Dictionary
dark' horse'
1. a racehorse, competitor, etc., about whom little is known or who unexpectedly wins.
2. a candidate who is unexpectedly nominated at a political convention.
Random House Unabridged Dictionary, Copyright © 1997, by Random House, Inc., on Infoplease.