Taking into account the local weather in Chelan Falls is an important factor for planning your visit, especially if you plan to spend your trip poolside. The hottest months are usually July and August with an average temp of 66°F, while the coldest months are December and January with an average of 29°F. Average annual precipitation for Chelan Falls is 14 inches.