I have: personal MacBook, work MacBook, personal iPad, personal iPhone, and an old personal iPhone I use as a lower-distraction music player. I also often connect to my Fire TV stick to listen to TV without disturbing others in the house.
With my AirPods, this is all pretty seamless these days. I never have to turn Bluetooth off on them.