The Albion Mountains are a mountain range in the U.S. states of Idaho and Utah, spanning Cassia County, Idaho and barely reaching into Box Elder County, Utah. The highest point in the range is Cache Peak at 10,339 feet, and the range is a part of the Basin and Range Province. Most of the mountains are part of the Albion Division of the Minidoka …The Albion Mountains are a mountain range in the U.S. states of Idaho and Utah, spanning Cassia County, Idaho and barely reaching into Box Elder County, Utah. The highest point in the range is Cache Peak at 10,339 feet, and the range is a part of the Basin and Range Province. Most of the mountains are part of the Albion Division of the Minidoka Ranger District of Sawtooth National Forest.