Weather is probably a major factor when you plan your trip to Lake Harmony, and keep in mind that cheaper options are usually available when the weather isn't as good. The hottest months are usually July and August with an average temp of 67°F, while the coldest months are January and February with an average of 30°F. The snowiest months in Lake Harmony are January, February, December, and March, with each month seeing an average of 12 inches of snowfall.