Is it necessary to purchase a new hardware to get better performance?

Not necessarily. Depending on the application, upgrading or replacing existing hardware may yield better performance. Additionally, changes to software configuration and other optimizations may also improve performance. Ultimately, it depends on the specific requirements of the application and the current system setup.