A good guideline would be the larger the speaker, the longer the battery life. But this isn’t always accurate, points like far more updated Bluetooth firmware versions can drastically impact power performance, and also a large Bluetooth four.0 speaker won't past as long when you’d anticipate relative to a medium-sized Bluetooth 5.1 speaker.