You can plan your beach trip with this snapshot of weather throughout the year in Stanhope: The hottest months are usually July and August with an average temp of 70°F, while the coldest months are January and February with an average of 33°F. The snowiest months in Stanhope are January, February, March, and April, with each month seeing an average of 6 inches of snowfall.