If you’re hoping to get lost in the rain on your romantic getaway, take a look at these details about year-round temperatures in Golden: The hottest months are usually July and August, with an average temperature of 14°C, while the coldest months are December and February, with an average of -8°C. The snowiest months in Golden are January, February, April and November, with each month seeing an average of 315 cm of snowfall.