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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