The quantitative investment strategies focus mainly on stock picking based on quality and valuation. It is precisely these strategies, which yield long-term value and are suitable for large portfolios, that tend to perform poorly in a context of highly accommodative central bank monetary policies. In 2019, all major quantitative investment styles performed poorly; stock picking based on valuation and quality and stock picking based on recent price trends both yielded negative returns. This combination is seldom seen.