Mistral OCR

3 posts · Mar 2025 – Jun 2026

What this trail covers

Mistral OCR introduces breakthrough performance in document parsing, outperforming previous generations and competitors on forms, scanned documents, complex tables, and handwriting. It offers state-of-the-art accuracy, supports markdown output with HTML table reconstruction, and is available at a competitive price. The model powers the Document AI Playground in Mistral AI Studio and can be integrated via API or self-hosted. It is designed for high-volume enterprise pipelines and interactive document processing. The latest iteration offers improved multilingual support and faster processing speeds.

All Mistral AI trails

Jun 2026Mistral OCR 4 : SOTA OCR for Document IntelligenceMistral OCR 4 introduces bounding boxes, typed-block classification (titles, tables, equations, signatures), and inline confidence scores alongside extracted text. It supports 170 languages and can be deployed in a single container for self-hosted deployments. The model integrates with Mistral Search Toolkit for RAG and enterprise search pipelines. Benchmarks show it outperforms leading OCR and document-AI systems in human evaluations and on public benchmarks like OlmOCRBench and OmniDocBench, with specific improvements noted for specialized and low-resource languages. The post also details known limitations of automated benchmarks and recommends evaluation on user-specific documents.
Dec 2025Introducing Mistral OCR 3 | Mistral AIMistral OCR 3 significantly upgrades performance over Mistral OCR 2, achieving a 74% overall win rate on challenging document types including handwriting, forms, low-quality scans, and complex tables. It introduces HTML-based table reconstruction to preserve layout with colspan/rowspan attributes. The model is designed to be smaller and more cost-efficient than competitive solutions, priced at $2 per 1,000 pages with a 50% Batch-API discount. It is available via API and within Mistral AI Studio's Document AI Playground, with a self-hosting option for enhanced data privacy.
Mar 2025Mistral OCR | Mistral AIThis post details Mistral OCR, an Optical Character Recognition API that comprehends interleaved imagery, mathematical expressions, tables, and advanced layouts. It achieves state-of-the-art performance on benchmarks for overall accuracy, math, multilingual support, scanned documents, and tables, outperforming competitors like Google Document AI, Azure OCR, Gemini, and GPT-4o. It is natively multilingual, supporting thousands of scripts, fonts, and languages. The model is also the fastest in its category, processing up to 2000 pages per minute. It supports 'doc-as-prompt' for structured output extraction and offers a self-hosting option for sensitive data. Use cases include digitizing scientific research, preserving heritage, streamlining customer service, and making literature AI-ready.
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