Kimi K2.6

Kimi K2.6 is a native multimodal agentic system built on a 1 trillion parameter mixture-of-experts architecture with 32 billion active parameters — 384 experts, 8 routed plus 1 shared per token — and a MoonViT vision encoder that handles image and video in the same stack rather than through a separate module. It excels at long-horizon coding, multi-step reasoning, and tool use, and its Agent Swarm system scales to 300 domain-specialized sub-agents executing up to 4,000 coordinated steps in a single autonomous run.