Reliability metrics are quantitative measures used to assess the dependability and consistency of a system or component over time, focusing on its ability to perform without failure. These metrics are crucial in identifying potential areas of improvement and ensuring that systems meet the necessary standards for operational efficiency and customer satisfaction.