If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in Branch: The hottest months are usually August and July with an average temp of 65°F, while the coldest months are February and January with an average of 29°F. The snowiest months in Branch are January, March, November, and December, with each month seeing an average of 9 inches of snowfall.