Battery capacity is a measure of the energy storage capability of a battery, typically expressed in ampere-hours (Ah) or watt-hours (Wh), and it determines how long a device can run before needing a recharge. It is influenced by factors such as the battery's chemistry, size, age, and the discharge rate, which can affect the overall lifespan and performance of the battery.