Esp8266 and battery 18650 (or 13350)

That isn't exactly true and the only real way to find out if there is a big difference is to do a bunch of testing measuring voltages and currents, blah, blah, blah... but like I said I don't think you will notice a big difference especially if it's just for demo purposes and you not trying to break some world records.