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What is MiniMax M2?

MiniMax M2 represents a revolutionary open-source foundational model specifically designed for agent-driven applications and coding endeavors, striking a remarkable balance between efficiency, speed, and cost-effectiveness. It excels within comprehensive development ecosystems, skillfully handling programming assignments, utilizing various tools, and executing complex multi-step operations, all while seamlessly integrating with Python and delivering impressive inference speeds estimated at around 100 tokens per second, coupled with competitive API pricing at roughly 8% of comparable proprietary models. Additionally, the model features a "Lightning Mode" for rapid and efficient agent actions and a "Pro Mode" tailored for in-depth full-stack development, report generation, and management of web-based tools; its completely open-source weights facilitate local deployment through vLLM or SGLang. What sets MiniMax M2 apart is its readiness for production environments, enabling agents to independently carry out tasks such as data analysis, software development, tool integration, and executing complex multi-step logic in real-world organizational settings. Furthermore, with its cutting-edge capabilities, this model is positioned to transform how developers tackle intricate programming challenges and enhances productivity across various domains.

What is MiMo-V2.6-Flash?

MiMo-V2.6-Flash is an open-source, natively omnimodal AI model from Xiaomi MiMo built for users that need strong agentic and multimodal capabilities at a comparatively low operating cost. It is the efficiency-oriented model in the MiMo-V2.6 family, complementing the higher-capability MiMo-V2.6-Pro model. MiMo-V2.6-Flash supports software engineering, terminal-based workflows, tool use, automation, computer interaction, visual reasoning, and other multi-step agent tasks. Its multimodal abilities allow it to work with text, images, video, rendered environments, and other visual inputs when completing complex tasks. Xiaomi demonstrates the MiMo-V2.6 family generating frontend interfaces, presentation decks, 3D scenes, Blender assets, interactive worlds, and other visual outputs from natural-language or reference-based instructions. The models can also coordinate multiple agents, verify rendered results, and iteratively refine generated content based on visual feedback. In embodied simulation environments, MiMo-V2.6 can process multi-view camera feeds and continuously reason about actions such as object grasping, matching, and placement. MiMo-V2.6-Flash was trained with large-scale reinforcement learning across heterogeneous coding, general-agent, visual, and cybersecurity environments. Xiaomi reports that the Flash training run completed approximately 30 reinforcement learning steps across roughly 750,000 trajectories and significantly improved performance on held-out software engineering and automation evaluations. The company has released the MiMo-V2.6 series together with technical documentation, training environments, and reinforcement learning code so researchers can inspect and reproduce portions of the training approach. MiMo-V2.6-Flash is available through MiMo Desktop, AI Studio, MiMo Code, the Xiaomi MiMo API Platform, OpenRouter, and the project’s open-source distribution channels.

Media

Media

Integrations Supported

Cline
Kilo Code
Shiori
Claude Code
NVIDIA DRIVE
Okara
OpenAI
Python

Integrations Supported

Cline
Kilo Code
Shiori
BLACKBOX AI
Canopy Wave
ClinePass
Hermes Agent
Hugging Face
OpenClaw
OpenCode
OpenRouter
Roo Code
Vercel AI Gateway
Xiaomi MiMo
Xiaomi MiMo Desktop

API Availability

Has API

API Availability

Has API

Pricing Information

$0.30 per million input tokens
Free Version
Free Trial Offered?

Pricing Information

Free
$0.14 per 1 million tokens input
$0.28 per 1 million tokens output
Free Version

Supported Platforms

SaaS

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/news/minimax-m2

Company Facts

Organization Name

Xiaomi Technology

Date Founded

2010

Company Location

China

Company Website

mimo.xiaomi.com

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

AI Vision Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Multimodal Models

Not specified

Open-Weight AI Models

Not specified

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