Screening Filters
Market Cap ≥ $5,000,000,000
- Purpose: Focus on larger, more established companies.
- Rationale:
- Large-cap stocks tend to have more stable business models, more analyst coverage, and more reliable data for prediction models.
- When asking for stocks “predicted to rise,” it’s safer to rely on companies where price moves are less likely to be driven purely by random illiquidity or hype.
Price Between $10 and $250
- Purpose: Exclude ultra-low-priced penny stocks and very high-priced outliers.
- Rationale:
- Stocks under $10 can be more speculative, volatile, and easily manipulated, which makes any short-term prediction less reliable.
- Extremely high-priced stocks (e.g., $500–$1000+) may be less accessible for some investors and can distort percentage-move expectations.
- This range balances accessibility with quality and reduces noise in the results.
Monthly Average Dollar Volume ≥ $1,000,000
- Purpose: Ensure sufficient liquidity.
- Rationale:
- A minimum of $1M traded per month indicates that there’s enough buying and selling activity to enter and exit positions without huge slippage.
- For a one-week view, it’s important that the stock actually trades actively; otherwise, even if it’s “predicted” to rise, you may not be able to execute trades at reasonable prices.
One-Week Rise Probability ≥ 72%
- Purpose: Select stocks with a relatively high model-estimated probability of rising over the next week.
- Rationale:
- This filter directly targets your request: “stocks … predicted to rise in one week.”
- Setting a threshold (e.g., at least 72%) focuses the list on names where the predictive model sees a meaningfully better-than-random chance of a positive weekly return.
- It doesn’t guarantee gains, but tilts the selection toward higher-probability candidates.
One-Week Predicted Return ≥ 3%
- Purpose: Ensure not only a high probability of rising, but also a meaningful size of the expected move.
- Rationale:
- Some stocks might have a high probability of going up, but only by 0.5–1%, which may not be attractive after costs and risk.
- Requiring at least a 3% predicted return in one week screens for names where the upside is potentially significant enough to matter to short-term traders.
Why Results Match Your Question
The two prediction-based filters (one_week_rise_prob and one_week_predict_return) are explicitly designed to answer: “Which stocks are predicted to rise in one week?” They select stocks where the model expects both:
- A relatively high chance of a positive weekly return, and
- A sufficiently large expected gain.
The other filters (market cap, price, dollar volume) refine this universe to:
- More established, liquid, and tradable stocks,
- With prices in a practical range and data that’s more reliable for short-term forecasting.
Note: These are probabilistic model outputs, not guarantees. The filters are built to tilt the odds in your favor, not to ensure that every selected stock will rise within a week.
This list is generated based on data from one or more third party data providers. It is provided for informational purposes only by Intellectia.AI, and is not investment advice or a recommendation. Intellectia does not make any warranty or guarantee relating to the accuracy, timeliness or completeness of any third-party information, and the provision of this information does not constitute a recommendation.