Costco Wholesale (NASDAQ: COST) and Home Depot (NYSE: HD) are both leaders when it comes to brick-and-mortar shopping, even if they have different specialties. Cerainly, both possess tremendous scale and brand recognition -- and combined, they carry a gargantuan market capitalization of over $700 billion.