The 2018 bronze medalist Alexander Bolshunov, qualified for the Olympics, but did not start as he focused on distance events. The overall leader of the 2021–22 FIS Cross-Country World Cup before the Olympics, as well as the sprint leader, was Klæbo. He was the 2021 World Champion in individual sprint.