Numerous investigations have been conducted every year to demonstrate a strong association between the characteristics of topological chemical formations. These features include melting and boiling points as well as medication toxicity. The topological index is a helpful method for identifying these properties. This study examined several molecular drug architectures, including chain oxides, chain silicate networks, sheet oxide networks, and sheet silicates, using multicriteria decision-making methods, including TOPSIS and SAW. Among the topological indices used in this work are the forgotten topological index, augmented Zagreb index, and Randić index for