ModelsAgree

AI ranking change · 2026-08-14

Mistral OCR overtakes Docling as Claude's #1 pick

for document parsing and ocr for rag

DoclingMistral OCR

On 2026-08-14, Claude changed its #1 recommendation for best document parsing and ocr for rag — dropping Docling from the top spot in favor of Mistral OCR. The previous #1 had held since 2026-07-14.

Purpose-built OCR API tuned for RAG ingestion — returns clean, structure-preserving Markdown with tables, math, and layout order intact, high multilingual accuracy, and image/figure extraction with bounding boxes; strong throughput-to-cost ratio and a self-hostable option for regulated data, which is what most RAG builders actually need over raw text dumps.Claude

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