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Kimi‑Dev

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Overview

Kimi-Dev is an open-weight coding model and repository issue-repair workflow from Moonshot AI.

Kimi-Dev is an open-weight coding model and repository issue-repair workflow from Moonshot AI.

The 72B model supports code generation and repair. The supplied workflow separates file localization from code editing and test writing; model weights alone do not run tools or manage a development project.

Developers provision suitable inference hardware or a hosting provider, prepare the repository and issue, run the workflow and review and test proposed patches.

Use Kimi-Dev for developer-managed coding experiments and issue repair where you can provision inference and review patches.

Product overview

Capabilities, pricing and fit

Kimi-Dev is an open-weight coding model and repository issue-repair workflow from Moonshot AI.

Information as of November 8, 2026

What it can do

  • What it does

    The 72B model supports code generation and repair. The supplied workflow separates file localization from code editing and test writing; model weights alone do not run tools or manage a development project.[1], [2]

  • Setup and human role

    Developers provision suitable inference hardware or a hosting provider, prepare the repository and issue, run the workflow and review and test proposed patches.[1], [2]

  • Connections

    The repository documents Transformers and vLLM deployment. Developers can connect a compatible inference endpoint to coding tools; third-party demonstrations are separate from official native integrations.[1], [2]

  • Video guide

    This June 2025 third-party demonstration uses Kimi-Dev-72B with LM Studio and Roo Code for coding and debugging. Its setup is an example, not a guaranteed result or official native connector.[3]

Where it fits best

  • Use Kimi-Dev for developer-managed coding experiments and issue repair where you can provision inference and review patches.[1], [2]

Pricing and availability

The model card provides MIT-licensed weights. Local hardware, hosted inference and engineering still cost money; the project does not promise a free hosted coding service.[1], [2]

Platforms: Developer-managed inference[1], [2]

Access: Developers provision suitable inference hardware or a hosting provider, prepare the repository and issue, run the workflow and review and test proposed patches.[1], [2]

Sources (3)
  1. github.com — product informationOfficial site · checked 2026-11-08
  2. huggingface.co — product informationOfficial site · checked 2026-11-08
  3. Product introduction or demonstrationOfficial site · checked 2026-11-08

Autonomy level

52/100

Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.

Reasoning: Kimi-Dev supports a developer-configured issue-repair workflow that localizes relevant files and generates edits and tests. People provide the repository and issue, provision inference and execution tools and review and test patches. Model weights alone do not plan or execute an unrestricted software project.

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Some of the use cases of Kimi‑Dev:

  • Use Kimi-Dev for developer-managed coding experiments and issue repair where you can provision inference and review patches.

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