Dark Horse

A dark horse candidate is one whose nomination or victory is unexpected. Several U.S. presidents were dark horses, beginning with James K. Polk in 1844. The expression was coined by the British author and subsequent Prime Minister Benjamin Disraeli in 1831, and it was originally used to refer to an unknown horse who won a race.