The story
Originally an allusion to an unknown horse with a dark coat winning a race, as used in the 1831 novel The Young Duke by Benjamin Disraeli (1804–1881).
Etymology from Wiktionary, CC BY-SA 4.0.
dark horse
Today it means: Someone who possesses talents or favorable characteristics that are not known or expected by others. Full definition →