Plan your trip to the beach with this snapshot of weather throughout the year in Rensselaer: The hottest months are usually July and August with an average temp of 67°F, while the coldest months are January and February with an average of 28°F. The snowiest months in Rensselaer are January, March, December, and April, with each month seeing an average of 7 inches of snowfall.