Taking into account the local weather in Pell Lake 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 68°F, while the coldest months are January and February with an average of 27°F. Average annual precipitation for Pell Lake is 41 inches.