At the 2020 Summer Olympics in Tokyo, Japan, Fratus qualified for his third Olympic final in the men's 50 metre freestyle with a time of 21.60 in the semifinals on 31 July 2021. This semifinal swim of 21.60 marked his 90th time swimming the 50 metre freestyle in less than 22 seconds, making him the first swimmer in history to do so.