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Stockholders' Equity and Employee Benefit Plans (Tables)
12 Months Ended
Dec. 31, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]  
Summary of Stock Options Activity

The following is a summary of stock options activity for the year ended December 31, 2020:

 

 

Stock Options

 

 

Number of

Shares

 

Weighted Average

Exercise Price

 

Aggregate

Intrinsic Value

(in thousands)

 

Weighted Average

Remaining

Contractual Term

(in years)

 

Outstanding at December 31, 2019

 

15,812,928

 

$

14.67

 

$

50,994

 

 

7.4

 

Granted

 

2,649,800

 

$

21.46

 

 

 

 

 

 

 

Exercised

 

(3,088,076

)

$

13.66

 

 

 

 

 

 

 

Forfeited

 

(244,623

)

$

14.42

 

 

 

 

 

 

 

Expired

 

(29,887

)

$

14.74

 

 

 

 

 

 

 

Outstanding, vested and expected to vest at December 31, 2020

 

15,100,142

 

$

16.07

 

$

143,156

 

 

6.9

 

Vested and exercisable at December 31, 2020

 

10,428,449

 

$

15.38

 

$

106,006

 

 

6.2

 

Summary of Estimated Fair Value of Stock Options Granted Using Weighted-average Assumptions

The Company used the Black-Scholes-Merton option pricing model to estimate the fair value of stock options granted using the following weighted-average assumptions:

 

 

Year Ended December 31,

 

 

2020

 

2019

 

2018

Expected life (in years)

 

5.8

 

5.9

 

5.8

Risk-free interest rate

 

1.2%

 

2.2%

 

2.8%

Volatility

 

49%

 

46%

 

48%

Dividend yield

 

—%

 

—%

 

—%

Fair value of common stock

 

$21.46

 

$14.17

 

$13.31

 

Summary of Estimated Fair Value of ESPP Purchase Rights Granted Using Weighted-average Assumptions

The Company used the Black-Scholes-Merton option pricing model to estimate the fair value of ESPP purchase rights granted using the following weighted-average assumptions:

 

 

Year Ended December 31,

 

 

2020

 

2019

 

2018

Expected life (in years)

 

1.3

 

1.2

 

1.3

Risk-free interest rate

 

0.1%

 

1.9%

 

2.7%

Volatility

 

56%

 

42%

 

39%

Dividend yield

 

—%

 

—%

 

—%

Fair value of common stock

 

$20.42

 

$17.00

 

$12.89

 

 

Summary of Stock-based Compensation Expense Recognized in Financial Statements

Stock-based compensation expense recognized in the consolidated financial statements is as follows:

 

 

 

Year Ended December 31,

 

(in thousands)

 

2020

 

2019

 

2018

 

Cost of revenue

 

$

4,450

 

$

3,658

 

$

8,931

 

Research and development

 

 

30,693

 

 

21,159

 

 

48,739

 

Sales and marketing

 

 

19,707

 

 

11,950

 

 

19,046

 

General and administrative

 

 

24,317

 

 

23,478

 

 

55,054

 

Stock-based compensation expense, net of amounts capitalized

 

 

79,167

 

 

60,245

 

 

131,770

 

Capitalized stock-based compensation expense

 

 

2,243

 

 

3,503

 

 

2,609

 

Stock-based compensation expense

 

$

81,410

 

$

63,748

 

$

134,379

 

Summary of Unamortized Stock-based Compensation

 

As of December 31, 2020, unamortized stock-based compensation was as follows:

 

 

Unrecognized

stock-based

compensation

(in thousands)

 

Weighted

average

vesting

period

(in years)

Restricted stock units (service-based)

$

108,731

 

2.4

Restricted stock units (performance-based)

 

932

 

0.8

Stock options

 

34,736

 

2.1

Restricted stock awards

 

1,560

 

1.2

ESPP

 

6,100

 

1.7

Total unrecognized stock-based compensation

$

152,059

 

 

  

Restricted Stock Units  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]  
Summary of Restricted Stock Units Activity and Restricted Stock Awards Activity

The following is a summary of restricted stock units activity for the year ended December 31, 2020:

 

 

Restricted Stock Units

 

 

Number of

Shares

 

Weighted Average

Grant-Date

Fair Value

 

Weighted Average

Remaining

Contractual Term

(in years)

 

Unvested at December 31, 2019

 

6,975,994

 

$

14.72

 

 

2.2

 

Granted

 

5,091,244

 

$

19.43

 

 

 

 

Vested

 

(4,115,357

)

$

15.07

 

 

 

 

Forfeited/cancelled

 

(951,026

)

$

16.25

 

 

 

 

Unvested at December 31, 2020

 

7,000,855

 

$

17.72

 

 

1.1

 

Restricted Stock Awards  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]  
Summary of Restricted Stock Units Activity and Restricted Stock Awards Activity

The following is a summary of restricted stock awards activity for the year ended December 31, 2020:

 

 

Restricted Stock Awards

 

 

Number of

Shares

 

Weighted Average

Grant-Date

Fair Value

 

Weighted Average

Remaining

Contractual Term

(in years)

 

Unvested at December 31, 2019

 

299,798

 

$

18.30

 

 

2.3

 

Vested

 

(197,338

)

$

18.30

 

 

 

 

Unvested at December 31, 2020

 

102,460

 

$

18.30

 

 

1.2