Kimi K3.1 Pro jumps 27.6 points to enter BuildingBench top six, matching DeepSeek V4.1 Flash

Lianhuiq · x · 2026-10-24

Third-party evals show Kimi K3.1 Pro leaping from 54.0 to 81.6 on BuildingBench, a 27.6-point gain that puts it in the top six for 3D reconstruction. It essentially matches DeepSeek V4.1 Flash 1017 (81.9) and joins the cluster around Sonnet 5.5 and Fable 5.1, at an estimated median cost of $12.58/task — cheaper than Sonnet and Fable, though DeepSeek remains more cost-efficient at $3.01. A demo rebuild of Melbourne's Australian Centre for Contemporary Art from photos scored 90.8, underscoring how fast open models are closing the spatial-reasoning gap.

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