Astra still SOTA at spatial reasoning as GPT-6.1 models stall on 3D exploration

patience_cave · x · 2026-10-27

A Gems-vs-Moves chart from patiencecave shows GPT-6 Astra still state of the art at spatial reasoning, collecting 16 gems past 20K moves, while GPT-6.1 Sol stalls at 9 around 15K moves and Terra at 8 near 16K; GPT-6 Luna barely moves. The 6.1 models 'have mastered the tutorial but struggle to make meaningful progress afterwards' on 3D exploration.

Related event: GPT-6.1 Terra nears Sol at half cost but Astra leads spatial reasoning(3 posts)→

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