Curation, lineage and review sit inside a predictable monthly plan. Image creation is metered by generated candidate so usage maps directly to the work the GPU performs.
For one focused industrial dataset and a small expert review team.
For recurring curation, controlled augmentation and release workflows.
For private infrastructure, governed data and custom operating envelopes.
AWS offers two distinct routes. Marketplace consolidates the Manyform software charge onto the buyer's AWS invoice. Bring your own AWS keeps eligible infrastructure usage in the customer's account.
Subscribe using AWS procurement, receive charges on the AWS bill and let signed licence events provision the Manyform workspace.
Run GPU, object storage and supporting services in your account. Eligible AWS credits may offset those eligible infrastructure charges under the terms attached to the customer's credit.
Review private deploymentAWS promotional credits are not a Manyform currency. They are non-transferable and ordinarily exclude AWS Marketplace charges. Marketplace purchases use the buyer's configured AWS payment terms; credit eligibility applies only where AWS explicitly says it does.
Count every candidate the model generates, including candidates an expert later rejects. That is the unit that consumes GPU time.
Estimate excludes VAT and any disclosed high-resolution or multi-step multiplier. Enterprise capacity is quoted separately.
One standard-resolution candidate generated by ImageForge consumes one credit, whether it is accepted or rejected.
Overage is accumulated into one monthly statement. A run shows its credit cost before generation starts; rejected candidates remain chargeable because they consumed inference.
The monthly platform plan and any generation credits above its allowance. Review actions and rejected/accepted decisions do not add another charge.
Each plan includes a stated storage allowance. Additional storage, long-term retention and large egress requirements are agreed before they are enabled.
They cannot be transferred to Manyform or normally applied to Marketplace fees. With bring-your-own AWS, eligible credits may offset eligible infrastructure in the customer's account.
No. A credit records generation work. Dataset release still requires automated checks, expert review and real held-out evaluation.
