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Docling vs PaddleOCR (PP-OCR)

PaddleOCR (PP-OCR) is cheaper per page; PaddleOCR (PP-OCR) is faster; only Docling supports tables, math; only PaddleOCR (PP-OCR) supports confidence, multilingual.

Doclingibm/doclingPaddleOCR (PP-OCR)paddle/paddleocr
TypeOpen sourceOpen source
Price2 credits / page1 credit / page
Per 1,000 pages$2.00$1.00
Typical speed2.2 s / page0.7 s / page
Best forStructured export for RAGFast printed text, Chinese and English
InputsPDF, images, DOCXPDF, images
LanguagesLatin scripts, CJK80+ languages
Max pages per request500500
Tables✓ YesNo
HandwritingNoNo
Math✓ YesNo
Bounding boxes✓ Yes✓ Yes
ConfidenceNo✓ Yes
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

PaddleOCR (PP-OCR)

Baidu's classic open-source text detection and recognition pipeline. Light enough to run on CPU.

PaddleOCR (PP-OCR) details

Use one, fall back to the other

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

Questions

More comparisons

Docling alternativesPaddleOCR (PP-OCR) alternatives