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LlamaParse vs TrOCR

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

LlamaParsellamaindex/llamaparseTrOCRmicrosoft/trocr
TypeOCR APIOpen source
Price5 credits / page1 credit / page
Per 1,000 pages$5.00$1.00
Typical speed3.0 s / page1.2 s / page
Best forRAG ingestionHandwritten text lines
InputsPDF, images, DOCXimages
Languages80+ languagesEnglish
Max pages per request1,000100
Tables✓ YesNo
HandwritingNo✓ Yes
Math✓ YesNo
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

LlamaParse

Document parser built for RAG pipelines, with several quality tiers.

LlamaParse details

TrOCR

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

TrOCR details

Use one, fall back to the other

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

Questions

More comparisons

LlamaParse alternativesTrOCR alternatives