Prostate Punisher Share definition Flag Somebody that prefers to give very rough and painful butt sex. Can be used as a great insult. Stop being such a prostate punisher.Anal Annihilator Prostate Punisher by Great Slang Vocabulary September 16, 2009 0 0 Get merch Get the Prostate Punisher mug. Buy Now — $32.95 See more merch