{ "run_date": "2026-07-23 03:39:57", "windows": [ 63, 252, 504, 1008, 2016, 4032, 4536 ], "vector_dim": 10000, "num_levels": 5, "macro_vars": [ "VIX", "DXY", "T10Y2Y", "TBILL_3M", "DGS1MO", "DGS3MO", "DGS6MO", "DGS1", "DGS2", "DGS5", "DGS7", "DGS10", "DGS20", "DGS30" ], "universes": { "FI_COMMODITIES": { "best_window_data": { "window": 4536, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.34859999999999997 }, { "ticker": "SLV", "hd_score_norm": 0.934487951807229, "raw_score": 0.31379999999999997 }, { "ticker": "LQD", "hd_score_norm": 0.4615963855421687, "raw_score": 0.0626 } ], "all_scores_raw": { "TLT": -0.15839999999999999, "VCIT": -0.0068000000000000005, "LQD": 0.0626, "HYG": -0.18259999999999998, "VNQ": -0.1604, "GLD": 0.34859999999999997, "SLV": 0.31379999999999997 }, "all_scores_norm": { "TLT": 0.045557228915662655, "VCIT": 0.33094879518072295, "LQD": 0.4615963855421687, "HYG": 0.0, "VNQ": 0.0417921686746988, "GLD": 1.0, "SLV": 0.934487951807229 } }, "all_windows": [ { "window": 63, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.21671925603883038 }, { "ticker": "GLD", "hd_score_norm": 0.9897781983324486, "raw_score": 0.20963990303988572 }, { "ticker": "HYG", "hd_score_norm": 0.485700222226984, "raw_score": -0.13947134445891532 } ], "all_scores_raw": { "TLT": -0.17199166666666665, "VCIT": -0.4758546393653184, "LQD": -0.40311095369592503, "HYG": -0.13947134445891532, "VNQ": -0.3976092686133581, "GLD": 0.20963990303988572, "SLV": 0.21671925603883038 }, "all_scores_norm": { "TLT": 0.4387444786975889, "VCIT": 0.0, "LQD": 0.10503382549084395, "HYG": 0.485700222226984, "VNQ": 0.11297764941934539, "GLD": 0.9897781983324486, "SLV": 1.0 } }, { "window": 252, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.3348 }, { "ticker": "GLD", "hd_score_norm": 0.7893174823739675, "raw_score": 0.1936 }, { "ticker": "VNQ", "hd_score_norm": 0.39600366051686997, "raw_score": -0.07 } ], "all_scores_raw": { "TLT": -0.08499999999999999, "VCIT": -0.33540273723249325, "LQD": -0.12840000000000001, "HYG": -0.1616, "VNQ": -0.07, "GLD": 0.1936, "SLV": 0.3348 }, "all_scores_norm": { "TLT": 0.3736223732336513, "VCIT": 0.0, "LQD": 0.3088658486942049, "HYG": 0.25932859950734743, "VNQ": 0.39600366051686997, "GLD": 0.7893174823739675, "SLV": 1.0 } }, { "window": 504, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.261 }, { "ticker": "GLD", "hd_score_norm": 0.8565792271378383, "raw_score": 0.1752 }, { "ticker": "VCIT", "hd_score_norm": 0.4543992976432449, "raw_score": -0.0654 } ], "all_scores_raw": { "TLT": -0.16559311897575324, "VCIT": -0.0654, "LQD": -0.33723969908780455, "HYG": -0.189, "VNQ": -0.30519999999999997, "GLD": 0.1752, "SLV": 0.261 }, "all_scores_norm": { "TLT": 0.28691940767852403, "VCIT": 0.4543992976432449, "LQD": 0.0, "HYG": 0.24779314932432658, "VNQ": 0.05355662477207495, "GLD": 0.8565792271378383, "SLV": 1.0 } }, { "window": 1008, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.2718 }, { "ticker": "SLV", "hd_score_norm": 0.8891031822565092, "raw_score": 0.2028 }, { "ticker": "VNQ", "hd_score_norm": 0.30279652844744454, "raw_score": -0.162 } ], "all_scores_raw": { "TLT": -0.215, "VCIT": -0.25091779951182763, "LQD": -0.2416, "HYG": -0.3504, "VNQ": -0.162, "GLD": 0.2718, "SLV": 0.2028 }, "all_scores_norm": { "TLT": 0.21761491481838638, "VCIT": 0.15988781820664152, "LQD": 0.17486338797814205, "HYG": 0.0, "VNQ": 0.30279652844744454, "GLD": 1.0, "SLV": 0.8891031822565092 } }, { "window": 2016, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.2688 }, { "ticker": "SLV", "hd_score_norm": 0.8783863546215331, "raw_score": 0.2078 }, { "ticker": "LQD", "hd_score_norm": 0.2232676026319552, "raw_score": -0.12079999999999999 } ], "all_scores_raw": { "TLT": -0.18719999999999998, "VCIT": -0.13420962925873914, "LQD": -0.12079999999999999, "HYG": -0.1848, "VNQ": -0.23278845095190867, "GLD": 0.2688, "SLV": 0.2078 }, "all_scores_norm": { "TLT": 0.09088815913801737, "VCIT": 0.19653327644623358, "LQD": 0.2232676026319552, "HYG": 0.09567295830044883, "VNQ": 0.0, "GLD": 1.0, "SLV": 0.8783863546215331 } }, { "window": 4032, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.3106 }, { "ticker": "GLD", "hd_score_norm": 0.9586973788721207, "raw_score": 0.2898 }, { "ticker": "LQD", "hd_score_norm": 0.5698967434471803, "raw_score": 0.094 } ], "all_scores_raw": { "TLT": -0.08438924793775911, "VCIT": 0.058600000000000006, "LQD": 0.094, "HYG": -0.193, "VNQ": -0.1318, "GLD": 0.2898, "SLV": 0.3106 }, "all_scores_norm": { "TLT": 0.21566868955965227, "VCIT": 0.49960285941223187, "LQD": 0.5698967434471803, "HYG": 0.0, "VNQ": 0.12152501985702939, "GLD": 0.9586973788721207, "SLV": 1.0 } }, { "window": 4536, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.34859999999999997 }, { "ticker": "SLV", "hd_score_norm": 0.934487951807229, "raw_score": 0.31379999999999997 }, { "ticker": "LQD", "hd_score_norm": 0.4615963855421687, "raw_score": 0.0626 } ], "all_scores_raw": { "TLT": -0.15839999999999999, "VCIT": -0.0068000000000000005, "LQD": 0.0626, "HYG": -0.18259999999999998, "VNQ": -0.1604, "GLD": 0.34859999999999997, "SLV": 0.31379999999999997 }, "all_scores_norm": { "TLT": 0.045557228915662655, "VCIT": 0.33094879518072295, "LQD": 0.4615963855421687, "HYG": 0.0, "VNQ": 0.0417921686746988, "GLD": 1.0, "SLV": 0.934487951807229 } } ] }, "EQUITY_SECTORS": { "best_window_data": { "window": 4536, "top_etfs": [ { "ticker": "XLU", "hd_score_norm": 1.0, "raw_score": 0.24800000000000003 }, { "ticker": "XLP", "hd_score_norm": 0.8447687053710028, "raw_score": 0.148 }, { "ticker": "GDX", "hd_score_norm": 0.8332815895684569, "raw_score": 0.1406 } ], "all_scores_raw": { "SPY": -0.1484, "QQQ": -0.1216, "XLK": 0.001, "XLF": 0.036599999999999994, "XLE": 0.03724681751951953, "XLV": -0.1962, "XLI": 0.03920000000000001, "XLY": -0.3962, "SMH": -0.0114, "SOXX": 0.024, "XLB": 0.1256, "XLP": 0.148, "XLU": 0.24800000000000003, "GDX": 0.1406, "XME": 0.0354, "IWF": 0.001, "XSD": -0.0232, "XBI": -0.2256, "IWM": -0.2366, "IWD": -0.02739999999999998, "IWO": -0.258 }, "all_scores_norm": { "SPY": 0.38466314809065505, "QQQ": 0.4262651350512264, "XLK": 0.6165787022663769, "XLF": 0.6718410431542998, "XLE": 0.6728451063637373, "XLV": 0.3104625892579944, "XLI": 0.6758770568146538, "XLY": 0.0, "SMH": 0.5973300217323813, "SOXX": 0.6522819000310462, "XLB": 0.8099968953741075, "XLP": 0.8447687053710028, "XLU": 1.0, "GDX": 0.8332815895684569, "XME": 0.6699782676187519, "IWF": 0.6165787022663769, "XSD": 0.5790127289661596, "XBI": 0.26482458863706926, "IWM": 0.24774914622787952, "IWD": 0.5724930145917417, "IWO": 0.21452964917727413 } }, "all_windows": [ { "window": 63, "top_etfs": [ { "ticker": "GDX", "hd_score_norm": 1.0, "raw_score": 0.4037370143338334 }, { "ticker": "XSD", "hd_score_norm": 0.9961096252440373, "raw_score": 0.3999917389823203 }, { "ticker": "XLP", "hd_score_norm": 0.9394553640141998, "raw_score": 0.3454505131487207 } ], "all_scores_raw": { "SPY": -0.5589659606874845, "QQQ": -0.1685262371449116, "XLK": -0.21032855357781732, "XLF": 0.02486537091698298, "XLE": 0.21601138961882876, "XLV": -0.21120817668127953, "XLI": 0.21599290359695572, "XLY": -0.08618498188965232, "SMH": 0.3040445969200455, "SOXX": 0.20840932220396916, "XLB": 0.022754221342410313, "XLP": 0.3454505131487207, "XLU": 0.09715118152685025, "GDX": 0.4037370143338334, "XME": 0.23082029523787323, "IWF": -0.1893721599499866, "XSD": 