Most wine shoppers tend to follow the unwritten rule that the more expensive the bottle, the higher the quality of wine it holds. However, while those $4, $5, and $6 bottles on the bottom shelf at your grocery store are undeniably cheap, there are affordably priced bottles, maybe in the $10 to $25 range, that are rated highly and over-deliver based on their price point.