Four losers borrow money from gangsters to bet on a "sure thing", but lose. The gangsters go after them to get their money.
Tim Conway
as Dooley
Harvey Korman
as Lou
Jack Weston
as Elton
Ted Wass
as Stump
Dick Enberg
as Radio Announcer
Anne Meara
as Madge
Frank Bonner
as Realtor
Stella Stevens
as Nicki Dixon
Edie McClurg
as Donna
Eddie Deezen
as Parking Attendant
Jonathan Winters
as Tyler
Paul Bartel
as Blind Man (uncredited)
