Sperelli is a surname. Notable people with the surname include:
Alessandro Sperelli (1589–1671), Italian Roman Catholic prelate Anselmo Sperelli (fl. 1500s), Italian Roman Catholic prelate Cesare Sperelli (1639–?), Italian Roman Catholic prelate Giovanni Ottavio Manciforte Sperelli (1730–1781), Italian Roman Catholic bishop