According to authorities, the chase began around 9 p.m. Tuesday as deputies chased the stolen Honda through Lakewood.
The pursuit ended when the driver crashed the stolen vehicle into a Mini Cooper near Alondra and Horst avenues in Norwalk.
Three suspects were arrested, including a woman who was driving the stolen car.
The driver of the Mini Cooper that was hit suffered non-life threatening injuries.