Kimi K2 Thinking

Kimi K2 Thinking

Moonshot AI
MiniMax M2.5

MiniMax M2.5

MiniMax
+
+

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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

MiniMax M2.5 is a frontier AI model engineered for real-world productivity across coding, agentic workflows, search, and office tasks. Extensively trained with reinforcement learning in hundreds of thousands of real-world environments, it achieves state-of-the-art performance in benchmarks such as SWE-Bench Verified and BrowseComp. The model demonstrates strong architectural thinking, decomposing complex problems before generating code across more than ten programming languages. M2.5 operates at high throughput speeds of up to 100 tokens per second, enabling faster completion of multi-step tasks. It is optimized for efficient reasoning, reducing token usage and execution time compared to previous versions. With dramatically lower pricing than competing frontier models, it delivers powerful performance at minimal cost. Integrated into MiniMax Agent, M2.5 supports professional-grade office workflows, financial modeling, and autonomous task execution.

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

AI developers, software engineering teams, enterprises, and agent-platform builders seeking a high-performance, cost-efficient foundation model for coding, automation, and professional productivity workflows

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

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

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

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

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

MiniMax
Founded: 2021
Singapore
www.minimax.io

Alternatives

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Claude Opus 4.6

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Kimi K2

Kimi K2

Moonshot AI
MiniMax M2.7

MiniMax M2.7

MiniMax
Kimi K2.5

Kimi K2.5

Moonshot AI
MiniMax M2

MiniMax M2

MiniMax

Categories

Categories

Integrations

OpenClaw
Shiori
APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Clawd.run
Cline
Fireworks AI
GPT-5
GPT-5.2
GPT-5.2 Pro
GPT-5.2 Thinking
GPT-5.3 Instant
GPT-5.4 Pro
GPT-5.4 mini
Hugging Face
Kilo Code
Nebius Token Factory
Roo Code
Zo Computer

Integrations

OpenClaw
Shiori
APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Clawd.run
Cline
Fireworks AI
GPT-5
GPT-5.2
GPT-5.2 Pro
GPT-5.2 Thinking
GPT-5.3 Instant
GPT-5.4 Pro
GPT-5.4 mini
Hugging Face
Kilo Code
Nebius Token Factory
Roo Code
Zo Computer
Claim Kimi K2 Thinking and update features and information
Claim Kimi K2 Thinking and update features and information
Claim MiniMax M2.5 and update features and information
Claim MiniMax M2.5 and update features and information