NADH is vital for ATP production because it provides the high-energy electrons needed for the electron transport chain. Each molecule of NADH can contribute to the production of approximately 2.5 molecules of ATP through oxidative phosphorylation. Without NADH, the efficiency of ATP production would significantly decrease, impairing cellular energy metabolism.