AbstractBased on variations in steric and electronic substituents in the N‐aryl unit, a set of five 2‐[1‐(arylimino)ethyl]‐6‐[1‐(2‐benzhydryl‐4‐nitro‐6‐methoxyphenylimino)ethyl]pyridyliron dichloride complexes (where aryl=2,6‐dimethylphenyl (Fe‐Me2), 2,6‐diethylphenyl (Fe‐Et2), 2,6‐diisopropyl (Fe‐iPr2), 2,4,6‐trimethylphenyl (Fe‐Me3), 2,6‐diethyl‐4‐methylphenyl (Fe‐Et2Me)) were synthesized and investigated for ethylene polymerization. Their structures and compositions were confirmed by FTIR, elemental analysis, and X‐ray diffraction analysis (Fe‐Et2 and Fe‐iPr2), revealing a distorted square pyramidal geometry around the iron center. When activated in situ with MAO or MMAO, these iron complexes acted as highly active precatalysts, achieving activity levels up to 29.0×106 gPE molFe−1 h−1 for a 5‐min reaction at 60 °C. A notable characteristic of these precatalysts is their high thermal stability, maintaining significant activity (2.0×106 gPE molFe−1 h−1) at temperatures up to 100 °C. Importantly, the incorporation of strong electron‐withdrawing groups in the ligand structure favored the production of polyethylene with high molecular weights (up to 407.5 kg mol−1) across various reaction conditions, surpassing those of most previously reported iron complexes. Moreover, less hindered iron precatalysts showed higher activity compared to more hindered ones. However, the trend reversed when comparing the molecular weight of obtained polyethylene: more sterically hindered precatalysts yielded higher molecular weight polymers. The molecular weight distributions ranged from monomodal to bimodal with broad dispersity. DSC thermograms and 1H/13C NMR spectra of the polyethylene confirmed its highly linear microstructure, evidenced by sharp endothermic peaks and pronounced singlets for the −(CH2)n− repeating units.