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Stockholders' Equity - Summary of Stock-based Compensation Expense (Details) - USD ($) $ in Thousands | 3 Months Ended | 6 Months Ended
--- | --- | ---
Jun. 30, 2022 | Jun. 30, 2021 | Jun. 30, 2022 | Jun. 30, 2021
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items] |  |  |  |
Stock-based compensation, net of amounts capitalized | $ 82,399 | $ 34,515 | $ 149,283 | $ 63,376
Capitalized stock-based compensation expense | 3,334 | 2,059 | 6,840 | 4,212
Total stock-based compensation expense | 85,733 | 36,574 | 156,123 | 67,588
Cost of revenue |  |  |  |
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items] |  |  |  |
Stock-based compensation, net of amounts capitalized | 2,355 | 829 | 4,008 | 1,530
Research and development |  |  |  |
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items] |  |  |  |
Stock-based compensation, net of amounts capitalized | 53,309 | 21,639 | 98,005 | 37,708
Sales and marketing |  |  |  |
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items] |  |  |  |
Stock-based compensation, net of amounts capitalized | 17,590 | 6,606 | 32,185 | 13,616
General and administrative |  |  |  |
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items] |  |  |  |
Stock-based compensation, net of amounts capitalized | $ 9,145 | $ 5,441 | $ 15,085 | $ 10,522

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