The stolen car first crashed into a livery car and then a yellow taxi cab.
The drivers of both the taxi cab and livery car were taken to the hospital with non-life threatening injuries.
Two of the occupants of the Mercedes Benz were taken into custody. One was injured.
A third person fled the scene.