Games like Maimai DX Splash

If you finished Maimai DX Splash, the closest matches are Spin Rhythm XD, Taiko no Tatsujin: Drum 'n' Fun!, Geometry Dash World, Arcaea and Maimai Green. All 7 share its arcade genre and are ranked by how closely their themes and modes overlap.