Žugaj is a Croatian surname. Notable people with the surname include:
Nenad Žugaj (born 1983), Croatian wrestler; twin brother of Neven Neven Žugaj (born 1983), Croatian wrestler, twin brother of Nenad
See also Ryszard Żugaj (born 1957), Polish swimmer