest rate of 5.70% per annum and a weighted average maturity of 32 days. Our Term Loan had a maturity date of August 31, 2025 and bore interest at a rate of 6.3% as of December 31, 2023.
For details on trends in recent prior-year periods, refer to our 2022 and 2021 Annual Reports on Form 10-K. 51 Exchanges Segment The following presents selected statements of income data for our Exchanges segment (dollars in millions): (1) The adjusted figures in the charts above are calculated by excluding items that are not reflective of our cash operations and core business performance.
For details on trends in recent prior-year periods, refer to our 2023 and 2022 Annual Reports on Form 10-K. 49 Exchanges Segment The following presents selected statements of income data for our Exchanges segment (dollars in millions): (1) The adjusted figures in the charts above are calculated by excluding items that are not reflective of our cash operations and core business performance.
Management's Discussion and Analysis of Financial Condition and Results of Operations in our 2022 Annual Report on Form 10-K, which was filed with the U.S. Securities and Exchange Commission on February 2, 2023. Overview We are a leading global provider of technology and data to a broad range of customers including financial institutions, corporations and government entities.
Management's Discussion and Analysis of Financial Condition and Results of Operations in our 2023 Annual Report on Form 10-K, which was filed with the U.S. Securities and Exchange Commission on February 8, 2024. Overview We are a leading global provider of technology and data to a broad range of customers including financial institutions, corporations and government entities.
Business Environment and Market Trends Our business environment has been characterized by: • globalization of marketplaces, customers and competitors; • growing customer demand for workflow efficiency and automation; • commodity, interest rate, inflation rate and financial markets volatility and uncertainty; • growing demand for data to inform customers' risk management and investment decisions; • evolving, increasing and disparate regulation across multiple jurisdictions; • price volatility increasing customers' demand for risk management services; • increasing focus on capital and cost efficiencies; • customers' preference to manage risk in markets demonstrating the greatest depth of liquidity and product diversity; • the evolution of existing products and new product innovation to serve emerging customer needs and changing industry agreements; • rising demand for speed, data, data capacity and connectivity by market participants, necessitating increased investment in technology; and • consolidation and increasing competition among global markets for trading, clearing and listings.
Business Environment and Market Trends Our business environment has been characterized by: • globalization of marketplaces, customers and competitors; • growing customer demand for workflow efficiency and automation; • commodity, interest rate, inflation rate and financial markets volatility and uncertainty; • growing demand for data to inform customers' risk management and investment decisions; • evolving, increasing and disparate regulation across multiple jurisdictions; • price volatility increasing customers' demand for risk management services; • increasing focus on capital and cost efficiencies; • customers' preference to manage risk in markets demonstrating the greatest depth of liquidity and product diversity; • the evolution of existing products and new product innovation to serve emerging customer needs and changing industry agreements; • emerging technology initiatives and offerings in our markets, including the use of artificial intelligence and machine learning; • rising demand for speed, data, data capacity and connectivity by market participants, necessitating increased investment in technology; and • consolidation and increasing competition among global markets for trading, clearing and listings.
The activity assessment fees are designed to equal the Section 31 fees. As a result, activity assessment fees and the corresponding Section 31 fees do not have an impact on our net income, although the timing of payment by us will vary from collections. Section 31 fees were $293 million and $499 million in 2023 and 2022, respectively.
The activity assessment fees are designed to equal the Section 31 fees. As a result, activity assessment fees and the corresponding Section 31 fees do not have an impact on our net income, although the timing of payment by us will vary from collections. Section 31 fees were $679 million and $293 million in 2024 and 2023, respectively.
Amounts required to backstop notes outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $1.8 billion is available for working capital and general corporate purposes, including, but not limited to, acting as a backstop to future increases in the amounts outstanding under the Commercial Paper Program.
Amounts required to backstop notes outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $3.2 billion is available for working capital and general corporate purposes, including, but not limited to, acting as a backstop to future increases in the amounts outstanding under the Commercial Paper Program.
