Taking into account the local weather in Lake St. Peter 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 62°F, while the coldest months are January and February with an average of 18°F. The snowiest months in Lake St. Peter are February, January, April, and December, with each month seeing an average of 34 inches of snowfall.