The purpose of performance testing in software applications is to assess the application's speed, responsiveness, and stability under various conditions. It examines how well the product performs under expected workloads and identifies any bottlenecks or areas for improvement. This testing is crucial for ensuring that applications meet user expectations and can handle demand, especially during peak usage. Performance testing methods include load testing, stress testing, and scalability testing to ensure robustness.