Data and Analytics revenues include those related to ICE Mortgage Technology's Data & Document Automation and Mortgage Analyzer solutions, or Analyzer (formerly known as AIQ), which offers customers greater efficiency by streamlining data collection and validation through our automated document recognition and data extraction capabilities. Analyzer revenues can be both recurring and transaction-based in nature.
Data and Analytics revenues include those related to ICE Mortgage Technology's Data & Document Automation and Mortgage Analyzer solutions, or Analyzer, which offers customers greater efficiency by streamlining data collection and validation through our automated document recognition and data extraction capabilities. Analyzer revenues can be both recurring and transaction-based in nature.
As of December 31, 2023, we, through NYSE, have net obligations of $102 million related to our pension and other benefit programs. The date of payment under these net obligations cannot be determined. See Note 17 to our consolidated financial statements for additional information on our pension and other benefit programs.
As of December 31, 2024, we, through NYSE, have net obligations of $82 million related to our pension and other benefit programs. The date of payment under these net obligations cannot be determined. See Note 17 to our consolidated financial statements for additional information on our pension and other benefit programs.
In 2022, after recording our share of Bakkt's equity method losses, which included Bakkt's impairment charge, we recorded an impairment charge on our investment in Bakkt to its fair value as other expense.
During 2022, after recording our share of Bakkt's equity method losses, which included an impairment charge recorded by Bakkt, we recorded an impairment in our investment in Bakkt to its fair value as other expense.
Changes in Accumulated Other Comprehensive Income/ (Loss) from Foreign Currency Translation Adjustments (in millions) Balance, as of January 1, 2021 $ (134) Net current period other comprehensive income/(loss) (16) Balance, as of December 31, 2021 (150) Net current period other comprehensive income/(loss) (128) Balance, as of December 31, 2022 (278) Net current period other comprehensive income/(loss) 48 Balance, as of December 31, 2023 $ (230) The future impact on our business relating to the U.K. leaving the EU and the corresponding regulatory changes are uncertain at this time, including future impacts on currency exchange rates.
Changes in Accumulated Other Comprehensive Income/ (Loss) from Foreign Currency Translation Adjustments (in millions) Balance, as of January 1, 2022 $ (150) Net current period other comprehensive loss (128) Balance, as of December 31, 2022 (278) Net current period other comprehensive income 48 Balance, as of December 31, 2023 (230) Net current period other comprehensive loss (55) Balance, as of December 31, 2024 $ (285) The future impact on our business relating to the U.K. leaving the EU and the corresponding regulatory changes are uncertain at this time, including future impacts on currency exchange rates.
We expect our operating expenses to increase in absolute terms in future periods in connection with the growth of our business, and to vary from year-to-year based on the type and level of our acquisitions, integration of acquisitions, and other investments. In both 2023 and 2022, 9% of our operating expenses were billed in pounds sterling or euros.
We expect our operating expenses to increase in absolute terms in future periods in connection with the growth of our business, and to vary from year-to-year based on the type and level of our acquisitions, integration of acquisitions, and other investments. In 2024 and 2023, 8% and 9%, respectively, of our operating expenses were billed in pounds sterling or euros.
In the event of continued inflation, we believe that we will be able to pass on any price increases to our participants, as the prices that we charge are not governed by long-term contracts. 84
In the event of continued or increased inflation, we believe that we will be able to pass on any price increases to our participants, as the prices that we charge are not governed by long-term contracts. 81
Certain debt activities, such as the early termination of notes, pre-acquisition interest and expense and accelerated amortization of debt costs are not considered to be a part of our core business operations and the impacts of changes in our investments are often non-cash in nature.
We adjust for certain items related to our debt. Certain debt activities, such as the early termination of notes, pre-acquisition interest and expense and accelerated amortization of debt costs are not considered to be a part of our core business operations and the impacts of changes in our investments are often non-cash in nature.
