Nov 11, 2026 · Artificial intelligence · 2 min read
ACE Music v1 edges past Suno v6 on Artificial Analysis vocal music leaderboard
ACE Studio's new model leads the AI vocal music ranking by 16 Elo points, though confidence intervals overlap and Suno still tops the instrumental leaderboard, Decrypt reported.