You can plan your beach trip with a look at the seasons in Bethlehem: The hottest months are usually July and August, with an average temperature of 21°C, while the coldest months are January and February, with an average of 1°C. The snowiest months in Bethlehem are February, January, March and April, with each month seeing an average of 16 cm of snowfall.