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Reducto Parse vs SmolDocling

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

Reducto Parsereducto/parseSmolDoclinghuggingface/smoldocling
TypeOCR APIOpen source
Price20 credits / page1 credit / page
Per 1,000 pages$20.00$1.00
Typical speed4.0 s / page1.0 s / page
Best forHigh-stakes complex documentsVery cheap page conversion
InputsPDF, images, DOCXPDF, images
Languages50+ languagesMainly English
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

SmolDocling

Tiny 256M vision model from Hugging Face and IBM that outputs DocTags. Predecessor of Granite Docling.

SmolDocling details

Use one, fall back to the other

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

Questions

More comparisons

Reducto Parse alternativesSmolDocling alternatives