FeSb 2 exhibits ac olossalS eebeck coefficient (S) and ar ecord-breaking high thermoelectric powerf actor.I t also has an atypical shift from diamagnetism to paramagnetism with increasing temperature, and the fine detailso fi ts electronc orrelation effects have been widely discussed. The extraordinary physicalp roperties must be rooted in the nature of the chemical bonding, and indeed,t he chemical bondingi nt his archetypical marcasite structure has been heavily debatedo natheoretical basis since the 1960s. The two prevalent modelsf or describing the bonding interactions in FeSb 2 are based on either ligand-field stabilization of Fe or an etwork structure of Sb hosting Fe ions. However, neitherm odel can account for the observed properties of FeSb 2 .H erein,a ne xperimental electron density study is reported, whichi sb ased on analysis of synchrotron X-ray diffraction datam easured at 15 Ko naminute single crystal to limit systematic errors. The analysisi ss upplemented with density functional theory calculations in the experimental geometry.T he experimental data are at variance with both the additional single-electron SbÀSb bond implied by the covalentm odel,a nd the large formal chargea nd expected d-orbital splitting advocated by the ionic model.T he structure is best describeda sa ne xtended covalent network in agreement with expectationsb ased on electronegativity differences.