Games like Calice

If you finished Calice, the closest matches are Beat Fever: Music Tap Rhythm Game, O2Jam, OverRapid, Beatmania IIDX Infinitas and Magic Piano by Smule. All 7 share its music genre and are ranked by how closely their themes and modes overlap.