Hydrogen storage is crucial in the shift toward a carbon‐neutral society, where hydrogen serves as a pivotal renewable energy source. Utilizing porous materials can provide an efficient hydrogen storage solution, reducing tank pressures to manageable levels and circumventing the energy‐intensive and costly current technological infrastructure. Herein, we report two highly porous aromatic frameworks (PAFs), C‐PAF and Si‐PAF, prepared through a Yamamoto C‐C coupling reaction between trigonal prismatic monomers. These PAFs exhibited large pore volumes and BET areas, 3.93 cm3 g−1 and 4857 m2 g−1 for C‐PAF, and 3.80 cm3 g−1 and 6099 m2 g−1 for Si‐PAF, respectively. Si‐PAF exhibited a record‐high gravimetric hydrogen delivery capacity of 17.01 wt% and a superior volumetric capacity of 46.5 g L−1 under pressure‐temperature swing adsorption conditions (77 K, 100 bar → 160 K, 5 bar), outperforming benchmark hydrogens storage materials. By virtue of the robust C‐C covalent bond, both PAFs showed impressive structural stabilities in harsh environments and unprecedented long‐term durability. Computational modeling methods were employed to simulate and investigate the structural and adsorption properties of the PAFs. These results demonstrate that C‐PAF and Si‐PAF are promising materials for efficient hydrogen storage.This article is protected by copyright. All rights reserved