The main point of this post is to highlight that the most common metric of student performance may not be that useful. Most of the time, students will get their score, the average score, and sometimes a standard deviation as well. As jimhefferon mentioned in a response to a different comment, the conventional wisdom is that two students with the same grade know roughly the same stuff, and that's seeming not to be true.
We're hoping to build some tools here to help instructors give students a better experience by helping them cater to the different groups that are present.
disclaimer: I'm one of the founders of Gradescope.