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Marker vs olmOCR

OlmOCR is cheaper per page; olmOCR is faster; only Marker supports bounding boxes, multilingual; only olmOCR supports handwriting.

Markerdatalab/markerolmOCRallenai/olmocr
TypeOCR APIOpen source
Price14 credits / page2 credits / page
Per 1,000 pages$14.00$2.00
Typical speed2.5 s / page1.5 s / page
Best forBooks and research papersBulk PDF to text for datasets
InputsPDF, images, DOCXPDF, images
Languages90+ languagesMainly English
Max pages per request1,0001,000
Tables✓ Yes✓ Yes
HandwritingNo✓ Yes
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

olmOCR

Open-source vision model from Ai2 that turns PDFs into clean, reading-order text.

olmOCR details

Use one, fall back to the other

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

Questions

More comparisons

Marker alternativesolmOCR alternatives