The crash happened about 12:30 Monday morning on the 6700 block of Eastwood Street.
The collision shoved the other car onto the sidewalk and injured one person in that car.
That person's injuries are minor.
Right after the crash, the driver of the stolen car jumped out of the vehicle and made a run for it.
He remains on the loose.