Biggest changeThe following table sets forth sales and marketing expenses (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Sales and marketing expenses $ 149,671 $ 146,882 1.9 % Sales and marketing expenses increased $2.8 million during 2023, as compared to the prior year, primarily due to (i) a $3.0 million increase in severance costs associated with streamlining our organization, (ii) a $2.3 million increase in travel and entertainment expenditures due to the return of in-person events and meetings, (iii) a $1.9 million increase in marketing costs due to the return of in-person events and meetings, and (iv) a $0.8 million increase in facility and other related support costs, partially offset by (v) a $2.8 million decrease in employee salaries primarily attributable to a decrease in average staffing levels, partially offset by wage increases, (vi) a $2.4 million decrease in variable compensation primarily attributable to a decrease in commissions earned, partially offset by a decrease in net capitalized commissions and increases in other personnel costs and employee relations expenses, and (vii) a $0.2 million net decrease in share-based compensation expense primarily attributable to the forfeiture of certain awards, being substantially offset by the grant of additional awards under the Stock Incentive Plans and the fair value remeasurement of certain liability-classified awards at the end of the reporting period.
Biggest changeThe following table sets forth sales and marketing expenses (in thousands) and related percentage change for the periods indicated: Years Ended December 31, 2024 2023 % Change Sales and marketing expenses $ 138,081 $ 149,671 -7.7 % Sales and marketing expenses decreased $11.6 million during 2024, as compared to the prior year, primarily due to (i) an $8.3 million decrease in variable compensation primarily attributable to an increase in net capitalized commissions driven by changes to our 2024 compensation plans that further incentivized cloud deals compared to the prior year, (ii) a $6.4 million decrease in employee salaries primarily attributable to a decrease in average staffing levels (including from the internal transfer of certain employees to product support functions), partially offset by wage increases, (iii) a $3.2 million net decrease in share-based compensation expense primarily attributable to the forfeiture of certain awards and the internal transfer of certain employees to product support functions, partially offset by the grant of additional awards under the Stock Incentive Plans and the fair value remeasurement of certain liability-classified awards upon exercise or at the end of the reporting period, and (iv) a $1.7 million decrease in facility and other related support costs, partially offset by (v) a $4.1 million increase in personnel costs primarily attributable to an increase in employer payroll taxes related to the exercise or vesting of certain awards under the Stock Incentive Plans, (vi) a $3.0 million increase in marketing costs, and (vii) a $1.5 million increase in severance costs due to headcount reductions.
(b) The “Market Value of Bitcoin Held Using Lowest Market Price” represents a mathematical calculation consisting of the lowest market price for one bitcoin reported on the Coinbase exchange during the respective year multiplied by the number of bitcoins held by us at the end of the applicable year.
(b) The “Market Value of Bitcoin Held at End of Year Using Lowest Market Price” represents a mathematical calculation consisting of the lowest market price for one bitcoin reported on the Coinbase exchange during the respective year multiplied by the number of bitcoins held by us at the end of the applicable year.
(d) The “Market Value of Bitcoin Held Using Highest Market Price” represents a mathematical calculation consisting of the highest market price for one bitcoin reported on the Coinbase exchange during the respective year multiplied by the number of bitcoins held by us at the end of the applicable year.
(d) The “Market Value of Bitcoin Held at End of Year Using Highest Market Price” represents a mathematical calculation consisting of the highest market price for one bitcoin reported on the Coinbase exchange during the respective year multiplied by the number of bitcoins held by us at the end of the applicable year.
(3) For the year ended December 31, 2023, interest expense from the amortization of issuance costs of the Convertible Notes has been added back to the numerator in the GAAP diluted earnings per share calculation (as disclosed in Note 12, Basic and Diluted Earnings (Loss) per Share, to the Consolidated Financial Statements), and therefore the per diluted share effects of the amortization of issuance costs of the Convertible Notes have been excluded from the “Interest expense arising from amortization of debt issuance costs (per diluted share)” and “Income tax effects (per diluted share)” lines in the above reconciliation for the year ending December 31, 2023. 61 Non-GAAP Constant Currency Revenues, Cost of Revenues, and Operating Expenses We present certain of our revenues, cost of revenues, and operating expenses on a non-GAAP constant currency basis, which excludes certain changes resulting from fluctuations in foreign currency exchange rates.
(3) For the year ended December 31, 2023, interest expense from the amortization of issuance costs of the Convertible Notes has been added back to the numerator in the GAAP diluted earnings per share calculation (as disclosed in Note 12, Basic and Diluted (Loss) Earnings per Share, to the Consolidated Financial Statements), and therefore the per diluted share effects of the amortization of issuance costs of the Convertible Notes have been excluded from the “Interest expense arising from amortization of debt issuance costs (per diluted share)” and “Income tax effects (per diluted share)” lines in the above reconciliation for the year ending December 31, 2023. 63 Non-GAAP Constant Currency Revenues, Cost of Revenues, and Operating Expenses We present certain of our revenues, cost of revenues, and operating expenses on a non-GAAP constant currency basis, which excludes certain changes resulting from fluctuations in foreign currency exchange rates.
Our principal sources of liquidity are cash and cash equivalents and on-going collection of our accounts receivable. Cash and cash equivalents may include holdings in bank demand deposits, money market instruments, certificates of deposit, and U.S. Treasury securities.
Principal and Potential Sources of Liquidity Our principal sources of liquidity are cash and cash equivalents and on-going collection of our accounts receivable. Cash and cash equivalents may include holdings in bank demand deposits, money market instruments, certificates of deposit, and U.S. Treasury securities.
We believe non-GAAP net income (loss) and non-GAAP diluted earnings (loss) per share offer management and investors insight as they exclude significant non-cash expenses, gains on debt extinguishment, and their related income tax effects.
We believe non-GAAP net (loss) income and non-GAAP diluted (loss) earnings per share offer management and investors insight as they exclude significant non-cash expenses, gains and losses on debt extinguishment, and their related income tax effects.
In June 2022, we, through one of our wholly-owned subsidiaries, entered into a secured term loan agreement in the amount of $11.1 million, bearing interest at an annual rate of 5.2%, and maturing in June 2027. During 2023 and 2022, we paid $1.1 million and $0.5 million, respectively, in principal and interest to the lender.
In June 2022, we, through one of our wholly-owned subsidiaries, entered into a secured term loan agreement in the amount of $11.1 million, bearing interest at an annual rate of 5.2%, and maturing in June 2027. During 2024 and 2023, we paid $1.1 million and $1.1 million, respectively, in principal and interest to the lender.
Our cloud-native flagship, MicroStrategy ONE, powers some of the largest analytics deployments in the world for customers spanning a wide range of industries, including retail, banking, technology, manufacturing, insurance, consulting, healthcare, telecommunications, and the public sector.
Our cloud-native flagship, Strategy One, powers some of the largest analytics deployments in the world for customers spanning a wide range of industries, including retail, banking, technology, manufacturing, insurance, consulting, healthcare, telecommunications, and the public sector.
Cost of product licenses revenues consists of referral fees paid to channel partners, the costs of product manuals and media, and royalties paid to third-party software vendors. Cost of product licenses revenues did not materially change during 2023 as compared to the prior year. Cost of subscription services revenues.
Cost of product licenses revenues consists of referral fees paid to channel partners, the costs of product manuals and media, and royalties paid to third-party software vendors. Cost of product licenses revenues did not materially change during 2024, as compared to the prior year. Cost of subscription services revenues.
Management’s Discussion and Analysis for the Year Ended December 31, 2021 Management’s discussion and analysis of financial condition and results of operations for the year ended December 31, 2021, including comparison of our results for the years ended December 31, 2022 and 2021, is included in Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2022.
Management’s Discussion and Analysis for the Year Ended December 31, 2022 Management’s discussion and analysis of financial condition and results of operations for the year ended December 31, 2022, including comparison of our results for the years ended December 31, 2023 and 2022, is included in Item 7 of our Annual Report on Form 10-K for the year ended December 31, 2023.
We do not expect any significant tax payments related to unrecognized tax benefits during 2024. Recent Accounting Standards See Note 3, Recent Accounting Standards, to the Consolidated Financial Statements for further information.
We do not expect any significant tax payments related to unrecognized tax benefits during 2025. Recent Accounting Standards See Note 3, Recent Accounting Standards, to the Consolidated Financial Statements for further information.
