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What is Patronus AI?

Patronus AI is a research lab focused on the data and simulations that frontier AI models learn from. Its main offering is a catalog of reinforcement learning environments covering software engineering, computer use, customer service, and finance, each built to reflect how real applications behave rather than idealized versions of them. Agents receive tasks inside these simulated applications and are scored with reward signals, giving AI labs a way to improve performance on long, multi-step workflows. The company is also developing Digital World Models, which predict the behavior of digital environments and allow training environments to be generated at scale instead of being built one at a time by hand. These environments and models support the post-training and evaluation of AI agents that operate in software.

What is MiniMax M2.7?

MiniMax M2.7 is a cutting-edge AI model engineered to deliver high-performance productivity across coding, search, and professional office workflows. It is trained using reinforcement learning across extensive real-world environments, allowing it to handle complex, multi-step tasks with accuracy and adaptability. The model excels at structured problem-solving, breaking down challenges into logical steps before generating solutions across a wide range of programming languages. It offers high-speed processing with rapid token generation, enabling faster execution of tasks and improved workflow efficiency. Its optimized reasoning reduces unnecessary token usage, improving both performance and cost efficiency compared to earlier models. M2.7 achieves state-of-the-art results in software engineering benchmarks, demonstrating strong capabilities in debugging, development, and incident resolution. It also significantly reduces intervention time during system issues, improving operational reliability. The model is equipped with advanced agentic capabilities, enabling it to collaborate with tools and execute complex workflows with high precision. It supports multi-agent environments and maintains strong adherence to complex task requirements. Additionally, it excels in professional knowledge tasks, including high-quality office document editing and multi-turn interactions. Its ability to handle structured business workflows makes it suitable for enterprise use cases. With its balance of speed, intelligence, and affordability, it stands out among frontier AI models. Overall, MiniMax M2.7 provides a scalable and efficient solution for modern AI-driven productivity and automation.

Media

Media

Integrations Supported

Integrations Supported

APIFree
Alibaba AI Coding Plan
BLACKBOX AI
Cheaper Inference
Claude Code
Clawd.run
Cline
Factory Droid
Fireworks AI
Hermes Agent
Kilo Code
MiniMax Agent
Ollama
OpenClaw
Pi Agent
Roo Code
Tabbit Browser
Together AI

API Availability

Has API

API Availability

Has API

Pricing Information

Custom pricing based on project scope. Contact Patronus AI to discuss.

Pricing Information

Free
Open source
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Patronus AI

Date Founded

2023

Company Location

United States

Company Website

www.patronus.ai/

Company Facts

Organization Name

MiniMax

Date Founded

2021

Company Location

Singapore

Company Website

www.minimax.io

Categories and Features

Artificial Intelligence

Machine Learning
Natural Language Processing

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

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