What stocks will gain the most today

Note on expectations

It isn’t possible to guarantee which stocks “will gain the most today.” What we can do instead is identify stocks that, based on historical patterns and current data, have a higher estimated probability of rising and a higher forecasted intraday return. The filters below are designed with that in mind.

Screening Filters

1. Market Cap ≥ 500,000,000 (≥ $500M)

   • Purpose: Focus on mid‑cap and larger companies, avoiding very small and illiquid stocks.
   • Rationale:
     • Extremely small-cap stocks can move a lot but are often driven by noise, manipulation, or very low liquidity.
     • For “expected to gain the most today,” it’s more useful to look at names where price moves are somewhat more reliable and tradable (tighter spreads, more volume).

2. Relative Volume ≥ 1.5

   • Purpose: Select stocks trading at least 1.5× their normal volume.
   • Rationale:
     • Elevated volume often signals unusual interest, news, or catalysts that can drive bigger intraday moves.
     • Higher relative volume supports stronger and more sustainable price trends during the day.

3. Price Change % ≥ 0.0001 (slightly positive)

   • Purpose: Ensure the stock is at least slightly green on the day.
   • Rationale:
     • If you’re asking for stocks “expected to gain the most today,” it’s reasonable to prioritize names that are already showing early strength versus those flat or down.
     • The tiny minimum avoids excluding a stock that has just started to move but hasn’t yet posted a big gain.

4. Region = United States

   • Purpose: Restrict results to U.S. companies.
   • Rationale:
     • Directly matches your request for U.S. stocks.
     • Ensures the result set aligns with U.S. trading hours, regulations, and market structure.

5. Exchange in [XNYS, XNAS, XASE] (NYSE, NASDAQ, NYSE American)

   • Purpose: Limit to the main U.S. stock exchanges.
   • Rationale:
     • These are the primary, most liquid equity markets in the U.S.
     • Helps avoid OTC and very lightly traded venues where prices can be erratic and less reliable.

6. One-Day Rise Probability ≥ 70%

   • Purpose: Focus on stocks with a model-estimated ≥70% probability of finishing the day higher.
   • Rationale:
     • This directly addresses “expected to gain” by using a probabilistic forecast.
     • A 70% threshold is relatively strict, filtering out names with weak or ambiguous signals.

7. One-Day Predicted Return ≥ 3%

   • Purpose: Require a forecasted daily gain of at least 3%.
   • Rationale:
     • You asked for stocks “expected to gain the most today,” so we’re not just looking for any positive move, but for those with meaningful expected upside.
     • A minimum predicted return ensures we favor stronger potential movers, not just marginal gainers.

Why the Results Match Your Request

• The U.S. region and major exchange filters ensure all candidates are U.S.-listed stocks in the main markets, matching your geographic and market focus.
• The one_day_rise_prob and one_day_predict_return filters explicitly target stocks that models estimate to both:
  • Have a high probability of finishing up on the day, and
  • Offer above-average expected intraday gains.
• The relative volume and positive price change filters ensure current trading data confirm that these stocks are already showing unusual activity and early price strength consistent with a potential strong up day.
• The market cap minimum keeps the list focused on more established, tradable names, where signals are generally more reliable and execution is easier.

Together, these filters narrow the universe to U.S. stocks that are statistically more likely to post notable gains today, while avoiding the most speculative, thinly traded names.