Developer resource
Token cost estimation checklist
Estimate input, output, and cached tokens before you widen access. A checklist is helpful when you want to confirm setup without guessing.
token cost estimationprepaid AI APIOpenAI-compatible APIAPI cost control
What to prepare
The search intent behind token cost estimation 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.