Verdict
AI-assisted photo search and culling software for photographers with large local archives, sold as a one-time purchase that runs without uploading files to the cloud.
An enterprise DAM module within Adobe Experience Manager, for large organizations managing thousands to millions of brand assets across marketing channels.
Free, open-source, cross-platform photo cataloging software for large RAW libraries, with tagging, geotagging and duplicate detection, meant to pair with a separate RAW editor.
A file-processing API that handles uploading, transforming, and delivering video, audio, images, and documents, for developers who'd otherwise build that infrastructure in-house.
Price published
No
No
Yes
Yes
Billed on
One-off purchase, no subscription
No public price list; sales quote required for both packages (Prime and Ultimate). Adobe's own on-premise product description sheet lists separate license metrics per component — AEM Assets itself is licensed 'Per Instance', 'Users' are licensed 'Per User', Brand Portal is licensed 'Per Brand Portal User', and Dynamic Media/Personalized Media are licensed by 'Page Views per month' — so billing is multi-metric and only available via custom quote, not a single flat per-user or per-GB rate.
Free software, no licence fee
GB of data processed per month (combined input + output file size); paid tiers also gate priority processing slots, collaborator seats, and max file size. Overage on the paid Startup tier billed at $1.80/GB. Enterprise tier is custom/quote-based tiered pricing with whitelabeling.
Deployment
On-premise
Cloud, On-premise
On-premise
Cloud
Free plan
No
No
Yes
No
Free trial
Yes
No
No
No
Transparency index
60%
Not checked
100%
Not checked
Most common complaint
The amount is not on the product page — it lives on the reseller’s storefront
Not checked
It has no collaboration, permissions or approvals by design
Not checked