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Equity Incentive Plans (Tables)
12 Months Ended
Dec. 31, 2023
Share-Based Payment Arrangement [Abstract]  
Summary of Changes in Shares Available for Grant

Changes in shares available for grant during the year ended December 31, 2023 were as follows:

 

 

 

Shares Available for Grant

 

Shares available for grant at December 31, 2022

 

 

14,581,975

 

2019 Equity Incentive Plan reserve increase effective January 1, 2023

 

 

7,155,250

 

Stock options and restricted stock units granted and the maximum market-based restricted stock units granted eligible to be earned

 

 

(9,980,059

)

Stock options and restricted stock units forfeited or expired

 

 

3,542,597

 

Shares available for grant at December 31, 2023

 

 

15,299,763

 

Summary of Stock Option Activity Under 2009 Plan and 2019 Plan

Stock option activity under the 2009 Plan and 2019 Plan during the year ended December 31, 2023 was as follows:

 

 

 

Shares Subject to
Outstanding Stock Options

 

 

Weighted-Average Exercise
Price per Share

 

 

Aggregate Intrinsic Value
(in thousands)

 

Stock options outstanding at December 31, 2022

 

 

13,520,997

 

 

$

16.88

 

 

 

 

Stock options granted

 

1,612,032

 

 

 

8.46

 

 

 

 

Stock options forfeited

 

 

(1,030,388

)

 

 

17.07

 

 

 

 

Stock options expired

 

 

(757,191

)

 

 

22.92

 

 

 

 

Stock options exercised

 

 

(470,405

)

 

 

4.77

 

 

 

 

Stock options outstanding at December 31, 2023

 

 

12,875,045

 

 

$

15.90

 

 

$

506

 

Stock options vested and exercisable at December 31, 2023

 

9,071,627

 

 

$

16.20

 

 

$

506

 

Summary of Restricted Stock Unit Activity

Restricted stock unit activity under the 2019 Plan during the year ended December 31, 2023 was as follows:

 

 

 

Restricted Stock Units
Outstanding

 

 

Weighted-Average Grant Date
Fair Value per Share

 

Nonvested restricted stock units outstanding at December 31, 2022

 

 

5,981,755

 

 

$

14.11

 

Restricted stock units granted

 

6,949,587

 

 

 

8.29

 

Restricted stock units forfeited

 

 

(1,755,018

)

 

 

11.24

 

Restricted stock units vested

 

 

(1,506,864

)

 

 

14.95

 

Nonvested restricted stock units outstanding at December 31, 2023

 

 

9,669,460

 

 

$

10.32

 

Summary of Estimated Grant Date Fair Values of Stock Options Granted

The estimated grant date fair values of stock options granted during the years ended December 31, 2023, 2022 and 2021 were estimated using the Black-Scholes option-pricing model with the following assumptions:

 

 

 

Year Ended December 31,

 

 

 

2023

 

 

2022

 

 

2021

 

Fair value of common stock

 

$8.46

 

 

$7.30 - $14.95

 

 

$30.86 - $66.50

 

Expected term (in years)

 

5.27 - 6.08

 

 

5.27 - 6.08

 

 

5.27 - 6.08

 

Risk-free interest rate

 

4.2% - 4.3%

 

 

1.7% - 3.9%

 

 

0.5% - 1.4%

 

Expected volatility

 

71.2% - 71.6%

 

 

68.2% - 71.0%

 

 

67.1% - 70.0%

 

Expected dividend yield

 

 

 

 

 

 

 

 

 

Summary of Compensation Costs Related to Stock Options and RSUs Included on Consolidated Statements of Operations

The compensation cost related to stock options, restricted stock units and market-based restricted stock units for the years ended December 31, 2023, 2022 and 2021 are included on the consolidated statements of operations as follows (in thousands):

 

 

 

Year Ended December 31,

 

 

 

2023

 

 

2022

 

 

2021

 

Cost of revenue

 

$

4,186

 

 

$

3,910

 

 

$

2,100

 

Research and development

 

 

20,465

 

 

 

17,689

 

 

 

14,061

 

Sales and marketing

 

 

14,553

 

 

 

13,597

 

 

 

12,312

 

General and administrative

 

 

23,704

 

 

 

20,281

 

 

 

14,778

 

Total share-based compensation expense

 

$

62,908

 

 

$

55,477

 

 

$

43,251

 

Schedule of Unrecognized Share-Based Compensation Expense and the Remaining Weighted-Average Recognition Period

As of December 31, 2023, unrecognized share-based compensation expense and the remaining weighted-average recognition period were as follows:

 

 

 

Unrecognized Share-Based
Compensation Expense
(in thousands)

 

 

Remaining Weighted-Average
Recognition Period
(in years)

 

Nonvested stock options

 

$

33,892

 

 

 

1.94

 

Nonvested restricted stock units

 

 

76,944

 

 

 

2.67

 

Nonvested market-based restricted stock units

 

 

8,941

 

 

 

1.97