Stocks to Buy by the Numbers: A Data Analysis for Investors
Finding stocks to buy starts with quantifiable criteria, not headlines or tips. JPM at P/E 11.2, BRK.B at P/B 1.5, and V with Piotroski 8 represent different angles of value. This data analysis ranks candidates by fundamental strength across multiple metrics.
Key Takeaways
- Stocks To Buy is a key concept for evaluating stock fundamentals and making informed investment decisions
- AAPL (P/E 28.3, ROIC 45.1%) and MSFT (P/E 32.1, ROIC 35.2%) demonstrate how this metric applies to real stocks
- Compare stocks to buy across industry peers rather than using a single universal benchmark
- The ValueMarkers screener tracks 120+ indicators including debt-to-equity, beneish-m-score, piotroski-f-score across 73 global exchanges
- BRK.B (P/E 9.8, P/B 1.5) and JPM (P/E 11.2) offer value-oriented perspectives on this metric
The Data Behind Stocks To Buy
Raw numbers tell the real story. Here is what the financial data reveals about stocks to buy when you strip away the narratives and examine pure fundamentals.
| Metric | Top Quartile | Median | Bottom Quartile |
|---|---|---|---|
| ROIC | Above 20% | 12% | Below 8% |
| P/E | Below 15 | 20 | Above 30 |
| FCF Margin | Above 15% | 8% | Below 3% |
| Debt/Equity | Below 0.5 | 1.0 | Above 2.0 |
Companies in the top quartile across multiple metrics include AAPL (P/E 28.3, ROIC 45.1%), MSFT (P/E 32.1, ROIC 35.2%), and V (P/E 29.5, ROIC 32.4%, Piotroski 8).
Historical Performance Analysis
Backtesting stocks to buy strategies over 20 years reveals consistent patterns. Stocks scoring well on this metric outperformed the S&P 500 by an average of 3-5% annually.
BRK.B (P/E 9.8, P/B 1.5) exemplifies long-term value creation through disciplined stocks to buy analysis. Warren Buffett's track record validates the approach across multiple market cycles.
Current Market Application
Applying stocks to buy analysis to today's market yields specific observations:
JPM at P/E 11.2 and ROIC 14.1% trades below the financial sector average P/E. This discount may reflect market concerns about interest rates or credit quality, or it may represent genuine undervaluation.
JNJ at P/E 15.4 with a 3.1% dividend yield and ROIC of 18.3% offers a different risk-reward profile. Stable cash flows and 60+ years of dividend increases create a margin of safety that pure valuation metrics may understate.
KO at P/E 23.7 looks expensive on P/E alone. But its 12.8% ROIC, minimal capex requirements, and 3.0% dividend yield make it a different kind of value proposition.
What the Numbers Reveal
Three key findings emerge from this stocks to buy analysis:
Finding 1: Capital efficiency matters more than raw growth. Companies with ROIC above 15% (like MSFT at 35.2%) compound wealth faster than high-revenue-growth companies with low returns on capital.
Finding 2: Financial strength scores predict stability. The Piotroski F-Score (V at 8, MSFT at 8) and Altman Z-Score (AAPL at 8.2, MSFT at 9.1) identify companies resilient to economic downturns.
Finding 3: Valuation discipline amplifies returns. Buying the same quality companies at lower prices (JPM at P/E 11.2 vs. the average financial stock at P/E 14) adds 2-4% to annual returns.
Methodology
This analysis uses data from the ValueMarkers screener, covering 73 global exchanges and 120+ fundamental indicators. Metrics include debt-to-equity, beneish-m-score, piotroski-f-score among others.
All figures reflect the most recently reported fiscal year data. Peer comparisons use sector-specific quartile rankings to account for industry differences in capital structure and profitability norms.
Implications for Your Portfolio
Use these findings to refine your screening criteria. The ValueMarkers VMCI Score condenses these multi-factor insights into a single composite rating with five pillars: Value (35%), Quality (30%), Integrity (15%), Growth (12%), and Risk (8%).
Screen for companies scoring above 70 on the VMCI, then apply your stocks to buy analysis as a secondary filter. This two-step process identifies the strongest intersection of quality and value.
How to Apply This in Practice
Turning theory into a repeatable workflow is where most investors get stuck. Here is a step-by-step approach that keeps the process disciplined.
- Start with the screener and filter for stocks that meet your basic quality thresholds across the 120+ indicators ValueMarkers tracks.
- Pull the last three to five years of financials for each candidate. Trends matter more than any single data point.
- Benchmark against two or three peers in the same industry. Absolute numbers mean little without a reference point.
- Cross-check the result with an independent lens, such as a DCF valuation or the 5-pillar score on the leaderboard.
- Document your thesis in writing before you act. If you cannot defend the position on paper, the conviction is likely not there yet.
Common Mistakes to Avoid
A few pitfalls repeat across every investor who works with stocks to buy.
- Treating one indicator as a verdict. A single ratio never tells the full story. Pair it with context from the methodology and other pillars.
- Using stale data. Financials from two years ago can distort conclusions. Always work from recent filings.
- Ignoring the industry baseline. Acceptable ranges differ across sectors, so compare within a peer group rather than a broad index.
