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I Ran a 4-Strategy AI Trading Tournament in Paper Trading — Here's Who Won
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I Ran a 4-Strategy AI Trading Tournament in Paper Trading — Here's Who Won

via Dev.to PythonRay2h ago

The Tournament Idea Every algo trader has opinions about which strategy is better. RSI mean reversion? MACD crossover? Momentum? Everyone argues. Nobody runs the experiment. So I set up a controlled paper trading tournament inside TradeSight: four strategies, same universe of stocks, same starting capital ($500 each), running in parallel for 30 days. No cherry-picking. No curve-fitting. Just run them and see. Here's what happened. The Competitors Strategy 1: RSI Mean Reversion Buy when RSI < 30 (oversold). Sell when RSI > 70 (overbought) or after 5 days. Classic momentum fade. Works in range-bound markets. Gets destroyed in trends. Strategy 2: MACD Crossover Buy when MACD line crosses above signal line. Sell on reverse cross or 10% trailing stop. Trend-following. Slower to enter, slower to exit. Less noise, more whipsaw. Strategy 3: Bollinger Band Squeeze Buy when price crosses above lower band after a squeeze (bands tighten). Exit on upper band touch. Volatility-based. Works well afte

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