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DeepSeek-OCR vs Docling

DeepSeek-OCR is cheaper per page; DeepSeek-OCR is faster; only DeepSeek-OCR supports multilingual.

DeepSeek-OCRdeepseek/deepseek-ocrDoclingibm/docling
TypeOpen sourceOpen source
Price1 credits / page2 credits / page
Per 1,000 pages$1.00$2.00
Typical speed1.1 s / page2.2 s / page
Best forCheap bulk conversionStructured export for RAG
InputsPDF, imagesPDF, images, DOCX
Languages100+ languagesLatin scripts, CJK
Max pages per request200500
Tables✓ Yes✓ Yes
HandwritingNoNo
Math✓ Yes✓ Yes
Bounding boxes✓ Yes✓ Yes
ConfidenceNoNo
FormsNoNo
Multilingual✓ YesNo
On OCRRouterAvailableComing soon

Prices are what you pay on OCRRouter. Speed is the provider's typical figure, not a benchmark we ran.

What each one is

DeepSeek-OCR

Open-source vision model that compresses pages into few tokens.

DeepSeek-OCR details

Docling

IBM's open-source document converter with a structured document model.

Docling details

Use one, fall back to the other

Request body
{
  "model": "deepseek/deepseek-ocr",
  "fallbacks": ["ibm/docling"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

DeepSeek-OCR alternativesDocling alternatives