If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in Monte Vista: The hottest months are usually July and August with an average temp of 61°F, while the coldest months are January and February with an average of 23°F. The snowiest months in Monte Vista are March, January, February, and November, with each month seeing an average of 11 inches of snowfall.