Taking into account the local weather in Oxford Mills 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 February with an average of 24°F. The snowiest months in Oxford Mills are January, February, April, and December, with each month seeing an average of 19 inches of snowfall.