We chose to give multiple choice exams for several reasons. Easier to grade, less interpretive issues... eg. did they mean to write this even though they wrote that? And should we give half marks for less acceptable answers? etc
So grading is pretty easy but actually making the exams is time consuming and challenging because you need to make 5 choices for each question, not make it too difficult, too easy, etc.