The chase was reported at about 4 p.m. in the Lake Elsinore area and came to an end in Hesperia.
The suspect crashed into a fence and ran into a desert field before being caught by an officer in a helicopter.
The shirtless suspect was taken into custody.
No injuries were reported in the incident.