Based on the Köppen climate classification, Mount Mather is located in a subarctic climate zone with long, 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 into the Tanana River drainage basin. The months May through June offer the most favorable weather for climbing or viewing.