Air mattresses deflate overnight because of their design, the temperature and the pressure put on the mattress. No air mattress is airtight. Your air mattress must have a bit of room to breathe, and you will lose a small amount of air just by laying down. ... Cold temperatures cause the air inside the mattress to condense.