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olmOCR vs Granite Docling

Granite Docling is cheaper per page; only olmOCR supports handwriting; only Granite Docling supports bounding boxes.

olmOCRallenai/olmocrGranite 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 forBulk PDF to text for datasetsSmall-model document conversion
InputsPDF, imagesPDF, images
LanguagesMainly EnglishEnglish, experimental CJK and Arabic
Max pages per request1,000500
Tables✓ Yes✓ Yes
Handwriting✓ YesNo
Math✓ Yes✓ Yes
Bounding boxesNo✓ Yes
ConfidenceNoNo
FormsNoNo
MultilingualNoNo
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

olmOCR

Open-source vision model from Ai2 that turns PDFs into clean, reading-order text.

olmOCR 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": "allenai/olmocr",
  "fallbacks": ["ibm/granite-docling"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

olmOCR alternativesGranite Docling alternatives