ARTIFICIAL ANALYSIS
Music-Vocal.
Artificial Analysis vocal music arena, ranked by Elo. Higher is better. Snapshot 29 Oct 2026.
Higher Elo is better. The ± figure is Artificial Analysis’s 95% interval. Range is the overlapping rank band they publish.
Artificial Analysis vocal music leaderboard ↗Snapshot 29 Oct 2026. Rankings are Artificial Analysis’s, not scores from this newsroom.
| Rank | Range | Model | Creator | Elo | Appearances | Released |
|---|---|---|---|---|---|---|
| 1 | 1–2 | Suno v6 | Suno | 1,144 ± 18 | 3,037 | Sep 2026 |
| 2 | 1–2 | Suno v6-mini | Suno | 1,132 ± 18 | 3,151 | Sep 2026 |
| 3 | 3 | Mureka V9.5 | Mureka | 1,102 ± 18 | 3,107 | Aug 2026 |
| 4 | 4–5 | Mureka V9 | Mureka | 1,063 ± 18 | 3,097 | Mar 2026 |
| 5 | 4–6 | Lyria 3.5 | 1,051 ± 18 | 3,164 | Jul 2026 | |
| 6 | 4–6 | Lyria 3 Pro | 1,048 ± 18 | 3,158 | Mar 2026 | |
| 7 | 7–9 | Eleven Music v2.5 | ElevenLabs | 1,016 ± 18 | 3,220 | Sep 2026 |
| 8 | 7–12 | Eleven Music v2 | ElevenLabs | 1,002 ± 18 | 3,259 | May 2026 |
| 9 | 7–12 | MiniMax Music 3.0 | MiniMax | 1,000 ± 0 | 3,299 | Aug 2026 |
| 10 | 8–12 | Eleven Music | ElevenLabs | 999 ± 18 | 3,214 | Aug 2025 |
| 11 | 8–12 | MiniMax Music 2.6 | MiniMax | 998 ± 18 | 3,206 | Apr 2026 |
| 12 | 9–12 | MiniMax Music 2.5+ | MiniMax | 990 ± 18 | 3,337 | Mar 2026 |
| 13 | 13 | Melodia v3 | Sonauto | 964 ± 18 | 3,293 | — |