AI Use Cases

Alternatives · Work · updated Oct 27, 2026

LlamaParse alternatives

LlamaParse ranks #4 of 7 for extract data from documents with an evidence score of 18/100. Its weak spot: Per-page pricing and a cloud round trip; large archives add up fast. 6 other tools are ranked for the same job (extract data from documents); 3 score higher, 4 can be used free and 3 are open source. Same public signals as the ranking, recomputed nightly — nothing here is sponsored. Read the LlamaParse review.

All 6 alternatives, ranked

evidence / 100
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
6
Reducto Paid
Developer API that splits dense documents into structured blocks with coordinates and citations.

+ Every block comes back with a page position, so an answer can cite exactly where it came from.
− API only and priced per page - no interface for someone doing this once.

Per-page, with a trial allowanceapi
1new
evidence / 100

Why switch?

Unstructured instead of LlamaParse if

  • you want the stronger public evidence (66 vs 18)
  • you want open source — self-host it, read it, fork it
  • you need it on cli, linux, mac

Docling instead of LlamaParse if

  • you want the stronger public evidence (64 vs 18)
  • you want open source — self-host it, read it, fork it
  • you need it on cli, linux, mac

Surya instead of LlamaParse if

  • you want the stronger public evidence (42 vs 18)
  • you want open source — self-host it, read it, fork it
  • you need it on cli, linux, mac

Free alternatives to LlamaParse

4 of 6

Open-source alternatives to LlamaParse

3 of 6

Where LlamaParse ranks

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