February in Penticton is the cloudiest month of the year. In February, the weather in Penticton is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Penticton has 18 cloudy, 7 snowy, 2 partly cloudy, 1 rainy, and 1 sunny day in February. The snowfalls are usually light.