The Gunners face CSKA Moscow on Monday in the quarterfinals.
Gnabry believes there is no reason why the side cannot continue their progress in the competition.
"Of course we can go all the way. We're playing against teams from across Europe and they are good teams," Gnabry said.
"We have to respect them. But we are Arsenal Football Club so we should be aiming to go as far as we can."