Which is cheaper, LlamaParse or TrOCR?

TrOCR. LlamaParse is 5 credits / page and TrOCR is 1 credit / page.

Which is more accurate?

It depends on the document. LlamaParse is strongest at rag ingestion, and TrOCR at handwritten text lines. Run a few of your own files through both and compare the output.

Yes. Put one as model and the other in fallbacks. If the first fails, the second reads the page, and you pay only for the one that answered.

LlamaParse vs TrOCR

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

Get API key All models

	LlamaParse`llamaindex/llamaparse`	TrOCR`microsoft/trocr`
Type	OCR API	Open source
Price	5 credits / page	1 credit / page
Per 1,000 pages	$5.00	$1.00
Typical speed	3.0 s / page	1.2 s / page
Best for	RAG ingestion	Handwritten text lines
Inputs	PDF, images, DOCX	images
Languages	80+ languages	English
Max pages per request	1,000	100
Tables	✓ Yes	No
Handwriting	No	✓ Yes
Math	✓ Yes	No
Bounding boxes	✓ Yes	No
Confidence	No	No
Forms	No	No
Multilingual	✓ Yes	No
On OCRRouter	Coming soon	Coming 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

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