Charles Dreyfus, who has finally cracked over inspector Clouseau's antics, escapes from a mental institution and launches an elaborate plan to get rid of Clouseau once and for all.
Broke and depressed, Ray is mistaken for a dangerous hitman and given an envelope of cash. Along with his P.I. friend Skip, he must escape the actual hitman to make it out of LaRoy alive.
After escaping from prison, Joe and Terry go on a crime spree, robbing banks through Oregon and California in order to finance their scheme for a new life south of the border. Unfortunately, things get more complicated when they meet Kate, who runs into them with her car. She joins the bandits on their cross-country spree, and eventually she steals something, too: their hearts.