Our Bitcoin Acquisition Strategy Our bitcoin acquisition strategy generally involves acquiring bitcoin with our liquid assets that exceed working capital requirements, and from time to time, subject to market conditions, issuing debt or equity securities or engaging in other capital raising transactions with the objective of using the proceeds to purchase bitcoin.
Our Bitcoin Strategy Our bitcoin strategy generally involves from time to time, subject to market conditions, (i) issuing debt or equity securities or engaging in other capital raising transactions with the objective of using the proceeds to purchase bitcoin and (ii) acquiring bitcoin with our liquid assets that exceed working capital requirements.
As we continue to transition our business strategy and product offerings to a cloud-native model, we are enhancing our go-to-market and sales strategies with the goal of focusing on acquiring new customers, driving revenue growth, increasing margins, and streamlining our operations.
As we transition our business strategy and product offerings to a cloud-native model, we are continuously enhancing our go-to-market and sales strategies with the goal of focusing on acquiring new customers, driving revenue growth, increasing margins, and streamlining 49 our operations.
In 2023 and 2022, non-cash items to further reconcile net income (loss) to net cash provided by operating activities consist primarily of depreciation and amortization, reduction in the carrying amount of operating lease right-of-use assets, credit losses and sales allowances, deferred taxes, release of liabilities for unrecognized tax benefits, share-based compensation expense, digital asset impairment losses, net of gains on sale, amortization of the issuance costs on our long-term debt, and gain on extinguishment of debt.
In 2024 and 2023, non-cash items to further reconcile net (loss) income to net cash (used in) provided by operating activities consist primarily of depreciation and amortization, reduction in the carrying amount of operating lease right-of-use assets, credit losses and sales allowances, deferred taxes, release of liabilities for unrecognized tax benefits, share-based compensation expense, digital asset impairment losses, amortization of the issuance costs on our long-term debt, and gains and losses on extinguishment of debt.
Such repurchases or exchanges, if any, will be upon such terms and at such prices as we may determine, and will depend on prevailing market conditions, our liquidity requirements, contractual restrictions and other factors. We may also prepay our outstanding indebtedness. The amounts involved in any such repurchase or repayment may be material.
Such repurchases or exchanges, if any, will be upon such terms and at such prices as we may determine, and will depend on prevailing market conditions, our liquidity requirements, contractual restrictions and other factors. We may also seek to prepay our outstanding indebtedness. The amounts involved in any such repurchase or prepayment may be material.
We also perform analyses on a semi-annual basis using historical pricing data for both product license and subscription services transactions to assess whether the selling price is highly variable in order to support our conclusion that the residual method to estimate SSP of our product licenses and subscription services continues to be a fair allocation of the transaction price.
We also perform analyses on at least an annual basis using historical pricing data for both product license and subscription services transactions to assess whether the selling price is highly variable 51 in order to support our conclusion that the residual method to estimate SSP of our product licenses and subscription services continues to be a fair allocation of the transaction price.
In addition, upon sale of our bitcoin, we may incur additional taxes related to any realized gains or we may incur capital losses as to which the tax deduction may be limited.
In addition, upon sale of our bitcoin, we may incur additional taxes related to any realized gains or we may incur capital losses as to which the tax deduction may be limited. See “Item 1A.
During the first quarter of 2023, we made a final $5.1 million interest payment to Silvergate, $1.1 million of which was included in the Payoff Amount. During 2022 we paid $7.7 million in interest to Silvergate.
During the first quarter of 2023, we made a final $5.1 million interest payment to Silvergate, $1.1 million of which was included in the Payoff Amount.
As of December 31, 2023, we estimated that an aggregate of approximately $131.7 million of additional share-based compensation expense associated with the Stock Incentive Plans and the 2021 ESPP will be recognized over a remaining weighted average period of 2.3 years.
As of December 31, 2024, we estimated that an aggregate of approximately $114.3 million of additional share-based compensation expense associated with the Stock Incentive Plans and the 2021 ESPP will be recognized over a remaining weighted average period of 2.3 years.
During 2023, we purchased $1.902 billion of bitcoin using net proceeds from the sale of class A common stock under our at-the-market offering programs, and Excess Cash.
During 2023, we purchased $1.902 billion of bitcoin using net proceeds from the sale of class A common stock under our at-the-market offering programs, and Excess Cash. Net cash provided by financing activities.
This overall strategy also contemplates that we may (i) periodically sell bitcoin for general corporate purposes, including to generate cash for treasury management (which may include debt repayment), or in connection with strategies that generate tax benefits in accordance with applicable law, (ii) enter into additional capital raising transactions that are collateralized by our bitcoin holdings, and (iii) consider pursuing strategies to create income streams or otherwise generate funds using our bitcoin holdings.
This overall strategy also contemplates that we may (i) periodically sell bitcoin for general corporate purposes or in connection with strategies that generate tax benefits in accordance with applicable law, (ii) enter into additional capital raising transactions that are collateralized by our bitcoin holdings, and (iii) consider pursuing strategies to create income streams or otherwise generate funds using our bitcoin holdings.
Subscription services revenues increased $20.4 million during 2023, as compared to the prior year, primarily due to conversions to cloud-based subscriptions from existing on-premises customers, a net increase in the use of subscription services by existing customers, and sales contracts with new customers.
Subscription services revenues increased $25.6 million during 2024, as compared to the prior year, primarily due to conversions to cloud-based subscriptions from existing on-premises customers, a net increase in the use of subscription services by existing customers, and sales contracts with new customers.
Under our Treasury Reserve Policy, our treasury reserve assets consist of: • Cash Assets held by us that exceed working capital requirements; and • bitcoin held by us, with bitcoin serving as the primary treasury reserve asset on an ongoing basis, subject to market conditions and anticipated needs of the business for Cash Assets.
Under our Treasury Reserve Policy, our treasury reserve assets consist of: • cash and cash equivalents and short-term investments (“Cash Assets”) held by us that exceed working capital requirements; and 47 • bitcoin held by us, with bitcoin serving as the primary treasury reserve asset on an ongoing basis, subject to market conditions and anticipated needs of the business for Cash Assets.
In 2023 and 2022, the changes in cash provided by and used in financing activities primarily relate to the sale of class A common stock under our at-the-market equity offering program, the issuance and subsequent repayment of our long-term debt, the exercise or vesting of certain awards under the 2013 Equity Plan, and the sales of class A common stock under the 2021 ESPP.
In 2024 and 2023, the changes in cash provided by and used in financing activities primarily relate to the issuance and subsequent repayment of our long-term debt, the sale of class A common stock under our at-the-market equity offering programs, the exercise or vesting of certain awards under the Stock Incentive Plans, and the sales of class A common stock under the 2021 ESPP.
(f) The “Market Value of Bitcoin Held at End of Year Using Ending Market Price” represents a mathematical calculation consisting of the market price of one bitcoin on the Coinbase exchange at 4:00 p.m. Eastern Time on the last day of the respective year multiplied by the number of bitcoins held by us at the end of the applicable year.
Eastern Time on the last day of the respective year. 48 (f) The “Market Value of Bitcoin Held at End of Year Using Ending Market Price” represents a mathematical calculation consisting of the market price of one bitcoin on the Coinbase exchange at 4:00 p.m.
Enterprise Analytics Software Strategy MicroStrategy is a pioneer in AI-powered business intelligence (BI), and a global leader in enterprise analytics solutions. We provide software and services designed to turn complex, chaotic data environments into rich, reliable, and convenient information feeds for our customers. Our vision is to make every worker a domain expert by delivering Intelligence Everywhere.
Enterprise Analytics Software Strategy Strategy is a pioneer in AI-powered business intelligence (BI), and a global leader in enterprise analytics solutions. We provide software and services designed to turn complex, chaotic data environments into rich, reliable, and convenient information feeds for our customers. Our vision is to drive growth and competitive advantage for our customers by delivering Intelligence Everywhere.
We do not believe we will need to sell or engage in other transactions with respect to any of our bitcoins within the next twelve months to meet our 57 working capital requirements, although we may from time to time sell or engage in other transactions with respect to our bitcoins as part of treasury management operations, as noted above.
Availability of Bitcoin for Liquidity We do not believe we will need to sell or engage in other transactions with respect to any of our bitcoins within the next twelve months to meet our liquidity needs, although we may from time to time sell or engage in other transactions with respect to our bitcoins as part of treasury management operations, as noted above.
