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 | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 47 | 60.0 | LS |
Benchmark Scores (LLM Stats)
Agents
MCP-Mark
81.1%SR
MCP Atlas
76.0%SR
Kimi Code Bench v2
62.0%SR
Program Bench
53.6%SR
Kimi Claw 24/7 Bench
46.9%SR
MLS-Bench Lite
35.1%SR
AA Evaluation Indices
No AA evaluation data available
LLM Stats Category Scores
Reasoning80
Tool Calling80
Agents80
Code80
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.