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What is MAI-Thinking-1?

MAI-Thinking-1 is an advanced reasoning model developed by Microsoft AI, specifically designed to address complex and significant issues, showcasing exceptional reasoning skills and strong software engineering capabilities within its class. With a configuration of 35 billion active parameters and approximately 1 trillion total parameters structured as a sparse Mixture of Experts, this model offers a more efficient inference footprint compared to larger counterparts while delivering performance that rivals top models on crucial software engineering evaluations. Microsoft crafted MAI-Thinking-1 from the ground up, employing high-quality, enterprise-grade, commercially licensed data to ensure its capabilities are acquired rather than sourced from external models. As a key component of Microsoft's innovative Hill-Climbing Machine, the model enjoys a collaborative development approach aimed at continuous and reliable improvements throughout all phases of its creation. MAI-Thinking-1 excels in agentic coding environments, possessing the ability to read and modify code, run tests, identify errors, and recover from mistakes during the process. Its capacity to adapt and learn in real-time enhances its value for developers who prioritize efficiency and reliability in their work. Ultimately, this model redefines the expectations for software engineering tools, blending advanced AI with practical coding applications to drive innovation in the field.

What is Kimi K2 Thinking?

Kimi K2 Thinking is an advanced open-source reasoning model developed by Moonshot AI, specifically designed for complex, multi-step workflows where it adeptly merges chain-of-thought reasoning with the use of tools across various sequential tasks. It utilizes a state-of-the-art mixture-of-experts architecture, encompassing an impressive total of 1 trillion parameters, though only approximately 32 billion parameters are engaged during each inference, which boosts efficiency while retaining substantial capability. The model supports a context window of up to 256,000 tokens, enabling it to handle extraordinarily lengthy inputs and reasoning sequences without losing coherence. Furthermore, it incorporates native INT4 quantization, which dramatically reduces inference latency and memory usage while maintaining high performance. Tailored for agentic workflows, Kimi K2 Thinking can autonomously trigger external tools, managing sequential logic steps that typically involve around 200-300 tool calls in a single chain while ensuring consistent reasoning throughout the entire process. Its strong architecture positions it as an optimal solution for intricate reasoning challenges that demand both depth and efficiency, making it a valuable asset in various applications. Overall, Kimi K2 Thinking stands out for its ability to integrate complex reasoning and tool use seamlessly.

Media

Media

Integrations Supported

GPT-5
GPT-5.1
GPT-5.1 Pro
GPT-5.1 Thinking
GPT-5.2
GPT-5.4
GPT-5.4 Pro
GPT-5.4 mini
GPT-5.4 nano
GPT-5.5 Pro
GPT-5.6
GPT‑5.4 Thinking
GitHub Copilot
Hugging Face
Microsoft Azure
Microsoft Foundry
Nebius Token Factory
Shiori
Visual Studio Code
Zo Computer

Integrations Supported

GPT-5
GPT-5.1
GPT-5.1 Pro
GPT-5.1 Thinking
GPT-5.2
GPT-5.4
GPT-5.4 Pro
GPT-5.4 mini
GPT-5.4 nano
GPT-5.5 Pro
GPT-5.6
GPT‑5.4 Thinking
GitHub Copilot
Hugging Face
Microsoft Azure
Microsoft Foundry
Nebius Token Factory
Shiori
Visual Studio Code
Zo Computer

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft AI

Date Founded

2024

Company Location

United States

Company Website

microsoft.ai/news/introducing-mai-thinking-1/

Company Facts

Organization Name

Moonshot AI

Date Founded

2023

Company Location

United States

Company Website

moonshotai.github.io/Kimi-K2/thinking.html

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