Name one stock, I should buy today

Screening Filters

1. Market Cap ≥ $10B (market_cap: min 10000000000)

   • Purpose: Focus on larger, more established companies.
   • Rationale: When someone asks for “one stock I should buy today,” they’re usually looking for something relatively solid, not a speculative micro-cap. Large-cap stocks tend to have more stable business models, better disclosure, and lower risk of catastrophic failure compared with small, thinly traded names.

2. Monthly Average Dollar Volume ≥ $1M (monthly_average_dollar_volume: min 1000000)

   • Purpose: Ensure the stock is highly liquid and easy to trade.
   • Rationale: A stock you can “buy today” should be easy to get in and out of without moving the price too much. This liquidity filter reduces the risk of wide bid–ask spreads and slippage, making it more practical for an average investor to trade.

3. Price Above 20-Day Moving Average (moving_average_relationship: PriceAboveMA20)

   • Purpose: Capture stocks in a short-term uptrend or with positive recent momentum.
   • Rationale: Since you’re asking what to buy now, this filter favors stocks that are currently acting well in the market, rather than those in a downtrend. Being above the 20-day moving average suggests near-term price strength rather than weakness.

4. Region = US (region: US)

   • Purpose: Limit the universe to U.S.-listed companies.
   • Rationale: U.S. markets are among the most liquid and transparent, with strong regulatory oversight. For a generic “one stock to buy today” request (without specifying a country), it’s reasonable to default to a major, well-regulated market where most users can get access.

5. Quarterly Revenue YoY Growth ≥ 10% (quarter_revenue_yoy_growth: min 10)

   • Purpose: Focus on companies with solid, recent business growth.
   • Rationale: Sustainable revenue growth is a key driver of long-term stock performance. Requiring at least 10% year-over-year revenue growth in the latest quarter steers us to businesses that are actually expanding, rather than stagnant or shrinking, which is more consistent with a “buy” candidate.

6. P/E (TTM) Between 10 and 30 (pe_ttm: min 10, max 30)

   • Purpose: Filter for reasonably valued growth—neither too cheap nor excessively expensive.
   • Rationale:
     • A minimum P/E of 10 helps avoid many distressed or deeply troubled companies that might look “cheap” but have serious issues.
     • A maximum P/E of 30 helps avoid the most aggressively valued names where expectations are already very high and downside risk from any disappointment is larger.
       This range targets companies with growth and quality but at somewhat reasonable valuations.

7. Model-Predicted 1-Month Return ≥ 0 (one_month_predict_return: min 0)

   • Purpose: Use a quantitative model’s view to avoid names with a negative expected short-term return.
   • Rationale: While no model can guarantee performance, this filter excludes stocks that the model expects to underperform over the next month. For someone asking what to buy today, it’s logical to at least rule out names with a negative expected near-term outlook.

Why Results Match:

• The filters collectively aim to identify liquid, large, U.S.-listed companies with real revenue growth, reasonable valuations, and positive near-term price and model momentum, which are sensible characteristics for candidates you might consider buying now.
• There is no way to guarantee that any single stock you buy today will go up, but these criteria tilt the selection toward higher-quality, growing businesses behaving well in the market, which is about as close as one can get to a rational starting point for “a stock to buy today” using a screener.