A good general guideline would be the larger the speaker, the longer the battery life. But this isn’t always real, factors like extra updated Bluetooth firmware versions can drastically affect power efficiency, and also a large Bluetooth four.0 speaker won't last as long while you’d be expecting relative to the medium-sized Bluetooth five.1