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 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.
A developer-first file upload and CDN/media-processing API for apps, pitched as a lighter, faster-to-integrate alternative to Cloudinary for teams that don't need its full DAM/video/AI stack.
An image and video CDN with an API-first asset library, built for fast developer integration, billed on flat monthly tiers with per-GB overage once bandwidth or storage limits are exceeded.
Price published
No
Yes
Yes
Yes
Billed on
One-off purchase, no subscription
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.
Operations, traffic and storage, with published overage rates
Bandwidth, storage and user seats, with published per-unit rates above the limits
Deployment
On-premise
Cloud
Cloud
Cloud
Free plan
No
No
Yes
Yes
Free trial
Yes
No
No
Yes
Transparency index
60%
Not checked
70%
70%
Most common complaint
The amount is not on the product page — it lives on the reseller’s storefront
Not checked
The free tier is stated as personal use only
Several units are metered at once: bandwidth, storage, video units and seats