Developer resource

Token cost estimation explanation

Estimate input, output, and cached tokens before you widen access. This explanation is for readers who want the reasoning before the setup.

token cost estimationprepaid AI APIOpenAI-compatible APIAPI cost control

What the term means

The search intent behind token cost estimation usually comes down to control, compatibility, and predictable cost.

How it works in practice

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

Why it matters operationally

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

FAQ

Do I need every detail to start?

No. Most users only need the working pattern and the limits.

Why is this useful for SEO?

Because it answers a precise intent with a concrete workflow.