The chase began at about 8 p.m. Saturday, and the driver fled for about an hour, sometimes going the wrong way.
Police tried to use spike strips at one point, but that didn't work, so they pulled off a pit maneuver.
The driver was reportedly cutting himself with a knife during the pursuit and had to be taken for treatment at a hospital.
No officers were hurt.