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NEWS · MODELS · #461

Mistral releases OCR 4 with bounding boxes, block classification, and 170-language support

Mistral announced Mistral OCR 4, a compact document‑parsing model that returns text plus bounding boxes, typed block classification, and per‑word/ per‑page confidence scores, supports 170 languages, and can run in a single container for self‑hosted deployments; the company says independent human evaluators preferred OCR 4 over competitors and it scored highest on OlmOCRBench. OCR 4 is available via API or Mistral's Document AI (pricing published) and integrates with the open‑source Mistral Search Toolkit for RAG and enterprise search ingestion.

KEY POINTS

  1. Mistral announced Mistral OCR 4, a compact document‑parsing model that returns text plus bounding boxes, typed block classification, and per‑word/ per‑page confidence scores, supports 170 languages, and can run in a single container for self‑hosted deployments; the company says independent human evaluators preferred OCR 4 over competitors and it scored highest on OlmOCRBench.
  2. OCR 4 is available via API or Mistral's Document AI (pricing published) and integrates with the open‑source Mistral Search Toolkit for RAG and enterprise search ingestion.
  3. Structured outputs (boxes, block types, confidences) plus self‑hosting and strong human‑eval performance make OCR 4 a practical ingestion component for enterprise RAG, search, and agent workflows.

WHY IT MATTERS

Structured outputs (boxes, block types, confidences) plus self‑hosting and strong human‑eval performance make OCR 4 a practical ingestion component for enterprise RAG, search, and agent workflows.

SOURCES & TIMELINE

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