Pistoia is an Italian surname. Notable people with the surname include:

Cino da Pistoia (1270-1336), Italian poet Maëlle Pistoia (born 2001), French singer Nicola Pistoia (born 1954), Italian actor, director, and playwright

See also Pistoia (disambiguation)