If you’re looking forward to lots of outings with your partner, check out these details about year-round temperatures in Blue Hill: The hottest months are usually July and August with an average temp of 63°F, while the coldest months are January and February with an average of 28°F. The snowiest months in Blue Hill are January, April, December, and March, with each month seeing an average of 8 inches of snowfall.