v3.25.4

Consolidated Statements of Operations (Parenthetical) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2025 | Dec. 31, 2024 | Dec. 31, 2023
Total equity-based compensation expense | $ 127,896 | $ 103,201 | $ 104,447
Cost of revenue |  |  |
Total equity-based compensation expense | 16,445 | 13,634 | 12,215
Research and development |  |  |
Total equity-based compensation expense | 33,835 | 36,093 | 24,739
Sales and marketing |  |  |
Total equity-based compensation expense | 37,369 | 15,304 | 15,843
General and administrative |  |  |
Total equity-based compensation expense | $ 40,247 | $ 38,170 | $ 51,650

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