Based on the Köppen climate classification, Cave Mountain is located in a subarctic climate zone with cold, snowy winters, and mild summers. Winter temperatures can drop below −20 °C with wind chill factors below −30 °C. The months of July through September offer the most favorable weather for climbing this peak.