In March 2022, MacroStrategy, our wholly-owned subsidiary, entered into a Credit and Security Agreement with Silvergate Bank, pursuant to which Silvergate Bank issued the $205.0 million 2025 Secured Term Loan to MacroStrategy.
In March 2022, MacroStrategy, our wholly-owned subsidiary, entered into a Credit and Security Agreement with Silvergate Bank, pursuant to which Silvergate Bank issued the $205.0 million 2025 Secured Term Loan to MacroStrategy. We principally used net proceeds from the 2025 Secured Term Loan to acquire bitcoin.
As of December 31, 2023, we had $8.3 million of total gross unrecognized tax benefits, including accrued interest, all of which was recorded in “Other long-term liabilities.” The timing of any payments that could result from these unrecognized tax benefits will depend on a number of factors, and accordingly the amount and period of any future payments cannot be estimated.
Unrecognized tax benefits As of December 31, 2024, we had $10.2 million of total gross unrecognized tax benefits, including accrued interest, $2.9 million of which was recorded in “Other long-term liabilities” and $7.3 million of which was recorded in “Deferred tax assets, net.” The timing of any payments that could result from these unrecognized tax benefits will depend on a number of factors, and accordingly the amount and period of any future payments cannot be estimated.
We view our bitcoin holdings as long-term holdings and expect to continue to accumulate bitcoin. We have not set any specific target for the amount of bitcoin we seek to hold, and we will continue to monitor market conditions in determining whether to engage in additional financings to purchase additional bitcoin.
We have not set any specific target for the amount of bitcoin we seek to hold, and we will continue to monitor market conditions in determining whether to engage in additional financings to purchase additional bitcoin.
Our benefit from income taxes increased compared to the prior year primarily due (i) the release of the valuation allowance during 2023 on our deferred tax asset related to the impairment on our bitcoin holdings, attributable to the increase in market value of bitcoin as of December 31, 2023 compared to December 31, 2022, compared to (ii) the establishment of a valuation allowance during 2022 on our deferred tax asset related to the impairment on our bitcoin holdings, attributable to the decrease in market value of bitcoin as of December 31, 2022 compared to December 31, 2021. 55 The U.S.
During 2023, our benefit from income taxes primarily related to the release of a valuation allowance on our deferred tax asset related to the impairment on our bitcoin holdings, attributable to the increase in market value of bitcoin as of December 31, 2023 compared to December 31, 2022. The U.S.
As of December 31, 2023, digital asset impairment losses, other temporary differences and carryforwards resulted in deferred tax assets, net of valuation allowances and deferred tax liabilities, of $757.2 million. As of December 31, 2023, we had a valuation allowance of $1.4 million primarily related to our deferred tax assets related to foreign tax credits in certain jurisdictions.
As of December 31, 2024, digital asset impairment losses, other temporary differences and carryforwards resulted in deferred tax assets, net of valuation allowances and deferred tax liabilities, of $1.525 billion. As of December 31, 2024, we had a valuation allowance of $0.5 million primarily related to foreign tax credits in certain jurisdictions.
Subscription services revenues. Subscription services revenues are derived from our MCE cloud subscription service and are recognized ratably over the service period in the contract.
Subscription services revenues are derived from our cloud subscription service for commercial and government use and are recognized ratably over the service period in the contract.
The following is a reconciliation of our non-GAAP loss from operations to loss from operations, its most directly comparable GAAP measure, (in thousands) for the periods indicated: Years Ended December 31, 2023 2022 Reconciliation of non-GAAP loss from operations: Loss from operations $ (115,047 ) $ (1,275,742 ) Share-based compensation expense 69,571 63,619 Non-GAAP loss from operations $ (45,476 ) $ (1,212,123 ) 60 Non-GAAP net income (loss) and non-GAAP diluted earnings (loss) per share Non-GAAP net income (loss) and non-GAAP diluted earnings (loss) per share each exclude the impact of (i) share-based compensation expense, (ii) interest expense arising from the amortization of debt issuance costs on our long-term debt, (iii) gain on extinguishment of debt, and (iv) related income taxes.
The following is a 62 reconciliation of our non-GAAP loss from operations to loss from operations, its most directly comparable GAAP measure, (in thousands) for the periods indicated: Years Ended December 31, 2024 2023 Reconciliation of non-GAAP loss from operations: Loss from operations $ (1,852,978 ) $ (115,047 ) Share-based compensation expense 77,124 69,571 Non-GAAP loss from operations $ (1,775,854 ) $ (45,476 ) Non-GAAP net (loss) income and non-GAAP diluted (loss) earnings per share Non-GAAP net (loss) income and non-GAAP diluted (loss) earnings per share each exclude the impact of (i) share-based compensation expense, (ii) interest expense arising from the amortization of debt issuance costs on our long-term debt, (iii) gains and losses on extinguishment of debt, and (iv) related income taxes.
During the years ended December 31, 2023 and 2022, we did not repurchase or prepay any of our other outstanding debt. We or our affiliates may, at any time and from time to time, seek to retire or purchase our outstanding debt through cash purchases and/or exchanges for equity or debt, in open-market purchases, privately negotiated transactions or otherwise.
Other than as discussed above, during 2024 and 2023, we did not repurchase or prepay any of our outstanding debt. We or our affiliates may, at any time and from time to time, seek to retire or purchase our outstanding debt through cash purchases and/or exchanges for equity or debt, in open-market purchases, privately negotiated transactions or otherwise.
Share-based Compensation Expense As discussed in Note 11, Share-based Compensation, to the Consolidated Financial Statements, under our 2013 Stock Incentive Plan (as amended, the “2013 Equity Plan”) and 2023 Equity Incentive Plan (the “2023 Equity Plan”, and together with the 2013 Equity Plan, the “Stock Incentive Plans”), we have awarded stock options to purchase shares of our class A common stock, restricted stock units, performance stock units, and certain other stock-based awards.
We therefore believe that period-to-period comparisons of our operating results may not be a good indication of our future performance. 50 Share-based Compensation Expense As discussed in Note 11, Share-based Compensation, to the Consolidated Financial Statements, under our 2013 Stock Incentive Plan (as amended, the “2013 Equity Plan”) and 2023 Equity Incentive Plan (as amended, the “2023 Equity Plan”, and together with the 2013 Equity Plan, the “Stock Incentive Plans”), we have awarded stock options to purchase shares of our class A common stock, restricted stock units, performance stock units, and certain other stock-based awards.
(e) The “Market Price Per Bitcoin at End of Year” represents the market price of one bitcoin on the Coinbase exchange at 4:00 p.m. Eastern Time on the last day of the respective year.
(e) The “Market Price Per Bitcoin at End of Year” represents the market price of one bitcoin on the Coinbase exchange at 4:00 p.m.
Some of these factors include software quality, performance and reliability; the quality of our service and support teams; marketing and prospecting effectiveness, the ability to incorporate artificial intelligence and other technically advanced features; and our ability to differentiate our products.
Our ability to compete successfully depends on a number of factors within and outside of our control. Some of these factors include software quality, performance and reliability; the quality of our service and support teams; marketing and prospecting effectiveness, the ability to incorporate artificial intelligence and other technically advanced features; and our ability to differentiate our products.
Other (Expense) Income, Net Other expense, net, of $5.2 million in 2023 was comprised primarily of foreign currency transaction net losses. Other income, net, of $6.4 million in 2022 was comprised primarily of foreign currency transaction net gains.
Other expense, net, of $5.2 million in 2023 was comprised primarily of foreign currency transaction net losses.
Furthermore, we may elect to settle the Convertible Notes upon a conversion of such Convertible Notes in cash, shares of our class A common stock, or a combination of cash and shares of class A common stock, which may enable us to reduce the amount of our cash obligations under the Convertible Notes.
Furthermore, if the conditional conversion features of the Convertible Notes are triggered, we may elect to settle the conversions of Convertible Notes in shares of our class A common stock, or a combination of cash and shares of class A common stock, rather than in all cash, which may enable us to reduce the amount of our cash obligations under the Convertible Notes.
(Benefit from) Provision for Income Taxes During 2023, we recorded a benefit from income taxes of $553.6 million on a pre-tax loss of $124.5 million that resulted in an effective tax rate of 444.6%, as compared to a provision for income taxes of $147.3 million on a pre-tax loss of $1.322 billion that resulted in an effective tax rate of (11.1)% during 2022.
