If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in New Auburn: 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 20°F. The snowiest months in New Auburn are March, January, February, and April, with each month seeing an average of 5 inches of snowfall.