Best stock pick today

Context

No screen can literally find “the best stock pick” in the US today—what’s “best” depends on risk tolerance, time horizon, sector preferences, etc., and future performance is uncertain.

These filters instead aim to narrow the US market to high‑quality, reasonably valued, liquid stocks with solid growth and constructive (but not overheated) price action—a realistic way to search for strong candidates.

Screening Filters

1. Market Cap ≥ $10B (market_cap: min 10,000,000,000)

   • Purpose: Focus on established, large-cap companies.
   • Rationale: Large caps are typically more stable, better researched, and less prone to extreme volatility than small/micro-caps. For a “best pick” in the entire US market, it’s reasonable to start with proven, sizeable businesses rather than speculative names.

2. Share Price Between $10 and $500 (price: min 10, max 500)

   • Purpose: Filter out very low-priced and extremely high-priced stocks.
   • Rationale:
     • Under $10 can include many distressed, penny, or highly speculative names.
     • Over $500 can limit accessibility for some investors and sometimes represent names that have already had massive runs (not always, but this keeps the universe practical).

3. Liquidity: Monthly Average Dollar Volume ≥ $1M (monthly_average_dollar_volume: min 1,000,000)

   • Purpose: Ensure stocks are actively traded and easy to enter/exit.
   • Rationale: A “best pick” should be realistically tradable. Higher dollar volume reduces bid–ask spreads and slippage, and avoids illiquid, obscure names where prices can be easily distorted.

4. Price Above 20-Day Moving Average (moving_average_relationship: PriceAboveMA20)

   • Purpose: Require short-term positive trend.
   • Rationale: If price is above its 20-day moving average, it suggests recent demand and upward momentum rather than a falling knife. For a “today” pick, you usually want something already in a constructive trend, not fighting current price pressure.

5. RSI in “Moderate” Range (rsi_category: moderate)

   • Purpose: Avoid both overbought and oversold extremes.
   • Rationale:
     • Overbought: may indicate a crowded trade and elevated pullback risk.
     • Oversold: may mean a downtrend or unresolved negative catalyst.
       “Moderate” RSI looks for names with healthy momentum but not at frothy extremes—balanced for a fresh entry.

6. 1-Month Price Change Between +5% and +40% (month_price_change_pct: min 5, max 40)

   • Purpose: Look for winners with reasonable recent strength.
   • Rationale:
     • At least +5%: confirms recent positive performance and market interest.
     • Cap at +40%: avoids names that have gone parabolic very recently, where short-term upside might be more limited and downside risk higher right after a huge spike.

7. Region: United States (region: United States)

   • Purpose: Restrict to US companies.
   • Rationale: Directly matches your request: “in the US stock market.”

8. US Major Exchanges Only (list_exchange: XNYS, XNAS, XASE)

   • Purpose: Focus on primary, reputable US exchanges (NYSE, Nasdaq, NYSE American).
   • Rationale: These exchanges have stricter listing standards, better reporting quality, and higher liquidity versus OTC or foreign exchanges—appropriate when searching for a top-tier candidate.

9. Net Margin ≥ 10% (net_margin: min 10)

   • Purpose: Require decent profitability.
   • Rationale: Net margin shows how much profit is kept from each dollar of revenue. A minimum of 10% typically indicates a company with some pricing power, efficient operations, or a strong business model—traits you’d look for in a “best idea” candidate.

10. Return on Equity (ROE) ≥ 15% (return_on_equity: min 15)

    • Purpose: Focus on efficient capital usage and shareholder returns.
    • Rationale: ROE measures how well a company generates profit from shareholders’ equity. ≥15% is a commonly used threshold for high-quality, well-managed businesses that compound value effectively.

11. Quarterly EPS YoY Growth ≥ 10% (quarter_eps_yoy_growth: min 10)

    • Purpose: Ensure recent earnings are growing.
    • Rationale: Positive, double-digit year-over-year EPS growth for the latest quarter indicates current business momentum. For “today’s” best pick, you want companies currently executing well, not just historically strong.

12. 5-Year EPS CAGR ≥ 15% (eps_5yr_cagr: min 15)

    • Purpose: Require strong long-term earnings growth.
    • Rationale: A 15%+ compound EPS growth rate over 5 years filters for companies with durable growth, not just a one-off good quarter. That’s aligned with looking for businesses that can continue compounding value over time.

13. PE (TTM) Between 10 and 35 (pe_ttm: min 10, max 35)

    • Purpose: Keep valuation within a “reasonable” band.
    • Rationale:
      • PE < 10 can sometimes indicate distressed or cyclical names with embedded risk.
      • PE > 35 can be very expensive relative to current earnings, increasing valuation risk.
        This range balances growth and quality against overpaying, which is key when looking for attractive risk–reward.

14. Price-to-Sales Ratio ≤ 10 (ps_ratio: max 10)

    • Purpose: Add another valuation guardrail, especially for growth names.
    • Rationale: For high-growth companies where earnings may be more volatile, P/S is helpful. Capping P/S at 10 avoids the most extreme, speculative valuations where expectations can be fragile.

15. Model-Predicted 1-Month Return ≥ 0% (one_month_predict_return: min 0)

    • Purpose: Exclude stocks where the model forecasts negative short-term performance.
    • Rationale: While these predictions are not guarantees, using a predictive signal to at least filter out names with expected negative returns is consistent with searching for candidates that are more likely (statistically) to do well over the next month.

Why Results Match Your Request

• You asked for the best stock pick in the US market today. These filters:
  • Restrict the universe to US-listed, large, liquid companies (realistic to buy/sell).
  • Emphasize profitability and capital efficiency (net margin, ROE).
  • Require both recent and multi-year earnings growth (quarterly EPS growth, 5-year EPS CAGR).
  • Impose valuation discipline, avoiding the most expensive and most distressed names (PE and P/S constraints).
  • Add trend and momentum criteria (price above 20-day MA, moderate RSI, positive recent returns) so the stock is already behaving well in the market today.
  • Use a predictive return filter to eliminate names with negative expected short-term performance.

Altogether, the screener is designed to surface a small set of high-quality, growing, reasonably valued US stocks with healthy technical trends right now, from which a “best” candidate can be chosen given your specific preferences and risk tolerance.