Fire officials said a tow truck pulling an SUV knocked over a gas pump, leading to the explosion.
Los Angeles County firefighters responded to the fire shortly after 3 a.m. in the area of Crenshaw and El Segundo boulevards.
Firefighters put out the exploding blaze quickly, and no injuries were reported.
Police are continuing to investigate the crash.