Magistral Medium 1.2

by Mistral

Magistral Medium 1.2 is Mistral's September 2025 update to its frontier-class reasoning model, combining advanced step-by-step reasoning with vision. The 1.2 release adds image understanding and reports notable gains on math and coding benchmarks over the original June 2025 Magistral. The model is built for transparent, interpretable reasoning across multiple steps and professional domains such as legal research, financial analysis, and software development. Its multi-step chains of thought are designed to be traceable, which suits high-stakes decision-making and complex problem solving. With a 128k token context window and multilingual reasoning across languages including English, French, Spanish, German, Italian, Arabic, Russian, and Simplified Chinese, Magistral Medium 1.2 pairs visual analysis with structured logical thinking.

Key info

Input
Output
Features
Context window
128K
Max output
8K
Input price
$2.00 /1M
Output price
$5.00 /1M
  • EU residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

Magistral Medium 1.2 runs on 1 route through the Opper gateway. Compare residency, ZDR, and training posture at a glance β€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
MistralEUEnterpriseNo$2.00$5.00

Training posture across routes: No training on prompts by default.

Data handling per route

Each route hosting Magistral Medium 1.2 has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Mistral β€” FranceπŸ‡«πŸ‡·

Zero data retention is available via Opper Enterprise contract. No training on customer data. EU; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring (30-day retention)
Third-party access
Provider may share with subprocessors / partners
GDPR DPA
DPA available
Transfer mechanism
Not applicable β€” data stays in EU

Benchmarks

Independent benchmark scores β€” composite indices for reasoning, coding, and math, plus individual eval scores where available.

Global rank#190 of 531 LLMs
TierEfficient
Output speed40 tok/s
First token0.61s
Intelligence Index20.1
Coding Index21.7
Math Index82.0
Reasoning & knowledge
MMLU-Pro
82%
GPQA Diamond
74%
Humanity's Last Exam
10%
Long-context reasoning
51%
Coding
LiveCodeBench
75%
SciCode
39%
Agentic & tool use
Terminal-Bench Hard
13%
τ²-Bench Telecom
52%
Math & instruction following
AIME 2025
82%
IFBench
43%

Get started

Call Magistral Medium 1.2 through the Opper gateway with one API key. Let your coding agent set it up, or call it directly β€” Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into your coding agent β€” Claude Code, Cursor, Codex, and more β€” and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "mistral/magistral-medium-2509",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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Magistral Medium 1.2 by Mistral β€” pricing, benchmarks, EU hosting | Opper AI