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Rankings/Music

Music Generation - Rankings

Compare music generation models based on Artificial Analysis Arena.

3DImageVideoLanguageMusicSpeech3D Arena

Select a metric

ELO arena ranking for instrumental and vocal music generation quality based on blind pairwise human judgments.

Data from Artificial Analysis
CrafiqData from artificialanalysis.ai
Combined score is based on Instrumental + Vocals. Each variant is min-max normalized across all models, missing variant values are filled with that model’s average normalized variant score, and the final score is the mean of normalized variants (displayed as 0–100).
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1
SunoSuno
Suno
Suno V4.5
Suno
100.01,112.7±171,085.2±12May 2025
2
Producer.aiProducer.ai
Producer.ai
FUZZ-2.0
Producer.ai
74.41,023.1±171,057.5±18Jul 2025
3
Producer.aiProducer.ai
Producer.ai
FUZZ-2.0 Raw
Producer.ai
65.71,039.5±191,022.3±18Jul 2025
4
ElevenLabsElevenLabs
ElevenLabs
Eleven Music
ElevenLabs
65.01,060.8±201,008.3±18Aug 2025
5
Producer.aiProducer.ai
Producer.ai
FUZZ-1.1 Pro
Producer.ai
60.51,051.5±171,000±0May 2025
6
GoogleGoogle
Google
Lyria 2
Google
58.71,000±0—May 2025
7
Stability.aiStability.ai
Stability.ai
Stable Audio 2.0
Stability.ai
35.5936.5±17—Apr 2024
8
UdioUdio
Udio
Udio v1.5 Allegro
Udio
32.3981.2±17953.9±12Mar 2025
9
SonautoSonauto
Sonauto
Sonauto V2.1
Sonauto
18.2939.1±18934.5±18Jan 2025
10
MetaMeta
Meta
MusicGen
Meta
0.0839.5±18—Jun 2023

Last updated Feb 26, 2026