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Share-Based Compensation
12 Months Ended
Dec. 31, 2022
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Share-Based Compensation
 
13
Share-based compensation
Share option plans
2014 Incentive Plan
On July 23 2014, the Company’s board of directors and shareholders approved the 2014 Incentive Plan (the “2014 Plan”). Awards under the 2014 Plan vest up to 4 years from the date of grant and expire no more than 10 years after the grant date. The Company reserved a total of 5,500,000 common shares for issuance under the 2014 Plan. As of December 31, 2022, 37,911 shares remain available for grant under the 2014 Plan.
2017 Incentive Plan
On March 1, 2017, the Company’s board of directors and shareholders approved the 2017 Incentive Plan (the “2017 Plan”). Awards under the 2017 Plan vest up to 4 years from the date of grant and expire no more than 10 years after the grant date. The Company reserved a total of 6,015,137 common shares for issuance under the 2017 Plan. As of December 31, 2022, 164,895 shares remain available of grant under the 2017 Plan.
2021 Incentive Plan
In December 2021, the Company’s board of directors and shareholders approved the 2021 Incentive Plan (the “2021 Plan”). Awards under the 2021 Plan vest up to 4 years from the date of grant and expire no more than 10 years after the grant date. The Company reserved a total of 4,000,000 common shares for issuance under the 2021 Plan. As of December 31, 2022, 2,301,996 shares remain available of grant under the 2021 Plan.
The exercise price, vesting and other conditions of individual awards are determined by the board of directors or any of the committees appointed by the board of directors to administer the 2014, 2017 and 2021 Plans. The awards are subject to multiple service vesting periods up to 4 years, and will expire 10 years after the date of award. Upon the termination of the Grantee’s continuous service, the Company has the right to repurchase the vested award or shares obtained.
 
 
Share options
The following table summarizes the share option activity for the year ended December 31, 2022:

 
Options Granted to Employees and Directors
  
Number of
Options
 
  
Weighted-
Average
Exercise
Price
 
  
Weighted-
Average
grant-date
Fair Value
per Option
 
  
Weighted
Average
Remaining
Contractual
Term
(Years)
 
  
Aggregate
Intrinsic
Value
 
 
  
 
 
  
RMB
 
  
RMB
 
  
 
 
  
RMB
 
Outstanding, December 31, 2021
     7,367,194        8.18        18.66        6.09        48,464  
    
 
 
                                     
Granted
     2,900,248        6.18        6.41        —          —    
Forfeited
     632,534        9.53        22.70        —          —    
Expired
     —          —          —          —          —    
Exercised
     758,442        0.23        10.62        —          —    
Cancelled
     —          —          —          —          —    
    
 
 
                                     
Outstanding, December 31, 2022
     8,876,466        8.11        15.06        6.23        31,347  
    
 
 
                                     
Vested and expected to vest at December 31, 2022
     8,876,466        8.11        15.06        6.23        31,347  
    
 
 
                                     
Vested at December 31, 2022
     7,251,013        9.66        15.50        5.71        21,844  
    
 
 
                                     
The aggregate intrinsic value in the table above represents the difference between the closing stock price on the last trading day in 2021 and 2022 and the option’s respective exercise price.
The weighted average grant date fair value of the share options granted during the years ended December 31, 2020, 2021 and 2022 were RMB18.97, RMB24.61 and RMB6.41 (US$0.93), respectively.

The aggregate unrecognized share-based compensation expense was RMB8,342 (US$1,209) as of December 31, 2022, which the Company expects to recognize over an estimated weighted-average period of 1.71 years.
 
