If you’re looking forward to lots of outings with your partner, check out these details about year-round temperatures in Pleasant Bay: The hottest months are usually August and July with an average temp of 60°F, while the coldest months are February and January with an average of 25°F. The snowiest months in Pleasant Bay are February, January, April, and March, with each month seeing an average of 69 inches of snowfall.