Authentication system performance is crucial for ensuring security while maintaining user convenience, involving a delicate balance between speed, accuracy, and resource efficiency. It encompasses factors such as response time, error rates, and scalability, which collectively determine the system's effectiveness in verifying user identities under various conditions.