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Share-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2022
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]  
Summary of Share Option Activity

The following table summarized the Group's share option activities for the year ended December 31, 2022:

 

 

Number of
options

 

 

Weighted
average
exercise
price

 

 

Weighted
average
remaining
contract life

 

 

Weighted
average
grant date
fair value

 

 

Aggregate
intrinsic
value

 

 

 

 

 

US$

 

 

 

 

 

US$

 

 

US$

 

Outstanding as of January 1, 2022

 

 

34,759,959

 

 

 

0.20

 

 

 

7.36

 

 

 

0.30

 

 

 

3,210,349

 

Granted

 

 

10,280,000

 

 

 

0.0014

 

 

 

 

 

 

0.12

 

 

 

 

Forfeited

 

 

(6,019,585

)

 

 

0.0014

 

 

 

 

 

 

2.46

 

 

 

 

Exercised

 

 

(4,402,853

)

 

 

0.0100

 

 

 

 

 

 

2.52

 

 

 

 

Outstanding as of December 31, 2022

 

 

34,617,521

 

 

 

0.20

 

 

 

6.82

 

 

 

1.00

 

 

 

5,366,449

 

Vested and expect to vest as of
   December 31, 2022

 

 

34,617,521

 

 

 

0.20

 

 

 

6.82

 

 

 

1.00

 

 

 

5,366,449

 

Exercisable as of December 31, 2022

 

 

20,646,357

 

 

 

0.33

 

 

 

5.61

 

 

 

0.88

 

 

 

2,489,373

 

Summary of Key Assumptions Used to Determine Fair Value of Options

In determining the fair value of the share options, the binomial option pricing model was applied. The key assumptions used to determine the fair value of the options at the respective grant dates in 2020, 2021 and 2022 were as follows:

 

 

For the years ended December 31

Grant date

 

2020

 

2021

 

2022

Expected volatility

 

50.1%~50.9%

 

45.6%~50.2%

 

58.0%~59.0%

Risk-free interest rate

 

2.7%~3.2%

 

2.9%~3.1%

 

2.75%~2.84%

Exercise multiples

 

2.2~2.8

 

2.2~2.8

 

2.2~2.8

Expected dividend yield

 

0.0%

 

0.0%

 

0.0%

Life of options

 

10 years

 

10 years

 

10 years

Fair value of underlying ordinary shares

 

$1.52~$4.20

 

$1.12~$5.32

 

$0.09~$0.24

Summary of Total Share-based Compensation Expense of Share Options and Restricted Shares Recognized

Total share-based compensation expense of share options and restricted shares recognized for the years ended December 31, 2020, 2021 and 2022 were as follows:

 

 

For the years ended December 31

 

 

2020

 

 

2021

 

 

2022

 

Sales and marketing expenses

 

 

35,077

 

 

 

25,776

 

 

 

17,305

 

Research and development expenses

 

 

68,688

 

 

 

60,002

 

 

 

28,624

 

General and administrative expenses

 

 

252,273

 

 

 

109,436

 

 

 

83,629

 

 

 

356,038

 

 

 

195,214

 

 

 

129,558

 

Employee Benefit Trust  
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]  
Summary of Restricted Shares

The following table summarized the Group's activities of restricted shares held by the Shareholding Platform for the year ended December 31, 2022:

 

 

Number of
Restricted Shares

 

 

Grant date fair
value per share

 

 

 

 

 

US$

 

Outstanding as of January 1, 2022

 

 

11,132,535

 

 

 

3.3

 

Granted

 

 

 

 

 

 

Vested

 

 

(5,678,981

)

 

 

3.0

 

Forfeited

 

 

 

 

 

 

Outstanding as of December 31, 2022

 

 

5,453,554

 

 

 

3.5