Reich's director of football Michael Gaswirth said: "We came up against a very strong Leeds team but the scoreline didn't reflect our performance. We were down on numbers but put up a real fight.
"We are disappointed to be in mid-table but it's about us getting some consistency now to move up."
While Leeds have loftier ambitions, Gaswirth is targeting success in the three cup competitions in 2016.
He said: "We believe we can give anyone a game. And while we will continue to give our all in the league, we will be targeting the cup competitions.
"We are in the semi-final of the Harold Feldman Trophy against Maccabi Manchester Blue so we must fancy our chances."