The music leaderboard · for creatives

Best for music

4 editor picks · 5 eligible models · Generative composition, vocals, stems.

EDITOR'S CHOICEResearch date unavailable

Suno AI

Suno

Excellent

Production-ready output — usable stems and believable vocals.

Most production-ready output; stems are usable and the vocals are believable.

The numbers

Pricing

—

see model page

Context

—

music

Pros

Cons

Also worth picking

ranked by editorial pick order

Editorial tiersExcellentStrongSolid

#ModelTierPricingEditor's note

Udio

—

Best on jazz, classical, and complex arrangements where craft matters.

Stability Audio Ultra

Stability AI

—

Best for sound design, loops, and licensable production beds.

Google MusicLM

Google

—

Solid text-to-music for quick mood and motif exploration.

Eligibility

Eligibility means tagged with useCases: [music]. Pins must come from this pool.