Taking into account the local weather in Long Valley Junction 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 61°F, while the coldest months are January and December with an average of 24°F. The snowiest months in Long Valley Junction are February, January, March, and December, with each month seeing an average of 14 inches of snowfall.