Unless there's a power outage, rechargeable lights are just like any other regular LED bulb. When the power goes out, regular light bulbs stop working, but rechargeable lights keep on thanks to the batteries inside. The batteries typically last four to eight hours, but this can vary depending on a number of factors; the longer the charging time, the longer the lights last.
