Magistral Medium
Magistral Medium is Mistral's advanced reasoning model, capable of tackling complex multi-step problems that require deep analytical thinking, mathematical reasoning, and strategic planning. It builds on Magistral Small's chain-of-thought approach with significantly more reasoning depth and accuracy on challenging problems.
Magistral Medium competes with top-tier reasoning models from other providers, offering transparent thinking traces that allow users to follow and verify its problem-solving process. It excels at competition-level math, scientific reasoning, and complex business analysis where correctness matters more than speed.
Key Features
Extended reasoning with deep multi-step problem-solving capabilities
Transparent thinking traces for auditing and verification
128K token context for complex, information-dense analytical tasks
Strong performance on competition-level mathematics and formal logic
Adjustable reasoning depth — balance thinking time vs. response speed
Reliable structured output for integrating reasoning into automated workflows
Ideal Use Cases
Complex mathematical reasoning and quantitative analysis
Scientific research requiring hypothesis testing and multi-step deduction
Strategic business planning with constraint satisfaction and trade-off analysis
Legal and compliance analysis requiring careful logical reasoning
Technical Specifications
| Context Window | 128K tokens |
| Modality | Text → Text |
| Provider | Mistral |
| Category | Reasoning |
| Thinking Mode | Extended chain-of-thought |
| Max Output | 16K tokens |
| Best For | Complex analytical and mathematical tasks |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "mistral/magistral-medium", 6 "messages": [ 7 { "role": "user", "content": "Hello, Magistral Medium!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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