Power analysis and optimization is gaining importance such that most IC design teams incorporate steps and tools in their flow for power management. Despite this push, most power analysis still uses verification scenarios that are too basic and disconnected from actual system usage. This paper explains why it is critical to use realistic payloads to accurately estimate power and perform optimization.