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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2022
Share-Based Payment Arrangement [Abstract]  
Summary of Activity under Stock Option Plans
The following table summarizes activity under the Company’s stock option plans:
Number of Shares
Underlying
Outstanding Options
Weighted-Average
Exercise Price
Weighted-Average
Remaining Contractual
Term (Years)
Aggregate
Intrinsic Value
(in thousands)
Balances at December 31, 20214,264,068 $16.29 6.37$76,025 
Exercised(412,171)3.99 
Forfeited and canceled(250)8.18 
Balances at December 31, 20223,851,647 17.58 5.5115,037 
Vested and exercisable as of December 31, 20222,347,914 4.04 3.8615,016 
Vested and expected to vest as of December 31, 20223,851,647 17.58 5.5115,037 
Share-Based Compensation Arrangement by Share-Based Payment Award, Options, Vested and Expected to Vest, Exercisable The 90-day volume weighted-average common stock price targets, and the number of shares of the CEO Award that become vested with respect to the Market Condition upon the achievement of each such target, are reflected in the following table:
Stock PriceNumber of Shares Vested
$60100,000
$70200,000
$80300,000
$90400,000
$100500,000
Summary of Fair Value Assumptions on Stock Options Granted The following assumptions were used to estimate the fair value of the CEO Award:
Dividend yield— %
Risk-free interest rates1.7 %
Expected volatility65 %
Summary of Activity under RSU Plans
The following table summarizes the RSU and PSU activity and related information under the 2018 EIP:
Number
Outstanding
Weighted-Average
Grant Date Fair Value
Unvested balance - January 1, 20224,583,823 $26.86 
Granted8,130,375 20.18 
Vested(2,553,300)23.68 
Forfeited/canceled(2,246,913)25.14 
Unvested balance - December 31, 20227,913,985 $21.73 
Summary of Fair Value Assumptions on Employee Stock Purchas Plans
For the years ended December 31, 2022, 2021, and 2020, the assumptions used to determine the fair value of the shares to be awarded was estimated on the grant date using the Black-Scholes valuation model with the following assumptions:
202220212020
Dividend yield— %— %— %
Expected term (in years)
0.5 - 2.0
0.5 - 2.0
0.5 - 2.0
Risk-free interest rates
1.5% - 4.6%
—% - 0.5%
0.1% - 0.2%
Expected volatility
68% - 76%
60% - 76%
50% - 82%
Summary of Components of Stock-Based Compensation Expense Recognized
The following table summarizes the components of stock-based compensation expense recognized in the consolidated statements of operations and comprehensive loss for the years ended December 31, 2022, 2021, and 2020:
(In thousands)202220212020
Cost of revenue$1,356 $794 $779 
Research and development26,881 16,232 9,783 
Sales and marketing11,511 5,923 4,440 
General and administrative35,753 30,643 10,506 
Total$75,501 $53,592 $25,508