A good rule of thumb is definitely the larger the speaker, the longer the battery life. But this isn’t always accurate, points like much more updated Bluetooth firmware versions can tremendously effect power effectiveness, plus a large Bluetooth 4.0 speaker won't final as long while you’d hope relative to a medium-sized Bluetooth 5.1 speake