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Marker vs Granite Docling

Granite Docling is cheaper per page; Granite Docling is faster; only Marker supports multilingual.

Markerdatalab/markerGranite Doclingibm/granite-docling
TypeOCR APIOpen source
Price14 credits / page1 credit / page
Per 1,000 pages$14.00$1.00
Typical speed2.5 s / page1.5 s / page
Best forBooks and research papersSmall-model document conversion
InputsPDF, images, DOCXPDF, images
Languages90+ languagesEnglish, experimental CJK and Arabic
Max pages per request1,000500
Tables✓ Yes✓ Yes
HandwritingNoNo
Math✓ Yes✓ Yes
Bounding boxes✓ Yes✓ Yes
ConfidenceNoNo
FormsNoNo
Multilingual✓ YesNo
On OCRRouterComing soonComing soon

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

What each one is

Marker

Hosted version of the open-source Marker and Surya models. Strong on books and papers.

Marker details

Granite Docling

Compact IBM vision model that converts pages to DocTags for the Docling pipeline.

Granite Docling details

Use one, fall back to the other

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

Questions

More comparisons

Marker alternativesGranite Docling alternatives