Idc. use whatever criteria and methods ne

Important Note Up Front

It’s not possible to guarantee “massive surges and breakouts over the next 48 hours”–short‑term price spikes are inherently unpredictable and very high risk. What we can do is screen for stocks that historically show characteristics associated with a higher probability of short‑term momentum moves, which is what these filters are designed to do.

Screening Filters

1. market_cap: 50,000,000 – 2,000,000,000 & market_cap_category: small

   • Purpose: Restrict results to small‑cap companies.
   • Rationale:
     • Your request explicitly targets small‑cap names.
     • Market caps between 50M and2B are a common operational definition of small cap.
     • Small caps are often more volatile and can move sharply on news or volume, making them more suitable for the type of “massive surge/breakout” behavior you’re asking about.

2. price: 0.10 – 5

   • Purpose: Focus on penny stock–like pricing within small caps.
   • Rationale:
     • You specifically want penny stocks; in practice, traders often treat stocks under $5 as “penny”/low‑priced, even if not literally under $1.
     • The lower bound at $0.10 avoids the most illiquid or structurally distressed sub‑penny names, which often have unreliable pricing and execution.
     • This range targets low‑priced small caps that can have large percentage moves on relatively small absolute price changes.

3. relative_vol: min 2

   • Purpose: Capture stocks trading at unusually high volume versus their normal activity.
   • Rationale:
     • Relative volume ≥ 2 means the stock is trading at least 2× its average volume over the chosen lookback.
     • Elevated volume is a classic sign of accumulation, increased attention, or news catalysts, all of which are often present before or during breakouts.
     • This directly aligns with your interest in names that might be starting or in the middle of momentum surges.

4. support_resistance_relationship: PriceBreakResistance

   • Purpose: Find stocks breaking above a defined resistance level.
   • Rationale:
     • A breakout above resistance is one of the most common technical triggers traders use when looking for sharp upside continuation.
     • This filter specifically looks for price action that has just moved through a recent ceiling, which is exactly the type of behavior you describe as “massive surges and breakouts.”
     • Combining a resistance break with high relative volume strengthens the case that the move may be meaningful rather than random noise.

5. region: United States

   • Purpose: Focus on U.S.‑listed equities.
   • Rationale:
     • U.S. markets (NYSE, NASDAQ, AMEX) have good liquidity, regulation, and data quality, which matters when scanning for fast‑moving setups.
     • Keeps the universe consistent in terms of trading hours, regulatory environment, and reporting standards, making the comparisons more reliable for a short‑term trading context.

6. list_exchange: XNYS, XNAS, XASE

   • Purpose: Limit to major U.S. exchanges (NYSE, NASDAQ, AMEX).
   • Rationale:
     • Many true penny stocks trade OTC, where liquidity and transparency are much poorer and manipulation risk is higher.
     • Focusing on major exchanges provides:
       • Better execution quality and tighter spreads, important for short‑term trades.
       • Generally more reliable data, reducing noise in technical signals like volume and breakouts.
     • Still allows for lower‑priced, highly speculative names, but with somewhat more structure and oversight.

7. one_day_rise_prob: min 60

   • Purpose: Include only stocks where a model or statistical measure estimates at least a 60% probability of rising over the next day.
   • Rationale:
     • Your question focuses on the next 48 hours, so a short‑term upside probability filter is directly tied to your time horizon.
     • A minimum of 60% is relatively aggressive, trying to bias towards setups that historically have shown above‑random odds of near‑term gains.
     • While no model can ensure a “massive surge,” this filter is an attempt to emphasize favorable short‑term conditions based on past patterns.

Why These Results Match Your Intent

• You asked for small‑cap penny stocks → addressed by market_cap + small‑cap category + price 0.10–5.
• You want massive surges/breakouts over the next 48 hours → approximated by:
  • PriceBreakResistance (technical breakout signal),
  • relative_vol ≥ 2 (unusually strong participation, often present in big moves),
  • one_day_rise_prob ≥ 60 (bias towards names statistically more likely to rise in the near term).
• You implicitly need tradable, reasonably transparent names → ensured by region: United States and major U.S. exchanges (XNYS/XNAS/XASE).

Together, these filters narrow the universe to U.S. small‑cap, low‑priced stocks that are breaking resistance on high volume and statistically skewed toward near‑term upside, which is the closest systematic match to your request for candidates with potential for sharp, near‑term breakouts.