Taking into account the local weather in Furnace 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 56°F, while the coldest months are February and January with an average of 41°F. The rainiest months in Furnace are October, December, November, and January, with each month seeing an average of 7 inches of rainfall.