AI Battle > Rankings > Arena Elo

Arena Elo Ranking — Music Vocals (2026)

null by null leads the Arena Elo ranking with a score of 1205. The ranking covers 17 evaluated music vocals from a public dataset that AI Battle re-checks daily.

Last updated: . Source: public benchmark datasets and provider pricing, aggregated daily; 17 entries shown.

Suno V5.51205Mureka V91141Mureka V81172StepAudio 3 Music1198Suno V5955MiniMax Music 2.5+1114MiniMax Music 2.61124Suno V4.51107Lyria 3.51173Lyria 3 Pro1108Eleven Music v21126FUZZ-2.01071Eleven Music1088FUZZ-2.0 Raw1051FUZZ-1.1 Pro1000Udio v1.5 Allegro1035Sonauto V2.11019
Every entry in the dataset, scaled from the smallest to the largest published value.

All 17 entries in this dataset

#EntryCreatorValueΔ vs #1
1Suno V5.512050.0%
2Mureka V91141-5.2%
3Mureka V81172-2.7%
4StepAudio 3 Music1198-0.5%
5Suno V5955-20.7%
6MiniMax Music 2.5+1114-7.5%
7MiniMax Music 2.61124-6.6%
8Suno V4.51107-8.1%
9Lyria 3.51173-2.6%
10Lyria 3 Pro1108-8.0%
11Eleven Music v21126-6.6%
12FUZZ-2.01071-11.1%
13Eleven Music1088-9.7%
14FUZZ-2.0 Raw1051-12.7%
15FUZZ-1.1 Pro1000-17.0%
16Udio v1.5 Allegro1035-14.1%
17Sonauto V2.11019-15.4%

How the values are distributed

Across the 17 numeric entries in this window the median is 1108 and the mean is 1099, so the typical entry sits 96.6 below the leader. The window spans 955 to 1205.

11223422
8 equal buckets between the smallest (955) and largest (1205) value; numbers under bars are entry counts.

9 of 17 entries are at or above the median, and the top three hold 19% of the combined value — read it against the metric below, since a higher number is not "better" for every dataset.

Who publishes these entries

The source dataset for this family does not publish a provider or creator label per entry, so AI Battle cannot group them: the table above is the complete published list. Where the dataset does carry a label (model, gateway and tool families do), this section names the creators and how many entries each holds.

Metric reference

This ranking carries the metrics appearances, ciDelta, ciLower, ciUpper, elo, rank from the Arena Elo dataset in the tab::music-vocals family. Units and the direction of "better" are not declared by the source dataset, so AI Battle does not invent them: values are shown exactly as published, and the ordering is the source dataset's own.

How this ranking is built

Rebuilt on from the public dataset Arena Elo (family tab::music-vocals). The source lists 17 entries and all 17 are shown here. AI Battle requests the dataset's rows, keeps the ordering the source publishes, and computes only the statistics on this page: median, mean, spread, the #1–#2 gap, the creator breakdown and the raw-data file. Nothing on this page is generated text about the entries — the numbers come from the source.

Refresh cadence: every deploy re-pulls the dataset, so this page tracks the source's own update cycle. Corrections: see the methodology page.

Limitations

Raw data

Machine-readable copy of this table, with the statistics below and the source provenance: /data/rankings/music-vocals-arena-elo.json. Free to reuse with attribution to AI Battle and the source dataset.

FAQ — Arena Elo

What is the best model for Arena Elo in 2026?

null by null currently leads the Arena Elo ranking with a score of 1205, the highest value in this dataset across Music Vocals. AI Battle aggregates the dataset from its public source and re-checks it daily.

How often is the Arena Elo ranking updated?

The Arena Elo ranking is rebuilt daily from the upstream public dataset. Scores are the source dataset's own published values, so positions track whatever that source last released — each ranking page names the dataset it comes from.

Which models rank in the top 3 for Arena Elo?

The top 3 are: 1. null (1205), 2. null (1141), 3. null (1172).

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