High-elasticity abrasion-resistant ball leather comprises a leather base layer, a coating agent and a slide stopping and unsmoothness improving film layer, wherein the leather base layer is coated with the coating agent; the leather base layer is non-woven fabric covered with slurry, cotton blending is carried out on polyester fiber and nylon fiber cotton carding, and then the non-woven fabric is prepared through cotton lapping, needling and shaping; the coating agent is prepared from acid grain black, pupa casein, dioctyl isophthalate, ethyl citrate, paraben, borax, ammonia water, water, carbon black, highalcohol benzoate, dimethyl para-amino octyl benzoate, zinc dialkyl dithiophosphate, vinyl trimethoxy silane, polyvinyl alcohol and sodium pyrophosphate; the slide stopping and unsmoothness improving film layer is prepared from waterborne polyurethane resin, dimethylformamide, pigment with the particle size smaller than 10 micrometers, titanium dioxide, polyacrylate, organic silicone elastomer, Al(OH)3, 2-methyl-5-nitroimidazole-1-ethanol, (1-naphthyl)-N-methyl carbamate.