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5 Backtesting Mistakes That Destroy Your Live Trading Results (Backtesting Like the Pros)

Why professional backtests survive live trading (and amateur backtests don't)
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Trend Following vs. Mean Reversion: Which Strategy Wins in 2026?
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These 7 Indicators Still Generate Alpha in Your Mean-Reversion Trading
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3x Leveraged ETF Strategy: 1,481% Return With 28% Drawdown (Trading Strategy Rules)
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Algorithmic ETF Trading Strategy: How $100K Grew to $3.95M
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This Trading Strategy on SPY Outperforms SPY Itself
4 Ways to Extract Tradable Alpha from the S&P 500’s Midnight Anomaly
 • SetupAlpha
Trend Following vs. Mean Reversion: Which Strategy Wins in 2026?
In the world of quantitative finance, there are two distinct religions.
 • SetupAlpha
These 7 Indicators Still Generate Alpha in Your Mean-Reversion Trading
The 7 indicators with minimal lag and strong performance across volatility regimes.
 • SetupAlpha
Can Day Trading Really Be Profitable? (+ Future Plans)
Future Plans, Risk Management, and Why Some Strategies Look Better in Backtests Than Reality
 • SetupAlpha
Turn $20K Into $581K With This Small-Cap Breakout Strategy (Rules Inside)
Extremely Bullish US Small-Cap Stocks Breakout Strategy With Rules and RealTest code.
 • SetupAlpha
How to Spot Fake Breakouts in Small-Cap Stocks (+ The Exact AI Prompt I Use to Avoid Them)
Why Most Small-Cap Breakouts Fail (And How AI Made It Worse)
 • SetupAlpha
How to Identify Top-Performing Small-Cap Stocks (Using Research-Backed Criteria)
Proven Principles for Choosing Small-Cap Stocks. Backed by Real Evidence.
 • SetupAlpha
The 2 AI Prompts I Use Daily to Build Real Trading Edge in 2025
Without these 2 prompts, I’d fall behind in the trading industry.
 • SetupAlpha
Does Wall Street’s #1 Trading Strategy ‘Buy Top Stocks, Sell Bottom Stocks’ Still Work? (See My Fully Tested Results)
I Backtested the Classic Academic Momentum Strategy to 2025
 • SetupAlpha
How Simplicity Turns $100K Into $1.7M with 2 Simple Trading Strategies
2 Simple SPY Strategies I'd Use If I Wasn't an Algo Trader. Rules step-by-step.
 • SetupAlpha
The Best Jim Simons' 47+ Trading & Life Wisdoms (Tips & Secrets)
I watched every interview, read every article, and extracted the timeless lessons from the world’s greatest quant.
 • SetupAlpha
Algorithmic ETF Trading Strategy: How $100K Grew to $3.95M
What happens when you replace Treasury bonds with gold in a leveraged TQQQ & GOLD ETF strategy? Full strategy rules step-by-step adn RealTest code.
 • SetupAlpha
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