Police said the stolen Ford Explorer was traveling westbound on 63rd Street when it turned onto Washtenaw Avenue, hitting a parked vehicle and a tree.
The driver of the SUV fled the scene and is not in custody, police said. Five people who were in the SUV were transported to area hospitals with non-life-threatening injuries.
Police said the crash did not involve a pursuit.