While Trader Joe's offers a variety of wines under $10, its Charles Shaw wines, affectionately known as 'two-buck chuck,' stand out for their affordability, priced under $5 a bottle. Many taste surprisingly good for that price point, with several ranked by typicity and overall flavor, showcasing decent quality even if not the best wine available.