The Company estimates the fair value of each award on grant date using the binomial option pricing model with the assistance of an independent third-party valuation firm. The binominal model requires the input of highly subjective assumptions, including the expected share price volatility and the suboptimal early exercise factor. For expected volatility, the Company has made reference to historical volatilities of several comparable companies. The suboptimal early exercise factor was estimated based on the Company’s expectation of exercise behavior of the grantees. The risk-free rate for periods within the contractual life of the options is based on the market yield of U.S. Treasury Bonds in effect at the time of grant. Prior to the IPO, the estimated fair value of the ordinary shares, at the option grant dates, were determined by the assistance of an independent third-party valuation firm. Subsequent to the IPO, fair value of the common shares is the price of the Company’s publicly traded shares. The Company’s management is ultimately responsible for the determination of the estimated fair value of its ordinary shares.
The Company recognizes share-based compensation expense using the accelerated recognition method over the requisite service period, which is generally subject to graded vesting.
The following table presents assumptions used to estimate the fair values of share options granted for the years ended December 31, 2020, 2021 and 2022:
 
     2020   2021   2022
Risk-free interest rate
   0.63% - 1.88%  
0.94% - 1.70%
 
1.87%-3.75%
Dividend yield
   0%   0%   0%
Expected volatility
  
44.37% - 47.83%
 
47.45% - 56.62%
 
55.99%-56.79%
Weighted average expected volatility
   46.37%   50.26%   56.15%
Expected exercise multiple
   2.5 - 2.8   2.2 - 2.8  
2.2-2.8
 
(i)
Risk-free interest rate – The risk-free interest rate for periods within the contractual life of the options is based on the US Treasury yield curve in effect at the time of the grant for a term consistent with the contractual term of the awards.
(ii)
Dividend yield – The dividend yield is estimated based on the Company’s expected dividend policy over the expected term of the options.
(iii)
Expected volatility – Expected volatility is estimated based on the historical volatility of common shares of several comparable publicly-traded companies in the same industry.
(iv)
Expected exercise multiple – Expected exercise multiple is estimated based on changes in expected intrinsic value of the option and the likelihood of early exercise by employees.
 
 
Restricted share units
Starting from September 4, 2018, the Company granted restricted Class A common shares of the Company (“Restricted Shares”).
A summary of the restricted share units for the year ended December 31, 2022 was stated below:
 
Restricted Share Units Granted to Employees and Directors
  
Number of
Share
Units
 
  
Weighted-
Average
grant-date
Fair Value
per Restricted
Share
 
  
Weighted
Average
Remaining
Contractual
Term
(Years)
 
  
Aggregate
Intrinsic
Value
 
 
  
 
 
  
RMB
 
  
 
 
  
RMB
 
Outstanding, December 31, 2021
     119,566        14.94        9.88        1,189  
    
 
 
                            
Granted
     199,965        9.55        —          —    
Forfeited
     —          —          —          —    
Expired
     —          —          —          —    
Vested
     119,568        14.52        —          —    
Cancelled
     —          —          —          —    
    
 
 
                            
Outstanding, December 31, 2022
     199,963        9.81        9.80        1,337  
    
 
 
                            
Vested and expected to vest at December 31, 2022
     199,963        9.81        9.80        1,337  
    
 
 
                            
Exercisable at December 31, 2022
     —          —          —          —    
    
 
 
                            
The weighted average grant-date fair value per restricted share unit granted for the years ended December 31, 2020, 2021 and 2022 were RMB20.41, RMB13.92 and RMB9.55 (US$1.38), respectively.
As of December 31, 2022, there was RMB1,498 (US$217) of unrecognized share-based compensation cost related to restricted shares, which the Company expects to recognize over an estimated weighted-average period of 0.84 year.
The aggregate fair value of options
 
and restricted share units
 
vested and recognized as expenses as of December 31, 2020, 2021 and 2022 were RMB28,858, RMB30,212 and RMB15,515 (US$2,249), respectively.
Total intrinsic value of options and restricted share units exercised/vested for the years ended December 31, 2020, 2021 and 2022 were RMB
38,585, RMB24,640 and RMB7,821 (US$1,134), respectively.
Total compensation costs recognized for the years ended December 31, 2020, 2021 and 2022 were as follows:
 
     Year ended December 31,  
     2020      2021      2022  
     RMB      RMB      RMB      US$  
Cost of
r
evenue
     4        41        2        —    
Research and development
     7,176        13,801        368        53  
Sales and marketing
     3,965        2,609        1,188        172  
General and administrative
     17,713        13,761        13,957        2,024  
    
 
 
    
 
 
    
 
 
    
 
 
 
Total
     28,858        30,212        15,515        2,249