Taking into account the local weather in Moose Pass can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 50°F, while the coldest months are January and December with an average of 18°F. The snowiest months in Moose Pass are December, January, February, and March, with each month seeing an average of 62 inches of snowfall.