In response to issues such as high water cuts and simultaneous gas-water production during the development of the J58 well block in the Ordos Basin, this study evaluates the influence of various reservoir factors on movable fluids based on pore-throat size classification in tight sandstone reservoirs. This helps to clarify the gas distribution pattern from a microscopic perspective. Taking 10 typical tight sandstone cores from the Shihezi Formation as examples, casting thin section observation, scanning electron microscopy (SEM), X-ray diffraction (XRD), high-pressure mercury intrusion (HPMI), and nuclear magnetic resonance (NMR) experiments were conducted. Using multifractal theory and NMR parameter-based pore-throat distribution transformation methods, the impact of reservoir parameters on the distribution of movable fluids within pore throats of different sizes was assessed. The results show that based on the shape and parameters of mercury intrusion curves, the pore structure can be divided into three types. Type I shows a bimodal distribution of pore-throat sizes, with good physical properties and connectivity; Type II shows an unimodal distribution dominated by medium-sized pores, with good sorting, but due to limited porethroat size, their physical properties are inferior to Type I; Type III have a pore-throat size distribution dominated by nanopores as the main peak and mesopores as the secondary peak, with the strongest heterogeneity in physical properties. According to the turning points in pore-throat size and fractal characteristic curves, the pore throats can be classified into mesopores (0.1~1 μm), micropores (0.01~0.1 μm), and nanopores (0.001~0.01 μm). Movable fluids are mainly found within mesopores and micropores, where the mesopores content plays a decisive role in the volume of movable fluids, while micropores, when in relatively high proportion, also have certain gas storage potential. Nanopores, however, have little impact on movable fluid distribution. The content of brittle minerals mainly affects the amount of movable fluid in mesopores, whereas clay mineral content has a negative impact on movable fluid content across all pore-throat sizes. The porosity contributed by different pore-throat sizes is positively correlated with movable fluid content; however, this correlation decreases as pore-throat size decreases due to the influence of reservoir connectivity. Permeability controls the distribution of movable fluids within pore throats of different sizes. Among pore-throat structure parameters, a higher fractal dimension negatively affects the distribution of movable fluids both overall and within porethroats of different sizes. Owing to the limitations imposed by differing contributions of pore-throat sizes to reservoir properties, the maximum mercury saturation parameter can only be used to characterize the distribution of movable fluids within mesopores.