Moonshot AI
Agentic language models built for coding, long-horizon execution, and tool-rich workflows
Moonshot AI develops the Kimi model family for coding, reasoning, research, and autonomous agent workflows. Their systems emphasize long-horizon execution, strong tool use, and production-oriented task completion across software engineering, analysis, and knowledge work.
Models by Moonshot AI
Kimi K3 is Moonshot AI's flagship model for frontier reasoning, software engineering, and knowledge-intensive work. It combines a 1M-token context window with native visual understanding, configurable reasoning effort, structured outputs, tool calling, and strong long-horizon execution across large codebases and multi-step research workflows. It is well suited to demanding coding agents, deep research systems, document-heavy assistants, and other production applications that need sustained reasoning over very large contexts.
Kimi K2.6 is Moonshot AI's latest flagship open model for coding, reasoning, multimodal understanding, and agentic execution. It is designed for long-horizon software tasks, reliable tool use, autonomous multi-step workflows, coordinated agent swarms, and visual understanding across image and video inputs in addition to text.