Taking into account the local weather in Calais 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 25°F. The snowiest months in Calais are January, February, December, and March, with each month seeing an average of 15 inches of snowfall.