Guests Alexander Korotkov, Andres Freund, and Nikolay discuss the importance of benchmarking in databases. They cover topics like conducting experiments, system limits, query optimization, and realistic workloads. They also mention specific tools like PG bench and JMeter, as well as case studies and references to books on system performance.