If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in Bay Harbor: The hottest months are usually August and July with an average temp of 64°F, while the coldest months are February and January with an average of 25°F. The snowiest months in Bay Harbor are January, November, December, and March, with each month seeing an average of 18 inches of snowfall.