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Chandra vs Granite Docling

Granite Docling is cheaper per page; Granite Docling is faster; only Chandra supports handwriting, forms, multilingual.

Chandradatalab/chandraGranite Doclingibm/granite-docling
TypeOpen sourceOpen source
Price2 credits / page1 credit / page
Per 1,000 pages$2.00$1.00
Typical speed2.0 s / page1.5 s / page
Best forComplex layouts and handwritingSmall-model document conversion
InputsPDF, imagesPDF, images
Languages40+ languagesEnglish, experimental CJK and Arabic
Max pages per request500500
Tables✓ Yes✓ Yes
Handwriting✓ YesNo
Math✓ Yes✓ Yes
Bounding boxes✓ Yes✓ Yes
ConfidenceNoNo
Forms✓ YesNo
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

Chandra

Datalab's OCR model that keeps layout and handles forms, tables and handwriting.

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

Questions

More comparisons

Chandra alternativesGranite Docling alternatives