Although weather is just one factor, it can really affect your travel plans, especially when you're planning an extended stay in Randolph. The hottest months are usually July and August, with an average temperature of 22°C, while the coldest months are January and February, with an average of -2°C. The snowiest months in Randolph are January, December, November and February, with each month seeing an average of 16 cm of snowfall.