He subsequently qualified for the 2017 PDC World Darts Championship at Alexandra Palace by beating Scott Taylor at the PDPA Qualifier in Wigan, but lost 2-1 in sets to Austria's Zoran Lerchbacher in the preliminary round. Stevenson qualified for the 2017 World Series of Darts Finals by defeating Andy Jenkins 5-4 in their deciding match. He defeated Jan Dekker 6-3 in the first round before losing 6-5 to James Wade.