Taking the local weather in Clearwater into account can help you maximise your time at the pool during your trip. The hottest months are usually August and July, with an average temperature of 19°C, while the coldest months are December and January, with an average of 0°C. The snowiest months in Clearwater are January, December, April and March, with each month seeing an average of 13 cm of snowfall.