This paper reports the impact of cross-diffusion on persistently moving a thin needle in a radiative hydromagnetic nanofluid flow. To validate the deviation in a border layer, we measured the flow features of two fluids such as methanol-magnetite and methanol. The converted ODEs are explicated by R-K centered shooting scheme. The consequences of extreme parameters on the existing profiles are depicted via graphs and numerical outcomes of tables. The study experiences that the velocity and temperature functions decrease with enhancing the needle size. The hypothesis of Soret and Dufour subjective to improve the thermal field, but it reduces the concentration. Further, it is noticed that the flow deterioration and strengthening of the thermal field have been perceived by the powers of Lorentz properties. The methanol-magnetite based nanofluid has higher thermal conductivity associated with methanol.