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Stock-Based Compensation Expense (Tables)
3 Months Ended
Mar. 31, 2021
Share-based Payment Arrangement [Abstract]  
Schedule of Stock-Based Compensation Expense Stock-based compensation expense for restricted stock units (RSUs), performance-based restricted stock units (PSUs), stock options and issuances of common stock pursuant to our employee stock purchase plan was classified in the accompanying consolidated statements of operations as follows:
 Three Months Ended March 31,
 20212020
 (in thousands)
Stock-based compensation expense:
Cost of revenue$1,554 $931 
Research and development7,815 4,645 
Sales and marketing5,746 3,678 
General and administrative5,747 4,093 
Total stock-based compensation expense$20,862 $13,347 
Summary of Restricted Stock and Restricted Stock Unit Activity
RSUs and PSUs activity during the three months ended March 31, 2021 was as follows:
SharesWeighted-Average
Grant Date
Fair Value
Unvested balance as of December 31, 20202,941,914 $45.86 
Granted1,447,632 88.64 
Vested(374,579)33.20 
Forfeited(61,704)52.67 
Unvested balance as of March 31, 20213,953,263 $62.61 
Summary of Stock Option Activity
Stock option activity during the three months ended March 31, 2021 was as follows:
SharesWeighted
Average
Exercise
Price
Weighted
Average
Remaining
Contractual Life
(in years)
Aggregate
Intrinsic
Value
(in thousands)
Outstanding as of December 31, 20201,933,013 $10.07 
Granted— — 
Exercised(170,006)8.34 $12,550 
Forfeited/cancelled— — 
Outstanding as of March 31, 20211,763,007 $10.24 3.9$113,492 
Vested and exercisable as of March 31, 20211,736,419 $10.04 3.8$112,127