Crypto Price Forecaster

An ensemble (XGBoost + LightGBM + RandomForest) statistical forecast using price, volume, Fear & Greed Index, and futures funding-rate data — backtested against buy-and-hold. Not financial advice, and not a precise prediction of anything.

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Price History

Forecast

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Backtest — strategy vs. buy-and-hold

What would have happened if you'd traded on this model's signal over the held-out test period, after fees, vs. simply buying and holding the same period.

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Disclaimer: This tool produces statistical estimates from an ensemble of models trained on historical data. It is not financial advice and is not a guarantee of future performance. No model — this one included — can precisely predict crypto prices; short-term price movements are dominated by near-random noise, and any real edge would already be arbitraged away by larger, faster market participants. "Backtest acc." reflects direction accuracy on a held-out historical test period, not a promise of future accuracy — check the backtest panel above, which compares the model's actual trading return against simply holding, before trusting any of these numbers. Data updates periodically from a local pipeline, not in real time.