Biggest changeResults of Operations The following table summarizes our results of operations: (in thousands, except percentages) Years ended December 31, 2024 compared to 2023 2023 compared to 2022 2024 2023 2022 $ % $ % Revenue Operating revenue $ 58,488 $ 43,876 $ 39,681 $ 14,612 33.3 % $ 4,195 10.6 % Grant revenue 351 699 162 (348) (49.8) % 537 >100% Total revenue 58,839 44,575 39,843 14,264 32.0 % 4,732 11.9 % Operating costs and expenses Cost of revenue 45,238 42,587 48,275 2,651 6.2 % (5,688) (11.8) % Research and development 314,421 241,226 155,696 73,195 30.3 % 85,530 54.9 % General and administrative 178,184 110,822 81,599 67,362 60.8 % 29,223 35.8 % Total operating costs and expenses 537,843 394,635 285,570 143,208 36.3 % 109,065 38.2 % Loss from operations (479,004) (350,060) (245,727) (128,944) 36.8 % (104,333) 42.5 % Other income, net 14,216 17,932 6,251 (3,716) (20.7) % 11,681 n/m Loss before income tax benefit (464,788) (332,128) (239,476) (132,660) 39.9 % (92,652) 38.7 % Income tax benefit 1,127 4,062 — (2,935) (72.3) % 4,062 n/m Net loss $ (463,661) $ (328,066) $ (239,476) $ (135,595) 41.3 % $ (88,590) 37.0 % n/m = Not meaningful 170 Table of Contents Revenue The following table summarizes our components of revenue: Years ended December 31, 2024 compared to 2023 2023 compared to 2022 (in thousands, except percentages) 2024 2023 2022 $ % $ % Revenue Operating revenue $ 58,488 $ 43,876 $ 39,681 $ 14,612 33.3 % $ 4,195 10.6 % Grant revenue 351 699 162 (348) (49.8) % 537 >100% Total revenue $ 58,839 $ 44,575 $ 39,843 $ 14,264 32.0 % $ 4,732 11.9 % Operating revenue is generated through research and development agreements derived from strategic alliances.
Biggest changeHowever, the exact timing and amount of the valuation allowance release are subject to change on the basis of the level of profitability that we are able to actually achieve. 145 Table of Contents Results of Operations The following table summarizes our results of operations: (in thousands, except percentages) Years ended December 31, 2025 compared to 2024 2024 compared to 2023 2025 2024 2023 $ % $ % Revenue Operating revenue $ 74,256 $ 58,488 $ 43,876 $ 15,768 27.0 % $ 14,612 33.3 % Grant revenue 425 351 699 74 21.1 % (348) (49.8) % Total revenue 74,681 58,839 44,575 15,842 26.9 % 14,264 32.0 % Operating costs and expenses Cost of revenue 70,953 45,238 42,587 25,715 56.8 % 2,651 6.2 % Research and development 475,271 314,421 241,226 160,850 51.2 % 73,195 30.3 % General and administrative 176,589 178,184 110,822 (1,595) (0.9) % 67,362 60.8 % Total operating costs and expenses 722,813 537,843 394,635 184,970 34.4 % 143,208 36.3 % Loss from operations (648,132) (479,004) (350,060) (169,128) 35.3 % (128,944) 36.8 % Other income, net 3,237 14,216 17,932 (10,979) (77.2) % (3,716) (20.7) % Loss before income tax benefit (644,895) (464,788) (332,128) (180,107) 38.8 % (132,660) 39.9 % Income tax benefit 136 1,127 4,062 (991) (87.9) % (2,935) (72.3) % Net loss $ (644,759) $ (463,661) $ (328,066) $ (181,098) 39.1 % $ (135,595) 41.3 % Revenue The following table summarizes our components of revenue: Years ended December 31, 2025 compared to 2024 2024 compared to 2023 (in thousands, except percentages) 2025 2024 2023 $ % $ % Revenue Operating revenue $ 74,256 $ 58,488 $ 43,876 $ 15,768 27.0 % $ 14,612 33.3 % Grant revenue 425 351 699 74 21.1 % (348) (49.8) % Total revenue $ 74,681 $ 58,839 $ 44,575 $ 15,842 26.9 % $ 14,264 32.0 % Operating revenue is generated through research and development agreements derived from strategic alliances.
