SHY 1y Strategy Optimization Dashboard

Ranked by optimized total return. Benchmark is SHY buy-and-hold over the same downloaded period.
Best Strategyadaptive_momentum_squeeze_opt
Best Return+0.72%
Buy and Hold-0.45%
Positive Strategies6/38
Equity Plots38

Top Returns

Return vs Drawdown

Metric Heatmap

Ranked Results

RankStrategyTotal ReturnBenchmarkSharpeMax DDTradesEnd Value
1adaptive_momentum_squeeze_opt+0.72%-0.45%0.37-1.09%7$100,724.71
2trend_momentum_volume_rsi_opt+0.44%-0.45%3.98-0.43%1$100,444.54
3obv_momentum_stop_target_opt+0.43%-0.45%0.71-0.36%3$100,425.55
4rsi_mean_reversion_opt+0.09%-0.45%0.29-0.16%2$100,087.27
5ema_cross_bb_width_filter_opt+0.08%-0.45%0.57-0.52%1$100,078.16
6pivot_stochastic_atr_opt+0.02%-0.45%0.04-0.39%3$100,021.29
7zscore_mean_reversion_opt+0.00%-0.45%infn/a0$100,000.00
8vol_cluster_reversion_opt+0.00%-0.45%infn/a0$100,000.00
9trend_volatility_breakout_opt+0.00%-0.45%infn/a0$100,000.00
10stochastic_trend_opt+0.00%-0.45%n/an/a0$100,000.00
11ema_ppo_volume_trend_opt+0.00%-0.45%infn/a0$100,000.00
12ema_adx_cross_opt+0.00%-0.45%infn/a0$100,000.00
13ema_atr_adx_opt+0.00%-0.45%infn/a0$100,000.00
14ema_cross_resistance_breakouts_opt+0.00%-0.45%infn/a0$100,000.00
15intraday_volatility_breakout_opt+0.00%-0.45%infn/a0$100,000.00
16ultimate_oscillator_trend_opt+0.00%-0.45%n/an/a0$100,000.00
17momentum_atr_trailing_stop_opt+0.00%-0.45%infn/a0$100,000.00
18hurst_regime_ema_cross_opt+0.00%-0.45%infn/a0$100,000.00
19hilbert_bollinger_stop_target_opt+0.00%-0.45%infn/a0$100,000.00
20keltner_mean_reversion_opt+0.00%-0.45%infn/a0$100,000.00
21donchian_breakout_opt-0.00%-0.45%0.00-0.71%2$99,997.61
22decision_tree_ema_ml_opt-0.26%-0.45%-0.57-0.40%3$99,741.20
23trend_strength_volatility_breakout_opt-0.27%-0.45%-0.67-0.37%3$99,726.02
24regime_switching_trend_opt-0.46%-0.45%-0.38-0.97%2$99,535.71
25bollinger_regime_adaptive_opt-0.52%-0.45%-0.57-0.91%6$99,478.26
26ema_stop_target_grid_opt-0.54%-0.45%-0.39-1.37%1$99,462.60
27adaptive_vortex_trend_opt-0.60%-0.45%-0.46-1.37%1$99,402.31
28ichimoku_cloud_opt-0.91%-0.45%-0.69-1.89%4$99,085.01
29triple_ema_sl_tp_opt-0.93%-0.45%-1.10-0.93%3$99,071.75
30ema_cross_with_sizing_and_stop_opt-1.08%-0.45%-4.37-1.30%3$98,920.92
31volatility_scaled_breakout_opt-1.33%-0.45%-1.95-1.35%3$98,673.12
32awesome_oscillator_divergence_opt-1.41%-0.45%-2.32-1.41%2$98,586.98
33bollinger_squeeze_breakout_opt-1.57%-0.45%-10.07-1.93%6$98,427.40
34moving_average_slope_stop_opt-1.59%-0.45%-1.69-2.04%4$98,414.53
35volatility_cooling_atr_opt-2.73%-0.45%-3.08-2.84%10$97,266.25
36macd_trend_opt-3.19%-0.45%-3.08-3.38%8$96,805.65
37gmm_regime_filter_opt-3.20%-0.45%-3.10-3.59%9$96,803.85
38heikin_ashi_trend_opt-3.44%-0.45%-2.34-4.19%6$96,555.43

Equity Curve Gallery

Failures recorded: 2. Source files: summary.csv, per_strategy_results/*.csv, and *_equity_vs_buy_hold.png.