AI Use Cases

Work · by LlamaIndex

LlamaParse

Parsing service aimed at the documents that break parsers: nested tables, forms, figures.

+ Holds up on financial statements and forms where plain text extraction turns to soup.
− Per-page pricing and a cloud round trip; large archives add up fast.

Free tierFree pages each day, then per-page creditsapiweb

Open LlamaParse ↗ best for: a few thousand hard PDFs rather than a million easy ones

Evidence

rank #163 of 333
18evidence score / 100
1Hacker News stories, 30d · query "LlamaParse"
0mentions in our release feed, 30d
–days since last activity
Ranked forExtract data from documents

Head to head: Unstructured vs LlamaParse Docling vs LlamaParse Surya vs LlamaParse

LlamaParse alternatives

All 6 alternatives →
1
Unstructured Open source
Ingest library and hosted pipeline that normalises 25+ file types into chunks for retrieval.

+ The connector list is the real product - S3, SharePoint, Confluence and Drive land as clean chunks.
− The open library's best parsing paths push you toward the paid API.

Apache 2.0 core; the hosted platform and connectors are paidopen sourcecliapilinuxmac
66new
evidence / 100
2
Docling Open source
Turns PDFs, Office files and scans into structured markdown or JSON, layout and tables intact.

+ Reads a table as a table, and does it on your own machine with nothing sent anywhere.
− Heavy scanned documents want a GPU; CPU-only runs are slow on long PDFs.

MIT; runs locally, no API keyopen sourcecliapilinuxmacwindows
64new
evidence / 100
3
Surya Open source
OCR, layout and reading-order models covering 90+ languages, weights included.

+ Beats the old OCR engines on messy scans and non-Latin scripts, locally.
− The licence is not plain open source above a revenue line - read it before shipping.

Weights are free for research and small companies; a commercial licence applies above a revenue thresholdopen sourcecliapilinuxmac
42new
evidence / 100
4
Mathpix Free tier
Screenshots and PDFs of maths and chemistry into LaTeX, markdown or Word.

+ Still the most accurate thing there is at equations, which general OCR gets wrong.
− Narrow by design - a plain business PDF is better served elsewhere.

Free snips each month; paid by volume or API callwebapimacwindowslinuxios
11new
evidence / 100
5
Nanonets Paid
Extracts fields from invoices, receipts and forms, then posts them into an accounting system.

+ Ships the boring half: approval steps, validation rules and exports to QuickBooks or SAP.
− Priced for finance teams, not for a side project.

Per-page tiers; a free trial allowancewebapi
2new
evidence / 100

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Ranked #4 of 7 for extract data from documents on AI Use Cases

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