The invention provides a gradient nano composite ceramic cutting tool material and a preparation method thereof, pertaining to the technical field of ceramic cutting tool materials. The cutting tool material has a symmetrical gradient layered structure, with the layer number of 3 or 5; according to volume percentage, the components of all the layers are 69 percent to 39 percent of AI2O3, 30 percent to 60 percent of micro TiCN, and 1 percent of micro MgO, micro Y2O3 and micro NiO; the layers which are symmetrical relative to the central layer have the same content of the components, and the thickness is symmetrically distributed, wherein, the AI2O3 of two surface layers is the mixture of nano AI2O3 and micro AI2O3, the volume content of the nano AI2O3 takes up 10 percent to 30 percent of the total AI2O3 volume content of the layer, and the AI2O3 of all the other layers is micro AI2O3; the TiCN content of each layer steadily increases layer by layer by 10 percent from the central layer to the outer layers, and the AI2O3 content steadily decreases layer by layer by 10 percent from the central layer to the outer layers. Powder layered filling in a laying way and hot pressed sintering technologies are adopted to prepare the material. The cutting tool material is characterized by uniform grain size distribution, high hardness, high bending strength, and good fracture toughness property and thermal shock resistance.