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Stockholders' Equity (Tables)
12 Months Ended
Dec. 31, 2021
Stock-based Compensation Expense
The stock-based compensation related to our stock-based awards and employee stock purchase plan for the year ended December 31, 2021, 2020 and 2019 is as follows (in thousands):
 Year Ended December 31,
 202120202019
Cost of net revenues$5,633 $4,719 $5,154 
Selling, general and administrative90,659 78,500 69,817 
Research and development18,044 15,208 13,213 
Total stock-based compensation$114,336 $98,427 $88,184 
Fair value assumptions using the Monte Carlo simulation The weighted average assumptions used in the Monte Carlo simulation were as follows: 
 Year Ended December 31,
 202120202019
Expected term (in years)3.03.03.0
Expected volatility56.3 %44.4 %37.3 %
Risk-free interest rate0.2 %1.4 %2.5 %
Expected dividends— — — 
Weighted average fair value per share at grant date$1,102.09 $392.67 $392.03 
Schedule of ESPP share activity
The following table summarizes the ESPP shares issued:
Year Ended December 31,
202120202019
Number of shares issued (in thousands)131 116 130 
Weighted average price$195.44 $175.69 $136.73 
Weighted Average Assumptions Used for the Fair Value of Options Component of Purchase Plan Granted Estimated at Grant Date
The fair value of the option component of the 2010 Purchase Plan shares was estimated at the grant date using the Black-Scholes option pricing model with the following weighted average assumptions:
 Year Ended December 31,
  
202120202019
Expected term (in years)1.11.01.4
Expected volatility52.7 %55.0 %50.0 %
Risk-free interest rate0.1 %0.9 %2.2 %
Expected dividends— — — 
Weighted average fair value at grant date$246.84 $96.94 $86.02 
Restricted Stock Units (RSUs)  
Summary of Nonvested Shares A summary for the year ended December 31, 2021 is as follows:
Number of Shares
Underlying RSUs
(in thousands)
Weighted Average Grant Date Fair ValueWeighted Average
Remaining
Contractual Term
(in years)
Aggregate
Intrinsic Value
(in thousands)
Unvested as of December 31, 2020632 $243.55 
Granted166 600.10 
Vested and released(265)216.73 
Forfeited(41)350.75 
Unvested as of December 31, 2021492 $369.17 1.1$323,239 
Market Performance Based Restricted Stock Units  
Summary of Nonvested Shares
The following table summarizes the MSU performance for the year ended December 31, 2021:
Number of Shares
Underlying MSUs
(in thousands)
Weighted Average Grant Date Fair ValueWeighted Average
Remaining
Contractual Term
(in years)
Aggregate
Intrinsic Value
(in thousands)
Unvested as of December 31, 2020227 $430.50 
Granted 1
177 658.02 
Vested and released (230)513.73 
Unvested as of December 31, 2021174 $551.57 1.0$114,414