A 10% adverse change in the underlying foreign currency exchange rates as of December 31, 2023, assuming no change in the composition of the foreign currency denominated assets, liabilities and payables and assuming no hedging activity, would result in a foreign currency loss of $1 million.
A 10% adverse change in the underlying foreign currency exchange rates as of December 31, 2024, assuming no change in the composition of the foreign currency denominated assets, liabilities and payables and assuming no hedging activity, would result in a foreign currency loss of $9 million.
We anticipate that there will continue to be growth in the financial information services sector driven by a number of global trends, including the following: • increasing global regulatory demands; • greater use of fair value accounting standards and reliance on independent valuations; 50 • greater emphasis on risk management; • market fragmentation driven by regulatory changes; • the move to passive investing and indexation; • ongoing growth in the size and diversity of financial markets; • increased automation of fixed income, mortgage and other less automated markets; • the development of new data products; • the demand for greater data capacity and connectivity; • new entrants; and • increasing demand for outsourced services by financial institutions.
We anticipate that there will continue to be growth in the financial information services sector driven by a number of global trends, including the following: • increasing or evolving global regulatory demands; • greater use of fair value accounting standards and reliance on independent valuations; • greater emphasis on risk management; 48 • market fragmentation driven by regulatory changes; • the move to passive investing and indexation; • ongoing growth in the size and diversity of financial markets; • increased automation of fixed income, mortgage and other less automated markets; • the development of new data products; • greater use of emerging technologies, including artificial intelligence and machine learning; • the demand for greater data capacity and connectivity; • new entrants; and • increasing demand for outsourced services by financial institutions.
(2) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. Adjusted net income attributable to ICE is presented net of taxes. These adjusted numbers are not calculated in accordance with U.S. GAAP.
(2) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. Adjusted net income attributable to ICE is presented net of taxes. These adjusted numbers are not calculated in accordance with U.S. Generally Accepted Accounting Principles, or U.S. GAAP.
In addition, in 2023 we incurred interest expense of $88 million on borrowings under our Term Loan facility and issuances under our Commercial Paper Program (each as defined in "Liquidity and Capital Resources—Debt"), both of which partially funded the Black Knight acquisition.
In 2024 and 2023, we incurred interest expense of $132 million and $88 million, respectively, on borrowings under our Commercial Paper Program and Term Loan facility (each as defined in "Liquidity and Capital Resources—Debt"), both of which partially funded the Black Knight acquisition.
The combined net periodic expense/(benefit) of these plans was ($2 million) and $2 million in 2023 and 2022, respectively. Non-controlling Interest For consolidated subsidiaries in which our ownership is less than 100%, and for which we have control over the assets, liabilities and management of the entity, the outside stockholders’ interests are shown as non-controlling interests.
The combined net periodic impact of these plans was a $1 million expense and a $2 million benefit in 2024 and 2023, respectively. Non-Controlling Interests For consolidated subsidiaries in which our ownership is less than 100%, and for which we have control over the assets, liabilities and management of the entity, the outside stockholders’ interests are shown as non-controlling interests.
As of December 31, 2023, of the $3.9 billion that was available for borrowing under the Credit Facility, $2.0 billion was required to backstop the amount outstanding under the Commercial Paper Program and $172 million was required to support certain broker-dealer and other subsidiary commitments.
As of December 31, 2024, of the $3.9 billion that was available for borrowing under the Credit Facility, $529 million was required to backstop the amount outstanding under the Commercial Paper Program and $172 million was required to support certain broker-dealer and other subsidiary commitments.
The impact of the foreign currency exchange rate differences in the table below were primarily driven by fluctuations of the pound sterling as compared to the U.S. dollar which were 1.2732, 1.2093 and 1.3524 as of December 31, 2023, 2022, and 2021, respectively.
The impact of the foreign currency exchange rate differences in the table below were primarily driven by fluctuations of the pound sterling as compared to the U.S. dollar which were 1.2514, 1.2732 and 1.2093 as of December 31, 2024, 2023, and 2022, 79 respectively.
