Long-horizon reasoning
Interleaved reasoning with function calls for complex research, coding, and agent workflows.
Historical tool archive
Kimi K2 Thinking is no longer supported on the official Kimi API. Moonshot retired the K2 series on May 25, 2026, but its open weights remain available.
No longer active

Archive
Kimi K2 Thinking was Moonshot AI's long-reasoning and tool-use version of Kimi K2. The 1-trillion-parameter mixture-of-experts model activated 32 billion parameters per token, supported a 256K context window, and was trained for long sequences of reasoning and tool calls.
Moonshot has discontinued the hosted K2 series and recommends Kimi K3 for current API work. Developers can still download K2 Thinking under the Modified MIT License, but self-hosting a model of this size requires substantial infrastructure and ongoing engineering.
Past capabilities
Interleaved reasoning with function calls for complex research, coding, and agent workflows.
Used 1 trillion total parameters while activating 32 billion parameters for each token.
Accepted large prompts, codebases, histories, and tool traces within a 256K-token context window.
Used quantization-aware training to reduce inference memory and latency while preserving benchmark performance.
Availability
The official Kimi K2 Thinking API is no longer sold. The model weights can be downloaded under the Modified MIT License, but self-hosting and third-party inference create separate infrastructure or usage costs.
Status checked . Review the historical source ↗
Current options
Consulting
Choose Kimi K3 for Moonshot's current supported flagship and official migration path.
Explore Kimi K3 →Business Operations
Choose DeepSeek for another model ecosystem focused on reasoning, coding, and open model access.
Explore DeepSeek →Consumer
Choose Qwen3-Max-Thinking for a newer hosted reasoning model in Alibaba's Qwen ecosystem.
Explore Qwen3-Max-Thinking →Questions
The official Kimi API discontinued Kimi K2 Thinking on May 25, 2026. Its weights remain available from Moonshot AI on Hugging Face.
Moonshot's model list directs K2 users to Kimi K3 for continued support and stronger current reasoning capabilities.
Yes, the weights remain downloadable under the Modified MIT License. Deployment requires compatible serving software and substantial compute, storage, and operational capacity.

Parallel Search - Web search tool built from the ground up for AI agents

Holo 2 - Lightweight AI models that power cost-efficient computer-use agents

Agent HQ - A single, unified workflow for developers to be able to orchestrate any agent, any time, anywhere

Agent 365 - Microsoft's platform for managing, securing, and governing AI agents, with capabilities like agent registry, performance analytics, and more.

Get access to all our AI courses, hundreds of real-world AI use cases, live expert-led workshops, an exclusive network of AI early adopters, and more.
Get unlimited access to all of our current & upcoming industry-specific AI courses for the duration of your subscription.
To keep up with the rapid pace of AI, our team publishes AI implementation guides daily. Our library contains 300+ practical use cases to automate real-world work.
Join weekly, live, interactive sessions with industry leaders who are at the forefront of AI for hands-on implementation guidance and exclusive insights.
Network with an exclusive community of AI-first professionals who are working smarter with AI. Learn how early adopters are using AI in their work and businesses.