If you’re looking forward to lots of outings with your partner, check out these details about year-round temperatures in Andover: The hottest months are usually July and August with an average temp of 70°F, while the coldest months are January and February with an average of 33°F. The snowiest months in Andover are January, February, March, and April, with each month seeing an average of 7 inches of snowfall.