It is safest to attempt this when you have $20k as that is the bare minimum you need to play 100 rounds, assuming you were to lose every time and never double down or split hands. However if you are at least in the $15k range and play smart you should win enough to last 100 rounds. Playing through the rounds fairly quickly took roughly an hour, and by the end I only lost a few thousand.