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 2022, 3900 players participated on over 300 teams in APPL leagues throughout Arizona.