Prenga is a surname. Notable people with this surname include:
Besnik Prenga (born 1969), Albanian football player Herdi Prenga (born 1994), Albanian-Croatian football player Kristian Prenga (born 1991), Albanian heavyweight boxer Ledjana Prenga (born 1997), Albanian reality television contestant Armando Prenga, member of the Socialist Party of Albania