pickback the wrong horse . back the wrong horse {v. phr.} To support a loser. In voting for George Bush, voters in 1992 were backing the wrong horse. Categories: add yours verb Source: A Dictionary of American Idioms Subscribe to: American IdiomsEnglish Slang Add my comment