If you’re hoping to get lost in the rain on your romantic getaway, check out these details about year-round temperatures in Cashmere: The hottest months are usually July and August with an average temp of 65°F, while the coldest months are December and January with an average of 31°F. The snowiest months in Cashmere are January, December, February, and March, with each month seeing an average of 6 inches of snowfall.