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 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.
A file upload, transformation, and delivery API with a drop-in picker for 20+ sources, for developers adding file handling to web and mobile apps.
An image and video API for real-time resizing, compression, and format conversion via URL parameters, built for developers at ecommerce, media, and agency teams.
Price published
No
No
Yes
Yes
Billed on
One-off purchase, no subscription
Self-hosted: no licence fee. Hosted: a user ceiling per tier
Monthly subscription tiers with bundled resource allowances (bandwidth in GB, uploads counted per file, transformations per file/image operation, storage in GB, number of team members), plus per-unit overage fees once a tier's allowance is exceeded (e.g. Start plan overage is $0.2/GB bandwidth).
Consumption-based credits, sold in monthly tiers ($25–$500/mo self-serve, custom above that). Credits are spent on Management (2 credits/GB/month for stored assets), Delivery (1 credit/GB bandwidth), and Transformation (variable by operation). Per-credit rate drops as plan tier rises ($0.25 down to $0.12, monthly billing; slightly cheaper on annual commitment). Each plan also states an implied storage/bandwidth cap in GB.
Deployment
On-premise
Cloud, On-premise
Cloud
Cloud
Free plan
No
Yes
No
No
Free trial
Yes
No
No
No
Transparency index
60%
60%
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Most common complaint
The amount is not on the product page — it lives on the reseller’s storefront
The free route is genuinely free of licence fees but moves hosting, upgrades and support onto you
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