AI Battle > Rankings > Arena Elo

Arena Elo Ranking — Music Vocals (2026)

null by null leads the Arena Elo ranking with a score of 1146. The ranking covers 13 evaluated music vocals from a public dataset that AI Battle re-checks daily.

Last updated: . Source: public benchmark datasets and provider pricing, aggregated daily; 13 entries shown.

Suno v61146Suno v6-mini1130Mureka V9.51107Mureka V91057Lyria 3.51052Lyria 3 Pro1051Eleven Music v2.51012MiniMax Music 3.01000Eleven Music v2999Eleven Music999MiniMax Music 2.6998MiniMax Music 2.5+985Melodia v3972
Every entry in the dataset, scaled from the smallest to the largest published value.

All 13 entries in this dataset

#EntryCreatorValueΔ vs #1
1Suno v611460.0%
2Suno v6-mini1130-1.4%
3Mureka V9.51107-3.4%
4Mureka V91057-7.8%
5Lyria 3.51052-8.2%
6Lyria 3 Pro1051-8.3%
7Eleven Music v2.51012-11.7%
8MiniMax Music 3.01000-12.7%
9Eleven Music v2999-12.8%
10Eleven Music999-12.8%
11MiniMax Music 2.6998-12.9%
12MiniMax Music 2.5+985-14.1%
13Melodia v3972-15.2%

How the values are distributed

Across the 13 numeric entries in this window the median is 1012 and the mean is 1039, so the typical entry sits 134 below the leader. The window spans 972 to 1146.

25030012
8 equal buckets between the smallest (972) and largest (1146) value; numbers under bars are entry counts.

7 of 13 entries are at or above the median, and the top three hold 25% 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, rankLower, rankUpper, storedRank 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 13 entries and all 13 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 1146, 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 (1146), 2. null (1130), 3. null (1107).

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