You can plan your beach trip with this snapshot of the seasons in Stateline: The hottest months are usually July and August with an average temp of 59°F, while the coldest months are February and December with an average of 29°F. The snowiest months in Stateline are March, February, January, and December, with each month seeing an average of 29 inches of snowfall.