Software reliability is crucial for ensuring that software runs smoothly without failures. While there is still much work to be done in this area, different techniques can be used to improve reliability. Organizations use their own metrics to measure reliability, but there is a need for standardized metrics. This paper thoroughly analyzes software quality and reliability metrics.