Explore Mistral: Magistral Medium 2506

Reason through complex tasks with Mistral's Magistral Medium 2506.

Input: text Output: text Context: 40,960 tokens Release: 2025-06-08

Discover Mistral's Magistral Medium 2506, a reasoning model released in June 2025. With a vast context window of 40,960 tokens, this text-to-text model excels in handling complex, multi-step challenges where precision and transparency are essential. Its capabilities make it suitable for tasks like legal research, financial forecasting, and creative storytelling. The model supports various parameters, including frequency penalty and reasoning, allowing for tailored responses. Whether you're developing software or conducting detailed analyses, Magistral Medium 2506 offers the depth and accuracy needed for intricate problem-solving.

Use Cases

Here are a few ways teams apply Mistral: Magistral Medium 2506 (thinking) in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Improve accuracy in legal research

Enhance financial forecasting precision

Develop complex software solutions

Create detailed storytelling narratives

Conduct multi-step analytical tasks

Key Features

A quick look at the capabilities that make this model useful in real projects.

Reasoning model for complex tasks

40,960 token context window

Text-to-text input and output

Supports frequency penalty, reasoning

Ideal for multi-step challenges

Released in June 2025

Specs

Overview

Vendor
mistralai

Model ID
mistralai/magistral-medium-2506:thinking

Release
2025-06-08

Modalities & context

Input
text

Output
text

Context
40,960 tokens

Parameters & defaults

Supported parameters: frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_p

Defaults: temperature 0.3, top_p 0.95

Benchmark tests: Mistral: Magistral Medium 2506 (thinking)

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

**How AI Might Positively Upend Work, Leisure, and Creativity** Artificial Intelligence (AI) is poised to revolutionize work, leisure, and creativity in transformative ways. In the workplace, AI can automate repetitive tasks, freeing humans to focus on innovation and strategic thinking. It can enhance productivity by analyzing vast datasets, optimizing workflows, and even assisting in decision-making. Remote collaboration tools powered by AI may make work more flexible and inclusive, breaking geographical barriers. For leisure, AI-driven personalization can curate entertainment, travel, and hobbies tailored to individual preferences. Virtual assistants and AI-generated content could provide immersive experiences, from personalized storytelling to adaptive gaming. Meanwhile, AI tools in creativity—such as generative art, music composition, and writing—can act as collaborators, inspiring new ideas and democratizing artistic expression. By augmenting human capabilities, AI has the potential to make work more meaningful, leisure more engaging, and creativity more accessible—ushering in a future where technology enhances rather than replaces human potential. (150 words)

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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