Bolshunov (masculine, Russian: Большунов) or Bolshunova (feminine, Russian: Большунова) is a Russian surname. Notable people with the surname include:

Aleksandr Bolshunov (born 1996), Russian cross-country skier Daniil Bolshunov (born 1997), Russian football player