Officials said the two-car collision happened about 8:20 p.m. at Dover Drive and Irvine Avenue in front of a city fire station.
One of the cars caught fire, but emergency crews were able to respond immediately due to the proximity.
The three people hurt sustained moderate injuries and were transported to the hospital.