Formation comparison · 2025-07-28 · seed 41

One formation.
Four portfolio arms.

Formation 2025-07-28 · entry 2025-07-28 · seed 41 · 2025-W31

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P/L comparison

Buy & hold

P/L COMPARISON · PERCENT FROM ENTRY
CW3132333435363738394041424344454647484950515201020304052025202626.8%0%-6.6%P/L
buy & hold · participation factor overlaybuy & hold · Qlib / Alpha158 baseline

Weekly rebalance

P/L COMPARISON · PERCENT FROM ENTRY
CW3132333435363738394041424344454647484950515201020304052025202611.2%0%-5.6%P/L
weekly rebalance · participation factor overlayweekly rebalance · Qlib / Alpha158 baseline

Performance tables

ManagementArmHorizonStatusReturnMaximumMax dateDrawdown
buy & holdparticipation factor overlay3 monthscomplete6.78%7.75%2025-10-27-3.81%
buy & holdparticipation factor overlay6 monthscomplete23.54%23.54%2026-01-28-5.02%
buy & holdQlib / Alpha158 baseline3 monthscomplete5.21%6.12%2025-10-27-3.69%
buy & holdQlib / Alpha158 baseline6 monthscomplete17.70%17.70%2026-01-28-4.55%
weekly rebalanceparticipation factor overlay3 monthscomplete4.61%4.84%2025-10-27-3.61%
weekly rebalanceparticipation factor overlay6 monthscomplete8.65%9.61%2026-01-22-5.90%
weekly rebalanceQlib / Alpha158 baseline3 monthscomplete2.15%2.66%2025-10-27-3.84%
weekly rebalanceQlib / Alpha158 baseline6 monthscomplete5.45%5.96%2026-01-22-6.43%

Position ledger

This portfolio holds the initial selection. There are no scheduled rebalance decisions after entry.

Selected arm positions

50 positions in the selected record: buy & hold · participation factor overlay. The charts and performance table above contain all four arms in this formation group.

TickerEntry dateEntry openModel predictionParticipation scoreExcluded
ADP2025-07-28298.350.29430.4101no
AIG2025-07-2877.580.29620.4458no
ALB2025-07-2877.680.23720.4146no
AMD2025-07-28169.080.31340.5510no
APTV2025-07-2870.720.43080.4235no
AVGO2025-07-28290.330.21160.5548no
AZO2025-07-283802.900.30640.4868no
BIIB2025-07-28131.350.22120.4547no
CAG2025-07-2817.350.45530.4280no
CB2025-07-28266.340.21810.4663no
CCL2025-07-2829.360.34350.4146no
CPB2025-07-2830.530.21900.4108no
CRWD2025-07-28117.750.21820.5162no
CSCO2025-07-2866.380.25180.5299no
CSX2025-07-2835.170.28150.4341no
DE2025-07-28510.030.25790.4926no
DVN2025-07-2832.290.35910.4796no
EIX2025-07-2850.020.24870.4418no
ENPH2025-07-2835.790.71570.4720no
EQT2025-07-2851.780.22830.4750no
ES2025-07-2863.570.34420.4469no
FTV2025-07-2851.270.19930.5048no
GOOGL2025-07-28192.980.22620.5307no
GRMN2025-07-28232.110.19300.5039no
HIG2025-07-28120.360.23600.4607no
INVH2025-07-2830.460.26230.4074no
JBL2025-07-28221.620.22510.5043no
JCI2025-07-28111.350.22150.5069no
MCHP2025-07-2867.460.22990.5556no
MDT2025-07-2889.800.19570.4046no
MET2025-07-2875.660.22730.4422no
MU2025-07-28111.540.55260.5700no
NI2025-07-2840.720.17940.4609no
ORCL2025-07-28243.230.37970.5403no
PAYC2025-07-28236.380.27230.4442no
PGR2025-07-28234.030.2440—no
PH2025-07-28732.510.23180.5061no
PNC2025-07-28189.780.27900.4332no
ROK2025-07-28353.860.23030.5121no
SNPS2025-07-28605.280.20010.5024no
STX2025-07-28150.240.23230.5647no
TDG2025-07-281513.390.28570.5331no
TDY2025-07-28556.000.37010.4544no
TROW2025-07-28100.500.36990.5126no
TRV2025-07-28255.060.29610.4564no
ULTA2025-07-28514.960.17960.4047no
VRSK2025-07-28293.160.22480.4724no
WBD2025-07-2813.540.41100.4362no
WDC2025-07-2869.190.19790.5461no
ZBRA2025-07-28337.800.56620.4673no