Prance is a surname. Notable people with the surname include:
Bertram Prance (1889–1958), British artist and illustrator George Prance (1827–1885), sailor in the U.S. Navy during the American Civil War Ghillean Prance (born 1937), British botanist and ecologist Miles Prance (fl. 1678), English Roman Catholic craftsman