In December 2014, the club was promoted to Primera B Nacional[3] after beating Sportivo Patria of Formosa by 5–1.

[4][5] The club plays its home games at Estadio Pedro Mutio, which has a capacity of 6,000 people.

[8] In 2014 Atlético Paraná played the Torneo Federal A, the successor of defunct Torneo Argentino A. Atlético Paraná also took part of the 2011–12 Copa Argentina, qualifying to the final stage where the squad lost to Banfield by 2–1.

[9] After defeating Unión de Villa Krause of San Juan by penalty shoot-out, Atlético Paraná qualified to play the Torneo Federal A.

Their most outstanding players in the tournament were Gustavo Vergara, Damian Schvindt, Marcos Minetti, Leonardo Mansilla, Joaquín Clavijo Gerlo and Pablo Stupiski.