Stock analysis isn’t just about numbers—it’s about strategy, performance, and competition. StockBowl takes a tournament-style approach to investing, turning market analysis into a head-to-head battle to determine the strongest stocks in play.
It started with a simple question: Which stocks truly hold the best investment potential? Not just based on momentary gains, but on volatility, trend consistency, liquidity, and risk-adjusted returns. Instead of just analyzing stocks in isolation, I wanted to compare them the way an investor actually would—side by side, in a structured elimination format, until only the best remained.
Here’s how it works:
- Eight stocks enter—four gainers, four losers, each chosen from Q4 2024 + January 2025.
- Matchups begin—gainer vs. loser, analyzing key financial metrics to determine who advances.
- Final rounds decide the best—the strongest stocks battle it out, refining the selection down to the top 1-3 best investment opportunities.
- ETFs get their own challenge—AVGX is tested against SPY and individual stocks to see if it’s a viable choice or just mirroring the market.
This isn’t just about ranking stocks. It’s about finding the strongest players in the market using real-world investment logic. The goal? To take deep financial analysis and turn it into a competitive, engaging, and strategic investment study.
StockBowl is more than just a project—it’s a game plan for smart investing.
See who wins here:
Kirsten Dawn Formento Stockbowl - Data Analysis Project
Wish to see how we analyzed the metrics? Check our GitHub Repository:
Embed GitHub
