Stoloff is a surname. Notable people with the surname include:

Benjamin Stoloff (1895–1960), American film director and producer Bob Stoloff (born 1952), American jazz musician Morris Stoloff (1898–1980), American composer Victor Stoloff (1913–2009), Russian Empire-born American film director, producer, and screenwriter