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Strategy profile

Moat Quality: Current Backtest & Top Stocks 2026

Competitive advantages leave measurable traces: persistently high returns on capital and margins that hold up under pressure, screened automatically.

Save the strategy and StockScorer checks its rules for you every day. You'll get a heads-up whenever a stock crosses the upper or lower score threshold.

Updated dailyRule-based, no black boxFully customisable
Strategy profile

Once enough history is available, the backtest chart for this strategy will appear here.

Methodology

How the scoring works

Every stock runs through the same disclosed rules. The points add up to a score, traceable down to the individual rule.

01
Rules

Each rule checks a metric against a threshold, for example ROE above 15 %.

02
Points & weighting

You decide how much each rule counts: from +1 to +3 or −1 to −3.

03
Score & classification

The sum is the score. Above the upper threshold: a high match with the profile.

Low matchMedium matchHigh match
low scorelower thresholdupper thresholdhigh score

These terms describe only the match with the criteria, not a recommendation to buy or sell.

The strategy

What is behind this strategy?

01
Does the capital earn above average?

A return on capital above 20% is the strongest measurable moat signal (+2).

02
Does it have pricing power?

Gross margins above 40% (defended against the prior year) show customers accept the price.

03
Does quality turn into cash?

An FCF margin above 10% proves that book quality converts into real money.

04
Is the strength durable?

ROE above 15% this year AND last year: one-off effects do not count.

Top matches

Current Top Matches

After a free sign-up you see all metrics (P/E, ROE, margin …) per stock, including the live score history. We don't show individual metrics publicly for licensing reasons.
For whom

Who is this strategy for?

For long-term quality investors who would rather hold an outstanding company at a fair price than a mediocre one at a bargain price. If you want valuation checked too, combine with Two-Factor Value + Quality.

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FAQ

Frequently asked questions

Is this a Buffett strategy?
It is inspired by the quality philosophy Warren Buffett made famous: durable competitive advantages before valuation. The concrete metrics and thresholds are StockScorer's own automated implementation, with no affiliation to him.
Why does the strategy not check the price?
Deliberate division of labour: quality and valuation are separate dimensions that work more cleanly when measured separately. If you want both in one score, Two-Factor Value + Quality provides the combination.
Is this a buy recommendation?
No. StockScorer provides automated, rule-based assessments for information only. Nothing here replaces individual financial advice or constitutes a solicitation to buy or sell securities.
Can I tighten the quality thresholds?
Yes. After free registration you can copy the profile and adjust it in the rule editor: ROC tiers, margin boundaries and point values are fully configurable.
Yannick HennDeveloper of StockScorer

Builds StockScorer as a solo developer. It started as a private tool for picking his own stocks and grew into a full scoring and backtesting platform. Focus: transparent, traceable rules instead of black-box ratings.

More on the methodology

Method & Criteria

An economic moat (network effects, switching costs, brands, economies of scale) cannot be measured directly, but its traces can: a company that sustains returns on capital far above its cost of capital and gross margins above 40% for years, without competitors eroding them, most likely has one. This strategy, inspired by the quality philosophy Warren Buffett made famous, looks for exactly those traces: high and persistent returns on capital and equity, defended margins, strong cash generation and balance-sheet discipline. What it deliberately does not check is the price: quality and valuation are separate questions here.

How does Moat Quality work?

The core signal is the return on capital: an ROC above 20% earns +2 points, 12 to 20% still +1; below 8% or without a value the score is −2, because without above-average returns on capital no moat is in sight. On top come pricing power (gross margin above 40%, +1) and margin defence: a gross margin at least at the prior-year level (+1).

Three further checks round things off: FCF margin above 10% (+1), debt-to-equity below 0.5 (+1, a real moat needs no leverage doping) and durability: return on equity above 15% in the current AND the prior year (+1). The upper threshold is 5 points (small caps: 6) out of a maximum of 8.

The criteria at a glance

Return on capital: ROC > 20% (+2), 12–20% (+1), < 8% or missing (−2).

Pricing power: gross margin > 40% (+1); gross margin ≥ prior year (+1).

Cash generation: FCF margin > 10% (+1).

Balance-sheet discipline: debt-to-equity < 0.5 (+1).

Durability: ROE > 15% this year and last (+1).

Strengths and limits

The strength: moat companies can raise prices without losing customers and reinvest at high returns: compounding works hardest there. The prior-year comparisons (margin, ROE) filter out one-off effects that a single point-in-time metric could fake.

Limits: the strategy ignores valuation entirely: outstanding quality bought too expensively can still be a poor investment. And it is backward-looking: a moat currently being breached (technology shift, regulation) shows up in the numbers only with delay. Capital-intensive industries with structurally low gross margins rarely meet the margin criteria; the strategy has a built-in sector tilt towards asset-light business models.

Who is this strategy for?

For patient investors with a long horizon who want to hold few, outstanding companies for a long time: the strategy deliberately produces little turnover.