Morningstar’s Analysis PNQI
Will PNQI outperform in future?
Get our overall rating based on a fundamental assessment of the pillars below.
The number of funds that receive a Morningstar Analyst Rating is limited by the size of the Morningstar analyst team. To expand the number of funds we cover, we have developed a machine-learning model that uses the decision-making processes of our analysts, their past ratings decisions, and the data used to support those decisions. The machine-learning model is then applied to the “uncovered” fund universe to create the Morningstar Quantitative Rating (denoted on this page by a ), which is analogous to the rating a Morningstar analyst might assign to the fund if an analyst covered the fund. These quantitative rating predictions make up what we call the Morningstar Quantitative Rating™ for funds. Click here for more on how to use these ratings.