(1) 2021, 2022, and 2023 acquisition and integration costs, net of divestitures excludes $1.2 billion, $741 million, and $187 million of proceeds from sales of our Coinbase, Euroclear, and Dun & Bradstreet investments, respectively. 70 We have financed our operations, growth and cash needs primarily through income from operations and borrowings under our various debt facilities.
(1) 2022 and 2023 acquisition and integration costs, net of divestitures excludes $741 million and $187 million of proceeds from sales of our Euroclear and Dun & Bradstreet investments, respectively. 67 We have financed our operations, growth and cash needs primarily through income from operations and borrowings under our various debt facilities.
We believe that adjusted free cash flow eliminates the impact of timing differences related to the payment of Section 31 fees. These figures are not calculated in accordance with U.S. GAAP. See “—Non-GAAP Liquidity Measures” below. • Revenues, less transaction-based expenses, increased $696 million in 2023 from 2022.
We believe that adjusted free cash flow eliminates the impact of timing differences related to the payment of Section 31 fees. These figures are not calculated in accordance with U.S. GAAP. See “—Non-GAAP Liquidity Measures” below. • Revenues, less transaction-based expenses, increased $1.3 billion in 2024 from 2023.
However, we cannot provide assurance that such financing or transactions will be available or successful, or that the terms of such financing or transactions will be favorable to us. See “-Risk Factors" and Note 10 to our consolidated financial statements, included in this Annual Report.
However, we cannot provide assurance that such financing or transactions will be favorable to us. See “-Risk Factors" and Note 10 to our consolidated financial statements, included in this Annual Report.
We expect the macroeconomic environment to remain dynamic in the near-term, and we continue to monitor macroeconomic conditions, including interest rates, the inflationary environment, geopolitical events and military conflicts, including repercussions from the conflicts in Ukraine, Israel and Gaza and the impact that any of the foregoing may have on the global economy and on our business.
We expect the macroeconomic environment to remain dynamic in the near-term, and we continue to monitor macroeconomic conditions, including interest rates, inflation rates, geopolitical events and military conflicts, including repercussions from the conflicts in Ukraine and the Middle East, and the impact that any of the foregoing may have on the global economy and on our business.
We incurred foreign currency transaction losses of $12 million and $9 million in 2023 and 2022, respectively, inclusive of the impact of foreign currency hedging transactions. The foreign currency transaction losses were primarily attributable to the fluctuations of the pound sterling 81 and euro relative to the U.S. dollar.
We incurred foreign currency transaction losses of $15 million and $12 million in 2024 and 2023, respectively, inclusive of the impact of foreign currency hedging transactions. The foreign currency transaction losses were primarily attributable to the fluctuations of the pound sterling and euro relative to the U.S. dollar.
Finance Act 2023, effective as of January 1, 2024, which included provisions to implement certain portions of the OECD Global Anti-Base Erosion Pillar Two minimum tax rules and included an election to apply a transitional safe harbor to extend certain effective dates to accounting periods ending on or before June 30, 2028. These new U.K.
Finance Act 2023, effective as of January 1, 2024, which included provisions to implement certain portions of the OECD Global Anti-Base Erosion Pillar Two minimum tax rules and included an election to apply a transitional safe harbor to extend certain effective dates to accounting periods commencing on or before December 31, 2026 and ending on or before June 30, 2028.
We currently expect to incur capital expenditures (including operational and real estate capital expenditures) and to incur software development costs that are eligible for capitalization ranging in the aggregate between $600 million and $650 million in 2024, which we believe will support the enhancement of our technology, business integration and the continued growth of our businesses.
We currently expect to incur capital expenditures (including operational and real estate capital expenditures) and to incur software development costs that are eligible for capitalization ranging in the aggregate between $730 million and 71 $780 million in 2025, which we believe will support the enhancement of our technology, business integration and the continued growth of our businesses.
