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TrOCR vs Unstructured

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

TrOCRmicrosoft/trocrUnstructuredunstructured/unstructured
TypeOpen sourceOCR API
Price1 credit / page20 credits / page
Per 1,000 pages$1.00$20.00
Typical speed1.2 s / page3.0 s / page
Best forHandwritten text linesMixed file types into RAG
InputsimagesPDF, images, DOCX
LanguagesEnglishMultilingual
Max pages per request1001,000
TablesNo✓ Yes
Handwriting✓ YesNo
MathNoNo
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

Unstructured

Document ETL for RAG. Partitions many file types into typed elements; open-source library too.

Unstructured details

Use one, fall back to the other

Request body
{
  "model": "microsoft/trocr",
  "fallbacks": ["unstructured/unstructured"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

TrOCR alternativesUnstructured alternatives