We present a comprehensive investigation of the structural, electronic, mechanical, and optical properties of four promising candidates, namely Au 2 Cs 2 I 6 , Ag 2 GeBaS 4 , Ag 2 ZnSnS 4 , and AgCuPO 4 , for application in photovoltaic devices based on intermediate band (IB) cells. We perform accurate density functional theory calculations by employing the hybrid functional of Heyd, Scuseria, and Erhzerhof (HSE06). Calculations reveal that IBs are present in all proposed compounds at unoccupied states in the range of 0.34-2.19 eV from the Fermi level. The structural and mechanical stability of these four materials are also systematically investigated. Additional peaks are present in the optical spectra of these compounds, as characterised by a broadened energy range and high intensity for light absorption. Our findings, as reported in this work, may provide a substantial breakthrough on the understanding of these materials, and thus help the design of more efficient IB solar devices.We discussed the current research works for quantum-dot IB and bulk IB solar cells in the previous work [1], and we reported the achievement of quantum-dot and bulk-based IB material in the previous work. Currently, researchers are taking up more challenges to attain the theoretical efficiencies of 63.2% for IB solar cells.An IB can be obtained through the appropriate doping of bulk host semiconductors [15]. In a previous work [1], we presented a detailed study of the electronic band structures of a large number (2100) of novel bulk compounds to identify promising candidates for IB solar cells. For the initial screening of IB compounds, we employed general gradient approximation with Hubbard parameter (GGA + U), which demands less computing resource compared to other more accurate methods. Based on these calculations, we found only 17 compounds to have IBs among the 2100 bulk materials. These were characterised by calculating the band structure and the associated density of electronic states, as well as the effective masses of electrons [1].In this work, we employ a more accurate method, namely, the screened-exchange hybrid density functional proposed by Heyd, Scuseria, and Ernzerhof (HSE06), for calculating the band structure and the density of states to identify the best candidates among the 17 candidates reported in [1] based on GGA + U approximation. The band structure of these materials showed a more substantial bandgap compared to the previous density functional theory (DFT) results within the GGA + U scheme. An optimal bandgap is of importance in selecting the materials for solar cell applications. Although higher bandgaps give a high open-circuit voltage, they give less short-circuit current, affecting the efficiency of the cell. Considering this, we analysed 17 indirect bandgap materials, and found out that only four materials, namely, Au 2 Cs 2 I 6 , Ag 2 GeBaS 4 , Ag 2 ZnSnS 4 , and AgCuPO 4 had a total bandgap less than 4 eV.Here, we present an in-depth analysis of Au 2 Cs 2 I 6 , Ag 2 GeBaS 4 , Ag 2 ZnSnS 4 , and AgCuPO ...