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Stockholders' Equity - Non-cash Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2022
Mar. 31, 2021
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation $ 35,998 $ 21,379
Cost of revenues    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation 3,087 1,589
Research and development    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation 12,600 7,158
Sales and marketing    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation 13,096 7,742
General and administrative    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock-based compensation $ 7,215 $ 4,890