0.3999917389823203, "XBI": -0.5479804531068835, "IWM": -0.08113408905615377, "IWD": 0.2973498012958491, "IWO": -0.18290274118035557 }, "all_scores_norm": { "SPY": 0.0, "QQQ": 0.4055661337640793, "XLK": 0.3621443125819228, "XLF": 0.6064501167574965, "XLE": 0.8050015117997869, "XLV": 0.36123061113268534, "XLI": 0.8049823095927171, "XLY": 0.4910974527604042, "SMH": 0.8964453003673534, "SOXX": 0.7971049251971628, "XLB": 0.6042571770561044, "XLP": 0.9394553640141998, "XLU": 0.6815364232148611, "GDX": 1.0, "XME": 0.8203841438298961, "IWF": 0.3839125985139017, "XSD": 0.9961096252440373, "XBI": 0.011411107959189341, "IWM": 0.4963440272122871, "IWD": 0.8894911350662146, "IWO": 0.3906326554135781 } }, { "window": 252, "top_etfs": [ { "ticker": "GDX", "hd_score_norm": 1.0, "raw_score": 0.3134 }, { "ticker": "XLE", "hd_score_norm": 0.9636832915922411, "raw_score": 0.28359999999999996 }, { "ticker": "XME", "hd_score_norm": 0.9619771375059706, "raw_score": 0.2822 } ], "all_scores_raw": { "SPY": -0.23607400286228933, "QQQ": -0.19519999999999998, "XLK": 0.05619999999999999, "XLF": -0.0646, "XLE": 0.28359999999999996, "XLV": -0.033800000000000004, "XLI": -0.11088247637082195, "XLY": -0.05846267033449978, "SMH": -0.0395960773044813, "SOXX": -0.030399999999999996, "XLB": 0.28059999999999996, "XLP": 0.028399999999999998, "XLU": 0.26446049786385395, "GDX": 0.3134, "XME": 0.2822, "IWF": 0.0956, "XSD": 0.028194996154991048, "XBI": -0.5052, "IWM": -0.24373111578409828, "IWD": 0.12780000000000002, "IWO": -0.5071589467363008 }, "all_scores_norm": { "SPY": 0.3303662033693343, "QQQ": 0.38017859408771226, "XLK": 0.6865551207222957, "XLF": 0.5393383967069509, "XLE": 0.9636832915922411, "XLV": 0.5768737866049031, "XLI": 0.4829347994335237, "XLY": 0.54681784676951, "SMH": 0.5698102144782025, "SOXX": 0.5810173036715601, "XLB": 0.9600272471216613, "XLP": 0.6526757752949233, "XLU": 0.9403583346074057, "GDX": 1.0, "XME": 0.9619771375059706, "IWF": 0.7345711714359098, "XSD": 0.6524259409035925, "XBI": 0.002387332127804284, "IWM": 0.3210346215832061, "IWD": 0.7738127154201325, "IWO": 0.0 } }, { "window": 504, "top_etfs": [ { "ticker": "XLB", "hd_score_norm": 1.0, "raw_score": 0.3229481256903625 }, { "ticker": "GDX", "hd_score_norm": 0.8962150242809073, "raw_score": 0.248 }, { "ticker": "XME", "hd_score_norm": 0.884583061666631, "raw_score": 0.23959999999999998 } ], "all_scores_raw": { "SPY": -0.048709927572308825, "QQQ": -0.1218, "XLK": -0.007, "XLF": -0.2715521624442433, "XLE": 0.1968, "XLV": -0.2206, "XLI": 0.17596748731360512, "XLY": -0.24194373853275172, "SMH": -0.032200000000000006, "SOXX": -0.00799999999999998, "XLB": 0.3229481256903625, "XLP": 0.11287965738690957, "XLU": 0.22471972452447928, "GDX": 0.248, "XME": 0.23959999999999998, "IWF": -0.0582, "XSD": -0.005752947893041455, "XBI": -0.2055402510851632, "IWM": -0.1792, "IWD": 0.123, "IWO": -0.3992 }, "all_scores_norm": { "SPY": 0.4853437403754638, "QQQ": 0.384131717761934, "XLK": 0.5431018734903768, "XLF": 0.1767612945525924, "XLE": 0.8253154426319851, "XLV": 0.24731768129877943, "XLI": 0.796467465402273, "XLY": 0.21776178026760604, "SMH": 0.5082059856475478, "SOXX": 0.5417171160362962, "XLB": 1.0, "XLP": 0.7091061226495177, "XLU": 0.8639774892831323, "GDX": 0.8962150242809073, "XME": 0.884583061666631, "IWF": 0.4722022918414545, "XSD": 0.5448287381911144, "XBI": 0.2681717808651806, "IWM": 0.3046466398977126, "IWD": 0.7231203425208433, "IWO": 0.0 } }, { "window": 1008, "top_etfs": [ { "ticker": "XLE", "hd_score_norm": 1.0, "raw_score": 0.2537545207879767 }, { "ticker": "XLB", "hd_score_norm": 0.9174063266598305, "raw_score": 0.2156 }, { "ticker": "GDX", "hd_score_norm": 0.8208600261194141, "raw_score": 