Kimi K2.7 Code Highspeed

Built for long-context, multi-step tool use, and code/document workflows, with stronger engineering-task stability and context capacity than Kimi K2.5. Compared with Qwen, GLM, and DeepSeek, it is well suited to Chinese long-document analysis, project Q&A, and everyday agentic programming.

Built for long-context, multi-step tool use, and code/document workflows, with stronger engineering-task stability and context capacity than Kimi K2. Compared with Qwen, GLM, and DeepSeek, it is well suited to Chinese long-document analysis, project Q&A, and everyday agentic programming.

Built for long-context, multi-step tool use, and code/document workflows, with stronger engineering-task stability and context capacity than Kimi K2.6. Compared with Qwen, GLM, and DeepSeek, it is well suited to Chinese long-document analysis, project Q&A, and everyday agentic programming.

Moonshot flagship model with native vision and up to a 1M-token context window. It currently runs at max reasoning effort and suits long-horizon coding, knowledge work, and complex tasks that coordinate terminal tools. For stable use, preserve the full reasoning history and start a new session in a compatible agent harness.