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Asymmetric Trend-Following System: 12% CAGR — Does It Beat SPY?

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Welcome back to Avalon QuantBrief, where we dissect institutional-grade trading strategies for the modern market. Today, we are exploring an asymmetric trend-following system designed to capture massive upside in high-beta assets while systematically dodging devastating market crashes. By adapting a famous 2019 academic framework, we show how tactical risk controls can tame even the most volatile leveraged instruments. Backtest Summary (2017–present) 📈 CAGR: 11.9% 📉 Max Drawdown: -33.4% ⚡ Sharpe Ratio: 0.62 💰 Total Return: 205.3% 🎯 Universe: TQQQ, UPRO, SPXL, TNA, SOXL, TLT, GLD, SHY The Power of Trend Following In an era of extreme market swings and sudden regime shifts, traditional buy-and-hold strategies can expose your capital to devastating drawdowns. This institutional-grade framework aims to solve this by capturing massive upside in high-beta assets while systematically dodging market crashes. Let's see how this robust methodology holds up in today's volati...