Documents & PDF chat

LightOnOCR-3

Rankedfree

70.9/100 · #51 overall

Upload a PDF or image of a document page, pick a LightOnOCR‑3 model and mode, and the app will stream the recognized text while showing the layout blocks. The extracted text is displayed as easy‑to...

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Stat lines

Product quality25/ 25

verified

Traction8.4/ 25

verified

Value15/ 15

verified

Reliability / freshness10/ 10

verified

Bio

Pricing type	free
Website	https://huggingface.co/spaces/lightonai/LightOnOCR-3-Demo
HN stories (12 mo)	0
Added	2026-10-16

Division ranks

Documents & PDF chat#2 of 6

Score breakdown

Component	Points	Evidence
Traction verified	8.4/25	0 HN stories linking to it (12 mo), pctl 34% in all tools
Momentum provisional	7.5/15	Needs 30 days of score history; neutral midpoint
Product quality verified	25/25	7/7 checklist items found on live site (checked )
Value verified	15/15	Pricing type 'free' — manual review of pricing page 2026-10-16: Public Hugging Face Space demo, free to use
Reliability / freshness verified	10/10	Homepage check 2026-10-16: HTTP 200
Editor / community rating provisional	5/10	No ratings yet; neutral 5/10

Product-quality checklist

✓Docs/helphttps://huggingface.co/docs

✓Pricing pagehttps://huggingface.co/pricing

✓API/developershttps://huggingface.co/developers

✓Privacy policyhttps://huggingface.co/privacy

✓Termshttps://huggingface.co/terms

✓Changelog/bloghttps://huggingface.co/changelog

✓Security/compliancehttps://huggingface.co/security

Data checked 2026-10-16. Think this is wrong? Dispute a score.