Plan your trip to the beach with this snapshot of weather throughout the year in Missoula: The hottest months are usually July and August with an average temp of 64°F, while the coldest months are December and January with an average of 26°F. The snowiest months in Missoula are January, December, February, and October, with each month seeing an average of 6 inches of snowfall.