How are you testing them? I believe that it is the main unit itself and not the probe that measures humidity. So placing the probe in water is not going to reflect on the humidity, And I would definitely suggest not to put the unit itself in water because I have had one that got really wet and then stopped working, and it hadn't been submerged, just sprayed when I went to mist my tank one time.