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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

29
general
53
coding
58
reasoning
50
science
56
agents
0
multimodal

Rankings

Domain#RankScoreSource
Code Ranking474
24.0
AA
General Ranking480
29.0
AA
Science367
41.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

General

Aider-Polyglot47.1%SR

Math

AIME 202473.6%SR
AIME 202564.9%SR

Reasoning

GPQANYU + Cohere + Anthropic (2023)70.8%SR
LiveCodeBench50.3%SR
Humanity's Last Exam9.0%SR

AA Evaluation Indices

(Artificial Analysis)
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
91.7
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
75.3
Aime(MAA (Mathematical Association of America))
70.0
Gpqa(NYU + Cohere + Anthropic (2023))
67.9
Livecodebench(UC Berkeley + MIT + Cornell (2024))
52.7
Aime 25(MAA (Mathematical Association of America))
40.3
Math Index(Artificial Analysis)
40.3
Ifbench(Google Research (2023))
25.1
Tau2(Sierra + U Toronto + Vector Institute (2025))
23.1
Hle(Center for AI Safety + Scale AI (2025))
9.8
Intelligence Index(Artificial Analysis)
9.1
Terminalbench Hard(Stanford × Laude Institute (2026))
9.1
Lcr(Artificial Analysis)
0.0

LLM Stats Category Scores

(LLM Stats (zeroeval))
Physics
70
Biology
70
Chemistry
70
Math
50
Reasoning
50
General
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

1 providers

ProviderInputOutput
1Pioneer
$2
$5

Compare pricing across different API providers for this model.

External Sources

LLM StatsArtificial Analysis