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Docling vs Qwen-VL

Qwen-VL is faster; only Qwen-VL supports handwriting, multilingual.

Doclingibm/doclingQwen-VLqwen/qwen-vl
TypeOpen sourceOpen source
Price2 credits / page2 credits / page
Per 1,000 pages$2.00$2.00
Typical speed2.2 s / page2.0 s / page
Best forStructured export for RAGFlexible extraction with prompts
InputsPDF, images, DOCXPDF, images
LanguagesLatin scripts, CJK30+ languages
Max pages per request500200
Tables✓ Yes✓ Yes
HandwritingNo✓ Yes
Math✓ Yes✓ Yes
Bounding boxes✓ Yes✓ Yes
ConfidenceNoNo
FormsNoNo
MultilingualNo✓ Yes
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

Docling

IBM's open-source document converter with a structured document model.

Docling details

Qwen-VL

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

Qwen-VL details

Use one, fall back to the other

Request body
{
  "model": "ibm/docling",
  "fallbacks": ["qwen/qwen-vl"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Docling alternativesQwen-VL alternatives