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

Peter J. Ganci, Jr. (1946–2001), American firefighter Raffaele Ganci (1932–2022), Sicilian Mafiosi Marco Ganci (born 1976), Italian clergyman and diplomat Massimo Ganci (born 1981) Italian footballer