Moonshot ships Kimi K3.1 Pro: 3T params, near-Opus coding scores and a new BenchCAD benchmark

karminski3 · x · 2026-10-24

Moonshot AI released Kimi-K3.1-Pro with 3T parameters. Official benchmarks place its coding between Opus-5.5 and Fable-5.1, matching OpenAI/Anthropic flagships on agentic coding (SWE series) and setting a new high on TerminalBench. A new benchmark, BenchCAD (1,000-file subset, Voxe1 IoU), tests CAD modeling: without tools Kimi K3.1 Pro scores 72.8 vs Fable 5.1's 60.6; with tools it hits 92.7, near Opus 5.5 (96.2) and GPT-6 Astra (95.9). The launch blog shows elaborate CAD demos, including an RX-7 FD3S teardown with 1,153 individual parts. Pricing not yet clarified.

Related event: Moonshot Releases Kimi K3.1 Pro, Open-Weight Model Rivaling GPT-6(33 posts)→

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