In the 2021 season, Sosa helped Olimpia to the 2021 Copa Paraguay trophy, scoring 2 goals in the competition, including the winner in a 3–2 win against Club Cristobal in the round of 32., as well as winning the Supercopa against bitter rivals Cerro Porteño, although he was an unused substitute in a 3–1 win.
