Software Industry, now- a-days has been changing its magnitudes frequently. With the changing phenomena’s, the scrum masters should notice the current trending developments with Agile Software and its rapid growth. With these, we should alsotake effort to consider, what are the metrics that are inevitable in agile softwaredevelopment, which they make the software efficient in various parameters like size of software, time-line attributes, cost of the project etc. As “deliver a working software” is one of the key principles of Agile Manifesto, the following metrics discussed in this paper may helpful to deliver a good software product in terms of all quality metrics. In one technical report by authors Suzanne Miller, Mary Ann Lapham and Eileen Wrubel, they stated that “Agile Metrics: Progress Monitoring of Agile Contractors”[1]. By this we can understand the importance of metrics in the development of a project. The metrics classified in this paper are as health metrics, product development metrics, release metrics and technical metrics. Along with these metrics, few agile terminology is also explained. This paper trying to cover metrics that are following by industry today and those are needed to put strong effort in a softwareproject.