Verdict
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.
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 visually organized, board-based DAM for photo/image-heavy creative and marketing teams, with a genuinely usable free tier and a history of shifting, steep paid-tier pricing.
An open-licence, self-hosted DAM for teams with in-house server admin capability, trading a free licence for the time to run upgrades, tune dependencies and troubleshoot it themselves.
Price published
Yes
No
No
No
Billed on
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.
One-off purchase, no subscription
Credits; users are not billed
Self-hosted: no licence fee. Hosted: a user ceiling per tier
Deployment
Cloud
On-premise
Cloud
Cloud, On-premise
Free plan
No
No
Yes
Yes
Free trial
No
Yes
Yes
No
Transparency index
Not checked
60%
60%
60%
Most common complaint
Not checked
The amount is not on the product page — it lives on the reseller’s storefront
The free tier is described in detail while the paid tiers are named only
The free route is genuinely free of licence fees but moves hosting, upgrades and support onto you