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Mistral Small 4 overview and key facts (October 2026)

Mistral AI's open hybrid model that unifies instruct, reasoning and coding, with image input and a 256,000-token context.

AI modelLocal & Open-Weight LLMsGeneral purposeCoding modelsReasoning models
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What is Mistral Small 4?

Mistral Small 4 is an open-weight mixture-of-experts model from French developer Mistral AI that combines general chat, reasoning and coding in one model and runs under the Apache 2.0 license.

Small 4 has 119 billion parameters with about 6.5 billion active per token, 128 experts with 4 active and a 256,000-token context. It merges the former Instruct, Magistral reasoning and Devstral coding lines. Reasoning effort is set per request. The model accepts text and images and supports dozens of languages including English, French, German, Spanish, Italian and Dutch. Mistral publishes speculative-decoding and NVFP4 checkpoints for faster serving.

Mistral Small 4 AI features and use cases

  • Serves as an internal assistantOne model covers chat, document questions and reasoning. IT teams run a single model for several use cases.
  • Extracts data from documents and imagesVision input supports document parsing and extraction. Back-office teams automate form processing on their own servers.
  • Supports coding agentsCoding capabilities from the Devstral line help with codebase exploration. Development teams run a local coding assistant.

What sets Mistral Small 4 apart

  • One open model replaces separate instruct, reasoning and coding models.
  • European developer with Apache 2.0 license and German among supported languages.

Where Mistral Small 4 is strongest

France Available internationally

Mistral AI is registered in Paris.

Questions to ask before you buy Mistral Small 4

Self-hosting means your team runs, secures and updates the model, including GPU capacity, monitoring and patching. Check the license terms for commercial use and keep a record of which version you deploy. If outputs feed decisions about people, a human must stay in the loop.

Using Mistral Small 4 in the EU: GDPR and AI Act

  • Data locationNot published by the vendor.
  • Data processing agreementNot published by the vendor: ask for one (Art. 28 GDPR).
  • EU AI ActCheck whether the AI prepares decisions about people. If not, the high-risk rules usually do not apply. The high-risk obligations apply from December 2, 2027 (Digital Omnibus).
General information with sources, not legal advice.

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Questions about Mistral Small 4

Can I use Mistral Small 4 commercially?

Yes. It is released under Apache 2.0 for commercial and non-commercial use.

Does it reason?

Yes. Reasoning is switched on per request with reasoning_effort set to high, or off with none.

How large is the context?

256,000 tokens.

Mistral Small 4 update historyno updates yet

No changes recorded for Mistral Small 4 yet.

Changes the vendor made and confirmed user reports, each checked against the vendor's own pages. We review every tool monthly.

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