AI agents are meant to do more than answer a single prompt.
The real value comes when they can keep working: researching a topic, retrying failed steps, browsing documentation, writing and testing code, using tools, checking outputs, and continuing until they reach a useful result.
But most AI pricing is still designed around short chat interactions.
That creates a strange lim