Keep, Customize, or Exit: Default Design and Token Pricing in LLM Reasoning Services

Ahmet Bugra Gundogan, Yigit Turkmen, Melih Bastopcu

We study a large language model (LLM) service in which a provider chooses a per-token price and a default reasoning-token allocation, while a user may accept the default, customize…