The net gain of ATP refers to the total amount of adenosine triphosphate (ATP) produced during a metabolic pathway after accounting for all ATP used in the process. In glycolysis, this net gain indicates the difference between the ATP consumed in the early steps of the pathway and the ATP produced in later steps, ultimately reflecting the efficiency of energy conversion from glucose to usable energy forms.