For the year ended December 31, 2024, the increase in general and administrative expense compared to the prior year was primarily driven by increases in salaries and wages of $21.1 million, transaction costs of $20.5 million and the inclusion of Exscientia’s results of $11.3 million. We also had increases in software and lease expense.
For the year ended December 31, 2024, the increase in general and administrative expense compared to the prior year was primarily driven by an increase in salaries and wages of $21.1 million, transaction costs of $20.5 million and the inclusion of Exscientia’s results of $11.3 million. We also had increases in software and lease expense.
For the year ended December 31, 2024, the increase in research and development expenses compared to the prior year was driven by our platform and personnel costs as we continue to expand and upgrade our platform, including our chemical technology, machine learning and transcriptomics platform.
For the year ended December 31, 2024, the increase in research and development expenses compared to the prior year was driven by our platform and personnel costs as we continued to expand and upgrade our platform, including our chemical technology, machine learning and transcriptomics platform.
You should review the disclosure under the heading "Risk Factors" in our Annual Report on Form 10-K for a discussion of important factors that could cause our actual results to differ materially from those anticipated in these forward-looking statements. Overview Recursion is a leading clinical stage TechBio company with a mission to decode biology to radically improve lives.
You should review the disclosure under the heading "Risk Factors" in our Annual Report on Form 10-K for a discussion of important factors that could cause our actual results to differ materially from those anticipated in these forward-looking statements. Overview R ecursion is a clinical-stage TechBio company with a mission to decode biology to radically improve lives.
We are entitled to receive variable consideration as certain milestones are achieved. The timing of revenue recognition is not directly correlated to the timing of cash receipts. For the year ended December 31, 2024, the increase in revenue compared to the prior year was due to revenue recognized from our strategic partnership with Roche.
We are entitled to receive variable consideration as certain milestones are achieved. The timing of revenue recognition is not directly correlated to the timing of cash receipts. For the year ended December 31, 2025, the increase in revenue compared to the prior year was due to revenue recognized from our partnership with Sanofi.
We have incurred operating losses and experienced negative operating cash flows and we anticipate that the Company will continue to incur losses for at least the foreseeable future. Our net loss was $463.7 million, $328.1 million and $239.5 million during the years ended December 31, 2024, 2023 and 2022, respectively.
We have incurred operating losses and experienced negative operating cash flows and we anticipate that the Company will continue to incur losses for at least the foreseeable future. Our net loss was $644.8 million, $463.7 million and $328.1 million during the years ended December 31, 2025, 2024 and 2023, respectively.
Amounts allocated to intangible assets and goodwill are based upon fair value estimates. We make estimates of fair value based upon assumptions believed to be reasonable and that of a market participant. These estimates are based on available historical information as well as future expectations and the estimates are inherently uncertain.
We make estimates of fair value based upon assumptions believed to be reasonable and that of a market participant. These estimates are based on available historical information as well as future expectations and the estimates are inherently uncertain.
Concurrent with the Exscientia’s IPO on October 5, 2021, the Company completed a private 176 Table of Contents placement to the Gates Foundation for the sale of 1,590,909 ADSs at the initial offering price of $22.00 per ADS, for gross proceeds of approximately $35.0 million.
Concurrent with the Exscientia’s IPO on October 5, 2021, the Company completed a private placement to the Gates Foundation for the sale of 1.6 million ADSs at the initial offering price of $22.00 per ADS, for gross proceeds of approximately $35.0 million.
Significant components of research and development expense include the following allocated by development phase: Platform, which refers primarily to expenses related to screening of product candidates through hit identification; Discovery, which refers primarily to expenses related to hit identification through development of candidates; and Clinical, which refers primarily to expenses related to development of candidates and beyond.
Significant components of research and development expense include the following allocated by development phase: Platform, which refers primarily to expenses related to screening of product candidates through hit identification, this also includes expenses related to Tempus records purchased; Discovery, which refers primarily to expenses related to hit identification through development of candidates; and Clinical, which refers primarily to expenses related to development of candidates and beyond.
In July 2023, we issued an aggregate of 7.7 million shares of our Class A common stock at a purchase price of $6.49 per share in the 2023 Private Placement with NVIDIA Corporation for net proceeds of approximately $49.9 million.
