You can plan your beach trip with this snapshot of the seasons in Muskegon: The hottest months are usually July and August, with an average temperature of 20°C, while the coldest months are February and January, with an average of -1°C. The snowiest months in Muskegon are January, October, February and March, with each month seeing an average of 30 cm of snowfall.