# Game Arena leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-game-arena

Every model the catalog carries a published Game Arena value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Pooled pairwise game outcomes |
| Tasks | Strategic games; per-model coverage retained |
| Difficulty | — |
| Published by | [Game Arena methodology](https://www.kaggle.com/game-arena-faq) |

Kaggle Game Arena fits one Bradley-Terry rating to results across strategic games. Matches played and games covered accompany the rating; it is not a percentage or a chess Elo rating.

## Game Arena ranking

No model in the catalog has a published Game Arena score. The benchmark is defined by Game Arena methodology, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.