The chemoselective reduction of commercial‐grade aldehydes (97–99 %) to primary alcohols is achieved with cis‐[RuCl2(ampy)(PP)] [ampy=2‐(aminomethyl)pyridine; PP=1,4‐bis(diphenylphosphino)butane, 1,1′‐ferrocenediyl‐bis(diphenylphosphine)] and pincer [RuCl(CNNR)(PP)] [PP=1,3‐bis(diphenylphosphino)propane, 1,4‐bis(diphenylphosphino)butane, 1,1′‐ferrocenediyl‐bis(diphenylphosphine); HCNNR=4‐substituted‐2‐aminomethyl‐benzo[h]quinoline; R=Me, Ph] complexes by transfer hydrogenation and hydrogenation reactions. Aromatic, conjugated, and aliphatic aldehydes are converted quantitatively to the corresponding alcohols using 2‐propanol with potassium carbonate at substrate/catalyst ratios up to 100 000 by transfer hydrogenation, whereas aldehyde hydrogenation (5–20 atm of H2) is achieved efficiently in MeOH in the presence of KOtBu at substrate/catalyst ratios up to 40 000.