Kimi K2.7 Code

moonshotai/kimi-k2.7-code

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

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Context window: 262K
Input: Image · Text · Video
Output: Text
Released: 2026-06-12

Max output: 262K
Knowledge cutoff: 2025-01
Model parameters: 1T
Weights: Open
License: modified-mit
Capabilities: Attachments, Open weight, Reasoning, Structured, Tool call

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Performance

Overall capability

47.7/100

Coding: 44.1
Reasoning: 48.1
Professional work: 45.7
Knowledge & language: 50.1


Vibe Code Bench v1.1	Coding	Vals AI	2026-11-05
APEX-Agents 1.1	Professional work	Mercor	2026-11-05
AA-LCRKimi K2.7 Code	Knowledge & language	Artificial Analysis	2026-11-05
ProgramBench	Coding	Vals AI	2026-11-05
AutomationBench-AAKimi K2.7 Code	Professional work	Artificial Analysis	2026-11-05
AA-Briefcase	Professional work	Artificial Analysis	2026-11-05
Terminal-Bench 4.0 (AA rerun)Kimi K2.7 Code	Coding	Artificial Analysis	2026-11-05
Humanity’s Last ExamKimi K2.7 Code	Reasoning	Artificial Analysis	2026-11-05

Providers

							Cache write
OpenRouter	moonshotai/kimi-k2.7-code	Openai chat	global				-

ModelRegistry · Catalog updated 2026-11-05