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TrOCR vs dots.ocr

TrOCR is cheaper per page; TrOCR is faster; only TrOCR supports handwriting; only dots.ocr supports tables, math, bounding boxes, multilingual.

TrOCRmicrosoft/trocrdots.ocrrednote/dots-ocr
TypeOpen sourceOpen source
Price1 credit / page2 credits / page
Per 1,000 pages$1.00$2.00
Typical speed1.2 s / page1.5 s / page
Best forHandwritten text linesMultilingual document parsing
InputsimagesPDF, images
LanguagesEnglish100+ languages
Max pages per request100500
TablesNo✓ Yes
Handwriting✓ YesNo
MathNo✓ Yes
Bounding boxesNo✓ Yes
ConfidenceNoNo
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

TrOCR

Transformer text recognition model. Reads single text lines, including handwriting.

TrOCR 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": "microsoft/trocr",
  "fallbacks": ["rednote/dots-ocr"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

TrOCR alternativesdots.ocr alternatives