The league has been in existence since 2012 and originally started out as the East Valley Interclub League (EVIL). The Arizona Pickleball Players League became incorporated as a nonprofit corporation in 2019. In 2023, 4500 players participated on over 370 teams in APPL leagues throughout Arizona.