The world’s ten highest-paid female athletes earned a combined $167 million before taxes in 2021, according to Forbes estimates, a 23% increase over 2020 and a 16% jump from the prior record of $143.3 million set in 2013. At the top is tennis ace Naomi Osaka, who hauled in $57.3 million, easily a calendar-year record for a female athlete. Serena Williams takes the runner-up spot with $45.9 million.

Check out the dataset below for the breakdown of earnings between on-the-field and off-the-field, sport, and country represented by the athletes.

View more details at Forbes