Planning for the weather is a good way to make your trip to Golden relaxing and enjoyable, especially when you’re splurging. The hottest months are usually July and August with an average temp of 57°F, while the coldest months are December and February with an average of 18°F. The snowiest months in Golden are January, February, April, and November, with each month seeing an average of 124 inches of snowfall.