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AI Music · first seen 11 November 2026, 08:09 UTC

ACE Music v1 tops AA-Music-Vocal benchmark at 1,160 Elo

A new leader atop a public vocal-music benchmark signals intensifying competition in AI music generation.

OrcaRouter says its ACE Music v1 model leads the AA-Music-Vocal leaderboard with 1,160 Elo, ahead of Suno v6. It is a music generation model competing on vocal quality.

OrcaRouterClosed
Name
ACE Music v1
Domain
creative

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  1. OrcaRouter Read the article →

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