Kimi K2 Thinking

Kimi K2 Thinking

Moonshot AI
Kimi K2.7 Code

Kimi K2.7 Code

Moonshot AI
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About

Kimi K2 Thinking is an advanced open source reasoning model developed by Moonshot AI, designed specifically for long-horizon, multi-step workflows where the system interleaves chain-of-thought processes with tool invocation across hundreds of sequential tasks. The model uses a mixture-of-experts architecture with a total of 1 trillion parameters, yet only about 32 billion parameters are activated per inference pass, optimizing efficiency while maintaining vast capacity. It supports a context window of up to 256,000 tokens, enabling the handling of extremely long inputs and reasoning chains without losing coherence. Native INT4 quantization is built in, which reduces inference latency and memory usage without performance degradation. Kimi K2 Thinking is explicitly built for agentic workflows; it can autonomously call external tools, manage sequential logic steps (up to and typically between 200-300 tool calls in a single chain), and maintain consistent reasoning.

About

Kimi K2.7 Code is an open-source, coding-focused agentic AI model developed by Moonshot AI for long-horizon software engineering tasks. It is designed to improve coding performance, agent workflows, and real-world development assistance compared with earlier Kimi K2 versions. The model supports a 256K context window, making it useful for working with large codebases, long technical documents, and complex multi-step programming tasks. Kimi K2.7 Code is available through Kimi Code and API access, with OpenAI- and Anthropic-compatible options for easier integration into developer workflows. It is also listed on Hugging Face and supports deployment through inference engines such as vLLM, SGLang, and KTransformers. With improved agentic capabilities, long-context support, and reduced thinking-token usage compared with K2.6, Kimi K2.7 Code gives developers a flexible open-source option for AI-assisted coding.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and AI research teams seeking a solution for building autonomous agents, multi-step reasoning systems and tool-enabled workflows

Audience

Kimi K2.7 Code is best suited for software developers, engineering teams, AI coding tool builders, open-source model users, DevOps teams, and organizations that need long-context code generation, debugging, repository analysis, and agentic software engineering support

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Moonshot AI
Founded: 2023
United States
moonshotai.github.io/Kimi-K2/thinking.html

Company Information

Moonshot AI
Founded: 2023
China
www.kimi.com

Alternatives

Claude Opus 4.5

Claude Opus 4.5

Anthropic

Alternatives

Claude Fable 5

Claude Fable 5

Anthropic
Claude Opus 4.6

Claude Opus 4.6

Anthropic
Claude Mythos 5

Claude Mythos 5

Anthropic
Claude Opus 4.6

Claude Opus 4.6

Anthropic
Kimi K2

Kimi K2

Moonshot AI
Kimi K2.5

Kimi K2.5

Moonshot AI
Kimi K2.7 Code

Kimi K2.7 Code

Moonshot AI
Kimi K2 Thinking

Kimi K2 Thinking

Moonshot AI

Categories

Categories

Integrations

Nebius Token Factory
OpenClaw
Shiori
AiAssistWorks
CoreWeave
EaseMate AI
GPT-5.2
GPT-5.3 Instant
GPT-5.4
GPT-5.4 mini
GPT-5.5
GPT-5.5 Pro
GPT-5.6
HTML
Kimi Claw
Kimi Code
Kimi Work
Okara
Vercel AI Gateway
Visual Studio Code

Integrations

Nebius Token Factory
OpenClaw
Shiori
AiAssistWorks
CoreWeave
EaseMate AI
GPT-5.2
GPT-5.3 Instant
GPT-5.4
GPT-5.4 mini
GPT-5.5
GPT-5.5 Pro
GPT-5.6
HTML
Kimi Claw
Kimi Code
Kimi Work
Okara
Vercel AI Gateway
Visual Studio Code
Claim Kimi K2 Thinking and update features and information
Claim Kimi K2 Thinking and update features and information
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Claim Kimi K2.7 Code and update features and information