When you travel with your pet, keeping track of the weather can make the trip safe and fun for everyone. The hottest months are usually July and August with an average temp of 67°F, while the coldest months are February and January with an average of 27°F. The snowiest months in Bolton are January, March, December, and February, with each month seeing an average of 6 inches of snowfall.