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Kraken vs Nougat

Kraken is cheaper per page; Kraken is faster; only Kraken supports handwriting, bounding boxes, multilingual; only Nougat supports tables, math.

Krakenkraken/krakenNougatmeta/nougat
TypeOpen sourceOpen source
Price1 credit / page2 credits / page
Per 1,000 pages$1.00$2.00
Typical speed1.5 s / page3.0 s / page
Best forHistorical documents and manuscriptsarXiv-style papers
InputsimagesPDF, images
LanguagesMany scripts, incl. right-to-leftMainly English
Max pages per request500200
TablesNo✓ Yes
Handwriting✓ YesNo
MathNo✓ 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

Kraken

OCR engine for historical documents and manuscripts, with trainable models for unusual scripts.

Kraken 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": "kraken/kraken",
  "fallbacks": ["meta/nougat"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

Kraken alternativesNougat alternatives