Developer resource

Output budgeting checklist

Budgeting output tokens helps stop runaway responses. A checklist is helpful when you want to confirm setup without guessing.

output budgetingprepaid AI APIOpenAI-compatible APIAPI cost control

What to prepare

The search intent behind output budgeting usually comes down to control, compatibility, and predictable cost.

What to configure

Use a scoped key, trial credits, and a narrow model list while you confirm the route works.

What to confirm

After the first request, verify the log row, the token meters, and the billed amount.

FAQ

What should I check first?

Key scope, budget, and endpoint compatibility.

Is a checklist enough for production?

It is a good start, but production should also include logs and budgets.