The bonding situation in four classes of compounds is analyzed with modern charge and energy decomposition methods. The nature of the bonding in the diatomic species H
2
, N
2
, CO, and BF is investigated with the energy decomposition analysis (EDA). The electronic structure of the heavy‐atom homologs of acetylene HEEH (E = SiPb) is investigated with the help of an orbital analysis and EDA calculations. Metal–ligand bonding in isoelectronic metal hexacarbonyls TM(CO)
6
q
(TM
q
= Hf
2−
, Ta
−
, W, Re
+
, Os
2+
, Ir
3+
) is the subject of a detailed EDA study. The bonding situation in the unusual 12‐fold coordinated transition‐metal compound [Mo(ZnH)
12
] is analyzed with the AIM (atoms in molecules), EDA, and MO methods. The results of the electronic structure analyses build a bridge between the heuristic bonding models, which are ubiquitously used in inorganic chemistry and accurate quantum chemical calculations.