Although azapentacenes have been widely demonstrated as promising candidates for n‐type organic semiconductor devices, the exploration of larger azaacenes is still a challenge. In particular, theoretical studies on the electronic structures of larger azaacenes and the influence of N substitution on the ground states are still rare. Herein, we reported our investigation on the electronic ground‐state characters of larger azaacenes through density functional theory (DFT) calculations. Our results indicated that larger azaacenes (fused aromatic rings larger than 6) would show open‐shell singlet biradical characters and the introduction of more N atoms into the backbone of large acenes could favor their closed‐shell ground states. Interestingly, azahexacenes with three or more N atoms (compounds N64–N68) and azaheptacenes (compound N74) with fourteen N atoms displayed closed‐shell singlet ground states compared with the open‐shell singlet diradical ground states for larger acenes. Our theoretical studies may guide the design and synthesis of larger azaacenes, which are the promising n‐type organic semiconducting materials.