Yeah, so mine does the spins too, it's kind of amusing. If I press it against the glass rim it doesn't move. Cap has been adjusted with the tool to fit snugly enough not to fall off, but loosely enough to come off with a magnet. I think it's just a quirk of the polished ceramic being a slick...