// Methodology

What the scores
actually measure

Stock Navigator ranks the S&P 500 by combining price momentum with two independent, peer-reviewed fundamental screens. Here's what each one does, why it's there, and how they work together.

01  ·  The Signal

Momentum

Momentum is one of the most extensively documented anomalies in financial markets: stocks that have performed well over the trailing several months tend to continue outperforming over the following months, while recent laggards tend to keep lagging. The effect was first formally documented by academics Narasimhan Jegadeesh and Sheridan Titman in 1993, and has since been replicated across nearly every major equity market and asset class studied.

The likely explanation is behavioral: investors are slow to fully react to new information, causing prices to drift in the direction of the news for longer than a purely efficient market would predict. Whatever the cause, the empirical pattern has persisted for decades.

Stock Navigator uses a momentum score as the primary ranking signal — it determines which stocks make the list and in what order. Fundamentals don't pick candidates; they grade the ones momentum has already surfaced.

ILLUSTRATIVE · PRICE TREND PERSISTENCE
winners laggards

02  ·  The Quality Filter

Piotroski F-Score

Developed by accounting professor Joseph Piotroski in 2000, the F-Score is a 9-point checklist that grades a company's financial statements using only data already in its filings — no forecasts, no opinions. Each of the 9 tests is a simple yes/no question; a company earns one point for each test it passes, for a score from 0 (weak) to 9 (strong).

The tests are grouped into three categories: profitability (is the company actually earning money, and is that earnings quality real cash, not accounting tricks), leverage and liquidity (is the balance sheet getting healthier or more strained), and operating efficiency (are margins and asset use improving).

Piotroski's original research found that high-F-Score stocks significantly outperformed low-F-Score stocks within the same value cohort — the score was built to separate the genuinely improving businesses from the statistically cheap-but-deteriorating ones. Stock Navigator uses it the same way: as a quality check layered on top of the momentum-ranked candidates.

THE 9 TESTS

Profitability · 4 pts

  • Positive net income
  • Positive operating cash flow
  • Return on assets improved y/y
  • Cash flow exceeds net income

Leverage & Liquidity · 3 pts

  • Long-term debt ratio decreased
  • Current ratio improved y/y
  • No new shares issued

Operating Efficiency · 2 pts

  • Gross margin improved y/y
  • Asset turnover improved y/y
0–3
Weak
4–5
Neutral
6–9
Strong

03  ·  The Red-Flag Filter

Beneish M-Score

Where the F-Score asks "is this company healthy," the M-Score asks a sharper question: "is this company's accounting hiding something." Developed by Messod Beneish in 1999, it's a forensic accounting model built from the financial statement patterns observed in companies that were later caught manipulating earnings.

The model combines eight financial ratios — covering receivables growth, gross margin trends, asset quality, revenue growth, depreciation rates, expense ratios, accruals, and leverage — into a single weighted score. Each ratio captures a different way that aggressive or fraudulent accounting tends to show up in the numbers before it's publicly known.

A resulting score above a calibrated threshold flags a company as statistically likely to be manipulating earnings; below it, the accounting looks clean by historical pattern-matching standards. In Stock Navigator's rankings, this acts purely as a risk screen — it doesn't rank stocks higher, it flags ones worth a second look regardless of how attractive the momentum or F-Score numbers are.

8 INPUT RATIOS
DSRIDays sales in receivables
GMIGross margin index
AQIAsset quality index
SGISales growth index
DEPIDepreciation index
SGAISG&A expense index
TATATotal accruals to assets
LVGILeverage index
Below threshold
Clean
Near
threshold
Above threshold
Flagged

04  ·  Putting It Together

Three screens, one ranking

1

Momentum ranks

Every S&P 500 stock is ranked by trailing price momentum. This produces the candidate list — momentum decides who's in the running.

2

F-Score grades quality

Each candidate gets a 0–9 quality grade from its own financial statements — a check on whether the business is genuinely sound.

3

M-Score flags risk

Each candidate is also screened for accounting red flags. This doesn't rank stocks up or down — it flags ones worth independent scrutiny.

The result published nightly in Stock Navigator is a momentum-led ranking with both quality grades and manipulation flags shown alongside every name — so you can see not just what's moving, but whether the fundamentals underneath it look sound.

Further reading

  • Jegadeesh, N., & Titman, S. (1993). "Returns to Buying Winners and Selling Losers." Journal of Finance.
  • Piotroski, J. (2000). "Value Investing: The Use of Historical Financial Statement Information." Journal of Accounting Research.
  • Beneish, M. (1999). "The Detection of Earnings Manipulation." Financial Analysts Journal.

This page describes the published, peer-reviewed academic models referenced above. The specific scoring thresholds, weightings, and combination methodology used in Street Smart Reports' proprietary ranking process are not disclosed in full. Past performance is not indicative of future results. Not investment advice.