[Objective] The influencing mechanisms of synergistic improvement by biochar and potassium polyacrylate on the water characteristics of coal gangue in alpine mining areas were investigated, in order to enhance its water-holding and moisture conservation capacity and inhibit water loss via evaporation. [Methods] A laboratory soil column simulation experiment was conducted with different mass fractions of biochar (1.1%, 4.3%) and potassium polyacrylate (0.12%, 0.22%, 0.32%) in combined application (six treatments in total), along with a control (CK). The one-dimensional constant-head vertical infiltration method, continuous weighing method, and cutting-ring method were employed to determine the infiltration characteristics, evaporation process, and key water-holding parameters (saturated water content, capillary water-holding capacity, and field capacity) of the coal gangue matrix. [Results] The saturated water content of all treatments increased by 7.88% to 33.35% compared with CK. The addition of potassium polyacrylate significantly inhibited the transport distance of the wetting front, initial infiltration rate, average infiltration rate, and cumulative infiltration volume (p<0.01). The multi-level pore adsorption of biochar, combined with the swelling and resistance-enhancing effect of potassium polyacrylate, jointly formed a ‘slow infiltration-strong water retention’ mode. This mode effectively inhibited rapid water infiltration and enhanced the capture and storage efficiency of water (e.g., freeze-thaw water) in the root zone. The Kostiakov model could accurately characterize the infiltration patterns of the amended matrix (R²>0.916, RMSE<0.159). Treatments with high amendment rates (e.g., B4P3) showed significant evaporation inhibition effectiveness, achieving a maximum reduction of 19.88% in cumulative evaporation loss rate compared to CK, while maintaining higher residual water content. Under a bulk density of 1.41 g/cm3, considering water-holding characteristics, infiltration characteristics, and evaporation inhibition performance, the optimal amendment ratio of the coal gangue matrix was achieved in the B4P3treatment group, with a biochar mass fraction of 4.3% and a potassium polyacrylate mass fraction of 0.32%. [Conclusion] The B4P3 treatment significantly enhances the water-holding capacity and evaporation inhibition ability of coal gangue in alpine mining areas. The Kostiakov model demonstrates the best fit for the water infiltration process across all treatment groups.