Taking into account the local weather in Point of Rocks can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 66°F, while the coldest months are January and December with an average of 20°F. The snowiest months in Point of Rocks are March, January, February, and April, with each month seeing an average of 11 inches of snowfall.