A paintball air tank is a container used to store compressed air or CO2 for powering a paintball gun. It can come in various sizes and shapes, and the most common ones are HPA (High-Pressure Air) tanks and CO2 tanks. Choosing the right size and type of air tank is crucial for a player's performance, as it affects their mobility and the number of shots they can take before needing to refill.