Financing and Operations Since 2023, our financing and operating activities include the following: In July 2023, we issued an aggregate of 7.7 million shares of our Class A common stock at a purchase price of $6.49 per share in the 2023 Private Placement with NVIDIA Corporation for net proceeds of approximately $49.9 million.
These primarily include materials costs, service hours performed by our employees and depreciation of property and equipment. For the year ended December 31, 2024, the increase in cost of revenue compared to the prior year was due to our Exscientia acquisition for which our results now also include additional customers.
These primarily include materials costs, service hours performed by our employees and depreciation of property and equipment. For the year ended December 31, 2025, the increase in cost of revenue compared to the prior year was due to our Exscientia acquisition for which the cost of revenue is now included for the full year.
A significant change in these estimates could have a material effect on the timing and amount of revenue recognized in future periods. 175 Table of Contents Valuation of Goodwill and Intangible Assets We have acquired and may continue to acquire significant intangible assets and goodwill in connection with business combinations.
A significant change in these estimates could have a material effect on the timing and amount of revenue recognized in future periods. Valuation of Goodwill and Intangible Assets We have acquired and may continue to acquire significant intangible assets and goodwill in connection with business combinations. Amounts allocated to intangible assets and goodwill are based upon fair value estimates.
Liquidity and Capital Resources Sources of Liquidity We have not yet commercialized any products and do not expect to generate revenue from the sales of any product candidates for at least several years. Cash and cash equivalents totaled $594.3 million and $391.6 million as of December 31, 2024 and 2023, respectively.
Liquidity and Capital Resources Sources of Liquidity We have not yet commercialized any products and do not expect to generate revenue from the sales of any product candidates for at least several years. Cash, cash equivalents and restricted cash totaled $753.9 million and $603.0 million as of December 31, 2025 and 2024, respectively.
Research and development expenses consist of costs incurred in performing activities including: • costs to develop and operate our platform; • costs of discovery efforts which may lead to development candidates, including research materials and external research; • costs for clinical development of our investigational products; • costs for materials and supplies associated with the manufacture of active pharmaceutical ingredients, investigational products for preclinical testing and clinical trials; • personnel-related expenses, including salaries, benefits, bonuses and stock-based compensation for employees engaged in research and development functions; • costs associated with operating our digital infrastructure; and • other direct and allocated expenses incurred as a result of research and development activities, including those for facilities, depreciation, amortization and insurance.
Research and development expenses consist of costs incurred in performing activities including: • costs to develop and operate our platform; • costs of discovery efforts which may lead to development candidates, including research materials and external research; • costs for clinical development of our investigational products; • costs for materials and supplies associated with the manufacture of active pharmaceutical ingredients, investigational products for preclinical testing and clinical trials; • personnel-related expenses, including salaries, benefits, bonuses and stock-based compensation for employees engaged in research and development functions; • costs associated with operating our digital infrastructure; and • other direct and allocated expenses incurred as a result of research and development activities, including those for facilities, depreciation, amortization and insurance. • certain cash refundable research and development tax credits including the research and development expenditure credit (RDEC) in the United Kingdom 147 Table of Contents We recognize expenses associated with third-party contracted services as they are incurred.
Cash Flows The following table is a summary of the Consolidated Statements of Cash Flows: Years ended December 31, (in thousands) 2024 2023 2022 Cash used in operating activities $ (359,174) $ (287,780) $ (83,524) Cash provided by (used in) investing activities 260,059 (10,228) 193,249 Cash provided by financing activities 304,120 140,133 154,345 Operating Activities Cash used by operating activities increased during the year ended December 31, 2024 as a result of higher costs incurred for research and development and general and administrative due to the Company’s expansion and upgraded capabilities.
Cash Flows The following table is a summary of the Consolidated Statements of Cash Flows: Years ended December 31, (in thousands) 2025 2024 2023 Cash used in operating activities $ (371,808) $ (359,174) $ (287,780) Cash provided by (used in) investing activities (16,871) 260,059 (10,228) Cash provided by financing activities 521,532 304,120 140,133 Operating Activities Cash used in operating activities increased during the year ended December 31, 2025 as a result of higher costs incurred for research and development and general and administrative primarily due to the Company’s acquisition of Exscientia.
