When you travel with your pet, keeping track of the weather can help you make the trip more safe and fun for everyone. The hottest months are usually July and August with an average temp of 68°F, while the coldest months are January and February with an average of 20°F. The snowiest months in Andover are March, February, April, and January, with each month seeing an average of 7 inches of snowfall.