Because so much depends upon the evaluation of a student’s learning and the resulting grade, it is in everyone’s interest to try to make the evaluation system as free from irrelevant errors as possible. Borrowing from the evaluation literature, I propose the four R’s of evaluation—Relevant, Reliable, Recognizable, Realistic—as ways to ensure the quality of our evaluation systems.