Prasophyllum suttonii was first formally described in 1912 by Richard Sanders Rogers and Bertha Rees and the description was published in Proceedings of the Royal Society of Victoria from a specimen collected on Mount Buffalo. The specific epithet (suttonii) honours Charles Stanford Sutton, a medical practitioner, amateur botanist and long-time member of the Field Naturalists Club of Victoria.