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Stockholders' Equity - Non-cash 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]        
Stock-based compensation $ 24,422 $ 18,678 $ 71,669 $ 49,184
Cost of revenues        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 1,839 1,476 5,284 3,615
Research and development        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 8,347 6,000 24,425 15,767
Sales and marketing        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 9,001 7,184 26,235 18,773
General and administrative        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 5,235 $ 4,018 $ 15,725 $ 11,029