Stocchi is an Italian surname. Notable people with the surname include:
Achille Stocchi, 19th-century Italian sculptor John Stocchi (born 1937), South African Olympic rower Luca Stocchi (born 1991), Italian footballer Vittore Stocchi (1895–1987), Italian Olympic rower