If you’re looking forward to lots of outings with your partner, check out these details about year-round temperatures in Clearwater: 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 19°F. The snowiest months in Clearwater are February, January, March, and December, with each month seeing an average of 75 inches of snowfall.