2021 was an impressive year for female athletes, who, together, tapped a total of $167 million before taxes, according to Forbes estimates. This is a 23% increase over 2020 and up 16% from the previous record of $143.3 million set in 2013. Leading the pack is the tennis star Naomi Osaka, who took in $57.3 million, followed by Serena Williams, who earned $45.9 million.

“Whether it’s a [social media] post players are making to get paid or whether they’re signing endorsement deals, it’s a good space to come into, and it obviously occurred because of all the former players that had come prior,” said retired soccer player Carli Lloyd in an interview with Forbes.

Here’s the top ten:

1) Naomi Osaka

Age: 24

Sport: Tennis

Country: Japan

Total Earnings: $57.3M

On-The-Field earnings: $2.3 million

Off-The-Field earnings: $55 million

2) Serena Williams

Age: 40

Sport: Tennis

Country: U.S.

Total Earnings: $45.9M

On-The-Field Earnings: $0.9 million

Off-The-Field Earnings: $45 million

3) Venus Williams

Age: 41

Sport: Tennis

Country: U.S.

Total Earnings: $11.3M

On-The-Field Earnings: $0.3 million

Off-The-Field Earnings: $11 million

4) Simone Biles

Age: 24

Sport: Gymnastics

Country: U.S.

Total Earnings: $10.1M

On-The-Field Earnings: $0.1 million

Off-The-Field Earnings: $10 million

5) Gabrine Muguruza

Age: 28

Sport: Tennis

Country: Spain

Total Earnings: $8.8M

On-The-Field Earnings: $2.8 million

Off-The-Field Earnings: $6 million

6) Jin Young Ko

Age: 26

Sport: Golf

Country: South Korea

Total Earnings: $7.5M

On-The-Field Earnings: $3.5 million

Off-The-Field Earnings: $4 million

7) P.V. Sindhu

Age: 26

Sport: Badminton

Country: India

Total Earnings: $7.2M

On-The-Field Earnings: $0.2 million

Off-The-Field Earnings: $7 million

8) Ashleigh Barty

Age: 25

Sport: Tennis

Country: Australia

On-The-Field Earnings: $3.9 million

Off-The-Field Earnings: $3 million

9) Nelly Korda

Age: 23

Sport: Golf

Country: U.S.

Total Earnings: $5.9M

On-The-Field Earnings: $2.3 million

Off-The-Field Earnings: $3.5 million

10) Candace Parker

Age: 35

Sport: Basketball

Country: U.S.

Total Earnings: $5.7M

On-The-Field Earnings: $0.2 million

Off-The-Field Earnings: $5.5 million

Main photo: Naomi Osaka / Wikipedia