Performance Ranking Assessment Framework

The Pakistan Credit Rating Agency
Performance Ranking
Assessment Framework
Table of Contents
Introduction.......................................................... 2
Defining a Category .............................................. 3
Measuring Performance....................................... 4
Key Elements ....................................................... 5
Summary
The performance ranking is an opinion on a fund’s historical performance in comparison to other funds in a similar category. It is measured through a quantitative yardstick and provides prospective investors with an initial screening criterion. The ranking is derived purely from quantitative metrics to capture historical returns of a fund relative to other funds in similar category, avoiding any biases. Analyst Contacts:
Muhammad Danish Nadeem danish.nadeem@pacra.com +92 42 3586 9504 The Pakistan Credit Rating Agency:
Head Office
FB 1 Awami Complex
Usman Block, New Garden Town
Lahore
Phone: +92 42 3586 9504
Karachi Office
169/1, Street No-21
Khyaban-e-Qasim, DHA Phase-8
Karachi
Phone: +92 346-2578624
Disclaimer: PACRA has used due care in preparation of this document. Our information has been obtained from sources we consider to be reliable but its accuracy or completeness is not guaranteed. PACRA shall owe no liability whatsoever to any loss or damage caused by or resulting from any error in such information. Contents of PACRA documents may be used, with due care and in the right context, with credit to PACRA. Our reports and ratings constitute opinions, not recommendations to buy or to sell

Page | 2 July 2026
Performance Ranking
Assessment Framework
Introduction
A mutual fund is an effective tool for mobilizing pooled resources from a large number of investors, and in turn, providing them access to a variety of assets. Pakistan’s mutual fund industry has witnessed notable evolution in the overall structure as asset management companies (AMCs) continue to introduce a variety of products in line with the varying risk-return preferences of different investors. The asset management business has two distinct elements: the asset manager and the mutual funds. PACRA has developed separate methodologies to capture distinctive components of the industry. PACRA’s Asset Manager Rating is an opinion on the quality of fund management, capability to manage risks inherent in the asset management business, ability to generate sound fund performance, and effectiveness of an AMC’s systems and processes. PACRA offers three products to capture the varied factors of different types of mutual funds: Performance Ranking, Stability Rating and Capital Preservation Rating. Every mutual fund investor has distinct investment objectives and preferences. All investors typically have unique risk￾return perceptions and investment horizons that make it difficult to assess these preferences with a single yardstick. PACRA’s Mutual Fund Performance Ranking attempts to address these investor needs. The performance ranking provides an initial screening criterion to investors. It is based on the historical returns of a fund relative to other funds in a similar category. PACRA mainly follows Circular No. 7 of 2009 of SECP’s guidelines and any continuations thereafter for defining fund categories – each having distinct characteristics – and rankings of funds in a particular category are comparable. With the maturity in the domestic industry in terms of availability of long-term performance results, PACRA covers three distinct time periods in performance rankings: i) a performance ranking based on fund’s performance during the trailing 12 months (1-Year Ranking), ii) a performance ranking based on fund’s performance during the trailing 36- Capital preservation rating indicates the level of certainty regarding timely payment of the original investment as per the terms of a fund. Capital preservation rating is aimed at investors who are mindful of their original investment and do not intend to extend to downside risk, while retaining the ability to tap upside potential. Fund Stability Rating provides investors with an objective measure of the main areas of risk to which income funds are exposed. These include credit risk, liquidity risk, and interest rate risk. Stability Rating provides investors with a useful yardstick to compare their individual risk-return matrix while making investment decisions. Performance Ranking is an independent opinion on a fund’s historical risk￾adjusted performance in comparison to other funds in a similar category, measured through a quantitative yardstick. Each asset management company compiles its own funds’
performance and the performance of peer funds. Being an independent rating agency, PACRA ensures that it applies the same basis to determine the relative performance of all funds. Performance Ranking Stability Rating Capital Preservation

Page | 3 July 2026
Performance Ranking
Assessment Framework months (3-Year Ranking), and iii) a performance ranking based on fund’s performance during the trailing 60-months (5-Year Ranking). PACRA releases rankings twice a year. The period covered is July to June and January to December. This ensures constant updating of the relative performance of the fund and likewise, captures seasonality. Defining a Category Fund categories define groups of funds whose constituents are similar in their risk exposure so that the comparison of returns is meaningful. Moreover, the observed return differences among funds relate primarily to security selection or to variation in the timing and amount of exposure to different elements affecting the category. Each of these, over time, may be presumed to exercise a skill-related effect. While performance ranking can be computed for all categories of funds, PACRA conducts performance ranking for the following categories for public dissemination:

• Equity
• Balanced
• Asset Allocation
• Index Tracker
• Commodities
• Fund of Funds
• Islamic
  The category of a particular fund is established on the basis of the offering document of the fund and publicly disclosed information about its portfolio composition. The definition of a particular category can be narrowed down to generate a new category, and similarly, a new fund category can also be designed if a new class of assets is identified which is not already covered by any of the above categories. However, a new category will only be created if there are at least three funds to be included in that new category. As the industry matures, PACRA may consider increasing the minimum number of funds required for creating a category. In a category where the number of existing funds happens to be less than three, the funds are placed in the closest possible category to determine their relative performance. Others, such as funds of funds that tend to have sub-fund constituents by default, would likewise be placed in the closest category only to determine their relative performance. Separate categories are made in respect to various types of Islamic funds or others with a distinctive nature. However, as brought up beforehand, given the evolving nature of the industry, whenever there are fewer than three funds available to create a new category, they would end up being clubbed for ranking purposes in other relevant categories possessing largely similar characteristics. Nevertheless, while determining the ranking of funds originally falling in a given category, funds clubbed into that category on a case-by-case basis would end up excluded.