- Skipping the quality check. Weak earnings quality can make an otherwise attractive number misleading. Run a Piotroski and Altman review alongside it.
- Confusing a low figure with a bargain. Sometimes the market is pricing in real deterioration. Confirm the thesis before acting.
When This Applies - And When It Does Not
Every method has a natural habitat. Stocks to buy fits certain businesses and strains on others.
It tends to work well for mature companies with stable cash flow, modest capex needs, and a track record of consistent results. These are the kinds of names that value investors screen for on the screener.
It tends to break down for companies with negative earnings, heavy restructuring, rapid acquisition activity, or early-stage business models that burn cash by design. In those cases, alternative lenses such as sum-of-the-parts or a revenue-based multiple are more informative.
The honest answer is that no single tool covers every scenario. Knowing when to set it aside is as valuable as knowing how to apply it.
Key Limitations
Honesty is the price of admission for any serious framework. Stocks to buy comes with real caveats.
- Accounting choices shape the inputs. Two firms can report similar headline numbers while applying different assumptions underneath.
- Past performance does not guarantee future results. The signal is descriptive, not predictive.
- Industry distortions are common. Financial firms, insurers, REITs, and utilities often need specialized treatment.
- One-off events can flatter or punish the figure. A divestiture, impairment, or tax adjustment can reshape the picture for a single period.
- Sentiment and macro conditions are outside the model. Interest rates, credit cycles, and capital flows can override fundamentals for long stretches.
Further reading: SEC EDGAR · FRED Economic Data
Why stocks to buy for investors Matters
This section anchors the discussion on stocks to buy for investors. The detailed treatment, formula, and worked examples appear in the body of this article above. The points below summarize the most important takeaways for value investors who want to apply stocks to buy for investors in real portfolio decisions. ValueMarkers exposes the underlying data on every covered ticker via the screener and stock profile pages, so the concepts in this article translate directly into actionable filters.
Key inputs for stocks to buy for investors
See the main discussion of stocks to buy for investors in the sections above for the full treatment, including the inputs, the calculation methodology, the typical sector benchmarks, and the most common pitfalls to avoid. The ValueMarkers screener lets value investors filter the full universe of 100,000+ stocks across 73 exchanges using stocks to buy for investors alongside the rest of the 120-indicator composite, with sector percentiles and historical trends shown on every stock profile.
Sector benchmarks for stocks to buy for investors
See the main discussion of stocks to buy for investors in the sections above for the full treatment, including the inputs, the calculation methodology, the typical sector benchmarks, and the most common pitfalls to avoid. The ValueMarkers screener lets value investors filter the full universe of 100,000+ stocks across 73 exchanges using stocks to buy for investors alongside the rest of the 120-indicator composite, with sector percentiles and historical trends shown on every stock profile.
Frequently Asked Questions
is coca cola a good stock to buy
Coca-Cola (KO) trades at a P/E of 23.7 with an ROIC of 12.8% and a dividend yield of 3.0%. It has increased dividends for over 60 consecutive years. Whether it is a good buy depends on your required return and valuation criteria. At current prices, the yield provides income but growth remains modest.
how to invest in stock options
Stock options give you the right to buy (call) or sell (put) shares at a set price before expiration. Value investors use options primarily for covered calls (generating income on existing positions) and cash-secured puts (acquiring stocks at desired prices). Always understand maximum loss before entering any position.
is ko stock a good buy
Coca-Cola (KO) at P/E 23.7 offers a 3.0% dividend yield with 60+ years of consecutive increases. ROIC of 12.8% is solid but not exceptional. KO suits income-focused investors seeking stability. Growth-oriented investors may find better ROIC elsewhere (MSFT at 35.2%, AAPL at 45.1%).
what's equivalent to motley fool epic plus
Services comparable to Motley Fool Epic Plus include Morningstar Premium, Seeking Alpha Premium, and ValueMarkers. Each offers stock analysis, screeners, and investment recommendations. ValueMarkers differentiates with 120+ fundamental indicators, the VMCI Score across 73 exchanges, and guru portfolio tracking.
how to invest in private companies before they go public
This is a common question among investors researching stocks to buy. The answer depends on your specific investment goals and risk tolerance. Use fundamental metrics like P/E ratio (JPM at 11.2), ROIC (MSFT at 35.2%), and Piotroski score (V at 8) to evaluate any investment decision. The ValueMarkers screener provides 120+ indicators across 73 exchanges to help answer questions like this with real data.
what stocks to buy
Focus on companies with high ROIC (AAPL at 45.1%, MSFT at 35.2%), strong Piotroski scores (V at 8), and reasonable valuations (JPM at P/E 11.2, BRK.B at P/B 1.5). Screen for these metrics using the ValueMarkers screener across 73 global exchanges rather than following tips.
Ready to put this analysis into practice? Use the ValueMarkers Screener to screen stocks by debt-to-equity, beneish-m-score, piotroski-f-score, and 120+ other indicators across 73 global exchanges.
Written by Javier Sanz, Founder of ValueMarkers Last updated April 2026
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Disclaimer: This content is for informational and educational purposes only and does not constitute investment advice, a recommendation, or an offer to buy or sell any security. Past performance does not guarantee future results. Consult a licensed financial advisor before making investment decisions.
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