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Kimi K2.6

Moonshot AI released Kimi K2.6 on January 1, 2026. The registry currently records it as open weights.

Model publication

Moonshot AI

Kimi K2.6Open the source for Kimi K2.6

Open weights

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and can convert prompts and visual inputs into production-ready interfaces. Its agent swarm architecture scales to hundreds of parallel sub-agents for autonomous task decomposition - delivering documents, websites, and spreadsheets in a single run without human oversight.

Licence
other
Architecture
KimiK25ForConditionalGeneration
Parameters
1.06T
Context
262.1K tokens
Artifact format
safetensors
Download size
554 GB
Figure 1: Kimi K2.6
Kimi K2.6 (1T) · architecture · Sebastian Raschka · LLM Architecture Gallery

Benchmarks

Arena Image-to-WebDev1,520 Elo
Weightshuggingface.co/moonshotai/Kimi-K2.6Hugging Facehuggingface.coOpenRouteropenrouter.aiSebastian Raschka LLM Architecture Gallerysebastianraschka.com2 artifacts in the registry, including third-party rebuilds

About the Authors

A

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