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Mistral AI

The OCR that reads 170 languages - and is self-hosted

Mistral AIBuilders

Mistral OCR 4 understands documents in 170 languages, wins 72% preference against competitors, costs $4 per 1000 pages - and can run on your own server.

In short
  • Mistral OCR 4: document understanding in 170 languages, with positions, classification and confidence scores (June 23).
  • 72% average preference against competitors; $4 per 1000 pages ($2 in Batch).
  • What matters for regulated industries: it runs self-hosted, in a single container.
Checked on30 June 2026Responsible editorTsvetelin IvanovHow we workMethod · Corrections

One container. Your own server. That's what makes Mistral OCR 4 different from most document models - it extracts text with positions (bounding boxes), block classification and confidence scores, but it can run self-hosted, with nothing going outside.

The numbers: 72% average preference against competitors (human evaluation); 85.20 on OlmOCRBench (best-in-class), 93.07 on OmniDocBench; 170 languages across 10 groups. Price: $4 per 1000 pages (Batch $2, Document AI $5). A customer (Anaqua): 'about 4x faster per page than our previous vendor'.

The quiet hero here is 'self-hosted'. OCR is the front door to RAG and agents, meaning to almost everything else. If your documents are sensitive - contracts, health, financial - the last thing you want is to send them outside.

A container of your own plus 170 languages means serious OCR-driven document AI now works for the Bulgarian context too, without the data leaving your network. For a regulated field - bank, hospital, law office - that removes the biggest obstacle to running it at all.

The visual is generated code art. No third-party images.
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Original: https://wearecoded.com/en/articles/mistral-ocr-4.html
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