Taking into account the local weather in Stillwater can help you maximize your time at the pool during your trip. The hottest months are usually August and July with an average temp of 63°F, while the coldest months are February and January with an average of 26°F. The snowiest months in Stillwater are February, January, December, and October, with each month seeing an average of 34 inches of snowfall.