Zocchi is an Italian surname. Notable people with the surname include:
Arnoldo Zocchi (also Arnaldo) (1862–1940), Italian sculptor Emilio Zocchi (1835–1913), Italian sculptor Giuseppe Zocchi (c. 1711–1767), Italian painter and printmaker Lou Zocchi (1935–2026), American gaming hobbyist, game distributor and publisher Nietta Zocchi (1909–1981), Italian film actress