Games like Polyrhythm Mania

If you finished Polyrhythm Mania, the closest matches are Chainsaw Dance, Super Mario 127, Beat Fever: Music Tap Rhythm Game, O2Jam and Beatmania IIDX Infinitas. All 7 share its music genre and are ranked by how closely their themes and modes overlap.