You can plan your beach trip with this snapshot of the seasons in Penticton: The hottest months are usually July and August with an average temp of 64°F, while the coldest months are December and February with an average of 27°F. The snowiest months in Penticton are January, February, March, and December, with each month seeing an average of 7 inches of snowfall.