One year later, the club left the league and started to play from the lowest divisions.

14 years later, CB Peñas came back to LEB Oro league (second tier) after winning a Liga EBA (champions of the Final Eight played in Palencia), a Copa LEB Plata against CD Huelva Baloncesto (89–67) and being runner-up of the league in the 2009–10 season, beating in the last playoffs series CB Tíjola.

In 2016, Peñas reached the finals of the promotion playoffs, but lost 0–3 in the series to Club Melilla Baloncesto.

During all its history, CB Peñas Huesca had several denominations by sponsorship reasons: Note: Flags indicate national team eligibility at FIBA-sanctioned events.

– Played at least one official international match for his senior national team.