How should historians determine which argument is superior?

I have the feeling that your question may be part of a series of questions that were put to you. So there is a risk in giving an answer out of the context of your homework assignment. But generally speaking, the strongest argument in any historical debate will be the one where facts and assumed motives can be supported by contemporary factual and documentary evidence; the more, the better.