According to the Köppen climate classification system, Gunnison Butte is located in a Cold semi-arid climate zone, which is defined by the coldest month having an average mean temperature below 32 °F, and at least 50% of the total annual precipitation being received during the spring and summer. This desert climate receives less than of annual rainfall, and snowfall is generally light during the winter. Spring and fall are the most favorable seasons to visit Gunnison Butte.