Music

Discover and compare the best AI models for music generation. Note: This is my personal non-scientific leaderboard. Models are ranked by the completion rate of a series of diverse prompts designed to thoroughly assess performance.

RankCompanyModelScore
Suno
Suno V4.5
1,107
ElevenLabs
Eleven Music
1,057
Producer.ai
FUZZ-1.1 Pro
1,051
4
Producer.ai
FUZZ-2.0 Raw
1,026
5
Producer.ai
FUZZ-2.0
1,010
6
Google
Lyria 2
1,000
7
Udio
Udio v1.5 Allegro
976
8
Sonauto
Sonauto V2.1
941
9
Stability.ai
Stable Audio 2.0
926
10
Meta
MusicGen
827

Methodology

Models are ranked using a series of prompts involving diverse range of challenging tasks. This includes:

  • Musical composition and structure
  • Melody and harmony quality
  • Rhythm and timing
  • Genre adherence
  • Instrumentation and arrangement
  • Audio quality and production
  • Creativity and originality
  • Lyrics integration

To prevent manipulation, the prompts are kept confidential and are regularly updated to increase difficulty as models improve. Here is a subset of prompts for your reference:

Generate a upbeat pop song with electric guitar and drums about summer adventures
Create a classical piano piece in the style of Chopin with emotional depth
Produce a jazz fusion track with saxophone, bass, and complex time signatures
Generate a cinematic orchestral piece for an epic battle scene
Create a lo-fi hip-hop beat with vinyl crackle and mellow vibes
Produce a reggae song with steel drums and Caribbean rhythms
Generate a heavy metal track with distorted guitars and aggressive vocals
Create an ambient electronic piece with synthesizers and atmospheric sounds