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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
128K
Modalities
text

Capability Radar

31
general
48
coding
58
reasoning
43
scienceest.
55
agents
0
multimodal

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

Rankings

Domain#RankScoreSource
Code Ranking337
24.0
AA
General Ranking335
33.0
AA
Math Reasoning154
58.0
AA
Science245
45.0
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
12.5
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

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

Pricing

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

Speed

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

Provider Price Ranking

Provider Price Ranking

3 providers

Cheapest: MistralMost Expensive: Merge Gateway
ProviderInputOutput
1MistralCheapest
$2
$5
2Vercel AI Gateway
$2
$5
3Merge Gateway
$2
$5

Compare pricing across different API providers for this model.

External Sources