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What is MiniMax M3.1 Flash?

The MiniMax M3.1 Flash is a sophisticated hosted language model tailored for developers engaged in creating coding assistants, AI agents, and a variety of software solutions. Accessible via the MiniMax API and MiniMax Code, it is capable of processing inputs in text, image, and video formats to produce relevant textual outputs. Its documented features include code generation, debugging, handling complex reasoning tasks, utilizing tools, analyzing codebases and documents, and optimizing computer workflows. The API is equipped with an extensive context window capable of accommodating up to 1 million tokens, provides flexible reasoning options, and supports request formats that are compatible with OpenAI and Anthropic standards. Usage is billed according to the number of tokens utilized for input, output, and cached input. MiniMax offers thorough documentation to facilitate API integration and ensure effective model use. The M3.1 Flash can be accessed through the hosted API, M Plan, and MiniMax Code, with future plans to release model weights, which will further broaden its utility in various applications. This development marks a remarkable advancement in the incorporation of AI technologies into the software development lifecycle, paving the way for enhanced innovation in the field. Additionally, the ongoing improvements to the platform promise to keep it at the forefront of AI-assisted development tools.

What is Isle?

Isle provides specialized managed environments designed specifically for desktop applications utilized by computer-use agents, featuring integral guardrails, application oversight, and artifact checkpoints. Instead of simply offering a generic machine for the agent, Isle encapsulates each application within a framework that includes essential monitoring, containment, and recovery protocols to facilitate efficient operation. These environments come pre-configured with all necessary software readily available, and regular health checks confirm that applications are functioning properly instead of just checking for online connectivity. Developers have the flexibility to implement any computer-use model or agent loop utilizing widely adopted functionalities such as screenshots, mouse interactions, keyboard inputs, file transfers, and execution commands. In addition to this, artifact checkpoints help preserve important progress prior to major actions, allowing for restoration if problems occur, while recovery controls grant agents the ability to restart applications and return to the latest stable version. This all-encompassing methodology not only boosts productivity but also reduces interruptions, making it a highly effective solution for overseeing desktop applications. Ultimately, Isle's innovative approach ensures that user experience is optimized and operational efficiency is maintained.

Media

Media

Integrations Supported

APIFree
BLACKBOX AI
Claude Code
Clawd.run
ClinePass
Fireworks AI
Hermes Agent
Kilo Code
MaxHermes
MiniMax Agent
Model Context Protocol (MCP)
Ollama
OpenCode Go
OpenCode Zen
Pi Agent
Tabbit Browser
Vision Agents

Integrations Supported

FreeCAD
KiCad EDA
Python

API Availability

Has API

API Availability

Has API

Pricing Information

$0.15/1M input tokens
Input: $0.15 per 1 million tokens; output: $0.60 per 1 million tokens; cached input: $0.015 per 1 million tokens. Standard pay-as-you-go billing in USD, based on token usage.

Pricing Information

$29 per month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

MiniMax

Date Founded

2022

Company Location

China

Company Website

www.minimax.io/blog/minimax-m31f

Company Facts

Organization Name

Isle

Date Founded

2026

Company Website

www.tryisle.com

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

Categories and Features

Agentic AI

Not specified

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