Best music models with vocals
Music models ranked on songs with singing.
Suno v6 leads from Suno, ahead of 12 others.
- 1Suno
Suno v6
1,142 elo
- 2Suno
Suno v6-mini
1,116 elo
- 3Mureka
Mureka V9.5
1,103 elo
ranked by elo · 13 models · updated Oct 13
| # | Model | Creator | Elo |
|---|---|---|---|
| 1 | Suno v6 | Suno | 1,142 |
| 2 | Suno v6-mini | Suno | 1,116 |
| 3 | Mureka V9.5 | Mureka | 1,103 |
| 4 | Mureka V9 | Mureka | 1,052 |
| 5 | Lyria 3.5 | 1,052 | |
| 6 | Lyria 3 Pro | 1,046 | |
| 7 | Eleven Music v2.5 | ElevenLabs | 1,012 |
| 8 | Eleven Music | ElevenLabs | 1,001 |
| 9 | Eleven Music v2 | ElevenLabs | 1,001 |
| 10 | MiniMax Music 2.6 | MiniMax | 1,001 |
| 11 | MiniMax Music 3.0 | MiniMax | 1,000 |
| 12 | MiniMax Music 2.5+ | MiniMax | 987 |
| 13 | Melodia v3 | Sonauto | 978 |
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.