When charged, a power bank can lose its charge even if you don't use it as all rechargeable batteries have inherent self-discharge rates, which can vary from 2% to 10% a month, depending on quality and capacity. A good quality power bank can be expected to keep its charge for up to around six months while lower-quality power banks might last as little as four weeks before it needs recharging.