Benefit from Income Taxes During 2024, we recorded a benefit from income taxes of $767.7 million on a pre-tax loss of $1.934 billion that resulted in an effective tax rate of 39.7%, as compared to a benefit from income taxes of $553.6 million on a pre-tax loss of $124.5 million that resulted in an effective tax rate of 444.6% during 2023.
(2) The “Non-GAAP Constant Currency” reflects the current period GAAP amount, less the Foreign Currency Exchange Rate Impact. (3) The “Non-GAAP Constant Currency % Change” reflects the percentage change between the current period Non-GAAP Constant Currency amount and the GAAP amount for the same period in the prior year. 62
(3) The “Non-GAAP Constant Currency % Change” reflects the percentage change between the current period Non-GAAP Constant Currency amount and the GAAP amount for the same period in the prior year. 64
The following table sets forth product support revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Product Support Revenues: Domestic $ 158,308 $ 159,385 -0.7 % International 105,580 107,136 -1.5 % Total product support revenues $ 263,888 $ 266,521 -1.0 % Product support revenues are derived from providing technical software support and software updates and upgrades to customers.
The following table sets forth product support revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2024 2023 % Change Product Support Revenues: Domestic $ 144,869 $ 158,308 -8.5 % International 98,936 105,580 -6.3 % Total product support revenues $ 243,805 $ 263,888 -7.6 % Product support revenues are derived from providing technical software support and software updates and upgrades to customers.
Share-based compensation expense (in thousands) from these awards was recognized in the following cost of revenues and operating expense line items for the periods indicated: Years Ended December 31, 2023 2022 Cost of subscription services revenues $ 361 $ 304 Cost of product support revenues 2,156 2,039 Cost of consulting revenues 1,940 1,754 Cost of education revenues 99 177 Sales and marketing 18,022 18,274 Research and development 13,549 13,896 General and administrative 33,444 27,175 Total share-based compensation expense $ 69,571 $ 63,619 50 The $6.0 million increase in share-based compensation expense during 2023, as compared to the prior year, is primarily due to the grant of additional awards under the Stock Incentive Plans as part of the expansion of our equity award program worldwide and the revaluation of certain liability-classified stock-based awards, partially offset by the forfeiture of certain stock awards and certain awards that became fully vested.
Share-based compensation expense (in thousands) from these awards was recognized in the following cost of revenues and operating expense line items for the periods indicated: Years Ended December 31, 2024 2023 Cost of subscription services revenues $ 392 $ 361 Cost of product support revenues 3,929 2,156 Cost of consulting revenues 1,780 1,940 Cost of education revenues 136 99 Sales and marketing 14,846 18,022 Research and development 14,357 13,549 General and administrative 41,684 33,444 Total share-based compensation expense $ 77,124 $ 69,571 The $7.6 million increase in share-based compensation expense during 2024, as compared to the prior year, is primarily due to the grant of additional awards under the Stock Incentive Plans, partially offset by the forfeiture of certain awards and certain awards that became fully vested.
The following table summarizes research and development expenses (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Research and development expenses $ 120,530 $ 127,428 -5.4 % Research and development expenses decreased $6.9 million during 2023, as compared to the prior year, primarily due to (i) a $3.9 million decrease in employee salaries primarily attributable to a decrease in average staffing levels, partially offset by wage increases, (ii) a $2.0 million decrease in variable compensation, (iii) a $0.6 million decrease in recruiting costs, (iv) a $0.6 million decrease in facility and other related support costs, (v) a $0.5 million decrease in subcontractor costs, and (vi) a $0.3 million net decrease in share-based compensation expense primarily attributable to the forfeiture of certain awards, being substantially offset by the grant of additional awards under the Stock Incentive Plans and the fair value remeasurement of certain liability-classified awards at the end of the reporting period, partially offset by (vii) a $1.7 million increase in severance costs associated with streamlining our organization.
The following table summarizes research and development expenses (in thousands) and related percentage change for the periods indicated: Years Ended December 31, 2024 2023 % Change Research and development expenses $ 118,486 $ 120,530 -1.7 % Research and development expenses decreased $2.0 million during 2024, as compared to the prior year, primarily due to (i) a $6.1 million decrease in employee salaries primarily attributable to a decrease in average staffing levels, partially offset by wage increases, (ii) a $0.8 million decrease in variable compensation, and (iii) a $0.8 million decrease in facility and other related support costs, partially offset by (iv) a $3.8 million increase in severance costs due to headcount reductions, (v) a $1.5 million increase in personnel costs primarily attributable to an increase in employer payroll taxes related to the exercise or vesting of certain awards under the Stock Incentive Plans and (vi) a $0.9 million net increase in share-based compensation expense primarily attributable to the grant of additional awards under the Stock Incentive Plans, partially offset by the forfeiture of certain awards. 54 General and administrative expenses.
The following are reconciliations of our non-GAAP net income (loss) and non-GAAP diluted earnings (loss) per share to net income (loss) and diluted earnings (loss) per share, respectively, their most directly comparable GAAP measures (in thousands, except per share data), for the periods indicated: Years Ended December 31, 2023 2022 Reconciliation of non-GAAP net income (loss): Net income (loss) $ 429,121 $ (1,469,797 ) Share-based compensation expense 69,571 63,619 Interest expense arising from amortization of debt issuance costs 8,808 8,694 Gain on debt extinguishment (44,686 ) 0 Income tax effects (1) (6,062 ) (13,250 ) Non-GAAP net income (loss) $ 456,752 $ (1,410,734 ) Reconciliation of non-GAAP diluted earnings (loss) per share (2): Diluted earnings (loss) per share $ 26.42 $ (129.83 ) Share-based compensation expense (per diluted share) 4.20 5.62 Interest expense arising from amortization of debt issuance costs (per diluted share) (3) 0.10 0.77 Gain on debt extinguishment (per diluted share) (2.70 ) 0.00 Income tax effects (per diluted share) (3) (0.24 ) (1.17 ) Non-GAAP diluted earnings (loss) per share $ 27.78 $ (124.61 ) (1) Income tax effects reflect the net tax effects of share-based compensation expense, which includes tax benefits and expenses on exercises of stock options and vesting of share-settled restricted stock units, interest expense for amortization of debt issuance costs, and gain on debt extinguishment.
The following are reconciliations of our non-GAAP net (loss) income and non-GAAP diluted (loss) earnings per share to net (loss) income and diluted (loss) earnings per share, respectively, their most directly comparable GAAP measures (in thousands, except per share data), for the periods indicated: Years Ended December 31, 2024 2023 Reconciliation of non-GAAP net (loss) income: Net (loss) income $ (1,166,661 ) $ 429,121 Share-based compensation expense 77,124 69,571 Interest expense arising from amortization of debt issuance costs 15,336 8,808 Loss (gain) on debt extinguishment 22,933 (44,686 ) Income tax effects (1) (243,102 ) (6,062 ) Non-GAAP net (loss) income $ (1,294,370 ) $ 456,752 Reconciliation of non-GAAP diluted (loss) earnings per share (2): Diluted (loss) earnings per share $ (6.06 ) $ 2.64 Share-based compensation expense (per diluted share) 0.40 0.42 Interest expense arising from amortization of debt issuance costs (per diluted share) (3) 0.08 0.01 Loss (gain) on debt extinguishment (per diluted share) 0.12 (0.27 ) Income tax effects (per diluted share) (3) (1.26 ) (0.02 ) Non-GAAP diluted (loss) earnings per share $ (6.72 ) $ 2.78 (1) Income tax effects reflect the net tax effects of share-based compensation, which includes tax benefits and expenses on exercises of stock options and vesting of share-settled restricted stock units, interest expense for amortization of debt issuance costs, and gains and losses on debt extinguishment.
Cost of subscription services revenues increased $7.0 million during 2023, as compared to the prior year, primarily due to (i) a $5.7 million increase in cloud hosting infrastructure costs, which is a result of the increased usage by new and existing cloud subscription services customers, (ii) a $0.5 million increase in employee salaries primarily attributable to an increase in average staffing levels and wage increases, and (iii) a $0.4 million increase in variable compensation. 53 Cost of product support revenues.
