Taking the local weather in Granville into account can help you maximise your time at the pool during your trip. The hottest months are usually July and August, with an average temperature of 19°C, while the coldest months are January and February, with an average of -4°C. The snowiest months in Granville are January, March, November and December, with each month seeing an average of 33 cm of snowfall.