Plan your trip to the beach with a look at weather throughout the year in Buffalo: The hottest months are usually July and August with an average temp of 68°F, while the coldest months are February and January with an average of 30°F. The snowiest months in Buffalo are January, March, February, and December, with each month seeing an average of 17 inches of snowfall.