The Group had incurred $16.3 million relating to the Pandemic Preparedness Program as at December 31, 2024, with a total outstanding commitment of $53.7 million. Recently Issued and Adopted Accounting Pronouncements See Note 2, “Summary of Significant Accounting Policies” to the Consolidated Financial Statements for information regarding recently issued and adopted accounting pronouncements.
The Group had incurred $21.7 million relating to the Pandemic Preparedness Program as at December 31, 2025. 151 Table of Contents Recently Issued and Adopted Accounting Pronouncements See Note 2, “Summary of Significant Accounting Policies” to the Consolidated Financial Statements for information regarding recently issued and adopted accounting pronouncements.
For the year ended December 31, 2023, the increase in other income compared to the prior year was driven by an increase in interest income related to earnings on cash and cash equivalents in money market funds .
The 148 Table of Contents decrease was partially offset by an increase in interest income driven by our increase in earnings on cash and cash equivalents. For the year ended December 31, 2024, the decrease in other income, net compared to the prior year was related to a decrease in earnings on cash and cash equivalents in money market funds.
Contractual Obligations The Company’s material cash requirements include the following contractual obligations: As of December 31, 2024, the Company had $27.4 million of debt outstanding. This balance is related to notes payable for tenant improvement allowances and the financing agreement for the supercomputer upgrade project.
Contractual Obligations The Company’s material cash requirements include the following contractual obligations: As of December 31, 2025, the Company had $18.7 million of debt outstanding. This balance is related to notes payable for tenant improvement allowances and the supercomputer lease. As of December 31, 2025, the Company had $72.7 million of future lease commitments.
In August 2023 , Recursion entered into an O pen Market Sales Agreement with Jefferies LLC to provide for the offering, issuance and sale of up to an aggregate amount of $300.0 million of its Class A common stock of which $132.8 million remain available for future sales.
In August 2023, Recursion entered into an Open Market Sales Agreement with Jefferies LLC to provide for the offering, issuance and sale of up to an aggregate amount of $300.0 million of its Class A Common stock. The Company sold 26.8 million shares and received net proceeds of $199.1 million under the agreement.
We had cash and cash equivalents of $594.3 million as of December 31, 2024. Based on our current operating plan, we believe that our cash and cash equivalents will be sufficient to fund our operations for at least the next twelve months. Since inception, we have incurred significant operating losses.
Based on our current operating plan, we believe that our cash and cash equivalents will be sufficient to fund our operations for at least the next twelve months. Since inception, we have incurred significant operating losses. Our net losses were $644.8 million, $463.7 million and $328.1 million during the years ended December 31, 2025, 2024 and 2023, respectively.
Any advance payments for goods or services to be used or rendered in future research and product development activities pursuant to a contractual arrangement are classified as prepaid expenses until such goods or services are rendered.
Upon termination of contracts with third parties, our financial obligations are generally limited to costs incurred or committed to date. Any advance payments for goods or services to be used or rendered in future research and product development activities pursuant to a contractual arrangement are classified as prepaid expenses until such goods or services are rendered.
As of December 31, 2024, the Company had $297.5 million of future purchase obligations, $149.9 million of which are expected to be payable within the next year. These commitments primarily related to third-party research services, materials and supplies for research and development activities.
See Note 5 “Leases” to the Consolidated Financial Statements for additional detail on the Company’s leases. As of December 31, 2025, the Company had $147.4 million of future purchase obligations, $117.7 million of which are expected to be payable within the next year. These commitments primarily related to third-party research services, materials and supplies for research and development activities.
Financing cash flows also included proceeds from equity incentive plans of $10.7 million. Critical Accounting Estimates and Policies Our management’s discussion and analysis of financial condition and results of operations is based on our financial statements, which have been prepared in accordance with U.S. generally accepted accounting principles (GAAP).
Cash provided by financing activities during the year ended December 31, 2024 primarily included proceeds of $300.4 million from common stock issuances. Critical Accounting Estimates and Policies Our management’s discussion and analysis of financial condition and results of operations is based on our financial statements, which have been prepared in accordance with U.S. generally accepted accounting principles (GAAP).
