Billing is prepaid. You top up your org's balance, and OpenResearch deducts compute and storage charges as you use them. A non-positive balance blocks new hosted compute until you top up.
Open Org settings > Billing. The page shows your current balance, in-flight charges, current storage usage, and recent activity. Click Top up to add funds via hosted checkout.
Self-managed instances (RunPod, Lambda, anything you SSH into) are billed by your provider directly, not by OpenResearch — only the logs and artifacts they produce count toward storage.
The In flight tile on the billing page shows an estimate of charges accumulating on currently-running sandboxes since their last billed tick — useful when you want to know what a long run is costing you in real time.
The Recent activity section shows every billing event: top-ups, compute and storage charges (with the time window they cover), refunds, and manual adjustments. Each entry shows the amount; positive entries add to your balance, negative ones deduct.
OpenResearch checks your balance when you try to provision new hosted compute — a non- positive balance blocks the request and surfaces a top-up link. Already-running sandboxes keep going and can leave you with a negative balance; top up before starting more compute. Self-managed instances aren't gated by balance at all.