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Magistral Medium 1

MistralOpen WeightApache 2.0 · Commercial OK

Description

Trained solely with reinforcement learning on top of Mistral Medium 3, Magistral Medium is a reasoning model that achieves strong performance on complex math and code tasks without relying on distillation from existing reasoning models. The training uses an RLVR framework with modifications to GRPO, enabling improved reasoning ability and multilingual consistency.

Release Date
2025-06-10
Parameters
24.0B
Context Length
Modalities

Capability Radar

34
general
30
coding
58
reasoning
43
scienceest.
0
agents
10
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking301
25.0
AA
General Ranking317
35.0
AA
Math Reasoning154
58.0
AA
Science223
46.0
AA

Benchmark Scores (LLM Stats)

Biology

GPQA70.8%SR

Code

LiveCodeBench50.3%SR
Aider-Polyglot47.1%SR

Math

AIME 202473.6%SR
AIME 202564.9%SR
Humanity's Last Exam9.0%SR

AA Evaluation Indices

Math Index
40.3
Intelligence Index
18.8
Coding Index
16.0
Math 500
0.9
Mmlu Pro
0.8
Aime
0.7
Gpqa
0.7
Livecodebench
0.5
Aime 25
0.4
Scicode
0.3
Ifbench
0.3
Tau2
0.2
Hle
0.1
Terminalbench Hard
0.1
Lcr
0.0

LLM Stats Category Scores

Biology
70
Chemistry
70
Physics
70
General
60
Code
50
Math
50
Reasoning
50
Vision
10

Pricing

Input PriceFree
Output PriceFree
Blended Price (3:1)Free

Speed

Tokens/sec0.0 tokens/s
Time to First Token0.00s
Time to Answer0.00s

Available Providers

(LS internal units)

No provider data available

External Sources