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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 Mercury 3?

Mercury 3 is a cutting-edge generative AI model from Inception, crafted specifically for developers focused on building interactive applications. Utilizing a diffusion-based approach, it creates text in parallel while supporting streaming responses, the use of various tools, structured outputs, and multimodal inputs, including text, images, and audio. By tapping into the Inception API, development teams can seamlessly implement the model across a range of applications, such as chatbots, voice-activated systems, search and browsing interfaces, educational tools, and other tasks that require responsive text generation. This robust model is accessible through the Inception API and its partnered inference providers, as well as being compatible with OpenAI's API, which facilitates smooth integration into pre-existing applications. Developers have the opportunity to evaluate the output quality and latency before integrating the model into their systems, thanks to the extensive documentation that accompanies the API and SDK ecosystem. The model operates on a token-based pricing structure, providing users with a free quota and additional paid options for both input and output tokens; enterprise-level solutions also include dedicated capacity and tailored support, making it adaptable for various projects. Additionally, Mercury 3 not only enhances development efficiency but also significantly improves user engagement and satisfaction, positioning developers to leverage sophisticated AI functionalities in their creations. In this way, it serves as a valuable resource for those aiming to stay at the forefront of technological innovation.

Media

Media

Integrations Supported

APIFree
Clawd.run
Cline
ClinePass
Factory Droid
MaxHermes
MiniMax Code
MiniMax Mavis
Ollama
OpenClaw
OpenCode Go
OpenCode Zen
OpenTag
Pi Agent
Roo Code
Tabbit Browser
Together AI

Integrations Supported

Amazon Bedrock
Microsoft Foundry
Vercel AI Gateway

API Availability

Has API

API Availability

Has API

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

$0.10/1M input tokens
Launch pricing is $0.10 per million input tokens and $0.35 per million output tokens, 50% below standard rates of $0.20 and $0.70. A free allocation of 100 million tokens is available. Usage is token-metered; enterprise deployments offer dedicated capacity and priority support.
Free Version

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

MiniMax

Date Founded

2021

Company Location

Singapore

Company Website

www.minimax.io

Company Facts

Organization Name

Inception

Date Founded

2024

Company Location

United States

Company Website

www.inceptionlabs.ai/models

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

Large Language Models

Not specified

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