Kaggle OracleBench: leaderboard

Community benchmark on Kaggle by utilisateurrichard: eight tasks checked against optimal solvers: Othello, Connect 4 and Kuhn poker against optimal opponents, Mastermind, Nim with a confidence bet, misere Nim, grid navigation among distracting prompts and next-value sequence prediction. Each task scores 0-1 and an invalid move ends a game; mean over the eight as a percentage, higher is better.

Metric: Mean Game Score (%). Source: www.kaggle.com. Saturation forecast: Around February 2027. 13 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Flash (Preview)59.38#90
2Gemini 3.1 Pro (Preview)56.11#64
3GLM-551.25#149
4Gemini 2.5 Pro50.86#159
5Claude Opus 4.649.37#67
6Gemini 2.5 Flash36.38#255
7GPT-OSS-120B33.93#346
8Claude Sonnet 4.630.14#94
9Gemini 3.1 Flash Lite (Preview)25.67#201
10Claude Haiku 4.522.42#287
11Qwen 3 235B A22B 2507 Instruct18.37#315
12Gemma 4 26B A4B13.25#360

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=kaggle-oraclebench · How It Works · Data refreshed daily, snapshot 2026-11-05.