The chase made it way across surface streets and the 110 Freeway before the driver exited into a residential neighborhood and ditched the vehicle.
Shortly before 1 p.m., the driver and passengers jumped out the Kia Soul and near the intersection of 129th Street and Jefferson Avenue and ran.
Los Angeles County sheriff's deputies followed them onto the property and set up a perimeter as a law enforcement helicopter circled overhead.
A search ensued, and by 3 p.m. all five of the suspects were apprehended, a sheriff's spokesperson told ABC7.
Details of when and where the car was stolen were not immediately available.