Spin glass transition in AuFe, CuMn, AuMn, AgMn and AuCr systems

•Simple Monte Carlo Model can predict the spin glass transition temperature.•Spin-glass model needs to be 3 dimensional with the full RKKY Hamiltonian.•The RKKY long range interaction leads to the spin-glass condition.•The Overall Energy of the system reduces when distant next-neighbors are considered.•Prediction of the spin glass freezing temperature without adjustable parameters.