Update
ACE Music v1 Beats Suno on AI Vocal Music Leaderboard
ACE Studio's ACE Music v1 model has topped the Artificial Analysis vocal music leaderboard, scoring 1,160 Elo points against Suno v6's 1,144. ACE Music consistently produced more melodic and coherent songs in mainstream styles, with more natural vocal performances and better song endings compared to Suno.