Plan your trip to the beach with this snapshot of year-round temperatures in Ithaca: The hottest months are usually July and August with an average temp of 66°F, while the coldest months are January and February with an average of 28°F. The snowiest months in Ithaca are January, March, December, and February, with each month seeing an average of 10 inches of snowfall.