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Wealth Today, Wealthier Tomorrow
SEBI Registered · Institutional Research

Mutual Fund Research

Research Methodology

How these strategies are built

These are not screener lists or star ratings. Each strategy is a curated basket assembled by the WealthPlys research desk under SEBI Registered Investment Advisor INA000021474, where every candidate fund is put through the same quantitative gauntlet — covering portfolio overlap, 14 weighted factors for consistency, risk-adjusted return, drawdown behaviour, sector concentration, and cost — and then reviewed by an advisor before it is published.

Advisor-curated, not screener output

Every strategy is assembled by the WealthPlys research desk under SEBI Registered Investment Advisor INA000021474. The quant engine shortlists; a human advisor decides what actually goes into the basket and why.

Portfolio Overlap & Holding Screening

Candidate funds in a strategy are cross-screened for portfolio overlap to eliminate stock duplication. This ensures true diversification across multi-cap and style strategies instead of repeated exposure to the same top holdings.

14-factor Fund Quality Score

Each candidate fund is scored 0–100 on 14 weighted factors — rolling consistency (3Y/5Y/10Y), rolling return levels, risk-adjusted return, Sortino, Sharpe, max drawdown, expense ratio, holding overlap, concentration risk, category percentile — and is then classified Tier 1, 2 or 3.

Downside first, returns second

A fund that beat its benchmark by falling harder is not a good fund. Sortino, max drawdown and downside risk vs category carry more combined weight than headline returns, so drawdown behaviour drives the tier.

Concentration & Liquidity Guards

We strictly screen stock and sector concentration limits alongside fund AUM stability to ensure funds are not overly concentrated in single bets or constrained by excessive fund size.

Cost is treated as a guaranteed loss

Expense ratio is scored on a steep, plan-aware curve (1% norm for direct plans, 2% for regular). Breach the norm and the fund cannot be Tier 1; go 25% past it and it is forced to Tier 3 regardless of past returns.

Consistency beats a single hot year

Every rolling 3Y/5Y/10Y window is tested for stability, trend and performance versus category. Inconsistent rolling returns block Tier 1; a falling trend combined with below-category rolling returns forces Tier 3.

Reviewed, versioned and re-tiered

Strategies are re-run against fresh NAV, portfolio and TER data, so a fund that drifts loses its tier. Every unlocked strategy in your account shows its last-updated date and the reasoning behind each holding.

The numbers on every strategy — and how we calculate them

Tier, portfolio overlap, alpha, Sortino, Sharpe, beta, drawdown, concentration risk, volatility, downside risk, rolling consistency and expense ratio, in plain English.

WealthPlys Tier

Our final verdict on the fund: Tier 1 strong and consistent, Tier 2 solid with room for improvement, Tier 3 review suitability.

How we use it: Derived from the 0–100 Fund Quality Score. Thresholds start at 62 (Tier 1) and 40 (Tier 3) and are recalibrated to the median score of the strategy's own universe, so tiers stay meaningful even when research data is sparse. Override guards for cost, rolling consistency and weak risk-adjusted return can pull a tier down after scoring.

Portfolio Holding Overlap

The degree of shared stock holdings between funds selected within a research strategy basket.

How we use it: Screened during basket assembly to ensure funds don't hold the same underlying equities. Minimising holding overlap prevents hidden stock concentration and ensures genuine diversification.

Alpha vs Benchmark

Return earned above (or below) the fund's own benchmark, after adjusting for the market risk taken. Negative means the index did the job better.

How we use it: Alpha ≥ +2% is flagged as genuine outperformance; ≤ -3% is flagged as lagging the benchmark and counts against the fund in the tier reasoning. A -3.2 reading is a persistent-underperformance signal, not noise.

Sortino Ratio

Return per unit of downside volatility — it ignores upside swings and only penalises losses.

How we use it: Scored as ratio × 40, capped at 100, at 8% of the quality score. ≥1.5 reads as strong downside efficiency; below 1.0 is flagged as weak. 0.9 means the fund is being paid barely less than one unit of return per unit of pain.

Sharpe Ratio

Return per unit of total volatility, above the risk-free rate.

How we use it: Mapped as 30 + Sharpe × 35 into a 0–100 sub-score, and re-stated as an M² risk-adjusted return (6.5% risk-free + Sharpe × 15% reference volatility) which carries 10% of the score. Sharpe under 0.5 hard-blocks Tier 1.

Beta vs Market

How much the fund moves for every 1 unit the market moves. Below 1 means it cushions falls but lags rallies.

How we use it: Used to sanity-check alpha: high-beta funds that only outperform in bull runs are treated as leverage, not skill. 0.95 means roughly 5% less swing than the market in both directions.

Max Drawdown

The worst peak-to-trough fall the fund has ever put an investor through.

How we use it: Scored linearly — 0% maps to 100, -20% to 67, -40% to 33, -60% to 0 — at 7% of the quality score. -29% means an investor entering at the top waited through nearly a third of their capital being underwater.

Concentration & Sector Exposure

Measures holding concentration in the top 10 stock positions and single-sector weightings.

How we use it: Funds with excessive single-stock or single-sector concentration are flagged during quantitative screening to avoid concentrated downfall risk within strategy baskets.

Volatility vs Category

Annualised standard deviation of returns, compared against the fund's own category average rather than an absolute bar.

How we use it: Judged relative to the category so a mid-cap fund is not penalised for behaving like a mid-cap fund. Persistently above-category volatility without matching return is a downgrade signal.

Downside Risk vs Category

Volatility measured only on negative-return periods — the half of risk that actually costs money.

How we use it: Compared against category peers alongside Sortino. A fund whose downside risk sits above category while its Sortino sits below 1.0 will not be tiered as a core holding.

Return Consistency (Rolling)

How reliably the fund repeated its returns across every rolling 3Y, 5Y and 10Y window — not one lucky start date.

How we use it: The single heaviest block in the score: 11% (3Y) + 9% (5Y) + 7% (10Y) for stability, plus 19% for the median rolling return level and 7% for rolling returns versus category. A stability score under 40 blocks Tier 1. 'Insufficient data' means the NAV history is too short to compute the window honestly — we show that instead of guessing.

Expense Ratio

The annual fee the AMC charges, deducted from your NAV whether the fund performs or not.

How we use it: Scored as 100 − (TER ÷ plan limit) × 60, where the limit is 1% for direct plans and 2% for regular, at 10% of the score. Above the limit the fund cannot be Tier 1; above 1.25× the limit it is forced to Tier 3.

All metrics are computed from historical NAV, portfolio and expense data and are restated on every refresh. Where a fund's history is too short for a window, we display “Insufficient data” rather than an estimate.

Research Library

0 strategies · curated by the WealthPlys research desk

Note: Mutual fund investments are subject to market risks. Read all scheme-related documents carefully. Past performance is not indicative of future results. SEBI REG. No. INA000021474.