HYG 1y Strategy Optimization Dashboard

Ranked by optimized total return. Benchmark is HYG buy-and-hold over the same downloaded period.
Best Strategyadaptive_momentum_squeeze_opt
Best Return+3.37%
Buy and Hold+1.22%
Positive Strategies12/38
Equity Plots38

Top Returns

Return vs Drawdown

Metric Heatmap

Ranked Results

RankStrategyTotal ReturnBenchmarkSharpeMax DDTradesEnd Value
1adaptive_momentum_squeeze_opt+3.37%+1.22%0.65-3.30%3$103,367.09
2pivot_stochastic_atr_opt+2.65%+1.22%0.86-1.86%5$102,652.59
3obv_momentum_stop_target_opt+2.54%+1.22%1.30-1.33%5$102,541.15
4decision_tree_ema_ml_opt+1.69%+1.22%1.25-0.97%7$101,686.08
5regime_switching_trend_opt+1.41%+1.22%0.68-1.61%3$101,414.40
6heikin_ashi_trend_opt+0.90%+1.22%0.30-2.22%2$100,901.61
7trend_volatility_breakout_opt+0.83%+1.22%4.11-1.02%5$100,829.74
8rsi_mean_reversion_opt+0.73%+1.22%1.20-0.36%1$100,729.06
9ema_atr_adx_opt+0.72%+1.22%0.77-0.50%1$100,715.51
10trend_momentum_volume_rsi_opt+0.65%+1.22%1.05-2.36%2$100,645.64
11ema_stop_target_grid_opt+0.58%+1.22%0.19-3.20%1$100,580.20
12ema_cross_with_sizing_and_stop_opt+0.34%+1.22%0.71-2.00%1$100,340.48
13stochastic_trend_opt+0.00%+1.22%n/an/a0$100,000.00
14momentum_atr_trailing_stop_opt+0.00%+1.22%infn/a0$100,000.00
15zscore_mean_reversion_opt+0.00%+1.22%infn/a0$100,000.00
16ultimate_oscillator_trend_opt+0.00%+1.22%n/an/a0$100,000.00
17keltner_mean_reversion_opt+0.00%+1.22%infn/a0$100,000.00
18hilbert_bollinger_stop_target_opt+0.00%+1.22%infn/a0$100,000.00
19ema_cross_resistance_breakouts_opt+0.00%+1.22%infn/a0$100,000.00
20ema_cross_bb_width_filter_opt+0.00%+1.22%infn/a0$100,000.00
21ema_ppo_volume_trend_opt+0.00%+1.22%infn/a0$100,000.00
22ema_adx_cross_opt+0.00%+1.22%infn/a0$100,000.00
23intraday_volatility_breakout_opt+0.00%+1.22%infn/a0$100,000.00
24hurst_regime_ema_cross_opt+0.00%+1.22%infn/a0$100,000.00
25donchian_breakout_opt-0.09%+1.22%-0.04-1.08%2$99,908.12
26vol_cluster_reversion_opt-0.20%+1.22%-0.04-3.20%1$99,800.17
27trend_strength_volatility_breakout_opt-0.25%+1.22%-0.12-2.47%3$99,748.60
28awesome_oscillator_divergence_opt-0.67%+1.22%-0.29-2.31%2$99,328.36
29triple_ema_sl_tp_opt-0.68%+1.22%-0.74-1.21%1$99,317.33
30moving_average_slope_stop_opt-0.86%+1.22%-0.42-2.51%4$99,136.28
31adaptive_vortex_trend_opt-0.97%+1.22%-0.33-2.51%2$99,032.44
32volatility_scaled_breakout_opt-1.11%+1.22%-1.09-1.58%2$98,888.94
33macd_trend_opt-1.54%+1.22%-0.68-3.34%10$98,458.80
34bollinger_regime_adaptive_opt-1.84%+1.22%-0.81-3.41%3$98,159.97
35volatility_cooling_atr_opt-2.04%+1.22%-1.44-2.78%13$97,959.46
36bollinger_squeeze_breakout_opt-2.88%+1.22%-10.82-3.03%8$97,124.73
37ichimoku_cloud_opt-4.30%+1.22%-1.28-5.37%8$95,701.54
38gmm_regime_filter_opt-7.83%+1.22%-3.60-7.99%21$92,173.42

Equity Curve Gallery

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