Cost of subscription services revenues increased $10.7 million during 2024, as compared to the prior year, primarily due to a $10.0 million increase in cloud hosting infrastructure costs, which is a result of the increased usage by new and existing cloud subscription services customers. 53 Cost of product support revenues.
Net cash used in investing activities. In 2023 and 2022, the changes in cash used in and provided by investing activities primarily relate to purchases and sales of digital assets and expenditures on property and equipment.
In 2024 and 2023, the changes in net cash used in investing activities primarily relate to purchases of digital assets, advance deposits on a new corporate aircraft, and expenditures on property and equipment.
As a result, we would seek to satisfy these obligations through various options that we expect to be available to us, such as refinancing our debt or generating cash from other sources, which may include the issuance and sale of shares of our class A common stock, borrowings collateralized by bitcoin, or the sale of our bitcoin.
As a result, we would seek to satisfy these obligations through various options that we expect to be available to us, such as refinancing our debt or generating cash from other sources, which may include proceeds from equity or debt financings, or the sale of our bitcoin. See “—Availability of Bitcoin for Liquidity” below and “Item 1A.
Excess Cash refers to cash in excess of the minimum Cash Assets that we are required to hold under our Treasury Reserve Policy, which may include cash generated by operating activities and cash from the proceeds of financing activities. 48 The following table shows the approximate number of bitcoins held at the end of each respective period, as well as market value calculations of our bitcoin holdings based on the lowest, highest, and ending market prices of one bitcoin on the Coinbase exchange (our principal market) for each respective year, as further defined below: Approximate Number of Bitcoins Held at End of Year Lowest Market Price Per Bitcoin During Year (a) Market Value of Bitcoin Held at End of Year Using Lowest Market Price (in thousands) (b) Highest Market Price Per Bitcoin During Year (c) Market Value of Bitcoin Held at End of Year Using Highest Market Price (in thousands) (d) Market Price Per Bitcoin at End of Year (e) Market Value of Bitcoin Held at End of Year Using Ending Market Price (in thousands) (f) December 31, 2021 124,391 $ 27,678.00 $ 3,442,894 $ 69,000.00 $ 8,582,979 $ 45,879.97 $ 5,707,055 December 31, 2022 132,500 $ 15,460.00 $ 2,048,450 $ 48,240.00 $ 6,391,800 $ 16,556.32 $ 2,193,712 December 31, 2023 189,150 $ 16,490.00 $ 3,119,084 $ 45,000.00 $ 8,511,750 $ 42,531.41 $ 8,044,816 (a) The “Lowest Market Price Per Bitcoin During Year” represents the lowest market price for one bitcoin reported on the Coinbase exchange during the respective year, without regard to when we purchased any of our bitcoin.
The following table shows the approximate number of bitcoins held at the end of each respective period, as well as market value calculations of our bitcoin holdings based on the lowest, highest, and ending market prices of one bitcoin on the Coinbase exchange (our principal market) for each respective year, as further defined below: Approximate Number of Bitcoins Held at End of Year Lowest Market Price Per Bitcoin During Year (a) Market Value of Bitcoin Held at End of Year Using Lowest Market Price (in thousands) (b) Highest Market Price Per Bitcoin During Year (c) Market Value of Bitcoin Held at End of Year Using Highest Market Price (in thousands) (d) Market Price Per Bitcoin at End of Year (e) Market Value of Bitcoin Held at End of Year Using Ending Market Price (in thousands) (f) December 31, 2022 132,500 $ 15,460.00 $ 2,048,450 $ 48,240.00 $ 6,391,800 $ 16,556.32 $ 2,193,712 December 31, 2023 189,150 $ 16,490.00 $ 3,119,084 $ 45,000.00 $ 8,511,750 $ 42,531.41 $ 8,044,816 December 31, 2024 447,470 $ 38,501.00 $ 17,228,042 $ 108,388.88 $ 48,500,772 $ 93,390.21 $ 41,789,317 (a) The “Lowest Market Price Per Bitcoin During Year” represents the lowest market price for one bitcoin reported on the Coinbase exchange during the respective year, without regard to when we purchased any of our bitcoin.
As of December 31, 2023 and 2022, the amount of cash and cash equivalents held by our U.S. entities was $10.5 million and $14.8 million, respectively, and by our non-U.S. entities was $36.3 million and $29.0 million, respectively.
As of December 31, 2024 and 2023, we held cash and cash equivalents of (i) $8.8 million and $10.5 million, respectively, through our U.S. entities and (ii) $29.3 million and $36.3 million, respectively, through our non-U.S. entities.
The following are reconciliations of our non-GAAP constant currency revenues, cost of revenues, and operating expenses to their most directly comparable GAAP measures (in thousands) for the periods indicated: Years Ended December 31, GAAP Foreign Currency Exchange Rate Impact (1) Non-GAAP Constant Currency (2) GAAP GAAP % Change Non-GAAP Constant Currency % Change (3) 2023 2023 2023 2022 2023 2023 Product licenses revenues $ 75,351 $ 300 $ 75,051 $ 86,498 -12.9 % -13.2 % Subscription services revenues 81,179 296 80,883 60,746 33.6 % 33.1 % Product support revenues 263,888 1,514 262,374 266,521 -1.0 % -1.6 % Other services revenues 75,843 186 75,657 85,499 -11.3 % -11.5 % Cost of product support revenues 22,434 46 22,388 21,264 5.5 % 5.3 % Cost of other services revenues 53,805 666 53,139 55,283 -2.7 % -3.9 % Sales and marketing expenses 149,671 694 148,977 146,882 1.9 % 1.4 % Research and development expenses 120,530 (1,163 ) 121,693 127,428 -5.4 % -4.5 % General and administrative expenses 115,312 235 115,077 111,421 3.5 % 3.3 % GAAP Foreign Currency Exchange Rate Impact (1) Non-GAAP Constant Currency (2) GAAP GAAP % Change Non-GAAP Constant Currency % Change (3) 2022 2022 2022 2021 2022 2022 Product licenses revenues $ 86,498 $ (2,762 ) $ 89,260 $ 101,804 -15.0 % -12.3 % Subscription services revenues 60,746 (2,118 ) 62,864 43,069 41.0 % 46.0 % Product support revenues 266,521 (11,261 ) 277,782 281,209 -5.2 % -1.2 % Other services revenues 85,499 (5,140 ) 90,639 84,680 1.0 % 7.0 % Cost of product support revenues 21,264 (745 ) 22,009 19,254 10.4 % 14.3 % Cost of other services revenues 55,283 (3,956 ) 59,239 54,033 2.3 % 9.6 % Sales and marketing expenses 146,882 (5,698 ) 152,580 160,141 -8.3 % -4.7 % Research and development expenses 127,428 (2,249 ) 129,677 117,117 8.8 % 10.7 % General and administrative expenses 111,421 (1,567 ) 112,988 95,501 16.7 % 18.3 % (1) The “Foreign Currency Exchange Rate Impact” reflects the estimated impact of fluctuations in foreign currency exchange rates on international components of our Consolidated Statements of Operations.
The following are reconciliations of our non-GAAP constant currency revenues, cost of revenues, and operating expenses to their most directly comparable GAAP measures (in thousands) for the periods indicated: Years Ended December 31, GAAP Foreign Currency Exchange Rate Impact (1) Non-GAAP Constant Currency (2) GAAP GAAP % Change Non-GAAP Constant Currency % Change (3) 2024 2024 2024 2023 2024 2024 Product licenses revenues $ 48,567 $ (504 ) $ 49,071 $ 75,351 -35.5 % -34.9 % Subscription services revenues 106,776 65 106,711 81,179 31.5 % 31.5 % Product support revenues 243,805 (214 ) 244,019 263,888 -7.6 % -7.5 % Other services revenues 64,308 (43 ) 64,351 75,843 -15.2 % -15.2 % Cost of product support revenues 33,289 34 33,255 22,434 48.4 % 48.2 % Cost of other services revenues 50,679 284 50,395 53,805 -5.8 % -6.3 % Sales and marketing expenses 138,081 (273 ) 138,354 149,671 -7.7 % -7.6 % Research and development expenses 118,486 (190 ) 118,676 120,530 -1.7 % -1.5 % General and administrative expenses 140,537 56 140,481 115,312 21.9 % 21.8 % GAAP Foreign Currency Exchange Rate Impact (1) Non-GAAP Constant Currency (2) GAAP GAAP % Change Non-GAAP Constant Currency % Change (3) 2023 2023 2023 2022 2023 2023 Product licenses revenues $ 75,351 $ 300 $ 75,051 $ 86,498 -12.9 % -13.2 % Subscription services revenues 81,179 296 80,883 60,746 33.6 % 33.1 % Product support revenues 263,888 1,514 262,374 266,521 -1.0 % -1.6 % Other services revenues 75,843 186 75,657 85,499 -11.3 % -11.5 % Cost of product support revenues 22,434 46 22,388 21,264 5.5 % 5.3 % Cost of other services revenues 53,805 666 53,139 55,283 -2.7 % -3.9 % Sales and marketing expenses 149,671 694 148,977 146,882 1.9 % 1.4 % Research and development expenses 120,530 (1,163 ) 121,693 127,428 -5.4 % -4.5 % General and administrative expenses 115,312 235 115,077 111,421 3.5 % 3.3 % (1) The “Foreign Currency Exchange Rate Impact” reflects the estimated impact of fluctuations in foreign currency exchange rates on international components of our Consolidated Statements of Operations.
