Moonshot AI Launches Kimi K3.1 Pro Open Weight Model

Moonshot AI's Kimi K3.1 Pro model beats Claude Opus 5.5 on coding benchmarks with free open weights by November 4.

Oct 23, 2026

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Moonshot AI Launches Kimi K3.1 Pro Open Weight Model

Moonshot AI's Kimi K3.1 Pro model beats Claude Opus 5.5 on coding benchmarks with free open weights by November 4.

In brief

Moonshot AI's Kimi K3.1 Pro model beats Claude Opus 5.5 on coding benchmarks with free open weights by November 4. Moonshot AI released Kimi K3.1 Pro, an open-weight AI model that scores close to Claude Opus 5.5 on coding tests and will be fully open by November 4. Originally reported by Startup Fortune.

Kimi K3.1 Pro Launch

Moonshot AI launched Kimi K3.1 Pro on October 24, its first major upgrade since the K3 release.

Coding Benchmark Results

K3.1 Pro scored 65.7% on Terminal-Bench 4.0, beating GPT-6 Astra's 58.2% and being 0.7 points behind Claude Opus 5.5.

Model Size and Features

Model Size and Features

K3.1 Pro carries 2.8 trillion parameters with 104 billion active through a mixture-of-experts architecture and handles 1 million token context.

Hallucination Rate Improvement

Kimi Hallu Bench Hard shows hallucination rate dropped from 23.4% to 8.3% between K3 and K3.1 Pro.

Integration with Tools

K3.1 Pro works directly in Blender, Unreal Engine, Godot, and CAD software for 3D modeling and game projects.

Pricing and Cost

Kimi K3.1 Pro costs $3/$15 per million input/output tokens, three to four times its predecessor's price.

Open Weights Release Date

Moonshot will publish full open weights by November 4, giving a two-week lead for monetization.

At a glance

Moonshot AI released Kimi K3.1 Pro, an open-weight AI model that scores close to Claude Opus 5.5 on coding tests and will be fully open by November 4.

Read the original on Startup Fortune

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