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Kimi K2.7 Code

Moonshot AIKimiOpen WeightModified MIT License

Description

Kimi K2.7 Code is Moonshot AI's coding-focused agentic model built on Kimi K2.6. It improves real-world long-horizon coding task completion, instruction following, and token efficiency while reducing thinking-token usage by approximately 30% versus Kimi K2.6. The model uses a native multimodal Mixture-of-Experts architecture with 1T total parameters, 32B activated parameters, a 256K-token context window, image and video input support, and forced thinking with preserve_thinking enabled for multi-turn coding agent workflows.

Release Date
2026-06-12
Parameters
1.0T
Context Length
262K
Modalities
image, text, video

Capability Radar

80
general
80
coding
80
reasoning
68
scienceest.
80
agents
70
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability47
60.0
LS

Benchmark Scores (LLM Stats)

Agents

MCP-Mark81.1%SR
MCP Atlas76.0%SR
Kimi Code Bench v262.0%SR
Program Bench53.6%SR
Kimi Claw 24/7 Bench46.9%SR
MLS-Bench Lite35.1%SR

AA Evaluation Indices

No AA evaluation data available

LLM Stats Category Scores

Reasoning
80
Tool Calling
80
Agents
80
Code
80

Pricing

Input Price$0 / 1M tokens
Output Price$0 / 1M tokens
Blended Price (3:1)$0 / 1M tokens
Cache Read Price$0.19 / 1M tokens

Speed

No speed data available

Provider Price Ranking

Provider Price Ranking

7 providers

Cheapest: Moonshot AIMost Expensive: Cloudflare Workers AI
ProviderInputOutput
1Moonshot AIPRIMARY
$0
$0
2Novita
$0
$0
3OpenRouter
$0.95
$4
4OpenCode Go
$0.95
$4
5ZenMux
$0.95
$4
6Vercel AI Gateway
$0.95
$4
7Cloudflare Workers AI
$0.95
$4

Compare pricing across different API providers for this model.

External Sources