Crypto Strategy Ideas

AI-discovered crypto trading ideas, backtested on real market data and validated out-of-sample. Each idea is tagged with its best CFO Anny Line regime.

19Ideas
+230%Best Return
1.92Best Sharpe
XRP4hmediumPremium

High-Return XRP Stochastic RSI Reversal (Short) (4h)

+105.93%backtested return
Sharpe1.92
Win Rate44.10%
Max DD18.38%
DOT1hmediumPremium

High-Return DOT RSI Mean Reversion (Short) (1h)

+95.96%backtested return
Sharpe1.87
Win Rate45.50%
Max DD24.46%
ADA4hmediumPremium

High-Return ADA MACD Momentum (Short) (4h)

+57.94%backtested return
Sharpe1.77
Win Rate44.30%
Max DD20.11%
DOT4hhighPremium

High-Return DOT MACD Short + Regime (4h)

+229.83%backtested return
Sharpe1.67
Win Rate51.40%
Max DD30.60%
SOL1hlowPremium

High-Return SOL Bollinger + RSI Combo (Short) (1h)

+61.50%backtested return
Sharpe1.54
Win Rate46.20%
Max DD9.04%
DOGE1hmediumPremium

High-Return DOGE EMA Crossover (Short) (1h)

+42.49%backtested return
Sharpe1.52
Win Rate40.50%
Max DD22.59%
BTC4hmediumPremium

High-Return BTC Stochastic RSI Reversal (Short) (4h)

+68.31%backtested return
Sharpe1.50
Win Rate45.20%
Max DD18.38%
AVAX4hmediumPremium

High-Return AVAX SWING_STRUCTURE Short + Regime (4h)

+113.58%backtested return
Sharpe1.31
Win Rate44.40%
Max DD17.10%
BNB4hhighPremium

High-Return BNB MACD Momentum (4h)

+48.46%backtested return
Sharpe1.30
Win Rate45.90%
Max DD30.50%
XRP4hmediumPremium

High-Return XRP EMA Crossover (Short) (4h)

+39.68%backtested return
Sharpe1.24
Win Rate43.60%
Max DD20.11%
ETH4hmedium

High-Return ETH MACD Momentum (Short) (4h)

+23.93%backtested return
Sharpe1.24
Win Rate41.30%
Max DD24.75%
DOGE4hmedium

High-Return DOGE BB_PERCENT_B Short + Regime (4h)

+59.91%backtested return
Sharpe1.05
Win Rate50.00%
Max DD19.58%
ADA4hmedium

High-Return ADA Keltner Channel Breakdown (Short) (4h)

+30.10%backtested return
Sharpe1.00
Win Rate40.40%
Max DD17.54%
BTC4hmedium

High-Return BTC Keltner Channel Breakdown (Short) (4h)

+24.53%backtested return
Sharpe0.90
Win Rate41.20%
Max DD14.90%
LINK4hmedium

High-Return LINK RSI Short + Regime (4h)

+63.72%backtested return
Sharpe0.87
Win Rate51.30%
Max DD18.54%
SOL4hmediumPremium

High-Return SOL MACD Momentum (4h)

+36.40%backtested return
Sharpe0.85
Win Rate40.60%
Max DD19.22%
AVAX4hhigh

High-Return AVAX BB_PERCENT_B Short + Regime (4h)

+44.90%backtested return
Sharpe0.72
Win Rate45.50%
Max DD26.84%
ETH4hmedium

High-Return ETH SWING_STRUCTURE Short + Regime (4h)

+31.39%backtested return
Sharpe0.71
Win Rate48.10%
Max DD20.88%
DOT1hmedium

Steady DOT Bollinger + RSI Combo (Short) (1h)

+16.16%backtested return
Sharpe0.56
Win Rate40.00%
Max DD15.23%