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LlamaParse vs GLM-OCR

GLM-OCR is cheaper per page; GLM-OCR is faster; only GLM-OCR supports confidence.

LlamaParsellamaindex/llamaparseGLM-OCRzai/glm-ocr
TypeOCR APIOpen source
Price5 credits / page2 credits / page
Per 1,000 pages$5.00$2.00
Typical speed3.0 s / page1.3 s / page
Best forRAG ingestionLow-cost general documents
InputsPDF, images, DOCXPDF, images
Languages80+ languages100+ languages
Max pages per request1,000500
Tables✓ Yes✓ Yes
HandwritingNoNo
Math✓ Yes✓ Yes
Bounding boxes✓ Yes✓ Yes
ConfidenceNo✓ Yes
FormsNoNo
Multilingual✓ Yes✓ Yes
On OCRRouterComing soonAvailable

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

GLM-OCR

Small open-source OCR model from Z.ai with layout regions. MIT licensed.

GLM-OCR details

Use one, fall back to the other

Request body
{
  "model": "llamaindex/llamaparse",
  "fallbacks": ["zai/glm-ocr"],
  "file_url": "https://example.com/document.pdf"
}

Questions

More comparisons

LlamaParse alternativesGLM-OCR alternatives