Music models
Instrumental and vocal music preference rankings.
Snapshot: August 4, 2026
Instrumental music
Instrumental music Elo · Higher is better
- Eligible
- 17
- Candidates
- 17
- Coverage
- 100.0%
| Rank | Model | Creator | Instrumental music Elo | Since prior snapshot |
|---|---|---|---|---|
| 1 | Suno V5.5 | Suno | 1,190 | No change |
| 2 | Mureka V8 | Mureka | 1,167 | No change |
| 3 | Suno V5 | Suno | 1,160 | No change |
Vocal music
Vocal music Elo · Higher is better
- Eligible
- 15
- Candidates
- 15
- Coverage
- 100.0%
| Rank | Model | Creator | Vocal music Elo | Since prior snapshot |
|---|---|---|---|---|
| 1 | Suno V5.5 | Suno | 1,171 | No change |
| 2 | Mureka V9 | Mureka | 1,159 | Not comparable |
| 3 | Mureka V8 | Mureka | 1,140 | Down 1 |
Data source: Artificial Analysis .