I did, and I regretted it within a month. The job I moved to turned out to be completely different than what I expected - and completely different than what I was led to believe during the interview - and let's just say that managers leave a lot to be desired.
Not saying this is everybody's experience, but with no way to truly get a sense of a work environment before committing to a job, staying at a relatively good company might be a better option.