Speaking as someone who TAed a couple years: I much preferred grading projects to tests.
Projects they had to demo, and they had a published rubric. While it was possible sometimes to play to the rubric, it still meant there was very little work to figure out a grade.
Tests, on the other hand, I had to dig in, understand what they were trying to do, figure out if it worked, and award partial credit. I guess the prof could have done multiple choice to make grading easy, but that has all kinds of problems with actually testing anything.