These adjusted figures are not calculated in accordance with GAAP. See “- Non-GAAP Financial Measures” below. 61 Mortgage Technology Segment The following charts and table present our selected statements of income data for our Mortgage Technology segment (dollars in millions): (1) Servicing Software is a new revenue category following completion of the Black Knight acquisition.
These adjusted numbers are not calculated in accordance with GAAP. See “- Non-GAAP Financial Measures” below. 58 Mortgage Technology Segment The following charts and table present our selected statements of income data for our Mortgage Technology segment (dollars in millions): (1) Servicing Software was a new revenue category beginning in 2023 following completion of the Black Knight acquisition.
From an operational perspective, our businesses, including our exchanges, clearing houses, listings venues, data services businesses and mortgage platforms, have not suffered a material negative impact as a result of these events in Ukraine, Israel, Gaza and surrounding regions.
From an operational perspective, our businesses, including our exchanges, clearing houses, listings venues, data services businesses and mortgage platforms, have not suffered a material negative impact as a result of the events in Ukraine and the Middle East and surrounding regions.
Refer to Note 14 to our consolidated financial statements for more information on the ICE Clearing Houses' cash and cash equivalent margin deposits and 82 guaranty funds, invested deposits, delivery contracts receivable and unsettled variation margin which were $80.8 billion as of December 31, 2023.
Refer to Note 14 to our consolidated financial statements for more information on the ICE Clearing Houses' cash and cash equivalent margin deposits and guaranty funds, invested deposits, delivery contracts receivable and unsettled variation margin which were $84.3 billion as of December 31, 2024.
The 16% effective tax rate for the current year was below the statutory U.S. federal corporate income tax rate primarily driven by the following factors: favorable audit settlements for historical years, favorable state apportionment changes and the application of the high-tax exception to Global Intangible Low-Taxed Income.
The 16% effective tax rate in 2023 was below the statutory federal income tax rate primarily driven by the following factors: favorable audit settlements for historical years, favorable state apportionment changes and the application of the high-tax exception to Global Intangible Low-Taxed Income.
The increase in revenues includes $115 million in unfavorable foreign exchange effects arising from fluctuations in the U.S. dollar in 2022 as compared to 2021. • Operating expenses increased $640 million in 2023 from 2022.
The increase in operating expenses includes $8 million in unfavorable foreign exchange effects arising from fluctuations in the U.S. dollar in 2024 as compared to 2023. • Operating expenses increased $640 million in 2023 from 2022.
All trading volume below is presented as average net daily trading volume, or ADV, and is single counted: Year Ended December 31, Year Ended December 31, 2023 2022 Change 2022 2021 Change NYSE cash equities (shares in millions): Total cash handled volume 2,231 2,409 (7) % 2,409 2,317 4 % Total cash market share matched 19.9 % 19.9 % — 19.9 % 19.9 % — NYSE equity options (contracts in thousands): NYSE equity options volume 7,900 7,621 4 % 7,621 7,162 6 % Total equity options volume 40,369 38,244 6 % 38,244 37,170 3 % NYSE share of total equity options 19.6 % 19.9 % (0.3 pts) 19.9 % 19.3 % 0.6 pts Revenue capture or rate per contract: Cash equities rate per contract (per 100 shares) $0.048 $0.045 6 % $0.045 $0.042 8 % Equity options rate per contract $0.06 $0.05 7 % $0.05 $0.06 (9) % 57 Handled volume represents the total number of shares of equity securities, ETFs and crossing session activity internally matched on our exchanges or routed to and executed on an external market center.
All trading volume below is presented as average net daily trading volume, or ADV, and is single counted: Year Ended December 31, Year Ended December 31, 2024 2023 Change 2023 2022 Change NYSE cash equities (shares in millions): Total cash handled volume 2,436 2,231 9 % 2,231 2,409 (7) % Total cash market share matched 19.7 % 19.9 % (0.2 pts) 19.9 % 19.9 % — NYSE equity options (contracts in thousands): NYSE equity options volume (ADV) 9,375 7,900 19 % 7,900 7,621 4 % Total equity options volume (ADV) 44,360 40,369 10 % 40,369 38,244 6 % NYSE share of total equity options 21.1 % 19.6 % 1.5 pts 19.6 % 19.9 % (0.3 pts) Revenue capture or rate per contract: Cash equities rate per contract (per 100 shares) $0.050 $0.048 4 % $0.048 $0.045 6 % Equity options rate per contract $0.05 $0.06 (10) % $0.06 $0.05 7 % Handled volume represents the total number of shares of equity securities, ETFs and crossing session activity internally matched on our exchanges or routed to and executed on an external market center.
