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What is MiniMax M3?

MiniMax M3 is an open-weight multimodal foundation model from MiniMax that brings together coding capability, agentic reasoning, native multimodality, and long-context processing in one model. It is designed for demanding AI workflows where a system needs to understand large amounts of information, reason through multi-step tasks, use tools, and work with different input types. MiniMax M3 supports a context window of up to 1 million tokens, making it useful for large code repositories, long documents, multi-file analysis, research workflows, enterprise automation, and persistent agent memory. The model uses MiniMax Sparse Attention, an architecture built to improve efficiency at very long context lengths by reducing the cost of attention. MiniMax M3 is natively multimodal and can work with text, images, and video inputs, allowing it to support richer workflows than text-only language models. It is positioned for coding, software engineering, tool invocation, browser-style retrieval, computer-use-style tasks, and autonomous task decomposition. The model’s architecture includes a large total parameter count with a smaller number of activated parameters, supporting more efficient inference through a mixture-of-experts design. Developers can use MiniMax M3 to build coding assistants, AI agents, document intelligence systems, multimodal analysis tools, and automated enterprise workflows. Its long-context design helps reduce the need to compress or split large inputs, allowing teams to keep more project context available during reasoning. The model is available through open-weight releases and hosted API providers, giving developers multiple ways to test, deploy, or integrate it into applications. MiniMax M3 helps organizations build advanced AI systems that combine long memory, multimodal understanding, coding strength, and agentic execution.

What is Command A Reasoning?

Cohere’s Command A Reasoning is the company’s advanced language model, crafted for tackling complex reasoning tasks while seamlessly integrating into AI agent frameworks. This model showcases remarkable reasoning skills and maintains high efficiency and controllability, allowing it to scale efficiently across various GPU setups and handle context windows of up to 256,000 tokens, which is extremely useful for processing large documents and intricate tasks. By leveraging a token budget, businesses can fine-tune the accuracy and speed of output, enabling a single model to proficiently meet both detailed and high-volume application requirements. It serves as the core component of Cohere’s North platform, delivering exceptional benchmark results and illustrating its capabilities in multilingual contexts across 23 different languages. With a focus on safety in corporate environments, the model balances functionality with robust safeguards against harmful content. Moreover, an easy-to-use deployment option enables the model to function securely on a single H100 or A100 GPU, facilitating private and scalable implementations. This versatile blend of features ultimately establishes Command A Reasoning as an invaluable resource for organizations looking to elevate their AI-driven strategies, thereby enhancing operational efficiency and effectiveness.

Media

Media

Integrations Supported

Alibaba AI Coding Plan
Claude Code
Cline
ClinePass
Factory Droid
Fireworks AI
Hermes Agent
Kilo Code
MaxHermes
MiniMax Code
MiniMax Mavis
OpenClaw
OpenCode Go
OpenCode Zen
Pi Agent
Roo Code
Together AI
Vision Agents

Integrations Supported

Cohere
Hugging Face

API Availability

Has API

API Availability

Pricing Information

$0.30 per million input tokens
$0.30 per million input tokens and $1.20 per million output tokens
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
On-Site Training

Company Facts

Organization Name

MiniMax

Date Founded

2021

Company Location

Singapore

Company Website

www.minimax.io

Company Facts

Organization Name

Cohere AI

Date Founded

2019

Company Location

Canada

Company Website

cohere.com/blog/command-a-reasoning

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Multimodal Models

Not specified

Open-Weight AI Models

Not specified

Categories and Features

AI Models

Not specified

AI Reasoning Models

Not specified

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