Too buy right now for quick gain

Important Note

No screen can guarantee “quick gains” or short‑term profits. What these filters do is tilt the odds toward stocks that have recent positive momentum, liquidity, and decent size, which historically are more suitable for short‑term trading than random picks—but there is still meaningful risk.

Screening Filters

1. market_cap ≥ 2,000,000,000 (≥ $2B)

   • Purpose: Focus on mid- and large-cap companies.
   • Rationale:
     • Larger companies are generally more stable and less easily manipulated than tiny microcaps.
     • For “quick gains,” many traders still prefer names that institutions can trade in size, which tends to be mid/large caps.

2. market_cap_category: ['large', 'mid']

   • Purpose: Explicitly restrict results to mid- and large-cap stocks.
   • Rationale:
     • Aligns with the dollar threshold above and reduces exposure to highly speculative small/micro caps.
     • Strikes a balance between enough volatility for movement and enough stability/liquidity for practical trading.

3. monthly_average_dollar_volume ≥ 1,000,000

   • Purpose: Ensure stocks are liquid (at least $1M traded per day on average over a month).
   • Rationale:
     • Quick trades need liquidity so you can enter and exit without huge slippage.
     • Filters out illiquid, thinly traded stocks that can move wildly on small orders and be hard to sell.

4. moving_average_relationship: ['PriceAboveMA20']

   • Purpose: Capture stocks currently trading above their 20-day moving average.
   • Rationale:
     • Price above a short-term moving average is a classic sign of recent bullish momentum.
     • For “quick gains,” traders often want stocks already in short-term uptrends rather than ones still falling.

5. rsi_category: ['moderate']

   • Purpose: Select stocks with a neutral/moderate RSI (neither oversold nor overbought).
   • Rationale:
     • Avoids stocks that are extremely overbought (which may be due for a pullback) or oversold (which might be cheap but weak).
     • A moderate RSI suggests the trend may continue without being too stretched for a short-term move.

6. month_price_change_pct: {'min': '10', 'max': '50'}

   • Purpose: Keep stocks that rose 10–50% in the past month.
   • Rationale:
     • A minimum of +10% ensures there is clear recent strength—momentum traders often look for names “already moving.”
     • Capping at +50% avoids the most explosive recent movers that may be at bubble-like, unsustainable levels and very vulnerable to sharp corrections.

7. region: ['United States']

   • Purpose: Limit search to U.S.-domiciled companies.
   • Rationale:
     • U.S. markets are highly liquid and transparent.
     • Helps avoid additional risks like foreign regulatory, currency, or liquidity issues for a quick-gain approach.

8. list_exchange: ['XNYS', 'XNAS', 'XASE']

   • Purpose: Restrict to major U.S. exchanges (NYSE, NASDAQ, NYSE American).
   • Rationale:
     • Excludes OTC/pink-sheet stocks, which can be very illiquid and prone to manipulation.
     • Major exchanges generally imply better reporting standards and more consistent trading.

9. one_week_rise_prob ≥ 60

   • Purpose: Use a model’s estimate that the stock has at least a 60% probability of rising over the next week.
   • Rationale:
     • Directly addresses your desire for “quick gains” by focusing on names where historical and statistical patterns suggest a higher chance of near-term upside.
     • Still a probability, not a guarantee—40% of the time such names may not rise or may fall.

10. one_week_predict_return ≥ 3 (%)

    • Purpose: Require a model-predicted 1-week return of at least +3%.
    • Rationale:
      • Targets stocks where the expected short-term move is material, not just marginal.
      • For someone looking for quick gains, a 3%+ projected move in a week is meaningful, yet not so extreme as to rely solely on lottery-like behavior.

Why the Results Match Your Intent

• Oriented to quick, short-term moves:

  • Momentum-based filters (PriceAboveMA20, +10–50% 1-month gain) plus explicit one-week probability and return forecasts all target near-term upside, not long-term value.

• Balanced between opportunity and risk:

  • Mid/large caps and major U.S. exchanges reduce the chance of extreme, illiquid speculation while still allowing for active price movement.

• Tradable in practice:

  • Liquidity constraints (≥$1M average dollar volume) help ensure you can realistically get in and out without huge spreads, which is essential for a quick-trade strategy.

These filters, taken together, narrow the universe to relatively liquid, reasonably sized U.S. stocks that have already shown recent strength and have statistically favorable short-term prospects—consistent with seeking “good to buy right now for quick gains,” while recognizing that no outcome is guaranteed.