This paper enfolds a detail analysis for two kinds of two-level variational multiscale method for the natural convection problem. Firstly, from the finite element variational multiscale (VMS) method based on two local Gauss integrations (LG-VMS method), the two-level LG-VMS (TLG-VMS) method is propo