Additionally, as of December 31, 2024, we have received proceeds of $217.0 million from our strategic partnerships. See Note 9, “Collaborative Development Contracts” to the Consolidated Financial Statements for additional details on our partnerships.
See Note 8, “Common Stock” to the Consolidated Financial Statements for additional details on Class A common stock issuances. Additionally, since 2023, we have also received proceeds of $74.0 million from our strategic partnerships. See Note 9, “Collaborative Development Contracts” to the Consolidated Financial Statements for additional details on the strategic partnerships.
Cost of Revenue The following table summarizes our cost of revenue: (in thousands, except percentages) Years ended December 31, 2024 compared to 2023 2023 compared to 2022 2024 2023 2022 $ % $ % Total cost of revenue $ 45,238 $ 42,587 $ 48,275 $ 2,651 6.2 % $ (5,688) (11.8) % Cost of revenue consists of the Company’s costs to provide services for drug discovery required under performance obligations with partnership customers.
The consideration did not include the $30 million milestone until the map was accepted, which was during the third quarter of 2024. 146 Table of Contents Cost of Revenue The following table summarizes our cost of revenue: (in thousands, except percentages) Years ended December 31, 2025 compared to 2024 2024 compared to 2023 2025 2024 2023 $ % $ % Total cost of revenue $ 70,953 $ 45,238 $ 42,587 $ 25,715 56.8 % $ 2,651 6.2 % Cost of revenue consists of the Company’s costs to provide services for drug discovery required under performance obligations with partnership customers.
The Company has sold approximately 9.9 million shares and received net proceeds of $84.0 million under the agreement. In June 2024, we issued an aggregate of 35.4 million shares of our Class A Common stock at a purchase price of $6.50 per share and received net proceeds of $216.4 million , after deducting transaction costs of $13.6 million.
In June 2024, we issued an aggregate of 35.4 million shares of our Class A Common stock at a purchase price of $6.50 per share and received net proceeds of $216.4 million, after deducting transaction costs of $13.6 million. See Note 8, “Common Stock” to the Consolidated Financial Statements for additional information on the public offering.
Investing Activities Cash provided by investing activities during the year ended December 31, 2024 consisted of $277.1 million as part of the Exscientia acquisition. This was partially offset by property and equipment purchases of $13.7 million, which included $2.9 million to upgrade the BioHive-2 supercomputer and lab equipment purchases.
This was partially offset by property and equipment purchases of $13.7 million, which included $2.9 million to upgrade the BioHive-2 supercomputer and lab equipment purchases.
Other Income, Net The following table summarizes our components of other income, net: (in thousands, except percentages) Years ended December 31, 2024 compared to 2023 2023 compared to 2022 2024 2023 2022 $ % $ % Interest income $ 15,758 $ 19,116 $ 6,254 $ (3,358) (17.6) % $ 12,862 >100% Interest expense (1,572) (97) (55) (1,475) >100% (42) 78.4 % Other 30 (1,087) 52 1,117 n/m (1,139) n/m Other income, net $ 14,216 $ 17,932 $ 6,251 $ (3,716) (20.7) % $ 11,681 >100% n/m = Not meaningful For the year ended December 31, 2024, the decrease in interest income compared to the prior year related to a decrease in earnings on cash and cash equivalents in money market funds.
Other Income, Net The following table summarizes our components of other income, net: (in thousands, except percentages) Years ended December 31, 2025 compared to 2024 2024 compared to 2023 2025 2024 2023 $ % $ % Interest income $ 22,788 $ 15,758 $ 19,116 $ 7,030 44.6 % $ (3,358) (17.6) % Interest expense (1,810) (1,572) (97) (238) 15.1 % (1,475) >100% Other (17,741) 30 (1,087) (17,771) n/m 1,117 n/m Other income, net $ 3,237 $ 14,216 $ 17,932 $ (10,979) (77.2) % $ (3,716) (20.7) % n/m = Not meaningful For the year ended December 31, 2025, the decrease in other income, net compared to the prior year related to our loss on disposal of Exscientia GmbH of $4.5 million and our Vienna lease termination fee of $5.2 million.
As of December 31, 2024, we had an accumulated deficit of $1.4 billion. We have financed our operations through the private placements of preferred stock and Class A common stock issuances.
