Most AI platforms on the market are deliberately hiding the most critical fact: how exactly you are being billed. What you can see is often only the monthly subscription price, deducted points, or some vague usage data. But you will never know how much computing power was truly consumed in a single query, how many inferences the model made, whether caching was used, or which invisible costs you are ultimately paying for. This is a typical Web2 issue.