Taking into account the local weather in Seneca Rocks can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 69°F, while the coldest months are January and February with an average of 35°F. The snowiest months in Seneca Rocks are January, December, February, and November, with each month seeing an average of 10 inches of snowfall.