Based on the Köppen climate classification, Mount Bogart is located in a subarctic climate with cold, snowy winters, and mild summers. Temperatures can drop below −20 °C with wind chill factors below −30 °C. Precipitation runoff from the mountain drains east into the Kananaskis River and west into Spray Lakes Reservoir which both empty to the Bow River.