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dots.ocr vs Unstructured

Dots.ocr is cheaper per page; dots.ocr is faster; only dots.ocr supports math.

dots.ocrrednote/dots-ocrUnstructuredunstructured/unstructured
TypeOpen sourceOCR API
Price2 credits / page20 credits / page
Per 1,000 pages$2.00$20.00
Typical speed1.5 s / page3.0 s / page
Best forMultilingual document parsingMixed file types into RAG
InputsPDF, imagesPDF, images, DOCX
Languages100+ languagesMultilingual
Max pages per request5001,000
Tables✓ Yes✓ Yes
HandwritingNoNo
Math✓ YesNo
Bounding boxes✓ Yes✓ Yes
ConfidenceNoNo
FormsNoNo
Multilingual✓ Yes✓ 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

dots.ocr

Single vision model from rednote that does layout detection and content recognition together.

dots.ocr details

Unstructured

Document ETL for RAG. Partitions many file types into typed elements; open-source library too.

Unstructured details

Use one, fall back to the other

Request body
{
  "model": "rednote/dots-ocr",
  "fallbacks": ["unstructured/unstructured"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

dots.ocr alternativesUnstructured alternatives