Altitude gain refers to the difference in height achieved during an activity, such as climbing or flying, and is often an indicator of the difficulty or intensity of that activity. It plays a critical role in understanding physical demands, required energy expenditure, and potential impacts on performance due to factors like oxygen level changes.