Moonshot AI Kimi K2.7 Code now available on Workers AI

@cf/moonshotai/kimi-k2.7-code is now available on Workers AI. Kimi K2.7 Code is a code-optimized variant of the Kimi K2 family, built on a Mixture-of-Experts architecture with 1T total parameters and 32B active per token.

Improved coding and agent performance

K2.7 Code delivers meaningful gains over K2.6 on coding and agentic benchmarks:

• +21.8% on Kimi Code Bench v2
• +11.0% on Program Bench
• +31.5% on MLS Bench Lite

Reasoning efficiency

K2.7 Code uses 30% fewer reasoning tokens compared to K2.6, reducing overthinking and lowering inference cost for reasoning-heavy workloads.

Key capabilities

• 262.1k token context window for retaining full conversation history, tool definitions, and codebases across long-running agent sessions
• Long-horizon coding with improved instruction following and higher end-to-end coding task success rates
• Vision inputs for processing images alongside text
• Thinking mode with configurable reasoning depth via chat_template_kwargs.thinking
• Multi-turn tool calling for building agents that invoke tools across multiple conversation turns
• Structured outputs with JSON schema support

Differences from Kimi K2.6

If you are migrating from Kimi K2.6, note the following:

• K2.7 Code is optimized for coding tasks with improved benchmark performance and reasoning efficiency
• Cached input token pricing is $0.19 per M tokens (vs $0.16 for K2.6)
• API usage is identical — no parameter changes required

Get started

Use Kimi K2.7 Code through the Workers AI binding (env.AI.run()), the REST API at /ai/run, or the OpenAI-compatible endpoint at /v1/chat/completions. You can also use AI Gateway with any of these endpoints.

For more information, refer to the Kimi K2.7 Code model page and pricing.