Best music models with vocals
Music models ranked on songs with singing.
Suno V5.5 leads from Suno, ahead of 14 others.
- 1Suno
Suno V5.5
1,171 elo
- 2Mureka
Mureka V9
1,161 elo
- 3Mureka
Mureka V8
1,141 elo
ranked by elo · 15 models · updated Aug 30
| # | Model | Creator | Elo |
|---|---|---|---|
| 1 | Suno V5.5 | Suno | 1,171 |
| 2 | Mureka V9 | Mureka | 1,161 |
| 3 | Mureka V8 | Mureka | 1,141 |
| 4 | Suno V5 | Suno | 1,098 |
| 5 | MiniMax Music 2.5+ | MiniMax | 1,094 |
| 6 | MiniMax Music 2.6 | MiniMax | 1,092 |
| 7 | Suno V4.5 | Suno | 1,089 |
| 8 | Lyria 3 Pro | 1,082 | |
| 9 | Eleven Music v2 | ElevenLabs | 1,070 |
| 10 | FUZZ-2.0 | Producer.ai | 1,059 |
| 11 | Eleven Music | ElevenLabs | 1,024 |
| 12 | FUZZ-2.0 Raw | Producer.ai | 1,019 |
| 13 | FUZZ-1.1 Pro | Producer.ai | 1,000 |
| 14 | Udio v1.5 Allegro | Udio | 969 |
| 15 | Sonauto V2.1 | Sonauto | 965 |
what elo means
An Elo rating from head-to-head votes: two outputs are shown side by side and people pick the better one. Higher is better, and a gap of about 100 points means the higher model wins roughly two thirds of the time.