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Stockholders' Equity and Stock-based Compensation (Tables)
12 Months Ended
Dec. 31, 2019
Share-based Compensation [Abstract]  
Schedule of shares reserved for future issuance
The Company had reserved shares of common stock for future issuance as of December 31, 2019 as follows:
Options and RSUs outstanding under equity incentive plans
 
 
2000 Equity Incentive Plan
 
157,385

2012 Equity Incentive Plan
 
3,924,108

Shares available for future grants under an equity incentive plan
 
 
2012 Equity Incentive Plan
 
5,243,730

Total shares reserved for future issuance
 
9,325,223


Stock-based employee compensation
The following table shows a summary of the stock-based compensation expense included in the condensed consolidated statements of operations for the fiscal years ended December 31, 2019, 2018 and 2017:
 
 
Year Ended December 31,
 
 
2019
 
2018
 
2017
 
 
(in thousands)
Cost of revenues
 
$
2,262

 
$
2,489

 
$
2,159

Research and development
 
11,151

 
7,961

 
5,944

Sales and marketing
 
4,984

 
4,650

 
4,755

General and administrative
 
16,495

 
14,990

 
14,103

Total stock-based employee compensation
 
$
34,892

 
$
30,090

 
$
26,961


Fair value assumptions of options granted to employees
The fair value of each option granted to employees is estimated on the date of grant using the Black-Scholes-Merton option-pricing model based on the following assumptions:
 
 
Year Ended December 31,
 
 
2019
 
2018
 
2017
Expected term (in years)
 
4.4 to 6.6
 
4.5 to 5.0
 
5.1 to 5.5
Volatility
 
40% to 46%
 
45% to 47%
 
47% to 49%
Risk-free interest rate
 
1.5% to 2.4%
 
2.5% to 3.0%
 
1.8% to 2.0%
Dividend yield
 
 
 

Stock option activity
A summary of the Company’s stock option activity is as follows:
 
 
Outstanding
Shares
 
Weighted
Average
Exercise
Price
 
Weighted
Average
Remaining
Contractual
Life (Years)
 
Aggregate
Intrinsic
Value
 
 
 
 
 
 
 
 
(in thousands)
Balance as of December 31, 2016
 
7,527,680

 
$
19.25

 
6.0
 
$
101,717

Granted
 
408,225

 
$
40.82

 
 
 
 
Exercised
 
(2,997,095
)
 
$
11.05

 
 
 
 
Canceled
 
(442,919
)
 
$
33.29

 
 
 
 
Balance as of December 31, 2017
 
4,495,891

 
$
25.29

 
6.6
 
$
153,129

Granted
 
366,786

 
$
79.79

 
 
 
 
Exercised
 
(1,183,235
)
 
$
20.33

 
 
 
 
Canceled
 
(250,133
)
 
$
39.61

 
 
 
 
Balance as of December 31, 2018
 
3,429,309

 
$
31.79

 
6.4
 
$
149,935

Granted
 
496,145

 
$
87.10

 
 
 
 
Exercised
 
(901,290
)
 
$
27.55

 
 
 
 
Canceled
 
(157,489
)
 
$
71.04

 
 
 
 
Balance as of December 31, 2019
 
2,866,675

 
$
40.54

 
6.0
 
$
125,647

Vested and expected to vest—December 31, 2019
 
2,655,987

 
$
37.27

 
5.9
 
$
124,592

Exercisable—December 31, 2019
 
2,099,200

 
$
28.39

 
5.4
 
$
115,916


Schedule of exercise price range, outstanding and vested
The following table summarizes the outstanding and vested stock options at December 31, 2019:
 
 
Outstanding
 
Exercisable
Exercise Price
 
Number of
Shares

 
Weighted
Average
Exercise
Price Per
Share
 
Weighted
Average
Remaining
Contractual
Life (Years)
 
Number of
Shares
 
Weighted
Average
Exercise
Price Per
Share
$4.10 - $13.50
 
297,913

 
$
9.75

 
2.5
 
297,913

 
$
9.75

$13.60 - $25.17
 
351,255

 
$
22.22

 
4.6
 
347,391

 
$
22.19

$25.56 - $25.56
 
836,635

 
$
25.56

 
6.3
 
764,382

 
$
25.56

$26.86 - $34.97
 
297,207

 
$
30.98

 
5.0
 
287,277

 
$
30.96

$36.25 - $40.68
 
301,532

 
$
38.19

 
6.3
 
244,236

 
$
38.17

$40.89 - $79.51
 
363,278

 
$
70.50

 
8.5
 
113,388

 
$
61.81

$86.35 - $87.26
 
196,706

 
$
86.69

 
5.5
 
2,770

 
$
87.26

$89.55 - $89.55
 
63,300

 
$
89.55

 
9.6
 
499

 
$
89.55

$94.45 - $94.45
 
77,425

 
$
94.45

 
9.0
 
10,458

 
$
94.45

$95.10 - $95.10
 
81,424

 
$
95.10

 
8.5
 
30,886

 
$
95.10

 
 
2,866,675

 
$
40.54

 
6.0
 
2,099,200

 
$
28.39


Summary of the Company’s RSUs and RSAs activity
A summary of the Company’s RSU activity is as follows:
 
 
Number of Shares
 
Weighted-Average Grant Date Fair Value Per Share
Balance as of December 31, 2016
 
587,333

 
$
28.85

Granted
 
1,326,849

 
$
42.69

Vested
 
(368,367
)
 
$
33.52

Cancelled
 
(135,227
)
 
$
32.04

Balance as of December 31, 2017
 
1,410,588

 
$
40.34

Granted
 
548,245

 
$
75.44

Vested
 
(525,375
)
 
$
39.87

Cancelled
 
(206,575
)
 
$
43.43

Balance as of December 31, 2018
 
1,226,883

 
$
55.71

Granted
 
595,985

 
$
81.59

Vested
 
(438,892
)
 
$
53.17

Cancelled
 
(169,158
)
 
$
65.51

Balance as of December 31, 2019
 
1,214,818

 
$
67.99

Expected to vest as of December 31, 2019
 
902,794

 
$
66.37