Why is real life shorter?
Batteries lose efficiency at higher discharge rates, extreme temperatures, and as they age. Voltage drop also affects usable capacity.
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Time = (Capacity / Load) × EfficiencyCapacityBattery capacity in mAhLoadCurrent draw in mAEfficiency0.85 (Typical)