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.
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
No
Yes
Yes
No
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.
Self-hosted: no licence fee. Hosted: a user ceiling per tier
Deployment
On-premise
Cloud
Cloud
Cloud, On-premise
Free plan
No
No
No
Yes
Free trial
Yes
No
No
No
Transparency index
60%
60%
Not checked
60%
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
The free route is genuinely free of licence fees but moves hosting, upgrades and support onto you