They call themselves the "Eatcredibles." Made up of roughly 50 members in Hong Kong, they share a common passion: competitive eating.

A few weeks ago, diners at the Langham Hotel's Main Street Deliwitnessed two of them in action as they each wolfed down a 10-layer, 1.5-kilogram sandwich that spans 50 centimeters in height and is stuffed...