We have employed both Z-vector method and the expectation value approach in the relativistic coupled-cluster framework to calculate the scalar-pseudoscalar (S-PS) P, T -odd interaction constant (Ws) and the effective electric field (E eff ) experienced by the unpaired electron in the ground electronic state of RaF. Further, the magnetic hyperfine structure constants of 223 Ra in RaF and 223 Ra + are also calculated and compared with the experimental values wherever available to judge the extent of accuracy obtained in the employed methods. The outcome of our study reveals that the Z-vector method is superior than the expectation value approach in terms of accuracy obtained for the calculation of ground state property. The Z-vector calculation shows that RaF has a high E eff (52.5 GV/cm) and Ws (141.2 kHz) which makes it a potential candidate for the eEDM experiment.