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Stock-Based Compensation and Employee Benefit Plans (Tables)
3 Months Ended
Mar. 31, 2020
Compensation Related Costs [Abstract]  
Weighted-Average Valuation Assumptions
We used the following weighted-average assumptions in applying the Black-Scholes valuation model for determination of options:
 
 
Three Months Ended
March 31,
 
 
2020
 
2019
 
 
 
 
 
Risk-free interest rate
 
—%
 
2.60% - 2.64%
Expected term (years)
 
0
 
6.3 - 6.6
Expected dividend yield
 
 
Expected volatility
 
—%
 
50.2%
Employee and Non-Employee Stock-Based Compensation Expense
The following table summarizes the components of stock-based compensation expense in the consolidated statements of operations (in thousands):
 
 
Three Months Ended
March 31,
 
 
2020
 
2019
 
 
 
 
As Restated
 
 
 
 
 
Cost of revenue
 
$
5,507

 
$
18,312

Research and development
 
6,096

 
14,230

Sales and marketing
 
3,890

 
11,512

General and administrative
 
7,526

 
23,768

 
 
$
23,019

 
$
67,822

Stock Option and RSU Activity
The following table presents the stock activity and the total number of RSUs available for grant under our stock plans as of March 31, 2020:
 
 
Plan Shares Available
for Grant
 
 
 
 
 
 
Balances at December 31, 2019
 
17,233,144

Added to plan
 
6,263,315

Granted
 
(78,338
)
Cancelled
 
385,766

Expired
 
(284,039
)
Balances at March 31, 2020
 
23,519,848

The following table summarizes the stock option activity under our stock plans during the reporting period (in thousands), except per share amounts:
 
 
Outstanding Options
 
 
Number of
Shares
 
Weighted
Average
Exercise
Price
 
Remaining
Contractual
Life (Years)
 
Aggregate
Intrinsic
Value
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
(in thousands)
December 31, 2019
 
17,837,316

 
$
20.76

 
6.94
 
$
14,964

Exercised
 
(110,949
)
 
6.14

 
 
 
 
Cancelled
 
(219,729
)
 
25.79

 
 
 
 
Balances at March 31, 2020
 
17,506,638

 
20.79

 
6.66
 
6,814

Vested and expected to vest at Current period end
 
16,856,937

 
21.20

 
6.57
 
6,071

Exercisable at Current period end
 
9,499,310

 
28.59

 
4.76
 
9

RSU Activity and Related Information
A summary of our RSUs activity and related information is as follows:
 
 
Number of
Awards
Outstanding
 
Weighted
Average Grant
Date Fair
Value
 
 
 
 
 
Unvested Balance at December 31, 2019
 
10,112,266

 
$
17.29

Granted
 
78,338

 
10.88

Vested
 
(3,010,606
)
 
19.80

Forfeited
 
(167,564
)
 
15.77

Balances at March 31, 2020
 
7,012,434

 
16.18

Schedule of Share-based Payment Award, Employee Stock Purchase Plan, Valuation Assumptions
We use the Black-Scholes option pricing model to determine the fair value of shares purchased under the 2018 ESPP with the following weighted average assumptions on the date of grant:
 
 
Three Months Ended
March 31,
 
 
2020
 
2019
 
 
 
 
 
 
 
Risk-free interest rate
 
1.51%
 
2.60% - 2.64%
 
Expected term (years)
 
0.5 - 2.0
 
0.5 - 2.0
 
Expected dividend yield
 
 
 
Expected volatility
 
61.0%
 
50.2%