Dry cat food can sit out for a maximum of 4 hours in temperatures above 50 °F. In lower temperatures, 40 to 50 °F, dry cat food can sit out for 5 to 7 hours. As a rule of thumb, any cat food that stays out for more than 10 hours should be thrown out.