When you're traveling with pets, keeping tabs on the weather can make the trip safe and fun for everyone. The hottest months are usually July and August with an average temp of 61°F, while the coldest months are February and January with an average of 23°F. The snowiest months in Hungry Horse are January, December, February, and March, with each month seeing an average of 10 inches of snowfall.