Integral to the MicroStrategy ONE platform are Generative AI capabilities that are designed to automate and accelerate the deployment of AI-enabled applications across our customers’ enterprises. By making advanced analytics accessible through conversational AI, MicroStrategy ONE provides non-technical users with the ability to directly access novel and actionable insights for decision-making.
Integral to the Strategy One platform are Generative AI capabilities that are designed to automate and accelerate the deployment of AI-enabled applications across the enterprise. By making advanced analytics accessible through conversational AI, Strategy One provides non-technical users with timely, actionable insights for decision-making. The analytics market is highly competitive and subject to rapidly changing technology and market conditions.
(b) During 2023, we purchased bitcoin using $1.864 billion of the net proceeds from our sale of class A common stock under at-the-market equity offering programs, and Excess Cash.
During 2024, we purchased $22.073 billion of bitcoin using net proceeds from the sale of class A common stock under our at-the-market equity offering programs, net proceeds from the issuances of our 2030 Convertible Notes, 2031 Convertible Notes, 2032 Convertible Notes, 2028 Convertible Notes, and 2029 Convertible Notes, and Excess Cash.
Our material contractual obligations (explained in further detail in the Notes to the Consolidated Financial Statements, as referenced below) and cash requirements consist of: • principal and interest payments related to our long-term debt (Note 8, Long-term Debt); • rent payments under noncancellable operating leases (Note 7, Leases); • payments related to the Transition Tax (Note 9, Commitments and Contingencies); • payments under various purchase agreements, primarily related to third-party cloud hosting services and third-party software supporting our products, marketing, and operations (Note 9, Commitments and Contingencies); and • ongoing personnel-related expenditures and vendor payments.
Contractual and Other Obligations Our material contractual obligations (explained in further detail in the Notes to the Consolidated Financial Statements, as referenced below) and cash requirements consist of: • principal and interest payments related to our long-term debt (Note 8, Long-term Debt), which includes: o principal due upon maturity of our long-term debt instruments in the aggregate of $7.272 billion; o $3.2 million in coupon interest due each semi-annual period for the 2028 Convertible Notes; o $2.5 million in coupon interest due each semi-annual period for the 2030 Convertible Notes; o $2.6 million in coupon interest due each semi-annual period for the 2031 Convertible Notes; o $9.0 million in coupon interest due each semi-annual period for the 2032 Convertible Notes; and o $0.1 million due monthly in principal and interest related to our other long-term secured debt; • payments under various purchase agreements, primarily related to third-party cloud hosting services, third-party software supporting our products, marketing, and operations, and a new corporate aircraft (Note 9, Commitments and Contingencies); • rent payments under noncancellable operating leases (Note 7, Leases); • payments related to the Transition Tax (Note 9, Commitments and Contingencies); and • ongoing personnel-related expenditures and vendor payments.
However, we consider the risk of significant volatility in our established SSP to be small given our historical transaction experience and internal processes to monitor SSP ranges on an ongoing basis and work with management in the event a trend that could impact the future ranges is detected. 51 Results of Operations Comparison of the Years Ended December 31, 2023 and 2022 Revenues Except as otherwise indicated herein, the term “domestic” refers to operations in the United States and Canada and the term “international” refers to operations outside of the United States and Canada.
However, we consider the risk of significant volatility in our established SSP to be small given our historical transaction experience and internal processes to monitor SSP ranges on an ongoing basis and work with management in the event a trend that could impact the future ranges is detected.
As of December 31, 2023, we have not indefinitely reinvested any of our undistributed foreign earnings and have recorded a deferred tax liability of $2.9 million on undistributed foreign earnings related to foreign withholding tax and U.S. state income taxes.
We will continue to regularly assess the realizability of deferred tax assets. As of December 31, 2024, we have not indefinitely reinvested any of our undistributed foreign earnings and have recorded a deferred tax liability of $4.0 million on undistributed foreign earnings related to foreign withholding tax and U.S. state income taxes. The U.S. enacted the IRA in August 2022.
The following table sets forth cost of revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Cost of Revenues: Product licenses and subscription services: Product licenses $ 1,929 $ 1,672 15.4 % Subscription services 31,776 24,770 28.3 % Total product licenses and subscription services 33,705 26,442 27.5 % Product support 22,434 21,264 5.5 % Other services: Consulting 51,311 50,820 1.0 % Education 2,494 4,463 -44.1 % Total other services 53,805 55,283 -2.7 % Total cost of revenues $ 109,944 $ 102,989 6.8 % Cost of product licenses revenues.
The following table sets forth cost of revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2024 2023 % Change Cost of Revenues: Product licenses and subscription services: Product licenses $ 3,060 $ 1,929 58.6 % Subscription services 42,440 31,776 33.6 % Total product licenses and subscription services 45,500 33,705 35.0 % Product support 33,289 22,434 48.4 % Other services: Consulting 48,374 51,311 -5.7 % Education 2,305 2,494 -7.6 % Total other services 50,679 53,805 -5.8 % Total cost of revenues $ 129,468 $ 109,944 17.8 % Cost of product licenses revenues.
Refer to Note 8, Long-term Debt, and Note 4, Digital Assets, to the Consolidated Financial Statements for further information. Gain on Debt Extinguishment In 2023, the $44.7 million gain on debt extinguishment resulted from the repayment of the 2025 Secured Term Loan. Refer to Note 8, Long-term Debt, to the Consolidated Financial Statements for further information.
In 2023, the $44.7 million gain on debt extinguishment resulted from the repayment of the 2025 Secured Term Loan. Refer to Note 8, Long-term Debt, to the Consolidated Financial Statements for further information. Other Income (Expense), Net Other income, net, of $3.5 million in 2024 was comprised primarily of foreign currency transaction net gains.
The following table summarizes deferred revenue and advance payments (in thousands), as of: December 31, 2023 2022 Current: Deferred product licenses revenue $ 3,579 $ 2,825 Deferred subscription services revenue 65,512 51,861 Deferred product support revenue 152,012 155,366 Deferred other services revenue 7,059 7,376 Total current deferred revenue and advance payments $ 228,162 $ 217,428 Non-current: Deferred product licenses revenue $ 0 $ 2,742 Deferred subscription services revenue 3,097 3,030 Deferred product support revenue 4,984 6,387 Deferred other services revenue 443 604 Total non-current deferred revenue and advance payments $ 8,524 $ 12,763 Total current and non-current: Deferred product licenses revenue $ 3,579 $ 5,567 Deferred subscription services revenue 68,609 54,891 Deferred product support revenue 156,996 161,753 Deferred other services revenue 7,502 7,980 Total current and non-current deferred revenue and advance payments $ 236,686 $ 230,191 The portions of multi-year contracts that will be invoiced in the future are not presented on the balance sheet in “Accounts receivable, net” and “Deferred revenue and advance payments” and instead are included in the remaining performance obligation disclosure below.
