 "With the Lights Out" received generally positive reviews from music critics, many of whom saw it as a valuable glimpse into the band's evolution.Julian Marshall of the "NME" called it "a humanising, comprehensive and often heartbreaking document of a man who, in five years, changed the face of music, almost by accident.