For commodity systems that run off cheap lithium primary cell with essentially any modern low power microcontroller the major limiting factor for battery lifetime is actually the self-discharge rate of the battery itself (and to somewhat lesser extent the fact that most lithium battery chemistries have discharge curves that depend on peak load).