Plan your trip to the beach with a look at weather throughout the year in Somerset: The hottest months are usually July and August with an average temp of 73°F, while the coldest months are January and February with an average of 36°F. The snowiest months in Somerset are February, January, March, and April, with each month seeing an average of 5 inches of snowfall.