Yes, it's advisable to be cautious about drinking tap water on airplanes. The EPA suggests skipping on hot drinks made with tap water on planes, as the water tanks can be old and full of bacteria. A study in 2004 found that more than 12 percent of water samples from airplanes contained harmful bacteria.