Agree that LOC and Story points are not metrics that needs tracking. What is happening is that same model and provider can use a very different experience in terms of [Turns, Tokens, Time and to certain extent the results]. This is expected and to some extent acceptable. In this scenario how will we write a test case? What is success? What moves the needle to say that a commit made the software perform 20% better?