Moonshot AI Releases Kimi K2.5 for Private Enterprise Deployment

Moonshot AI released Kimi K2.5 as an open-weight model in January 2026, enabling enterprises to run multimodal AI—with coding and tool-calling—on private servers instead of relying on cloud APIs. The 256K context window and agentic architecture support workflow automation; the 1 trillion parameter model activates 32 billion per inference pass, balancing capability with on-premises feasibility.