Kimi K3.1 Pro becomes first open-weights model to score on MazeBench, at just 2%

patience_cave · x · 2026-10-25

Blogger patiencecave tested Kimi K3.1 Pro against DeepSeek v4.1 on MazeBench, a multistep maze benchmark. Kimi K3.1 Pro solved a multistep puzzle on its 20th attempt — only 5 other models had solved it before — becoming the first open-weights model with a nontrivial score of 2%, with DeepSeek v4.1 Flash close behind at 1%. The near-zero scores underline how hard long-horizon planning remains for all models.

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