"AllMusic's Mark Deming rated it as three-and-a-half stars out of five and explained, "While these four songs (or five, depending on which version you buy) are tougher and more rock-oriented than the albums that would soon follow from Bailey's edition of the group, they're still a far cry from the breakneck fury of "(I'm) Stranded" or "Eternally Yours"."