 In a retrospective review for AllMusic, Alex Henderson gave it four-and-a-half out of five stars and referred to it as The Runaways' "outstanding sophomore effort ... hard rock that pulls no punches either musically or lyrically".Andy Doherty called "Queens of Noise" "a real development" from "The Runaways", deeming that it is "definitely worth a listen ..