A summary of evidence
The ILovePSX model separates return delivery, downside behavior, consistency, cost efficiency and portfolio discipline. The numeric score and visual profile are only meaningful within a declared comparable universe and method.
Eligibility comes first
The proposed full model requires 36 verified monthly total-return observations, at least ten independent comparable portfolios, and complete mandatory inputs. It does not silently fill missing dimensions, give a one-fund category a perfect score, or mistake short history for poor quality.
What the number does not say
A research score is not expected return, an official credit rating, a safety guarantee or personal suitability advice. Ratings remain unpublished until their complete family-specific methods and inputs are qualified.
Put the explanation to work.
Open the corresponding research view with the context in mind.
Independent research education. Data and methods: ILovePSX methodology · SECP risk explanations ↗