As glycolysis progresses, ATP and NADH are produced. Specifically, two molecules of ATP are consumed, and four molecules of ATP are produced, resulting in a net gain of two ATP molecules. Additionally, two molecules of NADH are generated, which are used in later stages of cellular respiration.