ACE Music v1 tops Artificial Analysis vocal leaderboard with Elo 1160, beating Suno v6
ArtificialAnlys · x · 2026-11-11
Artificial Analysis's updated AA-Music-Vocal v1.1 leaderboard crowns new model ACE Music v1 at Elo 1160, ahead of Suno v6 (1144), Suno v6-mini (1132), Mureka V9.5 (1101) and Mureka V9 (1063). Rankings come from blind pairwise votes by validated private evaluators (2,000–3,300 samples per model); users can also vote in the Music Arena.
Related event: ACE Music v1 Debuts Atop Artificial Analysis Music Chart, Beating Suno v6(6 posts)→
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