But Fernandes felt that after a shaky start Rangers were the better side, and reckons they are very close to collecting their maiden win.
He said: "At one stage, when we looked like we're going to lose at half-time, I thought we had played awfully. We didn't look as though we were competing and then in the second half we were quite a different team.
"I think our midfield were not used to the kind Reading play and they played us off the park initially, but we came back strongly and I thought we deserved the win. We're just missing that last minute bit."