The best stock to bye tomorrow

You’re asking for the “best stock to buy tomorrow,” which is a very short-term timing question. No screener can guarantee the single best pick for tomorrow, but these filters are designed to surface stocks with the strongest near-term setup and positive momentum, which is the closest practical way to answer that request.

Screening Filters

1. relative_vol min 1.5

• Purpose: Find stocks trading with above-average activity.
• Rationale: High relative volume often means the market is paying attention right now. For a “buy tomorrow” idea, you want names where momentum and liquidity are already increasing, because those stocks are more likely to make a meaningful move in the near term.

2. moving_average_relationship: PriceAboveMA5, PriceAboveMA20

• Purpose: Identify stocks trading in a short-term uptrend.
• Rationale: If price is above both the 5-day and 20-day moving averages, it suggests the stock has both immediate and slightly broader short-term strength. This helps filter out weak or declining names and focuses on stocks that are already trending upward.

3. macd bullish

• Purpose: Confirm positive momentum.
• Rationale: A bullish MACD signal is a classic technical indicator that the trend may be strengthening. Combined with price above moving averages, it increases the chance the stock is in an active upward move rather than just a temporary bounce.

4. rsi_category moderate

• Purpose: Avoid overbought or oversold extremes.
• Rationale: “Moderate” RSI suggests the stock has room to continue moving without being stretched too far. For a next-day trade, this helps reduce the risk of buying something that is already overextended and more likely to pull back.

5. region US

• Purpose: Limit the screen to U.S.-listed stocks.
• Rationale: This keeps the results focused on the user’s likely investable universe and improves relevance, especially for a quick buy decision where access, trading hours, and liquidity matter.

6. news_driver Positive

• Purpose: Find stocks supported by favorable news catalysts.
• Rationale: Positive news can be a major short-term driver for next-day price movement. This filter helps identify stocks that may have a catalyst behind the momentum, rather than relying on technicals alone.

7. one_week_predict_return min 0

• Purpose: Favor stocks with non-negative near-term expected return.
• Rationale: This acts as an additional forward-looking quality check. For a “buy tomorrow” query, it helps remove names that may look good technically but still have weak short-term expectations.

Why Results Match the User’s Request

• The user wants a stock to buy tomorrow, so the screen emphasizes short-term momentum, recent price strength, and near-term catalysts rather than long-term fundamentals.
• The combination of high relative volume, bullish MACD, and price above short-term moving averages targets stocks that are already moving in the right direction.
• Moderate RSI helps avoid chasing overheated stocks.
• Positive news increases the chance that the move has a real catalyst behind it.
• Non-negative 1-week predicted return adds a forward-looking layer to support the short-term setup.

Overall, these filters are appropriate because they try to identify U.S. stocks that have both technical strength and a possible news-driven catalyst, which is a sensible way to search for the most promising stock to buy for the next trading session.