Our exposure to foreign denominated earnings in 2023 and 2022 is presented by primary foreign currency in the following table (dollars in millions, except exchange rates): Year Ended December 31, 2023 Year Ended December 31, 2022 Pound Sterling Euro Pound Sterling Euro Average exchange rate to the U.S. dollar in the current year $ 1.2438 $ 1.0817 $ 1.2376 $ 1.0540 Average exchange rate to the U.S. dollar in the prior year $ 1.2376 $ 1.0540 $ 1.3762 $ 1.1835 Average exchange rate increase/(decrease) 1 % 3 % (10) % (11) % Foreign denominated percentage of: Revenues, less transaction-based expenses 7 % 7 % 7 % 6 % Operating expenses 7 % 2 % 7 % 2 % Operating income 7 % 14 % 7 % 11 % Impact of the currency fluctuations (1) on: Revenues, less transaction-based expenses $ 1 $ 16 $ (59) $ (56) Operating expenses $ 2 $ 2 $ (30) $ (8) Operating income $ (1) $ 14 $ (29) $ (48) (1) Represents the impact of currency fluctuation for the year compared to the same period in the prior year.
Our exposure to foreign denominated earnings in 2024 and 2023 is presented by primary foreign currency in the following table (dollars in millions, except exchange rates): 78 Year Ended December 31, 2024 Year Ended December 31, 2023 Pound Sterling Euro Pound Sterling Euro Average exchange rate to the U.S. dollar in the current year $ 1.2781 $ 1.0820 $ 1.2438 $ 1.0817 Average exchange rate to the U.S. dollar in the prior year $ 1.2438 $ 1.0817 $ 1.2376 $ 1.0540 Average exchange rate increase/(decrease) 3 % — % 1 % 3 % Foreign denominated percentage of: Revenues, less transaction-based expenses 7 % 8 % 7 % 7 % Operating expenses 6 % 2 % 7 % 2 % Operating income 8 % 15 % 7 % 14 % Impact of the currency fluctuations (1) on: Revenues, less transaction-based expenses $ 18 $ — $ 1 $ 16 Operating expenses $ 8 $ — $ 2 $ 2 Operating income $ 10 $ — $ (1) $ 14 (1) Represents the impact of currency fluctuation for the year compared to the same period in the prior year.
Free cash flow and adjusted free cash flow, including the related adjustments are as follows (in millions): Year Ended December 31, 2023 2022 2021 Net cash provided by operating activities $ 3,542 $ 3,554 $ 3,123 Less: Capital expenditures (190) (225) (179) Less: Capitalized software development costs (299) (257) (273) Free cash flow 3,053 3,072 2,671 Add/(less): Section 31 fees, net 144 (166) 150 Adjusted free cash flow $ 3,197 $ 2,906 $ 2,821 For additional information on these items, refer to our consolidated financial statements included in this Annual Report and “—Consolidated Operating Expenses” above.
Free cash flow and adjusted free cash flow, including the related adjustments are as follows (in millions): Year Ended December 31, 2024 2023 2022 Net cash provided by operating activities $ 4,609 $ 3,542 $ 3,554 Less: Capital expenditures (406) (190) (225) Less: Capitalized software development costs (346) (299) (257) Free cash flow 3,857 3,053 3,072 (Less)/Add: Section 31 fees, net (237) 144 (166) Adjusted free cash flow $ 3,620 $ 3,197 $ 2,906 For additional information on these items, refer to our consolidated financial statements included in this Annual Report and “—Consolidated Operating Expenses” above.
