If two coding assistants both pass tests, what makes one better?

Discusses comparison criteria beyond passing tests for coding assistants.

A green test result is not enough to compare coding assistants. I want to know which one made the smaller diff, respected existing changes, explained the failure, avoided unrelated cleanup, and left evidence that a reviewer can trust. If two tools both pass the same test, what do you look at next?