The following table summarizes deferred revenue and advance payments (in thousands), as of: December 31, 2024 2023 Current: Deferred product licenses revenue $ 1,777 $ 3,579 Deferred subscription services revenue 107,119 65,512 Deferred product support revenue 124,684 152,012 Deferred other services revenue 4,394 7,059 Total current deferred revenue and advance payments $ 237,974 $ 228,162 Non-current: Deferred product licenses revenue $ 174 $ 0 Deferred subscription services revenue 2,263 3,097 Deferred product support revenue 2,111 4,984 Deferred other services revenue 422 443 Total non-current deferred revenue and advance payments $ 4,970 $ 8,524 Total current and non-current: Deferred product licenses revenue $ 1,951 $ 3,579 Deferred subscription services revenue 109,382 68,609 Deferred product support revenue 126,795 156,996 Deferred other services revenue 4,816 7,502 Total current and non-current deferred revenue and advance payments $ 242,944 $ 236,686 The portions of multi-year contracts that will be invoiced in the future are not presented on the balance sheet in “Accounts receivable, net” and “Deferred revenue and advance payments” and instead are included in the remaining performance obligation disclosure below.
The 2027 Convertible Notes do not bear regular interest and we have not paid any special interest to holders of the 2027 Convertible Notes to date. In June 2021, we issued $500.0 million aggregate principal amount of the 2028 Secured Notes. We used the net proceeds from the issuance of the 2028 Secured Notes to acquire bitcoin.
In June 2021, we issued $500.0 million aggregate principal amount of the 2028 Secured Notes. We used the net proceeds from the issuance of the 2028 Secured Notes to acquire bitcoin. During 2024 and 2023, we paid $23.9 million and $30.6 million, respectively, in interest to holders of the 2028 Secured Notes.
We also have long-term cash requirements for obligations related to our operating leases, the Transition Tax, and our various purchase agreements. As of December 31, 2023, we do not expect cash and cash equivalents generated by our enterprise analytics software business to be sufficient to satisfy these obligations.
We also have long-term cash requirements for obligations related to our operating leases, delivery of our new corporate aircraft, our various purchase agreements, and potentially CAMT. We expect our cash and cash equivalents as of December 31, 2024, together with cash and cash equivalents generated by our operations, will not be sufficient to satisfy these obligations.
Consulting revenues are derived from helping customers plan and execute the deployment of our software. Consulting revenues decreased $8.8 million during 2023, as compared to the prior year, primarily due to a decrease in billable hours worldwide, partially offset by an increase in average bill rates. Education revenues.
Consulting revenues are derived from helping customers plan and execute the deployment of our software. Consulting revenues decreased $10.6 million during 2024, as compared to the prior year, primarily due to a decrease in demand for domestic consulting services. Education revenues.
During 2022 and 2023, we used proceeds from various capital raising transactions to purchase bitcoin. As of December 31, 2023, we held an aggregate of approximately 189,150 bitcoins, with 16,081 bitcoins held directly by MicroStrategy Incorporated and 173,069 bitcoins held by MacroStrategy.
During 2023 and 2024, we used proceeds from various capital raising transactions to purchase bitcoin. As of December 31, 2024, we held an aggregate of approximately 447,470 bitcoins.
As part of this strategic transformation, we have taken and will continue to take measures to reorganize and optimize 47 efficiency across our business functions, including sales, marketing, consulting, product, engineering, as well as other corporate functions.
As part of this strategic transformation, we have taken and will continue to take certain measures to optimize operational and organizational efficiency across all of our corporate functions.
Net cash provided by operating activities increased $9.5 million during 2023, as compared to the prior year, due to a $1.899 billion increase in net income and a $15.6 million increase from changes in operating assets and liabilities, partially offset by a $1.905 billion decrease in non-cash items (principally related to digital asset impairment losses and deferred taxes and gain on extinguishment of debt).
The change in operating cash flows was due to a $1.596 billion decrease in net income and a $21.7 million decrease from changes in operating assets and liabilities, which was partially offset by a $1.552 billion net increase in non-cash items (principally related to digital asset impairment losses and losses on the extinguishment of certain debt instruments, partially offset by deferred taxes).
Impaired digital assets are written down to fair value at the time of impairment, and such impairment loss cannot be recovered for any subsequent increases in fair value. Gains (if any) are not recorded until realized upon sale.
Digital asset impairment losses are recognized when the carrying value of our digital assets exceeds their lowest fair value at any time since their acquisition. Impaired digital assets are written down to fair value at the time of impairment, and such impairment loss cannot be recovered for any subsequent increases in fair value.
We used the net proceeds from the issuance of the Convertible 58 Notes to acquire bitcoin. During 2023 and 2022, we paid $4.9 million and $4.9 million, respectively, in interest to holders of the 2025 Convertible Notes.
We principally used the net proceeds from the issuances of the Convertible Notes to acquire bitcoin, and we used a portion of the net proceeds from the 2028 Convertible Notes to redeem the 2028 Secured Notes, as discussed further below. During 2024 and 2023, we paid $16.5 million and $4.9 million, respectively, in interest to holders of the Convertible Notes.
Net cash used in investing activities increased $1.627 billion during 2023, as compared to the prior year, primarily due to a $1.614 billion increase in purchases of bitcoins and an $11.8 million decrease in sales of bitcoins.
Net cash used in investing activities increased $20.181 billion during 2024, as compared to the prior year, primarily due to a $20.170 billion increase in purchases of bitcoins and a $10.5 million deposit on a new corporate aircraft.
Net cash provided by financing activities increased $1.625 billion during 2023, as compared to the prior year, primarily due to (i) a $1.974 billion increase in net proceeds from the sale of class A common stock under our at-the-market equity offering program during 2023 as compared to 2022, (ii) a $29.1 million increase in proceeds from the exercise of stock options under the 2013 Equity Plan during 2023 compared to 2022, partially offset by (iii) a $215.4 million decrease in long-term debt proceeds, net of lender fees and issuance costs during 2023 as compared to 2022, (iv) the $160.0 million repayment of the 2025 Secured Term Loan and related third-party extinguishment costs during 2023, which was repaid using proceeds from our sale of class A common stock offered under our at-the-market equity offering program, (v) a $2.0 million increase in payment of withholding tax on vesting of restricted stock units during 2023 compared to 2022 and (vi) a $0.5 million decrease in proceeds from the sales of class A common stock under the 2021 ESPP during 2023 compared to 2022.
Net cash provided by financing activities increased $20.243 billion during 2024, as compared to the prior year, primarily due to (i) a $14.310 billion increase in net proceeds from the sale of class A common stock under our at-the-market equity offering programs during 2024 as compared to 2023, (ii) a $6.133 billion increase in long-term debt proceeds, net of issuance costs during 2024 as compared to 2023, (iii) the $160.0 million repayment of the 2025 Secured Term Loan and related third-party extinguishment costs during 2023, which was repaid using proceeds from our sale of class A common stock offered under our at-the-market equity offering programs, and (iv) a $153.8 million increase in proceeds from the exercise of stock options under the Stock Incentive Plans during 2024 as compared to 2023, partially offset by (v) the $515.4 million repayment of the 2028 Secured Notes and related third-party extinguishment costs during 2024, which was repaid using proceeds from the issuance of the 2028 Convertible Notes. 60 Long-term Debt The terms of each of the long-term debt instruments described below are discussed more fully in Note 8, Long-term Debt, to the Consolidated Financial Statements.
The following table presents a roll-forward of our bitcoin holdings, including additional information related to our bitcoin purchases, sales, and digital asset impairment losses within the respective periods: Source of Capital Used to Purchase Bitcoin Digital Asset Original Cost Basis (in thousands) Digital Asset Impairment Losses (in thousands) Digital Asset Carrying Value (in thousands) Approximate Number of Bitcoins Held (Disposed) Approximate Average Purchase or Sale Price Per Bitcoin Balance at December 31, 2021 $ 3,751,529 $ (901,319 ) $ 2,850,210 124,391 $ 30,159 Digital asset purchases (a) 287,921 287,921 8,813 32,670 Digital asset impairment losses (1,287,213 ) (1,287,213 ) Digital asset sales * (46,260 ) 35,370 (10,890 ) (704 ) 16,786 Balance at December 31, 2022 $ 3,993,190 $ (2,153,162 ) $ 1,840,028 132,500 $ 30,137 Digital asset purchases (b) 1,902,299 1,902,299 56,650 33,580 Digital asset impairment losses (115,851 ) (115,851 ) Balance at December 31, 2023 $ 5,895,489 $ (2,269,013 ) $ 3,626,476 189,150 $ 31,168 * During 2022, we sold approximately 704 bitcoins having an original cost basis of $46.3 million and cumulative digital asset impairment losses of $35.4 million, resulting in a carrying value of $10.9 million at the time of sale.
