Gianelli is a surname. Notable people with the surname include:
Carlos Gianelli (1948–2021), Uruguayan lawyer and diplomat John Gianelli (born 1950), American basketball player William Gianelli (1919–2020), United States Army personnel
See also 21588 Gianelli, main-belt asteroid Gianelli Power Plant, power plant in California.