I just tried this quickly with my Samsung Galaxy Tab A7 Lite / SW: Android 11.
2x Bluetooth speakers cannot be controlled simultaneously. I can be connected to 2 or more participants and switch back and forth relatively quickly, but running them in parallel is not possible.