They ripped off a convenience store just after 3 a.m. and witnesses say the car sped away and swerved down Manning and Zediker until the driver lost control, crossed over one lawn and slammed into a garage.
At least two men and two women hobbled out of the car and escaped for the moment.
Police checked a nearby apartment complex for suspects, while the family who lives in the home had to clear out for the morning.
VIDEO: This is the guy stealing beer before the dangerous driving leading to a car crashed into a Parlier house.