After just a few hours of playing baccarat at a Maryland casino in September 2017, Chenguang Ni headed home to New York with more than $850,000 in winnings.

The odds of winning any given hand of baccarat stand at just under 50 percent. But Ni and his tablemates won an astounding 18 of 21 hands—including one run of 14 straight wins.