0.17099999999999999 } ], "all_scores_raw": { "SPY": -0.12783365098675337, "QQQ": -0.007779040707464501, "XLK": -0.1755884318840696, "XLF": -0.19182546772529843, "XLE": 0.2537545207879767, "XLV": -0.1349311875925862, "XLI": -0.01738902981254256, "XLY": -0.1198, "SMH": 0.03259999999999999, "SOXX": -0.0232, "XLB": 0.2156, "XLP": 0.0538, "XLU": 0.1184, "GDX": 0.17099999999999999, "XME": 0.1666, "IWF": -0.0382, "XSD": 0.039599999999999996, "XBI": -0.15660000000000002, "IWM": -0.2082, "IWD": 0.0408, "IWO": -0.18545951328072105 }, "all_scores_norm": { "SPY": 0.17397026199930268, "QQQ": 0.4338543087546116, "XLK": 0.0705947591124411, "XLF": 0.03544619987000189, "XLE": 1.0, "XLV": 0.15860611620909318, "XLI": 0.41305141870239204, "XLY": 0.19136082887382966, "SMH": 0.521263434307898, "SOXX": 0.4004723228694399, "XLB": 0.9174063266598305, "XLP": 0.5671553977934771, "XLU": 0.706996003508968, "GDX": 0.8208600261194141, "XME": 0.8113352789808977, "IWF": 0.3680015939881339, "XSD": 0.5364164411191741, "XBI": 0.11169930735169238, "IWM": 0.0, "IWD": 0.5390140994296786, "IWO": 0.04922667859270967 } }, { "window": 2016, "top_etfs": [ { "ticker": "XLP", "hd_score_norm": 1.0, "raw_score": 0.2176 }, { "ticker": "GDX", "hd_score_norm": 0.9831751509922346, "raw_score": 0.2098 }, { "ticker": "XME", "hd_score_norm": 0.8723037100949094, "raw_score": 0.1584 } ], "all_scores_raw": { "SPY": -0.1866, "QQQ": -0.13059116420793676, "XLK": -0.1212578499383593, "XLF": -0.00020000000000000573, "XLE": 0.1562, "XLV": -0.1162, "XLI": -0.07660000000000002, "XLY": -0.158, "SMH": -0.022800000000000015, "SOXX": 0.031200000000000006, "XLB": 0.12419999999999999, "XLP": 0.2176, "XLU": 0.1446, "GDX": 0.2098, "XME": 0.1584, "IWF": -0.10263007378091214, "XSD": -0.026000000000000023, "XBI": -0.18206858545778012, "IWM": -0.19873227064758925, "IWD": -0.02779999999999999, "IWO": -0.246 }, "all_scores_norm": { "SPY": 0.1281276962899051, "QQQ": 0.24894054312351863, "XLK": 0.2690727999603984, "XLF": 0.5301984469370147, "XLE": 0.8675582398619499, "XLV": 0.2799827437446074, "XLI": 0.36540120793787745, "XLY": 0.18981880931837788, "SMH": 0.48144952545297665, "SOXX": 0.5979292493528904, "XLB": 0.7985332182916306, "XLP": 1.0, "XLU": 0.8425366695427092, "GDX": 0.9831751509922346, "XME": 0.8723037100949094, "IWF": 0.309253507806488, "XSD": 0.4745470232959447, "XBI": 0.13790210211867962, "IWM": 0.10195800119156762, "IWD": 0.47066436583261434, "IWO": 0.0 } }, { "window": 4032, "top_etfs": [ { "ticker": "XLU", "hd_score_norm": 1.0, "raw_score": 0.2086 }, { "ticker": "GDX", "hd_score_norm": 0.9297468354430379, "raw_score": 0.1642 }, { "ticker": "XLP", "hd_score_norm": 0.9091772151898734, "raw_score": 0.1512 } ], "all_scores_raw": { "SPY": -0.1254, "QQQ": -0.064, "XLK": 0.0008000000000000004, "XLF": 0.062, "XLE": 0.048600000000000004, "XLV": -0.2140300136009658, "XLI": -0.0344, "XLY": -0.4234, "SMH": -0.0196, "SOXX": 0.0136, "XLB": 0.079, "XLP": 0.1512, "XLU": 0.2086, "GDX": 0.1642, "XME": 0.1178, "IWF": -0.059199999999999996, "XSD": -0.02059999999999998, "XBI": -0.22470792936045764, "IWM": -0.2956, "IWD": -0.059800000000000006, "IWO": -0.2636 }, "all_scores_norm": { "SPY": 0.4715189873417721, "QQQ": 0.5686708860759494, "XLK": 0.6712025316455696, "XLF": 0.7680379746835443, "XLE": 0.7468354430379747, "XLV": 0.3312816240491048, "XLI": 0.6155063291139241, "XLY": 0.0, "SMH": 0.6389240506329114, "SOXX": 0.6914556962025317, "XLB": 0.7949367088607594, "XLP": 0.9091772151898734, "XLU": 1.0, "GDX": 0.9297468354430379, "XME": 0.8563291139240506, "IWF": 0.5762658227848102, "XSD": 0.6373417721518988, "XBI": 0.31438618772079485, "IWM": 0.20221518987341777, "IWD": 0.5753164556962025, "IWO": 