Weather is only one factor, but it can really affect your travel plans, especially when you are planning a longer stay in Golden Lake. The hottest months are usually July and August with an average temp of 64°F, while the coldest months are January and February with an average of 19°F. Average annual precipitation for Golden Lake is 42 inches.