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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, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total $ 342,959 $ 300,898 $ 937,213 $ 794,571
Cost of Revenue        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 2,745 9,132 8,040 14,635
Research and Development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 246,783 198,893 651,299 537,177
Sales and Marketing        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total 43,098 51,675 133,746 118,250
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total $ 50,333 $ 41,198 $ 144,128 $ 124,509