As of December 31, 2025, we had an accumulated deficit of $2.1 billion. Since 2023, we have financed our operations primarily through Class A common stock issuances. As of December 31, 2025, we have received net proceeds of $957.1 million from Class A common stock issuances.
As of December 31, 2024, the Company had $53.7 million remaining of its Gates Foundation Private Placement Commitment.
As of December 31, 2025, the Company had $55.4 million remaining of its various Gates Commitments. The majority of this commitment is related to the private placement of the Gates Foundation.
We use the capital we have raised to fund operating and investing activities across platform research operations, drug discovery, clinical development, digital and other infrastructure, creation of our portfolio of intellectual property and administrative support. We do not have any products approved for commercial sale and have not generated any revenues from product sales.
For the year ended December 31, 2025, we received multiple milestone payments related to our collaborative development contracts totaling $37.0 million. We use the capital we have raised to fund operating and investing activities across platform research operations, drug discovery, clinical development, digital and other infrastructure, creation of our portfolio of intellectual property and administrative support.
See Note 8, “Common Stock” to the Consolidated Financial Statements for additional information on the public offering. In September 2024, we received a Phenomap acceptance fee of $30.0 million from our collaboration with Roche.
In September 2024, we received a Phenomap acceptance fee of $30.0 million from our collaboration with Roche.
Accrued Research and Development Expenses As part of the process of preparing our financial statements, we are required to estimate our expenses resulting from our obligations under contracts with vendors and clinical research organizations.
The use of alternative estimates and assumptions could increase or decrease the estimated fair values, the amounts allocated to identifiable intangible assets acquired, future amortization expense and the value of goodwill. 150 Table of Contents Accrued Research and Development Expenses As part of the process of preparing our financial statements, we are required to estimate our expenses resulting from our obligations under contracts with vendors and clinical research organizations.
Our net losses were $463.7 million, $328.1 million and $239.5 million during the years ended December 31, 2024, 2023 and 2022, respectively. As of December 31, 2024, our accumulated deficit was $1.4 billion. We anticipate that we will need to raise additional financing in the future to fund our operations, including the potential commercialization of any approved product candidates.
As of December 31, 2025, our accumulated deficit was $2.1 billion. As of December 31, 2025, we did not have any unconditional outstanding commitments for additional funding. We anticipate that we will need to raise additional financing in the future to fund our operations, including the potential commercialization of any approved product candidates.
Additionally, cash used increased as a result of our acquisition of Exscientia. See Note 4, “Acquisitions” to the Consolidated Financial Statements for additional details .
Cash used in operating activities increased during the year ended December 31, 2024 as a result of higher costs incurred for research and development and general and administrative due to the Company’s expansion and upgraded capabilities. Additionally, cash used increased as a result of our acquisition of Exscientia. See Note 4, “Acquisitions” to the Consolidated Financial Statements for additional details.
For the year ended December 31, 2022, the increase in cost of revenue compared to the prior year was due to our strategic partnerships. 171 Table of Contents Research and Development The following table summarizes our components of research and development expense: (in thousands, except percentages) Years ended December 31, 2024 compared to 2023 2023 compared to 2022 2024 2023 2022 $ % $ % Research and development expenses Platform $ 142,644 $ 96,796 $ 41,765 $ 45,848 47.4 % $ 55,031 >100% Discovery 69,957 62,142 52,358 7,815 12.6 % 9,784 18.7 % Clinical 62,916 57,564 46,820 5,352 9.3 % 10,744 22.9 % Stock based compensation 37,331 22,761 10,524 14,570 64.0 % 12,237 >100% Other 1,573 1,963 4,229 (390) (19.9) % (2,266) (53.6) % Total research and development expenses $ 314,421 $ 241,226 $ 155,696 $ 73,195 30.3 % $ 85,530 54.9 % Research and development expenses account for a significant portion of our operating expenses.
