Know what uses credits before you start.
Your plan, web-product credits and external AI connections play different roles.
On this page
Web products use Cosindra credits
Generation prices depend on the product, operation, engine and result count. Review the displayed total before confirming. A paid plan can unlock a mode or download access without making generation unlimited.
Your own AI accounts in Desktop
Supported personal AI connections in Desktop are separate from web-product generation. BYOK does not make MaterialForge, BlueprintStudio or other web jobs free. BYOK includes 150 Cosindra credits per month for those workflows.
Generation, saving and download access differ
Starter has one lifetime free asset download shared across products. Further file downloads require a paid plan. Applying supported outputs through Desktop costs no extra credits; it still requires an available result and the appropriate account access.
Check a failed operation before retrying
Failed MaterialForge pack outputs are refunded individually. A retry starts a new generation at the quoted price. Do not assume a validation warning, an unsatisfactory style or an expired file is the same as a failed paid job.
Account → Billing shows your plan and credit information. Contact support with the affected operation if the displayed status or charge looks wrong.