It happened just after 1 p.m. on Santiago Canyon Road, just north of Silverado Canyon.
Details are limited, but according to a California Highway Patrol officer, the driver died at the scene and the others were sent to the hospital in unknown conditions.
Investigators are working to determine why one of the vehicles veered onto oncoming traffic.