How does one calculate the odds of losing x units after y amount of hands?

Game is:
payback 100.15%
Variance 1.1

My buddy lost $12,000 betting unit of $50 after 4500 hands. A very rare result. Want to know if this was an honest report from him or if there is a real chance, yet very rare, that it can happen.