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Stockholders' Equity - Summary of Total Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total $ 300,898 $ 192,080 $ 794,571 $ 550,300
Cost of Revenue        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 9,132 2,623 14,635 6,471
Research and Development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 198,893 132,003 537,177 377,836
Sales and Marketing        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 51,675 27,393 118,250 79,306
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total $ 41,198 $ 30,061 $ 124,509 $ 86,687