0.2528481012658228 } }, { "window": 4536, "top_etfs": [ { "ticker": "XLU", "hd_score_norm": 1.0, "raw_score": 0.24800000000000003 }, { "ticker": "XLP", "hd_score_norm": 0.8447687053710028, "raw_score": 0.148 }, { "ticker": "GDX", "hd_score_norm": 0.8332815895684569, "raw_score": 0.1406 } ], "all_scores_raw": { "SPY": -0.1484, "QQQ": -0.1216, "XLK": 0.001, "XLF": 0.036599999999999994, "XLE": 0.03724681751951953, "XLV": -0.1962, "XLI": 0.03920000000000001, "XLY": -0.3962, "SMH": -0.0114, "SOXX": 0.024, "XLB": 0.1256, "XLP": 0.148, "XLU": 0.24800000000000003, "GDX": 0.1406, "XME": 0.0354, "IWF": 0.001, "XSD": -0.0232, "XBI": -0.2256, "IWM": -0.2366, "IWD": -0.02739999999999998, "IWO": -0.258 }, "all_scores_norm": { "SPY": 0.38466314809065505, "QQQ": 0.4262651350512264, "XLK": 0.6165787022663769, "XLF": 0.6718410431542998, "XLE": 0.6728451063637373, "XLV": 0.3104625892579944, "XLI": 0.6758770568146538, "XLY": 0.0, "SMH": 0.5973300217323813, "SOXX": 0.6522819000310462, "XLB": 0.8099968953741075, "XLP": 0.8447687053710028, "XLU": 1.0, "GDX": 0.8332815895684569, "XME": 0.6699782676187519, "IWF": 0.6165787022663769, "XSD": 0.5790127289661596, "XBI": 0.26482458863706926, "IWM": 0.24774914622787952, "IWD": 0.5724930145917417, "IWO": 0.21452964917727413 } } ] }, "COMBINED": { "best_window_data": { "window": 4536, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.34859999999999997 }, { "ticker": "SLV", "hd_score_norm": 0.9532760472610098, "raw_score": 0.31379999999999997 }, { "ticker": "XLU", "hd_score_norm": 0.8649301825993556, "raw_score": 0.24800000000000003 } ], "all_scores_raw": { "TLT": -0.15839999999999999, "VCIT": -0.0068000000000000005, "LQD": 0.0626, "HYG": -0.18259999999999998, "VNQ": -0.1604, "GLD": 0.34859999999999997, "SLV": 0.31379999999999997, "SPY": -0.1484, "QQQ": -0.1216, "XLK": 0.001, "XLF": 0.036599999999999994, "XLE": 0.03724681751951953, "XLV": -0.1962, "XLI": 0.03920000000000001, "XLY": -0.3962, "SMH": -0.0114, "SOXX": 0.024, "XLB": 0.1256, "XLP": 0.148, "XLU": 0.24800000000000003, "GDX": 0.1406, "XME": 0.0354, "IWF": 0.001, "XSD": -0.0232, "XBI": -0.2256, "IWM": -0.2366, "IWD": -0.02739999999999998, "IWO": -0.258 }, "all_scores_norm": { "TLT": 0.319280343716434, "VCIT": 0.5228249194414608, "LQD": 0.6160042964554243, "HYG": 0.2867883995703545, "VNQ": 0.3165950590762621, "GLD": 1.0, "SLV": 0.9532760472610098, "SPY": 0.3327067669172933, "QQQ": 0.3686895810955962, "XLK": 0.5332975295381311, "XLF": 0.5810955961331902, "XLE": 0.5819640407082701, "XLV": 0.26852846401718583, "XLI": 0.5845864661654137, "XLY": 0.0, "SMH": 0.5166487647690655, "SOXX": 0.5641783029001075, "XLB": 0.700590762620838, "XLP": 0.7306659505907628, "XLU": 0.8649301825993556, "GDX": 0.7207303974221267, "XME": 0.5794844253490871, "IWF": 0.5332975295381311, "XSD": 0.5008055853920517, "XBI": 0.22905477980665953, "IWM": 0.2142857142857143, "IWD": 0.4951664876476907, "IWO": 0.1855531686358754 } }, "all_windows": [ { "window": 63, "top_etfs": [ { "ticker": "GDX", "hd_score_norm": 1.0, "raw_score": 0.4037370143338334 }, { "ticker": "XSD", "hd_score_norm": 0.9961096252440373, "raw_score": 0.3999917389823203 }, { "ticker": "XLP", "hd_score_norm": 0.9394553640141998, "raw_score": 0.3454505131487207 } ], "all_scores_raw": { "TLT": -0.17199166666666665, "VCIT": -0.4758546393653184, "LQD": -0.40311095369592503, "HYG": -0.13947134445891532, "VNQ": -0.3976092686133581, "GLD": 0.20963990303988572, "SLV": 0.21671925603883038, "SPY": -0.5589659606874845, "QQQ": -0.1685262371449116, "XLK": -0.21032855357781732, "XLF": 0.02486537091698298, "XLE": 0.21601138961882876, "XLV": -0.21120817668127953, "XLI": 0.21599290359695572, "XLY": -0.08618498188965232, "SMH": 