In the 2006 season, the Canallas displayed competitive resolve in the Argentine tournaments under managers Leonardo Astrada and Néstor Gorosito. The Auriazules delivered memorable performances, including a hard-fought 2-2 draw against Independiente with a standout goal from Paulo Wanchope, and a clear 1-0 victory against Gimnasia y Esgrima La Plata. Relying on their solid foundation, the squad maintained an efficient defensive home presence, keeping clean sheets in 32% of their matches.