Cortinarius olsoniae is in Subgenus Telamonia Section Bicolores. This species was named for Joann Olson, a Cortinarius enthusiast from Humboldt County, California, who first collected this species. It was given the provisional name of Cortinarius 'winter blues' in Mushrooms of the Redwood Coast (2016)