Wastewater-based epidemiology was implemented in the Olympic and Paralympic Village to better understand COVID-19 incidence. SARS-CoV-2 RNA was detected in a number of wastewater samples even when no positive individual was identified in the corresponding areas. Wastewater-based epidemiology can be a useful tool to control infections at mass gatherings.