Taking into account the local weather in Dumfries 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 63°F, while the coldest months are January and February with an average of 23°F. The snowiest months in Dumfries are March, January, April, and October, with each month seeing an average of 11 inches of snowfall.