Aldi is a Germany-based discount retailer with close to 2,000 store locations in 36 states. Aldi claims its prices are 50% less than traditional supermarkets. Independent research in markets like Houston and Chicago revealed that Aldi's prices are around 15% cheaper than Walmart.