General365 - Optimal Strategy: leaderboard

Metric: Accuracy (%) on the problems labelled Optimal Strategy (a problem may carry several challenge labels), out of 1,460 problems (365 hand-written seeds and 1,095 expansions); numeric answers checked with math-verify, choice and text answers graded by GPT-4.1; temperature 1.0 for reasoning and 0.7 for chat models, highest available reasoning effort; higher is better. Source: arxiv.org. Saturation forecast: Around July 2027. 26 models tracked.

Top models

#ModelScore
1GLM-5 (Thinking)51.7
2Gemini 3 Pro50.8
3DeepSeek V3.2 Speciale50
4GLM-4.7 (Thinking)49.2
5Gemini 3 Flash48.3
6DeepSeek V3.2 (Thinking)48.3
7Kimi K2.5 (Thinking)48.3
8Qwen 3 Max (Thinking)48.3
9GPT-5 (High)47.5
10GPT-5.1 (High)47.5
11Kimi K2 (Thinking)46.7
12DeepSeek V3.1 (Thinking)45.8
13Qwen 3.5 397B A17B (Thinking)43.3
14Qwen 3 235B A22B 2507 (Thinking)41.7
15O4 Mini (High)40.8

Interactive version: theaggregate.ai/benchmark?slug=general365-optimal-strategy · How It Works · Data refreshed daily, snapshot 2026-10-07.