Price's 2019 season meant he entered the 2020 World Championship as the second favourite behind van Gerwen. He reached the semi-finals by defeating three-time BDO world champion Glen Durrant, but he was eventually defeated, in a heated encounter 6–3 by Peter Wright, who went on to win the title.