Which ai stock will surge most on Tuesday

Note on the question

No screen (or analyst) can guarantee which AI stock will “surge the most” on a specific day like Tuesday. What these filters do is tilt the search toward AI‑related stocks that, based on historical patterns and models, have a higher estimated probability of a meaningful one‑day gain.

Screening Filters

1. market_cap: min 2,000,000,000 (≥ $2B)

   • Purpose: Focus on mid‑cap and larger companies.
   • Rationale:
     • You’re asking about an “AI stock” likely to surge on a specific day. Extremely small or micro‑cap stocks can move wildly, but those moves are often driven by illiquidity or manipulation rather than fundamentals or broad AI trends.
     • A ≥ $2B market cap keeps the focus on more established AI beneficiaries where:
       • Liquidity is better (easier to enter/exit positions).
       • Price moves are more likely tied to real news, earnings, or AI-related developments rather than random spikes.

2. themes: ["AI Beneficiary", "Technology", "Software as a Service", "Cloud Computing", "Semiconductor Equipment & Materials", "Electronic Components", "Semiconductors & Semiconductor Equipment"]

   • Purpose: Restrict results to companies meaningfully tied to AI and its infrastructure.
   • Rationale:
     • "AI Beneficiary": Directly targets companies expected to benefit from AI adoption—either by providing AI tools, platforms, or by having business models enhanced by AI.
     • "Technology" / "Software as a Service" / "Cloud Computing": Many pure‑play AI firms and AI‑heavy businesses are software- or cloud-based (e.g., model hosting, data platforms, AI APIs). Including these themes broadens the net to capture AI‑exposed names that might not be labeled strictly as “AI” but are core to the ecosystem.
     • "Semiconductor Equipment & Materials" / "Electronic Components" / "Semiconductors & Semiconductor Equipment": These are the “picks and shovels” of AI:
       • GPU and accelerator makers
       • Memory and high‑speed interconnect suppliers
       • Chip equipment vendors needed to manufacture AI chips
         These often move sharply on AI sentiment, even if they’re not marketed as “AI companies” to consumers.
     • Collectively, these themes ensure the screen surfaces businesses whose fundamentals and news flow are plausibly driven by AI demand.

3. list_exchange: ["XNYS", "XNAS", "XASE"] (NYSE, NASDAQ, AMEX)

   • Purpose: Limit results to major U.S. exchanges.
   • Rationale:
     • Stocks on NYSE, NASDAQ, and AMEX are generally:
       • More liquid
       • Better regulated
       • More widely followed by analysts and institutions
     • For a question about “surging” on a particular weekday, you want names most investors can actually trade easily and where price forecasts are based on rich, reliable data.

4. one_day_rise_prob: min 52 (≥ 52% probability of rising)

   • Purpose: Select stocks where the model estimates better‑than‑coin‑flip odds of a positive return on the target day.
   • Rationale:
     • Your question is about which stock is “likely” to surge. This filter explicitly pulls in a probability-based forecast of price direction for the next day.
     • By setting the minimum above 50%, the screener focuses on names where the model’s signals (e.g., momentum, volatility, patterns, events) lean bullish for that specific day rather than being neutral or negative.

5. one_day_predict_return: min 1.5 (≥ +1.5% predicted one-day return)

   • Purpose: Focus on stocks with a model‑estimated strong potential upside in a single session.
   • Rationale:
     • A 1.5% predicted one-day move is relatively large for a single trading day, especially in larger-cap names.
     • This aligns with your word “surge”—which implies more than a marginal uptick.
     • Combining this with the probability filter means:
       • Not just likely to go up, but
       • Likely to go up by a meaningful amount.

Why Results Match Your Request

• The theme filters concentrate on genuine AI players and infrastructure providers, so the list is actually made up of “AI stocks” in a broad, economically relevant sense.
• The market cap and exchange filters improve quality and tradability, focusing on established, liquid names where a surge would be meaningful and less random.
• The one_day_rise_prob and one_day_predict_return filters directly operationalize “likely to surge” into:
  • Higher-than-average probability of a gain on Tuesday, and
  • A sizable model‑forecasted one‑day return.

Overall, the screener can’t promise which stock will surge the most, but these filters narrow the universe to AI‑related stocks with statistically higher odds of a strong positive move on Tuesday.