The driver was pronounced dead at the scene.
Police say the chase started at 10:30 Wednesday morning when police officers tried to stop the vehicle in the area of Buhach Road and Bellevue Road in Atwater and the vehicle failed to yield.
The California Highway Patrol is investigating the incident.