Taking into account the local weather in Chester 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 65°F, while the coldest months are January and December with an average of 23°F. The snowiest months in Chester are January, February, March, and December, with each month seeing an average of 12 inches of snowfall.