You can plan your beach trip with this snapshot of weather throughout the year in Prior Lake: The hottest months are usually July and August with an average temp of 69°F, while the coldest months are January and February with an average of 22°F. The snowiest months in Prior Lake are March, February, January, and October, with each month seeing an average of 6 inches of snowfall.