Sokoban Eval: New 66-Room Benchmark Makes LLMs Play Classic Puzzle Game

banteg · x · 2026-11-14

Developer banteg released Sokoban Eval, a benchmark where language models play Jonah Ostroff's Heroes of Sokoban puzzle trilogy: 66 rooms across three parts with escalating mechanics (push/pull/swap, goblins and dragons, charm and wall-morphing). Models see the board image and text grid each turn and submit moves or full-room plans, replayed in the original PuzzleScript game, with active time counting inference and execution. Community members like kittenbeloved are already testing models like Fable 5.2 on the harder puzzles. The site also invites humans to beat the models, who currently hold the shortest-route record in every room despite shorter solutions existing.

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