The new league began its promotional campaign in 2021[3] and launched its first official season in 2023.

Following the 2023 season, the Oklahoma City Spark announced their departure from the WPF in December 2023.

[7] In April 2024, the Smash It Sports Vipers and USSSA Pride both announced they would not participate in the 2024 season.

[10] In April 2024, B4Real Enterprises was named the league's operations and management team.

[11] On April 16, 2024, the WPF announced their intentions to expand internationally and add two teams from Mexico.