One of the things that I would consider before joining any startups is just how good sane (or humane or whatever appropriate word) the founders are. Don't go behind all the PRs. Just try to find whether the people who founded are actually good people. What are their ethics. All these are subjective qualities so it's difficult to weigh but that's where the money is.

edited (I understand I might not have described what I mean clearly).