Well they might give you some kind of direction, but having a own domain appraisal site too, the appraisals can sometime be wrong and a lot. However, they can be good newbie tools for new domainers to give some kind of idea what kind of domains are worth something.
So if you think you have hit something big, you should take it to manual appraisal.