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Serverless sandbox usage appears in the Forge console with your organization’s other billable products. Organization admins see usage across all teams. Team admins see the same charts, limited to the teams they administer.

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View usage over time

This feature isn’t enabled for every organization yet. If you don’t see it, contact Support or your AISE.
Select your deployment type:
  1. In the top right corner, click your user profile icon.
  2. In the Account section, click Billing.
  3. Click the Usage & Alerts tab.
  4. From the sidebar, select Sandboxes to display its Usage over time chart.
For the chart controls and the other usage categories, see Manage billing settings. Sandboxes don’t support usage or spend alerts on any plan.

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Log sandbox metrics to a W&B run

A Session can log client-side sandbox metrics, such as sandboxes created, executions, success rates, and startup times, to your active W&B run. These metrics describe how your code uses sandboxes. They don’t report CPU or memory use. To turn them on and see the full list, see the W&B metrics integration section of RL training.
Last modified on September 30, 2026