The crash happened late Thursday afternoon at the intersection of 60th Avenue and Camden Street, in East Oakland.
The victims were all taken to a hospital, but their injuries are not believed to be life-threatening.
Police say one of the cars involved in the collision ran two stop signs and had been carjacked last week.