Gilles/Poirier began the 2022 Winter Olympics as the Canadian entries in the rhythm dance segment of the Olympic team event. Both lost a level on their twizzles and, as a result, unexpectedly finished fourth behind Italians Guignard/Fabbri, taking seven points for the Canadian team. Theirs was the highest placement for Canada on the first day of competition, which was notably missing Canadian men's champion Keegan Messing due to COVID-19 rules. They also skated the free dance segment, finishing third, while Team Canada came fourth overall. Days later in the dance event, Gilles/Poirier placed sixth in the rhythm dance, with their 83.52 score below their season's best due to Gilles' twizzle bobble. In the free dance, Gilles was unable to get into proper position in the first part of their combination lift, resulting in them placing seventh in that segment and dropping to seventh overall. She said after that it "wasn’t the skate that we wanted. And you know, it's definitely hard."
