In their 1963 monograph of the Hygrophorus of North America, American mycologists Lexemuel Ray Hesler and Alexander H. Smith classified H. agathosmus in the subsection Camarophylli, a grouping of related species characterized by a dry stem, and the absence of a gelatinous outer veil.