Stevenson was born in Phelps, New York, USA in 1826. In 1859 he came to Nevada, where he worked in mining, milling, and agriculture. He was later elected to Nevada Senate representing Storey County. He served three terms in the Senate. Later he was elected Regent of the University of Nevada, serving 11 years.