Kimi K3.1 Pro Launches: Strong in Agentic Coding, Pending 3D Benchmarks
Moonshot AI released Kimi K3.1 Pro, which ranks among leading models in agentic knowledge work and coding benchmarks like GDPval-AA and Terminal-Bench 4.0. While early signs suggest it may rank lower than its predecessor on the AA-3D benchmark for interactive 3D scene building, a demo of a complex mountain-bike descent highlights its potential capabilities.
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Artificial Analysis (@ArtificialAnlys) · 2026-10-23 23
Kimi K3.1 Pro is among the leading models in agentic knowledge work and coding, but early signs suggest it will rank lower on AA-3D
We are still collecting the preference votes for its Elo on AA-3D, our benchmark for how well AI models build interactive 3D scenes. In agentic knowledge work and coding, it is among the leading models on GDPval-AA and Terminal-Bench 4.0. Its predecessor, Kimi K3, is 12th of 22 models on AA-3D.
Here is one of its AA-3D scenes: a 492 m mountain-bike descent with berms, roots, a rock garden, a drop, and a jump. A demo run rides it from top to bottom, and you can take over the steering, pedaling, and braking at any point.
Congratulations to @Kimi_Moonshot on the release!
