The present invention discloses a production method of glove leather, including: stirring dimethylformamide and color paste uniformly, filtering and standing by; stirring the mixture, dimethylformamide, a foam adjustment aid and a silicone surfactant; then adding yellowing resistance polyurethane resin, stirring at the temperature of 20-40 DEG C, defoaming, filtering, standing and defoaming; immersing and ironing four-way stretch knit fabric, controlling the moisture content of the fabric at 20-30%, coating the slurry on the four-way stretch knit fabric, solidifying to form film, washing, drying, and styling; heating an embossing roller to 180-250 DEG C to emboss the product, cooling and styling; and finally loading and embellishing by an anilox roller, and drying to get the end product. The gloves made of the product produced by the invention have an anti-skidding effect with human hands due to the elastic force, give a soft and comfortable feel, and have good waterproof and ventilate functions. After embellish processing, the glove leather surface is beautiful.