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.
A cloud asset library for small-to-mid ecommerce and DTC brands, priced as a flat monthly fee with unlimited users, tiered by storage and downloads.
A cloud service for storing, resizing, optimizing and delivering images via API and CDN, aimed at developers building web and mobile apps that handle images at scale.
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.
Price published
No
Yes
Yes
Yes
Billed on
One-off purchase, no subscription
Flat price per account; users are unlimited, tier set by storage and downloads
Storage ($5 / 100,000 images stored / month), delivery ($1 / 100,000 images delivered / month), and transformations (first 5,000 unique transformations/month free, then $0.50 / 1,000 unique transformations/month). A unique transformation is billed per distinct parameter combination (e.g. same image at 100x100 and 200x200 counts as two). Storage/delivery charges apply only to images hosted in Cloudflare Images; transforming externally-hosted images is billed only under transformations.
Free software, no licence fee
Deployment
On-premise
Cloud
Cloud
On-premise
Free plan
No
No
No
Yes
Free trial
Yes
No
No
No
Transparency index
60%
60%
Not checked
100%
Most common complaint
The amount is not on the product page — it lives on the reseller’s storefront
The tier is capped by download count as well as volume, which is a less familiar unit to budget against
Not checked
It has no collaboration, permissions or approvals by design