If it’s gone public, then generally going private is a bad thing. It’s usually some investors that are going to do something bad with the company.

A company that starts and stays private may be all the better for it (but that’s hardly assured either). If they are a success and didn’t bring a lot of investors, then it generally means they actually care about the work intrinsically.