High-rollers who bet millions without batting an eye have turned Macau into the world's gambling capital.

But a bare-bones casino where gamblers pay for their own drinks has emerged as an unlikely winner in the Chinese territory by trumpeting its HK$20 ($2.58) minimum bets.

Jay Chun says his Kam Pek casino, housed in a downtown office...