Pierce and Buchanan usually fight for the bottom.
And William Henry Harrison gets a grade of "incomplete" for all time, I guess. No way at all to evaluate someone who caught pneumonia at the inauguration and died a month later . . .
The Presidents just before the Civil War had an extremely difficult situation to deal with it, and failed to cope with it. Jimmy Carter had much less difficult job to do, and was an even worse failure.