The fight spilled out into the parking lot and part of it was recorded on video and posted to Twitter April 13.
In one part of the video, a woman throws a trashcan and a squeegee at a man. In another, a woman takes a gas station nozzle that appears to be out of order and swings it at a man. Gasoline can be seen spraying from the nozzle as she swings it.
The end of the video shows a group of women run to a black Ford Focus and flee the gas station when they hear sirens.
Police told WEWS the five women involved may face charges of criminal damaging, assault, theft and disorderly conduct.