Research and Development The following table summarizes our components of research and development expense: (in thousands, except percentages) Years ended December 31, 2025 compared to 2024 2024 compared to 2023 2025 2024 2023 $ % $ % Research and development expenses Platform $ 232,557 $ 144,413 $ 96,796 $ 88,144 61.0 % $ 47,617 49.2 % Discovery 81,808 69,957 62,142 11,851 16.9 % 7,815 12.6 % Clinical 81,102 62,916 57,564 18,186 28.9 % 5,352 9.3 % Acquired IPR&D 22,840 — — 22,840 n/m — n/m Stock based compensation 63,177 37,331 22,761 25,846 69.2 % 14,570 64.0 % UK R&D tax credit (7,710) (1,769) — (5,941) >100% (1,769) n/m Other 1,497 1,573 1,963 (76) (4.8) % (390) (19.9) % Total research and development expenses $ 475,271 $ 314,421 $ 241,226 $ 160,850 51.2 % $ 73,195 30.3 % n/m = Not meaningful Research and development expenses account for a significant portion of our operating expenses.
For the year ended December 31, 2023, the increase in research and development expenses compared to the prior year was primarily due to increased platform costs as we have expanded and upgraded our capabilities in platform including our chemical technology, machine learning and transcriptomics platform. 172 Table of Contents General and Administrative Expense The following table summarizes our general and administrative expense: (in thousands, except percentages) Years ended December 31, 2024 compared to 2023 2023 compared to 2022 2024 2023 2022 $ % $ % Total general and administrative expenses $ 178,184 $ 110,822 $ 81,599 $ 67,362 60.8 % $ 29,223 35.8 % We expense general and administrative costs as incurred.
General and Administrative Expense The following table summarizes our general and administrative expense: (in thousands, except percentages) Years ended December 31, 2025 compared to 2024 2024 compared to 2023 2025 2024 2023 $ % $ % Total general and administrative expense $ 176,589 $ 178,184 $ 110,822 $ (1,595) (0.9) % $ 67,362 60.8 % We expense general and administrative costs as incurred.
For the year ended December 31, 2023, the decrease in cost of revenue compared to the prior year was due to our partnership with Bayer, for which less brute-force work was required.
For the year ended December 31, 2024, the increase in cost of revenue compared to the prior year was due to our Exscientia acquisition for which our results now also include additional customers.
The cash used was partially offset by $1.8 million of net cash acquired in the acquisition of a business. Cash provided by investing activities during the year ended December 31, 2022 was driven by sales and maturities of investments of $230.6 million, partially offset by the purchases of property and equipment of $37.1 million.
Investing Activities Cash used in investing activities during the year ended December 31, 2025 primarily consisted of the disposal of Exscientia GmbH of $4.4 million and property and equipment purchases of $6.5 million. Cash provided by investing activities during the year ended December 31, 2024 consisted of $277.1 million as part of the Exscientia acquisition.
For the year ended December 31, 2023 , the increase in revenue compared to the prior year was due to revenue recognized from our partnership with Roche, which had progressed from primarily cell type evaluation work to inference-based Phenomap building and additional cell type evaluation work.
For the year ended December 31, 2024, the increase in revenue compared to the prior year was due to revenue recognized from our partnership with Roche. We recognized revenue related to the acceptance fee for the completion of a Phenomap for one of our neuroscience performance obligations.
For the year ended December 31, 2023, the increase in general and administrative expense compared to the prior year was primarily driven by an increase in salaries and wages of $12.4 million and increases in legal, software and depreciation expense.
For the year ended December 31, 2025, the decrease in general and administrative expense compared to the prior year was not significant.
Financing Activities Cash provided by financing activities during the year ended December 31, 2024 primarily included proceeds of $300.4 million from Class A common stock issuances related to our June 2024 public offering of Class A common stock and our at-the-market offering (ATM). Financing inflows also included proceeds from equity incentive plans of $8.1 million.
Additionally, investing activities included the purchase of an intangible asset of $3.0 million from Helix. 149 Table of Contents Financing Activities Cash provided by financing activities during the year ended December 31, 2025 primarily included proceeds of $528.9 million from Class A common stock issuances related to our at-the-market offerings (ATMs) which was partially offset by our repayment of long-term debt and finance lease liabilities of $8.4 million.
See Note 9, “Collaborative Development Contracts” to the Consolidated Financial Statements for additional information on the collaboration with Roche.
See Note 9, “Collaborative Development Contracts” to the Consolidated Financial Statements for additional information. The increase related to the Sanofi contract was partially offset by a decrease in revenue recognized from Roche, which was due to the timing of our mix of work on the performance obligations.