InfiniteBM Settlers of Catan: leaderboard
Head-to-head LLM game-arena ladder for Settlers of Catan, using InfiniteBM's per-game Bradley-Terry Elo ratings across negotiation and planning matches.
Metric: Arena Elo (elo). Source: infinitebm.com. Source: benchmarklist.com. Saturation forecast: Around August 2027. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-OSS-120B | 1958.76 | #341 |
| 2 | Claude Sonnet 4.6 | 1805.89 | #90 |
| 3 | Claude Opus 4.7 | 1740.25 | #49 |
| 4 | GPT-5.4 | 1106.18 | #79 |
| 5 | GPT-5.4 Mini | 590.44 | #212 |
| 6 | Claude Haiku 4.5 | 358.41 | #280 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=infinitebm-settlers-of-catan · How It Works · Data refreshed daily, snapshot 2026-10-20.