A good general guideline is definitely the larger the speaker, the longer the battery life. But this isn’t always accurate, factors like a lot more updated Bluetooth firmware versions can drastically influence power performance, along with a large Bluetooth 4.0 speaker might not previous as long as you’d assume relative to some medium-sized