LGBM 126d fundamental flexible 50 sector45

lightgbmlgbm_126d_fundamental_flexible_50_sector45· 2026-05-25

Net equity

Snapshot

Cum return

78.66%

Ann ret

10.78%

Sharpe

0.59

Sortino

0.96

Max DD

-24.55%

Turnover

0.11

Vs benchmark (SPY)

Beta

0.69

IR

-0.53

Alpha anual

0.25%

Hit rate vs SPY

38.2%

Drawdown

Returns mensuales

net return por rebalanceo

Heatmap mensual

net return · totales anuales compuestos
añoEFMAMJJASONDtotal
2020-1.6-8.19.88.61.45.45.0-2.70.68.84.10.935.4%
20213.80.12.7-0.76.14.63.1-5.93.5-1.44.6-7.512.7%
2022-3.92.9-8.5-3.7-3.28.1-6.1-4.80.74.3-3.76.9-11.9%
2023-4.08.20.61.71.70.5-1.2-3.2-0.58.32.83.118.7%
20242.4-1.1-4.91.42.50.32.21.5-0.91.3-2.12.75.0%
2025-3.1-0.21.04.02.9-0.60.61.96.5%
10%+10%

Contribución long vs short

descomposición del net return

Long book

2025-08-29
#TickerSectorScorePesoRet 63d
1TDGIndustrials0.2433.81%-0.31%
2OTISIndustrials0.1453.59%7.68%
3MSCIFinancial Services0.1613.54%-0.24%
4MAFinancial Services0.1603.53%-3.06%
5COSTConsumer Defensive0.1713.06%-2.29%
6AONFinancial Services0.1033.05%-3.18%
7COINFinancial Services0.1023.01%14.04%
8MTDHealthcare0.1012.76%1.08%
9ISRGHealthcare0.1112.06%-6.62%
10CFGFinancial Services0.0732.01%2.22%
11MPWRTechnology0.2451.78%11.39%
12NOWTechnology0.1911.73%0.12%
13CDNSTechnology0.1361.70%2.67%
14PANWTechnology0.1621.68%8.55%
15GRMNTechnology0.1561.68%9.32%
16INTUTechnology0.1831.68%2.65%
17NTAPTechnology0.1901.67%2.71%
18SWKSTechnology0.2291.66%4.48%
19IDXXHealthcare0.0941.63%-3.02%
20CSCOTechnology0.1401.58%1.39%
21FFIVTechnology0.1101.57%6.70%
22SNPSTechnology0.1201.57%-17.44%
23AMDTechnology0.1561.55%1.04%
24ADSKTechnology0.0931.53%-1.07%
25MCHPTechnology0.2621.50%0.80%
26ANETTechnology0.1341.50%9.86%
27LRCXTechnology0.1121.49%47.44%
28CRMTechnology0.1111.41%-6.63%
29INTCTechnology0.1581.41%48.45%
30WDAYTechnology0.2381.37%1.45%
31ADBETechnology0.1031.34%-0.55%
32MSFTTechnology0.1191.16%2.89%
33FTNTTechnology0.0380.95%10.72%
34DDOGTechnology0.2260.93%13.37%
35PYPLFinancial Services0.0230.72%-3.75%
36ACNTechnology0.0450.66%-4.87%
37MOSBasic Materials-0.1090.50%2.43%
38ENPHEnergy-0.1120.43%0.08%
39DLTRConsumer Defensive-0.0680.36%-18.89%
40LINBasic Materials0.0300.34%-1.23%
41EWHealthcare-0.0170.34%-6.68%
42MKTXFinancial Services-0.0120.31%-5.20%

Short book

2025-08-29
#TickerSectorScorePesoRet 63d
1VZCommunication Services-0.135-1.63%0.07%
2MRNAHealthcare-0.147-1.60%14.10%
3BAXHealthcare-0.098-1.52%-3.31%
4KOConsumer Defensive-0.163-1.41%-2.56%
5VRTXHealthcare0.042-1.39%0.80%
6ESUtilities-0.099-1.39%13.69%
7LKQConsumer Cyclical-0.042-1.32%-2.62%
8VTRSHealthcare-0.122-1.31%-4.47%
9KIMReal Estate-0.035-1.24%-2.23%
10PEGUtilities-0.120-1.24%1.70%
11BALLConsumer Cyclical-0.024-1.01%-1.16%
12SREUtilities-0.019-1.01%8.47%
13KHCConsumer Defensive0.093-0.91%0.99%
14UNHHealthcare0.003-0.90%13.50%
15FOXCommunication Services-0.089-0.84%1.11%
16CFinancial Services-0.025-0.81%4.15%
17DLRReal Estate-0.041-0.54%5.96%
18DAYTechnology-0.34%-0.79%

Resumen backtest

periodos68
start2020-01-31
end2025-08-29
vol anual14.46%
downside dev8.95%
hit rate63.2%
gross weight1.02
missing prices0
benchmarkSPY
bench sharpe0.72
tracking error8.96%
correlation0.88