Direction Prediction (90-day backtest):46.4% accuracy across 166 calls. High-confidence zone (100%+) achieves 66.7% accuracy (8/12).
Trend Strategy — Long Only (15/20/5):44.1% win rate across 1,900 trades. Portfolio PnL +157,998 with 74/127 profitable assets.
Key Insight: Direct futures strategy application loses -202,222 on crypto. Trend-following (long-only with trailing stops) is the correct approach for digital asset markets.
Data Coverage:501 cryptocurrencies tracked with real-time prices via CoinGecko, 480+ historical data files.
Backtest period: 90 days (Jun 2026). Strategy parameters: min amplitude 15%, min momentum 20%, trailing stop 5%. Past performance does not guarantee future results.
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Demo Trading $10,000 USDT Simulated
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