Though weather is just one factor, it can really affect your travel plans, especially when you're planning an extended stay in Branson. The hottest months are usually July and August with an average temp of 71°F, while the coldest months are January and December with an average of 34°F. The snowiest months in Branson are March, January, December, and February, with each month seeing an average of 13 inches of snowfall.