I have had problems with non-contact testers in the past. I found that if I clipped it inside the top of my t-shirt during the summer, by noon it would fail to work. Leave it out overnight and the next day it was fine.
My conclusion was that they don't like heat and humidity. Be careful and check yours on a known live circuit.