• Research

We advance the open frontier.

Mistral is the pioneer of open artificial intelligence research, making seminal contributions across reasoning, multimodality, code, voice, and physical systems.

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General purpose

Models built for reasoning, language, multimodal understanding, and coding.

Specialist

Models built to excel at specific tasks and domains, including document intelligence, audio, robotics, and physical AI.

Publications.

Discover how our models and methods advance reasoning, perception and action.

Filter by topic

21 results

Mistral Large 4

Best open weight model for coding agents and cyber defense.

Foundation models

Timestral

State-of-the-art probabilistic, multivariate forecasts.

Foundation models

Shieldstral

Policy-adaptive multimodal safety classification.

Safety

Robostral Navigate

Vision-only navigation across robot platforms.

Robotics

Phoenix-VL 1.5 Medium

Localized multimodal models without capability loss.

Applied AI

Voxtral TTS

Expressive multilingual speech generation and adaptation.

Audio

Voxtral Realtime

Sub-second streaming speech recognition.

Audio

Ministral 3

Cascade-distilled models for constrained compute.

Foundation models

Going with the Speed of Sound

Neural surrogates for transonic aerodynamics.

Physical AI

Fluid Intelligence

Compute scaling laws for CFD.

Physical AI

AB-UPT for Automotive and Aerospace

Fast neural surrogate aerodynamics.

Physical AI

GyroSwin

5D neural surrogates for plasma turbulence.

Physical AI

Devstral

Small models designed for coding agents.

Coding

Voxtral

Audio understanding with strong text capabilities.

Audio

Magistral

Pure reinforcement learning for reasoning.

Reasoning

AB-UPT

Scalable neural automotive CFD surrogates.

Physical AI

NeuralDEM

Real-time neural industrial particulate flow simulation.

Physical AI

Pixtral 12B

Natural-resolution image and document understanding.

Vision

Universal Physics Transformers

Unified neural operators for physics.

Physical AI

Mixtral of Experts

Frontier performance through sparse MoE.

Foundation models

Mistral 7B

Reset expectations for small, efficient language models.

Foundation models

Research areas.

Reasoning and multimodality

Reason across language, media, and code.

Document intelligence.

Models that excel at parsing complex documents.

Audio.

Multilingual speech understanding, generation, and adaptation.

Safety and guardrailing.

Models that evaluate text and images against policies written in natural language.

Simulation.

Complex environment simulation, from automotive airflow and plasma turbulence to industrial particle flows.

Robotics.

Navigation models that follow language instructions and work across robot types using a single RGB camera.

Inside the work.

Go deeper on the techniques, systems, and engineering behind our models—from training and evaluation to inference and efficiency.

Build on our open-weight models.

Download, adapt, and deploy our models.

Discover Mistral on Hugging Face

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Discover Mistral on Github

Join us.

We’re seeking researchers and engineers to advance the models, systems, and techniques behind Mistral.

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