To compare spatial distributions of radiopaque glass (RG) microspheres, trisacryl gelatin (TAG) microspheres, and polyvinyl alcohol (PVA) foam particles within a planar in vitro microvascular model of the hyperplastic hemiprostate. A microvascular model simulating hyperplastic hemiprostate was perfused with a water-glycerin mixture. A microcatheter was positioned distal to the model's prostatic artery origin and embolic particles (RG: 50 μm, 100 μm, and 150 μm; TAG: 100-300 μm and 300-500 μm; and PVA: 90-180 μm and 180-300 μm) were administered using a syringe pump. Microscopic imaging and subsequent semantic segmentation were performed to quantify particle distributions within the models. Distal penetrations were quantified statistically via modal analysis of the particle distributions. Maximum distal penetration was observed for RG 50, followed by RG 100 and then TAG 100-300 and RG 150. TAG 300-500, PVA 90-180, and PVA 180-300 particles exhibited the lowest distal penetrations. The distal penetration metrics between groups were significantly different (p < 0.05) except between TAG 100-300 and RG 150 and between PVA 90-180 and PVA 180-300. Comparing the spatial distributions of embolic particles in an in vitro microvascular model simulating the hyperplastic hemiprostate revealed that noncompressible particles and those with narrower size calibrations and smaller relative diameters exhibited higher degrees of distal packing. The embolization front was less distinct for particles with wider size calibrations, which resulted in smaller, more distal emboli along with larger, more proximal emboli. PVA and TAG 300-500 particles both exhibited relatively low overall distal penetration.