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

Benchmarks

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

Global rank#275 of 596 LLMs
TierEfficient
Output speed131 tok/s
First token0.64s
Intelligence Index18.0
Coding Index21.3
Math Index82.0
Reasoning & knowledge
MMLU-Pro
82%
GPQA Diamond
74%
Humanity's Last Exam
10%
Long-context reasoning
53%
Coding
LiveCodeBench
75%
SciCode
39%
Agentic & tool use
Terminal-Bench Hard
13%
τ²-Bench Telecom
52%
Math & instruction following
AIME 2025
82%
IFBench
43%

Available routes

No routes currently available — Magistral Medium 1.2 isn't routed through the Opper gateway right now. It may return.

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Magistral Medium 1.2 by Mistral — not currently on Opper | Opper AI