If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in Whitehall: The hottest months are usually July and August with an average temp of 67°F, while the coldest months are February and January with an average of 29°F. The snowiest months in Whitehall are January, October, February, and March, with each month seeing an average of 12 inches of snowfall.