MiniMax M3
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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 MiniMax H3-Image?
MiniMax H3-Image is an advanced open-weight image generation model developed by MiniMax for creating and modifying high-quality digital imagery with artificial intelligence. The model is based on the company's H3 multimodal foundation and incorporates optimizations designed to improve image realism, instruction following, and generation speed. Its text-to-image capabilities allow users to describe desired scenes, objects, artistic styles, and compositions using natural language prompts. Reference-based generation enables the system to incorporate information from up to 16 supplied images when producing new visual content. Users can also edit existing images by providing instructions that modify visual elements, subjects, colors, or compositions. H3-Image supports image generation at resolutions reaching 4096 × 4096 pixels, delivering approximately 16 megapixels of detail suitable for demanding creative applications. According to MiniMax, the model can generate full-resolution 4K images in under 10 seconds and offers both Standard and Highspeed processing modes. Its underlying technology incorporates improvements to training data, reinforcement learning, sampling-step reduction, and inference optimization to balance visual quality with computational efficiency. The model's weights are publicly available for developers and researchers interested in building customized image generation applications, with commercial and geographic usage subject to its license. Through availability on the MiniMax API Platform, MiniMax Code, and Hailuo AI, H3-Image supports applications such as digital illustration, advertising creative production, product visualization, concept design, and automated image editing.
Integrations Supported
MiniMax Agent
APIFree
BLACKBOX AI
Claude Code
Clawd.run
Cline
ClinePass
Factory Droid
Hermes Agent
Kilo Code
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
Pricing not provided
Supported Platforms
SaaS
Windows
Mac
On-Prem
Linux
Supported Platforms
SaaS
Customer Service / Support
Web-Based Support
Customer Service / Support
Web-Based Support
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
MiniMax
Date Founded
2022
Company Location
Singapore
Company Website
www.minimax.io/blog/minimax-h3
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 Image Models
Not specified
Open-Weight AI Models
Not specified