Yes, tennis balls can lose their bounce over time due to wear and tear. Pressurized balls tend to lose their pressure, resulting in a decrease in bounce. Pressureless balls may also lose their bounce, but at a slower rate. It is important to regularly replace tennis balls to maintain consistent performance.