0.3040445969200455, "SOXX": 0.20840932220396916, "XLB": 0.022754221342410313, "XLP": 0.3454505131487207, "XLU": 0.09715118152685025, "GDX": 0.4037370143338334, "XME": 0.23082029523787323, "IWF": -0.1893721599499866, "XSD": 0.3999917389823203, "XBI": -0.5479804531068835, "IWM": -0.08113408905615377, "IWD": 0.2973498012958491, "IWO": -0.18290274118035557 }, "all_scores_norm": { "TLT": 0.4019664466210347, "VCIT": 0.08633121895185344, "LQD": 0.16189313945779407, "HYG": 0.435746670689659, "VNQ": 0.16760797074565326, "GLD": 0.7983831811783385, "SLV": 0.8057368023705737, "SPY": 0.0, "QQQ": 0.4055661337640793, "XLK": 0.3621443125819228, "XLF": 0.6064501167574965, "XLE": 0.8050015117997869, "XLV": 0.36123061113268534, "XLI": 0.8049823095927171, "XLY": 0.4910974527604042, "SMH": 0.8964453003673534, "SOXX": 0.7971049251971628, "XLB": 0.6042571770561044, "XLP": 0.9394553640141998, "XLU": 0.6815364232148611, "GDX": 1.0, "XME": 0.8203841438298961, "IWF": 0.3839125985139017, "XSD": 0.9961096252440373, "XBI": 0.011411107959189341, "IWM": 0.4963440272122871, "IWD": 0.8894911350662146, "IWO": 0.3906326554135781 } }, { "window": 252, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.3348 }, { "ticker": "GDX", "hd_score_norm": 0.9745830837917299, "raw_score": 0.3134 }, { "ticker": "XLE", "hd_score_norm": 0.9391894341185311, "raw_score": 0.28359999999999996 } ], "all_scores_raw": { "TLT": -0.08499999999999999, "VCIT": -0.33540273723249325, "LQD": -0.12840000000000001, "HYG": -0.1616, "VNQ": -0.07, "GLD": 0.1936, "SLV": 0.3348, "SPY": -0.23607400286228933, "QQQ": -0.19519999999999998, "XLK": 0.05619999999999999, "XLF": -0.0646, "XLE": 0.28359999999999996, "XLV": -0.033800000000000004, "XLI": -0.11088247637082195, "XLY": -0.05846267033449978, "SMH": -0.0395960773044813, "SOXX": -0.030399999999999996, "XLB": 0.28059999999999996, "XLP": 0.028399999999999998, "XLU": 0.26446049786385395, "GDX": 0.3134, "XME": 0.2822, "IWF": 0.0956, "XSD": 0.028194996154991048, "XBI": -0.5052, "IWM": -0.24373111578409828, "IWD": 0.12780000000000002, "IWO": -0.5071589467363008 }, "all_scores_norm": { "TLT": 0.5014008680265498, "VCIT": 0.20399594323403647, "LQD": 0.4498544117910859, "HYG": 0.4104225604773209, "VNQ": 0.5192164634996363, "GLD": 0.8322958612800115, "SLV": 1.0, "SPY": 0.3219693132602516, "QQQ": 0.3705156266176069, "XLK": 0.6691050067465383, "XLF": 0.5256300778699475, "XLE": 0.9391894341185311, "XLV": 0.5622114339080186, "XLI": 0.470660086102264, "XLY": 0.5329194233769826, "SMH": 0.5553273960021936, "SOXX": 0.566249635548585, "XLB": 0.9356263150239137, "XLP": 0.6360867698030844, "XLU": 0.9164573256109407, "GDX": 0.9745830837917299, "XME": 0.9375266452077097, "IWF": 0.7159006375225124, "XSD": 0.6358432854315441, "XBI": 0.0023266535071505712, "IWM": 0.31287491150647206, "IWD": 0.754144782471405, "IWO": 0.0 } }, { "window": 504, "top_etfs": [ { "ticker": "XLB", "hd_score_norm": 1.0, "raw_score": 0.3229481256903625 }, { "ticker": "SLV", "hd_score_norm": 0.914216871183954, "raw_score": 0.261 }, { "ticker": "GDX", "hd_score_norm": 0.8962150242809073, "raw_score": 0.248 } ], "all_scores_raw": { "TLT": -0.16559311897575324, "VCIT": -0.0654, "LQD": -0.33723969908780455, "HYG": -0.189, "VNQ": -0.30519999999999997, "GLD": 0.1752, "SLV": 0.261, "SPY": -0.048709927572308825, "QQQ": -0.1218, "XLK": -0.007, "XLF": -0.2715521624442433, "XLE": 0.1968, "XLV": -0.2206, "XLI": 0.17596748731360512, "XLY": -0.24194373853275172, "SMH": -0.032200000000000006, "SOXX": -0.00799999999999998, "XLB": 0.3229481256903625, "XLP": 0.11287965738690957, "XLU": 0.22471972452447928, "GDX": 0.248, "XME": 0.23959999999999998, "IWF": -0.0582, "XSD": -0.005752947893041455, "XBI": -0.2055402510851632, "IWM": -0.1792, "IWD": 