Query performance tuning is crucial for improving database applications, even with advancements in hardware and cloud systems. Small changes to indexes or SQL queries can significantly enhance application efficiency at a low cost, surpassing the benefits of faster CPUs or optimizers. By optimizing the execution plan and query engine, database systems can achieve better performance without major upgrades.