MiniMax-M2.1

MiniMax-M2.1

MiniMax
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About

Gemini 3.8 Flash is Google’s most intelligent Flash workhorse model, delivering significant improvements over 3.7 Flash across software engineering, agentic tasks, and critical multi-step reasoning in specialized domains. Built for long-horizon coding and autonomous agents, it can solve complex engineering problems end to end and delivers the dependability required for critical enterprise autonomy across specialized knowledge domains. The model shows stronger performance in quantitative and professional fields that require advanced analysis and reporting, as well as multi-step reasoning across STEM, humanities, and professional subjects. Its gains stem from a core design choice: Gemini 3.8 Flash works harder on complex tasks, executing additional reasoning steps and calling tools iteratively to maximize performance. At higher effort levels, it may use more tokens to pursue stronger results, while developers can select lower effort levels.

About

MiniMax-M2.1 is an open-source, agentic large language model designed for advanced coding, tool use, and long-horizon planning. It was released to the community to make high-performance AI agents more transparent, controllable, and accessible. The model is optimized for robustness in software engineering, instruction following, and complex multi-step workflows. MiniMax-M2.1 supports multilingual development and performs strongly across real-world coding scenarios. It is suitable for building autonomous applications that require reasoning, planning, and execution. The model weights are fully open, enabling local deployment and customization. MiniMax-M2.1 represents a major step toward democratizing top-tier agent capabilities.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers, enterprises, and professional users wanting to build autonomous agents, solve complex coding tasks, and perform advanced multi-step reasoning across specialized domains

Audience

MiniMax-M2.1 is ideal for AI researchers, developers, and engineering teams building autonomous agents, coding assistants, and complex workflow automation systems

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 4.0 / 5
features 4.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Pros & Cons from Real Users

Pros

  • It holds onto the plan better than earlier Flash models, especially when a task involves multiple files, tools, and several rounds of reasoning. The 1M-token context window is also genuinely useful. I can throw much more of a repo, documentation set, or project history at it without constantly trimming context. I also like that Google kept Flash pricing aggressive. Gemini 3.8 Flash launched at the same introductory price as 3.7 Flash: $0.75 per million input tokens and $3.75 per million output tokens, while still delivering a noticeable jump in coding and agentic capability.

Cons

  • The main downside is that it can use more tokens than 3.7 Flash, especially at higher thinking levels. Google even recommends dropping to lower effort or using 3.7 Flash when compute efficiency matters more than maximum accuracy.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Google
United States
google.com

Company Information

MiniMax
Founded: 2021
Singapore
www.minimax.io

Alternatives

Alternatives

Claude Opus 4.5

Claude Opus 4.5

Anthropic
Claude Opus 4.6

Claude Opus 4.6

Anthropic
MiniMax M3

MiniMax M3

MiniMax
MiniMax M2.5

MiniMax M2.5

MiniMax

Categories

AI Coding Models Supported
AI Models Supported
AI Vision Models Supported
Foundation Models Supported
Multimodal Models Supported

Categories

AI Coding Models Supported
AI Models Supported

Integrations

OpenClaw Supported
.NET Supported
Claude Code Not Supported
Devin Desktop Supported
Factory Not Supported
Factory Droid Supported
Gemini 3.5 Flash Supported
Gemini 3.8 Live Supported
Gemini Enterprise Supported
Gemini Enterprise Agent Platform Supported
Gemini Enterprise Agent Platform Notebooks Supported
Google AI Mode Supported
Google AI Plus Supported
Google AI Ultra Supported
JavaScript Supported
Kotlin Supported
Replit Supported
Solidity Supported
TypeScript Supported
XML Supported

Integrations

OpenClaw Supported
.NET Not Supported
Claude Code Supported
Devin Desktop Not Supported
Factory Supported
Factory Droid Not Supported
Gemini 3.5 Flash Not Supported
Gemini 3.8 Live Not Supported
Gemini Enterprise Not Supported
Gemini Enterprise Agent Platform Not Supported
Gemini Enterprise Agent Platform Notebooks Not Supported
Google AI Mode Not Supported
Google AI Plus Not Supported
Google AI Ultra Not Supported
JavaScript Not Supported
Kotlin Not Supported
Replit Not Supported
Solidity Not Supported
TypeScript Not Supported
XML Not Supported
Claim Gemini 3.8 Flash and update features and information
Claim Gemini 3.8 Flash and update features and information
Claim MiniMax-M2.1 and update features and information
Claim MiniMax-M2.1 and update features and information