The accident happened just before 1:00 a.m. at the intersection of West Hunting Park Avenue and North American Street.
One person became trapped inside one of the vehicle and needed to be extricated by rescue workers.
All three victims were admitted to the hospital in stable condition.
There is no word on what led to the crash.