LLM Reference

The music leaderboard · for creatives

Best for music

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

See raw /best
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
  • +Best vocals & full songs
  • +Usable stems
  • +Fast iteration
Cons
  • Less control than a DAW workflow

Also worth picking

The runners-up

ranked by editorial pick order
Editorial tiersExcellentStrongSolid
#ModelTierPricingEditor's note
#2
Udio
Udio
Best on jazz, classical, and complex arrangements where craft matters.
#3
Stability Audio Ultra
Stability AI
Best for sound design, loops, and licensable production beds.
#4
Google MusicLM
Google
Solid text-to-music for quick mood and motif exploration.

Eligibility

5 models are eligible for this board

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

All picks