0.123, "IWO": -0.3992 }, "all_scores_norm": { "TLT": 0.323488869822825, "VCIT": 0.46223203817207487, "LQD": 0.0857999885452342, "HYG": 0.2910760168477236, "VNQ": 0.13016720068356816, "GLD": 0.795404681623846, "SLV": 0.914216871183954, "SPY": 0.4853437403754638, "QQQ": 0.384131717761934, "XLK": 0.5431018734903768, "XLF": 0.1767612945525924, "XLE": 0.8253154426319851, "XLV": 0.24731768129877943, "XLI": 0.796467465402273, "XLY": 0.21776178026760604, "SMH": 0.5082059856475478, "SOXX": 0.5417171160362962, "XLB": 1.0, "XLP": 0.7091061226495177, "XLU": 0.8639774892831323, "GDX": 0.8962150242809073, "XME": 0.884583061666631, "IWF": 0.4722022918414545, "XSD": 0.5448287381911144, "XBI": 0.2681717808651806, "IWM": 0.3046466398977126, "IWD": 0.7231203425208433, "IWO": 0.0 } }, { "window": 1008, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.2718 }, { "ticker": "XLE", "hd_score_norm": 0.9709973011700044, "raw_score": 0.2537545207879767 }, { "ticker": "XLB", "hd_score_norm": 0.9096753455480554, "raw_score": 0.2156 } ], "all_scores_raw": { "TLT": -0.215, "VCIT": -0.25091779951182763, "LQD": -0.2416, "HYG": -0.3504, "VNQ": -0.162, "GLD": 0.2718, "SLV": 0.2028, "SPY": -0.12783365098675337, "QQQ": -0.007779040707464501, "XLK": -0.1755884318840696, "XLF": -0.19182546772529843, "XLE": 0.2537545207879767, "XLV": -0.1349311875925862, "XLI": -0.01738902981254256, "XLY": -0.1198, "SMH": 0.03259999999999999, "SOXX": -0.0232, "XLB": 0.2156, "XLP": 0.0538, "XLU": 0.1184, "GDX": 0.17099999999999999, "XME": 0.1666, "IWF": -0.0382, "XSD": 0.039599999999999996, "XBI": -0.15660000000000002, "IWM": -0.2082, "IWD": 0.0408, "IWO": -0.18545951328072105 }, "all_scores_norm": { "TLT": 0.21761491481838638, "VCIT": 0.15988781820664152, "LQD": 0.17486338797814205, "HYG": 0.0, "VNQ": 0.30279652844744454, "GLD": 1.0, "SLV": 0.8891031822565092, "SPY": 0.3577086933674809, "QQQ": 0.5506604938806421, "XLK": 0.28095719722907486, "XLF": 0.254861029049665, "XLE": 0.9709973011700044, "XLV": 0.34630153070944036, "XLI": 0.5352153169197322, "XLY": 0.37062037929926067, "SMH": 0.6155576984892318, "SOXX": 0.5258759241401478, "XLB": 0.9096753455480554, "XLP": 0.6496303439408551, "XLU": 0.7534554805528769, "GDX": 0.8379942140790743, "XME": 0.8309225329476053, "IWF": 0.5017679202828672, "XSD": 0.6268081002892961, "XBI": 0.31147540983606553, "IWM": 0.22854387656702024, "IWD": 0.6287367405978785, "IWO": 0.26509239267000795 } }, { "window": 2016, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.2688 }, { "ticker": "XLP", "hd_score_norm": 0.9005439005439007, "raw_score": 0.2176 }, { "ticker": "GDX", "hd_score_norm": 0.8853923853923855, "raw_score": 0.2098 } ], "all_scores_raw": { "TLT": -0.18719999999999998, "VCIT": -0.13420962925873914, "LQD": -0.12079999999999999, "HYG": -0.1848, "VNQ": -0.23278845095190867, "GLD": 0.2688, "SLV": 0.2078, "SPY": -0.1866, "QQQ": -0.13059116420793676, "XLK": -0.1212578499383593, "XLF": -0.00020000000000000573, "XLE": 0.1562, "XLV": -0.1162, "XLI": -0.07660000000000002, "XLY": -0.158, "SMH": -0.022800000000000015, "SOXX": 0.031200000000000006, "XLB": 0.12419999999999999, "XLP": 0.2176, "XLU": 0.1446, "GDX": 0.2098, "XME": 0.1584, "IWF": -0.10263007378091214, "XSD": -0.026000000000000023, "XBI": -0.18206858545778012, "IWM": -0.19873227064758925, "IWD": -0.02779999999999999, "IWO": -0.246 }, "all_scores_norm": { "TLT": 0.11421911421911428, "VCIT": 0.21715301231791156, "LQD": 0.24320124320124326, "HYG": 0.11888111888111891, "VNQ": 0.025663459689377093, "GLD": 1.0, "SLV": 0.8815073815073816, "SPY": 0.11538461538461542, "QQQ": 0.22418188770797057, "XLK": 0.2423118688066059, "XLF": 0.4774669774669775, "XLE": 