There's no single "biggest" arcade – it depends on how you measure. Here are the top contenders by different metrics:
Bottom line: For sheer scale and variety, Round One Tokyo wins. For pure arcade density on free play, Galloping Ghost is unmatched. For historic preservation, Funspot.