Based on the Köppen climate classification, Watermelon Peak is located in a subarctic climate zone with cold, snowy winters, and mild summers. Temperatures can drop below −20 °C with wind chill factors below −30 °C. Precipitation runoff from Watermelon Peak drains into the Bow River and Siffleur River which are both tributaries of the Saskatchewan River.