The Argentine international had been linked with Liverpool in recent weeks, however a deal which would have seen Reds duo, El Zhar and Leto go to Racing on loan and Garay coming to Anfield, fell through.
After Liverpool's failed attempt at signing the La Liga star, it is thought that Spurs boss Juande Ramos is set to swoop in for the defender in a possible deal worth about £10 million.