You can plan your beach trip with this snapshot of weather throughout the year in Gloucester: 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 1°C. The snowiest months in Gloucester are January, February, December and March, with each month seeing an average of 14 cm of snowfall.