Stocks that predict to rise in one week

Screening Filters

1. 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.

2. 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.

3. 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.

4. 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.

5. 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.