On 17 March 2018, Duro made his La Liga debut in a 2–1 win at Real Sociedad, as a last-minute replacement for Jorge Molina. The following 29 January, in the cup quarter-finals against Valencia CF, he accidentally blocked a goal-bound shot by Molina as Getafe led on away goals in added time; twelve seconds after the ball ricocheted off his back, opponent Rodrigo scored the winning goal. Valencia's fans and players then turned the television commentary "Tocó en Hugo Duro" (It hit Hugo Duro) into a motto as they went on to win the cup, receiving a complaint from the player's agent.
