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Stock Based Compensation
3 Months Ended
Mar. 31, 2022
Share-based Payment Arrangement [Abstract]  
Stock Based Compensation Stock Based CompensationThe following table sets forth the components of our stock-based compensation and expected tax benefit for the three months ended March 31, 2022 and 2021 related to the plans in effect during the respective period:
Three months ended March 31,
Stock-based compensation expense:20222021
Restricted stock and restricted stock units$7.4 $3.1 
Stock options1.0 1.5 
Incentive units2.3 3.0 
Total compensation expense$10.7 $7.6 
Expected tax benefit:
Restricted stock and restricted stock units$1.1 $0.5 
Stock options0.1 0.4 
Total expected tax benefit$1.2 $0.9 

The following table summarizes the restricted stock and restricted stock units granted in 2022:
DateNumber of shares grantedGrant date fair value per shareVesting period (in years)Vesting criteria
Restricted Stock & RSU's: (1)
March 10, 202296,509 $16.581.0Service
March 10, 2022 (2)3,254,916 $16.583.0Service & Performance
March 31, 202289,334 $17.523.0Service
(1)Employee awards generally vest ratably over three years and director awards vest 100% after one year.
(2)These awards are also subject to an annual performance target. Vesting of these awards are dependent on the satisfaction of the annual performance target.

We accounted for stock-based compensation based on grant date fair value. For restricted stock, grant date fair value was based on the closing price of our stock on the date of grant.

The following tables summarize the restricted stock, restricted stock units, stock options and incentive units activity in 2022:

Restricted stock and Restricted stock units
Number of
shares
Weighted-average
grant date
fair value
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20222,757,839 $21.611.2$56.5
Granted 3,440,759 $16.60
Forfeited(40,049)$22.14
Vested(733,055)$22.47
Balances, March 31, 20225,425,494 $18.321.7$95.1
Stock options
Number of
options
Weighted-average
exercise price
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20226,380,000 $22.005.5$—
Granted— $—
Forfeited— $—
Vested— $—
Balances, March 31, 20226,380,000 $22.005.3$—



Incentive units (1)
Number of
incentive units
Weighted-average
grant date
fair value
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20223,826,569 $2.950.2$78.4
Distributed(3,397,254)$2.96
Forfeited— $—
Balances, March 31, 2022429,315 $2.860.1$7.5
(1)Incentive units were granted prior to the IPO under the Incentive Units Program.

The following table sets forth the unrecognized equity-based compensation cost as of March 31, 2022:

Equity-based compensation:Unrecognized compensationWeighted-average amortization period (in years)
Restricted stock & Restricted stock units$92.6 2.6
Stock options4.8 1.2
Incentive units0.2 0.1
Total unrecognized compensation expense$97.6 2.2

Employee Stock Purchase Plan ("ESPP")

Effective December 2020, we adopted the Dun & Bradstreet Holdings, Inc. Employee Stock Purchase Plan that allows eligible employees to voluntarily make after-tax contributions ranging from 3% to 15% of eligible earnings. The Company contributes varying matching amounts to employees, as specified in the plan document, after a one year holding period. During the holding period, ESPP purchased shares are not eligible for sale or broker transfer. The first purchases for this program started in January 2021. We recorded the associated expense of approximately $1 million for both the three months ended March 31, 2022 and 2021.