If you’re looking forward to lots of outings with your partner, check out these details about year-round temperatures in West Olive: The hottest months are usually July and August with an average temp of 68°F, while the coldest months are February and January with an average of 30°F. The snowiest months in West Olive are January, March, November, and February, with each month seeing an average of 12 inches of snowfall.