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Reducto Parse vs Docling

Docling is cheaper per page; Docling is faster; only Reducto Parse supports forms, confidence; only Docling supports math.

Reducto Parsereducto/parseDoclingibm/docling
TypeOCR APIOpen source
Price20 credits / page2 credits / page
Per 1,000 pages$20.00$2.00
Typical speed4.0 s / page2.2 s / page
Best forHigh-stakes complex documentsStructured export for RAG
InputsPDF, images, DOCXPDF, images, DOCX
Languages50+ languagesLatin scripts, CJK
Max pages per request1,000500
Tables✓ Yes✓ Yes
HandwritingNoNo
MathNo✓ Yes
Bounding boxes✓ Yes✓ Yes
Confidence✓ YesNo
Forms✓ YesNo
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

Reducto Parse

High-accuracy parsing for complex financial and legal documents, with citations.

Reducto Parse details

Docling

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

Docling details

Use one, fall back to the other

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

Questions

More comparisons

Reducto Parse alternativesDocling alternatives