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paidDR 86API pricing: $2 per 1,000 pages. Batch API: $1 per 1,000 pages (50% discount). Self-hosting option available for data-privacy requirements. Testable via Document AI Playground in Mistral AI Studio — no code required.View full pricing →

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About Mistral OCR 3

Mistral's third-generation document intelligence model, released December 17, 2025. Mistral OCR 3 extracts text and embedded images from PDFs and scanned documents with 74% win rate over Mistral OCR 2, particularly on forms, handwriting, low-quality scans, and complex tables. Outputs markdown enriched with HTML-based table reconstruction (colspan/rowspan). Priced at $2 per 1,000 pages ($1 with Batch API). Powers the Document AI Playground in Mistral AI Studio — drag-and-drop PDF to clean text or structured JSON. Model ID: mistral-ocr-2512.

Key Features

✓74% overall win rate over Mistral OCR 2 across forms, scanned docs, tables, and handwriting

✓HTML-based table reconstruction with colspan/rowspan to preserve column hierarchies and merged cells

✓Handwriting recognition: cursive, mixed-content annotations, handwritten text over printed forms

✓Forms processing: invoices, receipts, compliance forms, government documents, dense layouts

✓Robust to compression artifacts, skew, low DPI, and background noise in scanned documents

✓Outputs markdown enriched with HTML table tags for downstream agent and knowledge system use

✓Document AI Playground: drag-and-drop PDF/image parsing into clean text or structured JSON

✓Model ID: mistral-ocr-2512 — backward compatible with Mistral OCR 2

✓$2 per 1,000 pages; $1 with Batch API (50% discount)

✓Self-hosting available for GDPR/classified data requirements

✓Outperforms enterprise document processing solutions and AI-native OCR products on Mistral's benchmarks

Mistral OCR 3 Pros & Cons

✅ Pros

+74% win rate over Mistral OCR 2 — meaningful accuracy jump, especially on handwriting and forms
+HTML table reconstruction preserves complex table structure (merged cells, multi-row blocks) that plain text OCR loses
+At $2/1k pages ($1 batch), undercuts most enterprise OCR APIs on price
+Document AI Playground enables non-developer use without API integration
+Self-hosting option covers data-privacy-sensitive deployments
+Backward compatible — existing mistral-ocr-2 integrations migrate without code changes

⚠️ Cons

−No open weights — API-only (or self-hosting on request), not freely downloadable
−Benchmark comparisons are Mistral-published; independent third-party evaluations not yet widely available
−Structured JSON output is UI-based (Document AI Playground); programmatic JSON extraction requires downstream parsing of markdown
−Pricing per page rather than per token makes cost estimation different from standard LLM APIs

Who Is Mistral OCR 3 Best For?

👤Enterprise teams processing large volumes of invoices, receipts, or compliance forms that require structured extraction

👤Organizations digitizing handwritten archives, historical records, or annotated documents

👤Developers building document-understanding pipelines that need clean markdown with preserved table structure

👤Teams with HIPAA/GDPR requirements needing on-prem document parsing without sending data to third-party OCR APIs

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