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Qwen-VL vs Granite Docling

Granite Docling is cheaper per page; Granite Docling is faster; only Qwen-VL supports handwriting, multilingual.

Qwen-VLqwen/qwen-vlGranite 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 forFlexible extraction with promptsSmall-model document conversion
InputsPDF, imagesPDF, images
Languages30+ languagesEnglish, experimental CJK and Arabic
Max pages per request200500
Tables✓ Yes✓ Yes
Handwriting✓ YesNo
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

Qwen-VL

Alibaba's open-weight vision language models (Qwen2.5-VL, Qwen3-VL). Strong general OCR and grounding.

Qwen-VL 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": "qwen/qwen-vl",
  "fallbacks": ["ibm/granite-docling"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Qwen-VL alternativesGranite Docling alternatives