Depreciation and Amortization Expenses Depreciation and amortization expense results from depreciation of long-lived assets such as buildings, leasehold improvements, aircraft, hardware and networking equipment, software, furniture, fixtures and equipment over their estimated useful lives. This expense includes amortization of intangible assets obtained in our acquisitions of businesses, as well as on various licensing agreements, over their estimated useful lives.
Depreciation and Amortization Expenses Depreciation and amortization expense results from depreciation of long-lived assets such as buildings, leasehold improvements, aircraft, hardware and networking equipment, purchased software, internally-developed software, furniture, fixtures and equipment over their estimated useful lives. This expense includes amortization of intangible assets obtained in our acquisitions of businesses over their estimated useful lives.
Cash Flow The following table presents the major components of net changes in cash and cash equivalents, and restricted cash and cash equivalents (in millions): Year Ended December 31, 2023 2022 2021 Net cash provided by/(used in): Operating activities $ 3,542 $ 3,554 $ 3,123 Investing activities (8,797) 677 (786) Financing activities (64,345) (1,841) 62,026 Effect of exchange rate changes 7 (23) (6) Net increase in cash and cash equivalents, restricted cash and cash equivalents, and cash and cash equivalent margin deposits and guaranty funds $ (69,593) $ 2,367 $ 64,357 Operating Activities Net cash provided by operating activities primarily consists of net income adjusted for certain items, including depreciation and amortization, deferred taxes, stock-based compensation and the effects of changes in working capital.
Cash Flow The following table presents the major components of net changes in cash and cash equivalents, and restricted cash and cash equivalents (in millions): Year Ended December 31, 2024 2023 2022 Net cash provided by/(used in): Operating activities $ 4,609 $ 3,542 $ 3,554 Investing activities (921) (8,797) 677 Financing activities 79 (64,345) (1,841) Effect of exchange rate changes (14) 7 (23) Net increase/(decrease) in cash, cash equivalents, restricted cash and cash equivalents, and cash and cash equivalent margin deposits and guaranty funds $ 3,753 $ (69,593) $ 2,367 Operating Activities Net cash provided by operating activities primarily consists of net income adjusted for certain non-cash items, including depreciation and amortization, deferred taxes, stock-based compensation and the effects of changes in working capital.
The increase in revenues includes $17 million in favorable foreign exchange effects arising from fluctuations in the U.S. dollar in 2023 as compared to 2022. • Revenues, less transaction-based expenses, increased $146 million in 2022 from 2021.
The increase in revenues includes $18 million in favorable foreign exchange effects arising from fluctuations in the U.S. dollar in 2024 as compared to 2023. • Revenues, less transaction-based expenses, increased $696 million in 2023 from 2022.
It has an equal and offsetting claim to and from its respective participants on opposite sides of the physically-settled contract, each of which is reflected as a delivery contract receivable with an offsetting delivery contract payable.
ICE NGX administers the physical delivery of energy trading contracts. It has an equal and offsetting claim to and from its respective participants on opposite sides of the physically-settled contract, each of which is reflected as a delivery contract receivable with an offsetting delivery contract payable.
See “- Non-GAAP Financial Measures” below. 58 Fixed Income and Data Services Segment The following charts and table present our selected statements of income data for our Fixed Income and Data Services segment (dollars in millions): (1) The adjusted figures in the charts above are calculated by excluding items that are not reflective of our cash operations and core business performance.
See “- Non-GAAP Financial Measures” below. 55 Fixed Income and Data Services Segment The following charts and table present our selected statements of income data for our Fixed Income and Data Services segment (dollars in millions): (1) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance.
As of December 31, 2023, ASV was $1.752 billion, which increased 4.2% compared to the ASV as of December 31, 2022. ASV represents nearly 100% of total data services revenues for this segment.