The following table presents a roll-forward of our bitcoin holdings, including additional information related to our bitcoin purchases, sales, and digital asset impairment losses within the respective periods: Source of Capital Used to Purchase Bitcoin Digital Asset Original Cost Basis (in thousands) Digital Asset Impairment Losses (in thousands) Digital Asset Carrying Value (in thousands) Approximate Number of Bitcoins Held Approximate Average Purchase Price Per Bitcoin Balance at December 31, 2022 $ 3,993,190 $ (2,153,162 ) $ 1,840,028 132,500 $ 30,137 Digital asset purchases (a) 1,902,299 1,902,299 56,650 33,580 Digital asset impairment losses (115,851 ) (115,851 ) Balance at December 31, 2023 $ 5,895,489 $ (2,269,013 ) $ 3,626,476 189,150 $ 31,168 Digital asset purchases (b) 22,072,759 22,072,759 258,320 85,447 Digital asset impairment losses (1,789,862 ) (1,789,862 ) Balance at December 31, 2024 $ 27,968,248 $ (4,058,875 ) $ 23,909,373 447,470 $ 62,503 (a) During 2023, we purchased bitcoin using $1.864 billion of the net proceeds from our sale of class A common stock under our at-the-market equity offering programs, and $37.9 million of Excess Cash.
Education revenues decreased $0.9 million during 2023, as compared to the prior year, primarily due to lower sales of annual subscriptions to training courses. Costs and Expenses Cost of revenues.
Education revenues decreased $1.0 million during 2024, as compared to the prior year, primarily due to a decrease in demand for education services. Costs and Expenses Cost of revenues.
The following table sets forth other services revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Other Services Revenues: Consulting Domestic $ 35,261 $ 39,147 -9.9 % International 36,814 41,697 -11.7 % Total consulting revenues 72,075 80,844 -10.8 % Education 3,768 4,655 -19.1 % Total other services revenues $ 75,843 $ 85,499 -11.3 % Consulting revenues.
The following table sets forth other services revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2024 2023 % Change Other Services Revenues: Consulting Domestic $ 27,646 $ 35,261 -21.6 % International 33,855 36,814 -8.0 % Total consulting revenues 61,501 72,075 -14.7 % Education 2,807 3,768 -25.5 % Total other services revenues $ 64,308 $ 75,843 -15.2 % Consulting revenues.
Included in research and development expenses for 2023 is an aggregate $1.2 million favorable foreign currency exchange impact. 54 General and administrative expenses. General and administrative expenses consist of personnel and related overhead costs, and other costs of our executive, finance, human resources, information systems, and administrative departments, as well as third-party consulting, legal, and other professional fees.
General and administrative expenses consist of personnel and related overhead costs, and other costs of our executive, finance, human resources, information systems, and administrative departments, as well as third-party consulting, legal, and other professional fees, and third-party costs associated with our digital asset holdings.
As of February 14, 2024, we held approximately 190,000 bitcoins that were acquired at an aggregate purchase price of $5.933 billion and an average purchase price of approximately $31,224 per bitcoin, inclusive of fees and expenses. As of February 14, 2024, at 4:00 p.m.
As of February 14, 2025, we held approximately 478,740 bitcoins that were acquired at an aggregate purchase price of $31.134 billion and an average purchase price of approximately $65,033 per bitcoin, inclusive of fees and expenses. As of February 14, 2025, at 4:00 p.m. Eastern Time, the market price of one bitcoin reported on the Coinbase exchange was $97,236.98.
Product support revenues decreased $2.6 million during 2023, as compared to the prior year, primarily due to certain existing customers converting from perpetual product licenses with separate support contracts to our subscription services or term product licenses offerings, partially offset by a $1.5 million favorable foreign currency exchange impact.
Product support revenues are recognized ratably over the term of the contract, which is generally one year. Product support revenues decreased $20.1 million during 2024, as compared to the prior year, primarily due to certain existing customers converting from perpetual product licenses with separate support contracts to our subscription services offerings.
Beginning in the third quarter of 2023, the term “international” refers to operations outside of the United States and Canada only where the functional currency is the local currency (i.e., excluding any location whose economy is considered highly inflationary). Prior year comparative periods have been recast to conform to current period presentation.
The term “international” refers to operations outside of the United States and Canada only where the functional currency is the local currency (i.e., excluding any location whose economy is considered highly inflationary). (2) The “Non-GAAP Constant Currency” reflects the current period GAAP amount, less the Foreign Currency Exchange Rate Impact.
The following table sets forth product licenses and subscription services revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change Product Licenses and Subscription Services Revenues: Product Licenses Domestic $ 39,193 $ 54,794 -28.5 % International 36,158 31,704 14.0 % Total product licenses revenues 75,351 86,498 -12.9 % Subscription Services Domestic 52,528 42,428 23.8 % International 28,651 18,318 56.4 % Total subscription services revenues 81,179 60,746 33.6 % Total product licenses and subscription services revenues $ 156,530 $ 147,244 6.3 % Product licenses revenues.
The following table sets forth product licenses and subscription services revenues (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2024 2023 % Change Product Licenses and Subscription Services Revenues: Product Licenses Domestic $ 19,803 $ 39,193 -49.5 % International 28,764 36,158 -20.4 % Total product licenses revenues 48,567 75,351 -35.5 % Subscription Services Domestic 66,820 52,528 27.2 % International 39,956 28,651 39.5 % Total subscription services revenues 106,776 81,179 31.5 % Total product licenses and subscription services revenues $ 155,343 $ 156,530 -0.8 % Product licenses revenues.
The following table sets forth general and administrative expenses (in thousands) and related percentage changes for the periods indicated: Years Ended December 31, 2023 2022 % Change General and administrative expenses $ 115,312 $ 111,421 3.5 % General and administrative expenses increased $3.9 million during 2023, as compared to the prior year, primarily due to (i) a $6.3 million net increase in share-based compensation expense primarily attributable to the grant of additional awards under the Stock Incentive Plans, partially offset by certain awards that became fully vested, (ii) a $1.2 million increase in the estimated minimum loss with respect to the Brazilian matters noted in Note 9, Commitments and Contingencies, to the Consolidated Financial Statements, (iii) a $0.7 million increase in severance costs associated with streamlining our organization, and (iv) a $0.5 million increase in directors and officers liability insurance expense, partially offset by (v) a $2.3 million decrease in costs related to the maintenance and operations of our corporate aircraft, (vi) a $0.9 million decrease in recruiting costs, (vii) a $0.6 million decrease in legal, consulting, advisory, and other third-party costs, and (viii) a $0.5 million decrease in variable compensation.
The following table sets forth general and administrative expenses (in thousands) and related percentage change for the periods indicated: Years Ended December 31, 2024 2023 % Change General and administrative expenses $ 140,537 $ 115,312 21.9 % General and administrative expenses increased $25.2 million during 2024, as compared to the prior year, primarily due to (i) an $8.6 million increase in personnel costs primarily attributable to an increase in employer payroll taxes related to the exercise or vesting of certain awards under the Stock Incentive Plans, (ii) an $8.2 million net increase in share-based compensation expense primarily attributable to the grant of additional awards under the Stock Incentive Plans, partially offset by certain awards that became fully vested and the forfeiture of certain awards, (iii) a $6.1 million increase in legal, consulting, and other advisory costs, and (iv) a $4.4 million increase in custodial fees incurred on our bitcoin holdings, partially offset by (v) a $2.7 million decrease in employee salaries primarily attributable to a decrease in average staffing levels, partially offset by wage increases.
On March 24, 2023, MacroStrategy and Silvergate Bank entered into a Prepayment, Waiver and Payoff to Credit and Security Agreement, pursuant to which MacroStrategy voluntarily prepaid Silvergate approximately $161.0 million (the “Payoff Amount”), in full repayment, satisfaction, and discharge of the 2025 Secured Term Loan and all other obligations under the Credit and Security Agreement.
On March 24, 2023, MacroStrategy voluntarily prepaid Silvergate approximately $161.0 million (the “Payoff Amount”), in full repayment, satisfaction, and discharge of the 2025 Secured Term Loan, and all collateral securing the 2025 Secured Term Loan, including the bitcoin that was serving as collateral, was released.