Pithou is a surname. Notable people with the surname include:
François Pithou (1543–1621), French lawyer and author Jean Pithou (1524–1602), French lawyer and author Nicolas Pithou (1524–1598), French lawyer and author Pierre Pithou (also Petrus Pithoeus) (1539–1596), French lawyer and scholar These four were brothers