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 | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 301 | 25.0 | AA |
| General Ranking | 317 | 35.0 | AA |
| Math Reasoning | 154 | 58.0 | AA |
| Science | 223 | 46.0 | AA |
Benchmark Scores (LLM Stats)
Biology
GPQA
70.8%SR
Code
LiveCodeBench
50.3%SR
Aider-Polyglot
47.1%SR
Math
AIME 2024
73.6%SR
AIME 2025
64.9%SR
Humanity's Last Exam
9.0%SR
AA Evaluation Indices
Math Index40.3
Intelligence Index18.8
Coding Index16.0
Math 5000.9
Mmlu Pro0.8
Aime0.7
Gpqa0.7
Livecodebench0.5
Aime 250.4
Scicode0.3
Ifbench0.3
Tau20.2
Hle0.1
Terminalbench Hard0.1
Lcr0.0
LLM Stats Category Scores
Biology70
Chemistry70
Physics70
General60
Code50
Math50
Reasoning50
Vision10
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