It varies by device and local conditions, but for single tube units a 50% loss in efficiency is not uncommon. In the worst case the air your sucking into the room is extremely humid and you waste a lot of energy constantly condensing water only to then heat that same air and blow it out the room.
... if you ignore the energy consumption, which is the whole point of the video.