High risk high reward stocks

Screening Filters

1. Market Capitalization: 100M – 5B USD

   • Purpose: Focus on small- to mid-cap companies.
   • Rationale:
     • Smaller companies tend to be riskier (less established, more sensitive to economic and sector shocks).
     • At the same time, they often have more room to grow, so upside can be much larger than for mega-caps.
     • This aligns with “high risk, high reward” by avoiding very tiny microcaps (often pure speculation) while still capturing companies with meaningful growth potential.

2. Beta: HighRisk

   • Purpose: Select stocks with high volatility relative to the overall market.
   • Rationale:
     • High beta means the stock typically moves more than the market (both up and down).
     • This is a direct measure of “risk” in terms of price swings, and also creates more opportunity for outsized gains (and losses).
     • Fits the “high risk” side explicitly using a standard risk metric.

3. Price: 2 – 50 USD per share

   • Purpose: Keep stocks in a tradable, generally more accessible range.
   • Rationale:
     • Very low-priced “penny stocks” (under ~$2) are often extremely speculative, illiquid, and prone to manipulation; this filter avoids the most extreme cases.
     • Excluding very high-priced stocks (over $50) further pushes the universe toward smaller/mid-sized names, which often have more growth potential than mature, high-priced blue chips.
     • This supports “high reward” while avoiding the worst quality end of the risk spectrum.

4. Quarter Price Change %: ≥ 15%

   • Purpose: Focus on stocks already showing strong recent momentum.
   • Rationale:
     • A 15%+ gain in the last quarter suggests the market is re-rating the stock higher—often due to improving fundamentals, sentiment, or catalysts.
     • Momentum can continue, especially in smaller, volatile names, contributing to “high reward” potential.
     • It also reinforces “high risk,” because strong momentum names can reverse sharply.

5. Quarter Revenue YoY Growth: ≥ 25%

   • Purpose: Require strong recent fundamental growth.
   • Rationale:
     • Companies growing revenue 25%+ year-over-year are typically in expansion/growth phases, not mature slow-growth stages.
     • High growth can justify large upward revaluations (higher future price potential), which reflects the “reward” side.
     • High-growth companies are also more sensitive to execution and market expectations, increasing risk if growth slows.

Why Results Match “High Risk, High Reward”

• High volatility & smaller size = higher risk:
  High beta and small/mid-cap market caps target companies whose prices move more and whose businesses are less stable and diversified.

• Strong growth & recent momentum = higher reward potential:
  Fast revenue growth and recent 15%+ price gains focus on companies the market is rewarding, with fundamentals that can support continued upside.

• Balanced speculation vs. total lottery tickets:
  The price and market cap ranges avoid the most extreme penny-stock/speculative names, aiming for a mix of genuinely risky but fundamentally growing companies that can plausibly deliver large returns.