Games like Nekodancer

If you finished Nekodancer, the closest matches are Spin Rhythm XD, Synth Riders, Taiko no Tatsujin: Drum 'n' Fun!, Audioshield and Lost in Harmony. All 7 share its arcade genre and are ranked by how closely their themes and modes overlap.