Ribonucleotide reductase (RNR, E.C. 1.17.4.1), which is composed of two dissimilar proteins (subunits), often referred as R1 (containing polythiols) and R2 (containing non-heme iron and a free tyrosyl radical), which contribute to the role played by the enzyme. RNRs are one of the important targets in anticancer and antiviral drug development and many RNR inhibitors have been discovered at the end of the 20(th) century; many of them are already in clinical use. Triapine (3-AP) is one of the important RNR inhibitors belonging to the class of thiosemicarbazone derivatives, used in the treatment of various cancers. The structure activity relationship (SAR) studies on the investigated RNR inhibitors showed that the nitrogen atom in the pyridine (or other heterocycles) forms coordination complexes with the metal ions along with the imine, oxo and thio atoms of the thiosemicarbazone or semicarbazone pharmacophores. The computational analyses results in the adenine and purine derivatives suggest that the nitrogen atoms in the adenine rings make several hydrogen bonds with the water molecules present in the active site, as well as Gly249 and Glu288 residues. The OH group in third position of the sugar moiety interacts with the Ser217 (C=O) and the water molecules through hydrogen bonds. The aromatic rings in the molecules interact with the tyrosine residues. The thiosemicarbazone or semicarbazone derivatives explain that the flexibility and polar properties in the thiosemicarbazone or semicarbazone pharmacophoric regions allow the molecules to coordinate with the metal ion (especially iron) present in the RNR enzymes. This review concluded that RNR inhibitors composed of different fragments such as aryl, heteroaryl, sugar moiety, polar groups, flexible bonds, etc which are required for the binding of the molecules to the RNR enzymes. Further, the fragmental analysis of the RNR inhibitors on different toxicological and metabolic targets can provide significant novel molecules with acceptable pharmacokinetic properties.