As of December 31, 2024, ASV was $1.838 billion, which increased 4.9% compared to the ASV as of December 31, 2023. ASV represents nearly 100% of total data services revenues for this segment.
Conversely, increases in mortgage interest rates in 2022 and 2023 have resulted in reduced consumer and investor demand for mortgages and adversely impacted the transaction-based revenues in our Mortgage Technology segment. If mortgage rates remain high or further increase, or if banks change their mortgage lending practices, our Mortgage Technology segment revenues may be further impacted.
Conversely, increases in mortgage interest rates in 2023 and to a 44 lesser extent, 2024, have resulted in reduced consumer and investor demand for mortgages and adversely impacted the transaction-based revenues in our Mortgage Technology segment. If mortgage rates remain high or further increase, or if mortgage lending practices change, our Mortgage Technology segment revenues may be further impacted.
As of December 31, 2023, our cumulative UTBs were $268 million, and accrued interest and penalties related to UTBs were $32 million. We are under examination by various tax authorities.
As of December 31, 2024, our cumulative UTBs were $274 million, and accrued interest and penalties related to UTBs were $47 million. We are under examination by various tax authorities.
The decrease in Section 31 fees was primarily due to a decrease in rates. The fees we collect are included in cash at the time of receipt and we remit the amounts to the SEC semi-annually as required. The total amount is included in current liabilities and was $79 million as of December 31, 2023.
The increase in Section 31 fees was primarily due to an increase in rates and volumes. The fees we collect are included in cash at the time of receipt and we remit the amounts to the SEC semi-annually as required. The total amount is included in current liabilities and was $316 million as of December 31, 2024.
Other tax adjustments of $79 million in 2023 are primarily related to audit settlements for pre-acquisition tax matters as well as state apportionment changes in prior years.
The $79 million other tax adjustments in 2023 were primarily related to audit settlements for pre-acquisition tax matters as well as state apportionment charges in prior years.
Revenues from closing solutions are largely transaction-based and are based on the volume of loans closed. • Servicing software: Our servicing software revenues include integrated mortgage servicing solutions, which help automate all areas of the servicing process, from loan boarding to final payment or default, to help lower costs, reduce risk and improve financial performance.
Our servicing software revenues include integrated mortgage servicing solutions, which help automate all areas of the servicing process, from loan boarding to final payment or default, to help lower costs, reduce risk and improve financial performance.
Interest rate futures and options revenues were $299 million and $292 million in 2023 and 2022, respectively. – Other financial futures and options volume, which includes our MSCI®, FTSE® and NYSE FANG+ equity index products, decreased 15% and revenue decreased 12% in 2023 from 2022.
Interest rate futures and options revenues were $399 million and $299 million in 2024 and 2023, respectively. – Other financial futures and options volume, which includes our MSCI®, FTSE® and NYSE FANG+ equity index products, decreased 6% and revenue decreased 1% in 2024 from 2023.
During 2023, we paid cash dividends of $1.68 per share of our common stock in the aggregate, including quarterly dividends of $0.42 per share, for an aggregate payout of $955 million, which includes the payment of dividend equivalents on unvested employee restricted stock units.
During 2024, we paid cash dividends of $1.80 per share of our common stock in the aggregate, including quarterly dividends of $0.45 per share, for an aggregate payout of $1.0 billion, which includes the payment of dividend equivalents on unvested employee restricted stock units.
The increase in revenues was primarily due to net interest income on collateral balances. • Fixed Income Data and Analytics: Our fixed income data and analytics revenues increased 2% in 2023 from 2022 primarily due to strength in our index business and growth in our pricing and reference data business. • Other Data and Network Services: Our other data and network services revenues increased 7% in 2023 from 2022.
The overall decrease in revenues was primarily due to lower net interest income on collateral balances. • Fixed Income Data and Analytics: Our fixed income data and analytics revenues increased 5% in 2024 from 2023 primarily due to growth in our pricing and reference data business and strength in our index business. • Other Data and Network Services: Our other data and network services revenues increased 5% in 2024 from 2023.