The team's name was taken from a slang term used by American military pilots and referred to the city's aviation industry (Lockheed Martin Missiles and Fire Control is headquartered in Grand Prairie, and Vought Corporation once had a major plant in Dallas adjacent to Grand Prairie before the company was sold and the plant closed).

[1] For the 2016 season, the AirHogs merged with the Amarillo Thunderheads, taking their name and splitting games between both home ballparks; from 2017 to 2020, the team was based solely in Grand Prairie.

On July 28, starting pitcher Kieran Mattison's contract was purchased by the Los Angeles Dodgers.

The AirHogs played host to the 2009 American Association All-Star Game at their home field, the Ballpark in Grand Prairie, on July 21, 2009.

On November 19, 2015, American Association commissioner Miles Wolff announced that there would no longer be interleague play between the American Association and the Can-Am League (for which he was also commissioner) and that for the 2016 season the Amarillo Thunderheads and the AirHogs would operate as a joint team with 25 games in Amarillo and 25 games in Grand Prairie to make a 12-team league.