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Marker vs Nougat

Nougat is cheaper per page; Marker is faster; only Marker supports bounding boxes, multilingual.

Markerdatalab/markerNougatmeta/nougat
TypeOCR APIOpen source
Price14 credits / page2 credits / page
Per 1,000 pages$14.00$2.00
Typical speed2.5 s / page3.0 s / page
Best forBooks and research papersarXiv-style papers
InputsPDF, images, DOCXPDF, images
Languages90+ languagesMainly English
Max pages per request1,000200
Tables✓ Yes✓ Yes
HandwritingNoNo
Math✓ Yes✓ Yes
Bounding boxes✓ YesNo
ConfidenceNoNo
FormsNoNo
Multilingual✓ YesNo
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

Marker

Hosted version of the open-source Marker and Surya models. Strong on books and papers.

Marker details

Nougat

Meta's model that converts academic PDFs to Markdown with LaTeX math.

Nougat details

Use one, fall back to the other

Request body
{
  "model": "datalab/marker",
  "fallbacks": ["meta/nougat"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Marker alternativesNougat alternatives