Mistral AI

LLM-era OCR API returning Markdown and HTML tables

Overview

Mistral AI sells OCR as a model in its API and as a Document AI playground in Mistral AI Studio. Mistral OCR 3, released on 17 December 2025 under the model name mistral-ocr-2512, was positioned for handwriting including cursive, forms such as invoices and receipts, low-quality scans with skew and compression artefacts, and complex tables, which it reconstructs as HTML with merged cells preserved[10].

Output is Markdown with embedded text and images, a format designed for feeding large language models and retrieval systems rather than for producing editable office documents. Mistral reported a 74% overall win rate for OCR 3 over its predecessor in its own evaluation[10]. The same page notes that a newer OCR 4 model has since been released and that OCR 3 remains available for existing integrations[10].

At launch, OCR 3 cost US$2 per 1,000 pages, halved to US$1 through the Batch API, with annotated pages at US$3 per 1,000[10]. Self-hosting is offered to organisations with strict privacy requirements on request. The model suits AI and retrieval pipelines; it is less suitable for users who need a desktop application, and its rapid model turnover means integrations must track version retirements.

Mistral AI features

  • Handwriting, including cursive
  • Tables rebuilt as HTML with colspan/rowspan
  • Markdown output with embedded images
  • Batch API at half price
  • Document AI playground in Mistral AI Studio
  • Self-hosting on request

Mistral AI pricing

Mistral OCR 3 (launch pricing): US$2 per 1,000 pages; US$1 per 1,000 via Batch API; annotated pages US$3 per 1,000. Self-hosted deployments by contact.

Mistral AI strengths and limitations

Strengths

  • Output ready for LLM and retrieval use
  • Strong table reconstruction
  • Low batch price
  • Self-hosting option for sensitive data

Limitations

  • Fast model turnover and retirements
  • No desktop or editing application
  • Benchmarks are vendor-reported
  • Self-hosting only by arrangement

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