Page | 4 July 2026
Performance Ranking
Assessment Framework i) Information Required on Defining a Category:

• Risk factors exposure.
• Offering documents.
• Publicly available information on portfolio composition.
  Measuring Performance
  PACRA considers both absolute and risk-adjusted returns to measure fund performance. Absolute returns refer to the appreciation/depreciation of a fund’s value over a period of time. The absolute return is effectively what an investor takes home. The level of risk (extent of variability) taken to generate those returns is also important to consider. Risk￾adjusted returns show the trade-off investors make between risk and return. Since PACRA’s performance ranking is a combination of both risk and return, it provides investors a sound measure to gauge the historical performance of different funds. Return: PACRA calculates a fund’s return for a given month as follows:
  R = PE – PB ± A
  PB
  Where:
  R = Total return for the month
  PE = End of month NAV (Net Asset Value) per share/certificate PB = Beginning of month NAV per share/Unit A = Adjustments on account of cash dividend, bonuses issued, and additions to capital Risk-adjusted Return: In the past, in order to calculate a Fund’s risk-adjusted return, PACRA used the Fund’s return volatility, which was measured through standard deviation. This philosophy captures all variations of risk regardless of direction. Generally, investors are more concerned with the negative variation - highlighting their risk-averse appetite. Considering this, PACRA has revised its practice and measures the Fund’s risk-adjusted return using downside deviation. The downside deviation is calculated using the negative volatility relative to the risk-free rate (Rf). PACRA uses 6-Month T-bills yield as the risk-free rate. RAR = R DD (RF) Where:
  R = Total return for the month
  DD (RF) = The downside deviation of a fund calculated over a monthly time horizon using the risk-free rate as a minimum acceptable rate of return The ranking for each fund is determined using the characteristics of a normal distribution. The basic philosophy is to rank the funds based on the distance (measured through standard deviation) of their absolute and risk-adjusted returns (R & RAR) from the mean R & RAR of their particular categories. A more precise elucidation may be that a

Page | 5 July 2026
Performance Ranking
Assessment Framework fund’s performance is measured by assigning 50% weightage to the cumulative distribution functions (CDF) of both the fund’s absolute and risk-adjusted returns’ normalized deviations. An overall CDF falling within close proximity to the mean is rated as average, whereas funds that perform beyond the said range may be rated as good, below average, superior, or weak based on the direction and quantum of the deviation from the mean. As per the characteristics of a normal distribution, 0.45 and 1.27 standard deviations from the mean would include 35% and 80% of the observations, respectively, while the remaining observations would fall beyond 1.27 standard deviations from the mean. Using this relationship, the performance rankings for funds are assigned within 5 categories described below:
The characteristics of a normal distribution hold true when a sample size is sufficiently large. Due to the limited number of funds in various categories, an outcome of the evolving nature of the mutual fund industry, the assigned rankings within a category may not follow a complete normal distribution pattern. However, the above criterion is considered more appropriate in achieving the basic objective of ranking the funds’ R & RAR relative to the category mean in the current industry dynamics. ii) Information Required on Measuring Performance:

• Publicly available returns data.
• Publicly available NAV data.
• Market Index Data.
  Key Elements
• The rankings are calculated based on performance during a particular period (12 months for 1-Year
  performance ranking, 36 months for 3-Year performance ranking and 60 months for 5-Year performance ranking). For a particular fund, the relevant period ranking will be disclosed.
• For measuring performance, equal 50% weightage is assigned to absolute and risk-adjusted returns.
• Only those funds are eligible for ranking that have remained operational for one year.
• A month of a year is used as a reference period to calculate performance.
• New category would be created with a minimum of 3 funds.

Page | 6 July 2026
Performance Ranking
Scale
Asset Manager Rating
An opinion on the fund’s historical performance in comparison to other funds in a similar category measured through a common yardstick. The ranking is purely quantitative evaluation based on historical absolute and risk-adjusted return of a fund. Scale Definition 5 – Star Very good performance. 4 – Star Good performance. 3 – Star Average performance. 2 – Star Below average performance. 1 – Star Weak performance. Rating Modifiers | Rating Actions Outlook (Stable, Positive, Negative, Developing) Indicates the potential and direction of a rating over the intermediate term in response to trends in economic and/or fundamental business / financial conditions. It is not necessarily a precursor to a rating change. ‘Stable’ outlook means a rating is not likely to change. ‘Positive’ means it may be raised. ‘Negative’ means it may be lowered. Where the trends have conflicting elements, the outlook may be described as ‘Developing’. Rating Watch Alerts to the possibility of a rating change subsequent to, or in anticipation of some material identifiable event with indeterminate rating implications. But it does not mean that a rating change is inevitable. A watch should be resolved within the foreseeable future, but may continue if underlying circumstances are not settled. Rating watch may accompany rating outlook of the respective opinion. Suspension It is not possible to update an opinion due to lack of requisite information. The opinion should be resumed in the foreseeable future. However, if this does not happen within six (6) months, the rating should be considered withdrawn. Withdrawn A rating is withdrawn on a) termination of rating mandate, b) the debt instrument is redeemed, c) the rating remains suspended for six months, d) the entity/issuer defaults, or/and e) PACRA finds it impractical to surveil the opinion due to lack of requisite information. Harmonization A change in rating due to revision in applicable methodology or underlying scale. Surveillance. Surveillance on a mutual fund ranking opinion is carried out on a periodic basis till it is formally suspended or withdrawn. A comprehensive surveillance of ranking opinion is carried out at least once every six (6) months.