Cost & billing concept illustration

Cost & billing

Reasoning tokens

Tokens a reasoning model generates while thinking through a problem. They are usually hidden from you but billed as output, so they can quietly raise costs.

In practice

A reasoning model may spend 3,000 thinking tokens before a 200-token answer, and you pay for all 3,200.

Related terms

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