0.7812742812742814, "XLV": 0.2521367521367522, "XLI": 0.3290598290598291, "XLY": 0.17094017094017094, "SMH": 0.4335664335664336, "SOXX": 0.5384615384615385, "XLB": 0.7191142191142191, "XLP": 0.9005439005439007, "XLU": 0.7587412587412589, "GDX": 0.8853923853923855, "XME": 0.7855477855477856, "IWF": 0.27849636017693835, "XSD": 0.4273504273504274, "XBI": 0.12418689693515905, "IWM": 0.09181765608471397, "IWD": 0.42385392385392395, "IWO": 0.0 } }, { "window": 4032, "top_etfs": [ { "ticker": "SLV", "hd_score_norm": 1.0, "raw_score": 0.3106 }, { "ticker": "GLD", "hd_score_norm": 0.9716621253405996, "raw_score": 0.2898 }, { "ticker": "XLU", "hd_score_norm": 0.8610354223433243, "raw_score": 0.2086 } ], "all_scores_raw": { "TLT": -0.08438924793775911, "VCIT": 0.058600000000000006, "LQD": 0.094, "HYG": -0.193, "VNQ": -0.1318, "GLD": 0.2898, "SLV": 0.3106, "SPY": -0.1254, "QQQ": -0.064, "XLK": 0.0008000000000000004, "XLF": 0.062, "XLE": 0.048600000000000004, "XLV": -0.2140300136009658, "XLI": -0.0344, "XLY": -0.4234, "SMH": -0.0196, "SOXX": 0.0136, "XLB": 0.079, "XLP": 0.1512, "XLU": 0.2086, "GDX": 0.1642, "XME": 0.1178, "IWF": -0.059199999999999996, "XSD": -0.02059999999999998, "XBI": -0.22470792936045764, "IWM": -0.2956, "IWD": -0.059800000000000006, "IWO": -0.2636 }, "all_scores_norm": { "TLT": 0.46186750962158163, "VCIT": 0.6566757493188011, "LQD": 0.7049046321525886, "HYG": 0.31389645776566755, "VNQ": 0.397275204359673, "GLD": 0.9716621253405996, "SLV": 1.0, "SPY": 0.40599455040871935, "QQQ": 0.4896457765667575, "XLK": 0.5779291553133515, "XLF": 0.661307901907357, "XLE": 0.6430517711171662, "XLV": 0.2852452130777033, "XLI": 0.5299727520435967, "XLY": 0.0, "SMH": 0.5501362397820163, "SOXX": 0.5953678474114441, "XLB": 0.6844686648501362, "XLP": 0.7828337874659401, "XLU": 0.8610354223433243, "GDX": 0.8005449591280654, "XME": 0.7373297002724796, "IWF": 0.4961852861035423, "XSD": 0.548773841961853, "XBI": 0.27069764392308227, "IWM": 0.17411444141689378, "IWD": 0.49536784741144413, "IWO": 0.21771117166212534 } }, { "window": 4536, "top_etfs": [ { "ticker": "GLD", "hd_score_norm": 1.0, "raw_score": 0.34859999999999997 }, { "ticker": "SLV", "hd_score_norm": 0.9532760472610098, "raw_score": 0.31379999999999997 }, { "ticker": "XLU", "hd_score_norm": 0.8649301825993556, "raw_score": 0.24800000000000003 } ], "all_scores_raw": { "TLT": -0.15839999999999999, "VCIT": -0.0068000000000000005, "LQD": 0.0626, "HYG": -0.18259999999999998, "VNQ": -0.1604, "GLD": 0.34859999999999997, "SLV": 0.31379999999999997, "SPY": -0.1484, "QQQ": -0.1216, "XLK": 0.001, "XLF": 0.036599999999999994, "XLE": 0.03724681751951953, "XLV": -0.1962, "XLI": 0.03920000000000001, "XLY": -0.3962, "SMH": -0.0114, "SOXX": 0.024, "XLB": 0.1256, "XLP": 0.148, "XLU": 0.24800000000000003, "GDX": 0.1406, "XME": 0.0354, "IWF": 0.001, "XSD": -0.0232, "XBI": -0.2256, "IWM": -0.2366, "IWD": -0.02739999999999998, "IWO": -0.258 }, "all_scores_norm": { "TLT": 0.319280343716434, "VCIT": 0.5228249194414608, "LQD": 0.6160042964554243, "HYG": 0.2867883995703545, "VNQ": 0.3165950590762621, "GLD": 1.0, "SLV": 0.9532760472610098, "SPY": 0.3327067669172933, "QQQ": 0.3686895810955962, "XLK": 0.5332975295381311, "XLF": 0.5810955961331902, "XLE": 0.5819640407082701, "XLV": 0.26852846401718583, "XLI": 0.5845864661654137, "XLY": 0.0, "SMH": 0.5166487647690655, "SOXX": 0.5641783029001075, "XLB": 0.700590762620838, "XLP": 0.7306659505907628, "XLU": 0.8649301825993556, "GDX": 0.7207303974221267, "XME": 0.5794844253490871, "IWF": 0.5332975295381311, "XSD": 0.5008055853920517, "XBI": 0.22905477980665953, "IWM": 0.2142857142857143, "IWD": 0.4951664876476907, "IWO": 0.1855531686358754 } } ] } } }