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Surya vs Granite Docling

Granite Docling is cheaper per page; only Surya supports multilingual; only Granite Docling supports math.

Suryadatalab/suryaGranite Doclingibm/granite-docling
TypeOpen sourceOpen source
Price2 credits / page1 credit / page
Per 1,000 pages$2.00$1.00
Typical speed1.5 s / page1.5 s / page
Best forLayout and line-level OCRSmall-model document conversion
InputsPDF, imagesPDF, images
Languages90+ languagesEnglish, experimental CJK and Arabic
Max pages per request500500
Tables✓ Yes✓ Yes
HandwritingNoNo
MathNo✓ 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

Surya

Open-source OCR toolkit with line detection, layout analysis, reading order and tables.

Surya 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/surya",
  "fallbacks": ["ibm/granite-docling"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Surya alternativesGranite Docling alternatives