You can plan your beach trip with this snapshot of weather throughout the year in Golden: 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.