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Amazon Textract vs Granite Docling

Granite Docling is cheaper per page; Amazon Textract is faster; only Amazon Textract supports forms, handwriting, confidence; only Granite Docling supports math.

Amazon Textractaws/textractGranite Doclingibm/granite-docling
TypeOCR APIOpen source
Price6 credits / page1 credit / page
Per 1,000 pages$6.00$1.00
Typical speed1.2 s / page1.5 s / page
Best forForms and key-value extractionSmall-model document conversion
InputsPDF, imagesPDF, images
Languages6 languagesEnglish, experimental CJK and Arabic
Max pages per request3,000500
Tables✓ Yes✓ Yes
Handwriting✓ YesNo
MathNo✓ Yes
Bounding boxes✓ Yes✓ Yes
Confidence✓ YesNo
Forms✓ YesNo
MultilingualNoNo
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

Amazon Textract

AWS OCR with form key-value pairs, tables and per-word confidence scores.

Amazon Textract 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": "aws/textract",
  "fallbacks": ["ibm/granite-docling"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Amazon Textract alternativesGranite Docling alternatives