A Look Back at Boise Christmas Weather Through the Years. Boise Christmas weather has given us some fun and sometimes frosty memories over the years, from record highs to bone-chilling lows and some magical snow days. Let’s take a peek at the warmest, coldest, and snowiest Christmas Boise has experienced, according to the National Weather Service, and we will look at the 2024 forecast.