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docTR vs dots.ocr

DocTR is cheaper per page; docTR is faster; only docTR supports confidence; only dots.ocr supports tables, math, multilingual.

docTRmindee/doctrdots.ocrrednote/dots-ocr
TypeOpen sourceOpen source
Price1 credit / page2 credits / page
Per 1,000 pages$1.00$2.00
Typical speed0.9 s / page1.5 s / page
Best forWord-level OCR with positionsMultilingual document parsing
InputsPDF, imagesPDF, images
LanguagesMainly Latin scripts100+ languages
Max pages per request500500
TablesNo✓ Yes
HandwritingNoNo
MathNo✓ Yes
Bounding boxes✓ Yes✓ Yes
Confidence✓ YesNo
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

docTR

Open-source OCR library from Mindee with separate text detection and recognition models.

docTR details

dots.ocr

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

dots.ocr details

Use one, fall back to the other

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

Questions

More comparisons

docTR alternativesdots.ocr alternatives