The invention provides an inorganic nanomaterial toughened HDPE (high-density polyethylene) double-wall corrugated pipe composite masterbatch and a preparation method thereof. The masterbatch comprises 100 parts of nano calcium carbonate, 6-12 parts of nano titanium dioxide, 5-8 parts of PP (polypropylene) wax, 12-18 parts of HDPE and 6-10 parts of UHMW-PE6 (ultrahigh molecular weight polyethylene-polyethylene 6). According to the technical scheme, preheating drying is implemented, the nano calcium carbonate and rutile nano titanium dioxide are too large in specific surface areas, and thus powder artesian change can be caused. Maleic anhydride grafted HDPE and UHMW-PE are wrapped by nano powder, and preheating drying is a mode of technical innovation of nano calcium carbonate and rutile nanometer titanium dioxide. A conventional mechanical mode that external heat or friction heat of a stirrer and an internal mixer is conducted through convection or conduction, the time is long, the energy consumption is high,, the yield is low, and serious dust pollution can be caused. Most importantly, material moisture cannot be completely dried out, material heat is not uniform, and a material can be coked inside and unripe inside. By adopting the masterbatch, techniques of toughening and rigidity reduction of organic materials are effectively solved, the cost can be reduced, and materials are all localized.