Seekers Almanac · WealthLedger

Ticker ledger

Source LEDGER.mdCommit 78387fc55fc76c255f431205d22dc93579836b45SHA-256 13446cd229ab4b5352dc160d3c0dc9da0e2b1123f911a7e6c69b8f875cb93e68Window Trailing five years; out-of-sample is the last thirty percent of that window.

Ticker Ledger

Every instrument this project has screened, the settings it ships with, and what the backtest actually produced. Generated by scripts/drl_ledger.py - do not hand-edit, the next run overwrites it.

Screen generated: 2026-08-08

count
A - Validated (>=2y clean data, no demonstrated failure) 193
B - Provisional (under 2y of history - newly listed) 5
C - Excluded (bad data, or the system demonstrably fails) 31
In the traded book 191

Read this before you read the numbers

210 of 229 configs are global-seed - one global parameter set stamped onto the ticker. They were never individually tuned. Per-symbol tuning was tested (216 symbols x 38,016 configs, walk-forward): it beat the global config on 88% of symbols in-sample and 54% out-of-sample. 54% is a coin flip, so none of it was adopted. global-seed in the tuning column means untuned on purpose.

CAGR columns do not combine. Each is a single-instrument compounding account. Live, one book holds many names and capital is shared, so these neither sum nor average into a portfolio return. They rank where edge lives. Measured over the trailing 5 YEARS ONLY - never more, per the owner rule of 2026-08-08. cagr_oos is the last 30% of that window, which the config was not selected on - where the two disagree, believe OOS.

Nothing here is advice or a solicitation. See DISCLAIMER.md.

Validated · 193 instruments

tickersectorCAGR 5yCAGR OOSwin%tradesyrsATR stoprisk%tuningnote
ETHUSDCrypto18.5%5.7%53.1%3210.23.02.0global-seed
XRPUSDCrypto14.6%0.0%33.3%63.13.02.0global-seedunder-observed: only 6 closed trades in 3.1y - held on default, not judged
RKLBSpace13.2%11.9%61.5%135.73.02.0global-seed
RIOTCryptoEq13.1%-0.4%33.3%2410.33.02.0global-seed
AXONDefense12.4%5.4%43.8%4825.13.02.0global-seed
BTCUSD_IDXCrypto12.4%10.5%50.0%3411.93.02.0global-seed
SOLUSDCrypto10.6%-2.8%26.7%155.11.02.0confirmed-from-chart
BTCUSDCrypto10.2%6.0%57.7%2611.03.02.0confirmed-from-chartT5 duplicate return stream (rho>=0.95)
TLNUtilities8.9%0.0%100.0%13.23.02.0global-seedunder-observed: only 1 closed trades in 3.2y - held on default, not judged
ARMSemis6.6%27.3%42.9%72.90.92.0confirmed-from-chartunder-observed: only 7 closed trades in 2.9y - held on default, not judged
ALABSemis5.0%0.0%40.0%52.43.02.0global-seedunder-observed: only 5 closed trades in 2.4y - held on default, not judged
BBAIAI4.9%-1.2%36.4%115.33.02.0global-seed
MARACryptoEq4.7%1.3%31.0%2914.33.02.0global-seed
VSTUtilities4.7%1.4%40.0%109.83.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
GOOGInternet3.8%5.9%57.6%3322.0noneunder-observed: only 9 closed trades in 5.0y - held on default, not judged
GOOGLTech3.8%6.1%56.2%3222.01.52.0confirmed-from-chartT5 duplicate return stream (rho>=0.95)
AVAXUSDCrypto3.6%-3.0%26.3%194.83.02.0global-seed
LINKUSDCrypto3.6%-1.2%52.2%237.13.02.0global-seed
SOUNAI3.3%-4.9%30.8%134.33.02.0global-seed
MSTRCryptoEq3.0%6.2%36.4%5528.23.02.0global-seed
CRDOSemis2.9%-6.9%50.0%84.53.02.0global-seedunder-observed: only 8 closed trades in 4.5y - held on default, not judged
ETCUSDCrypto2.9%-3.8%28.1%328.03.02.0global-seed
HOODCryptoEq2.9%0.0%50.0%105.03.02.0global-seed
QCOMSemis2.8%1.2%29.1%5534.63.02.0global-seed
AMDSemis2.6%3.1%37.6%9346.41.02.0confirmed-from-chart
MPCEnergy2.5%1.5%59.1%2215.13.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
BCHUSDCrypto2.4%-2.0%30.3%338.63.02.0global-seed
DKNGConsumer2.4%-0.6%41.2%177.03.02.0global-seed
GFSSemis2.4%17.6%44.4%94.83.02.0global-seedunder-observed: only 9 closed trades in 4.8y - held on default, not judged
NVDASemis2.3%0.6%52.6%3827.53.02.0confirmed-from-chartunder-observed: only 5 closed trades in 5.0y - held on default, not judged
VRTXHealthcare2.2%1.4%45.8%4835.03.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
COINCryptoEq2.1%1.4%46.2%135.31.02.0confirmed-from-chart
VLOEnergy2.1%0.0%45.2%7344.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
DALAirlines2.0%5.7%54.2%2419.33.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
METATech1.9%2.2%36.4%2214.21.52.0confirmed-from-chartunder-observed: only 9 closed trades in 5.0y - held on default, not judged
MUSemis1.9%-0.2%36.5%7442.23.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
ACHRSpace1.8%-1.2%37.5%165.63.02.0global-seed
MARTravel1.8%1.8%46.3%4128.43.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
NKEConsumer1.8%0.9%44.7%7645.73.02.0global-seed
AVGOSemis1.7%5.8%88.9%917.03.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
PANWSoftware1.7%0.9%50.0%1614.03.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
SCHWFinancials1.6%0.7%41.7%6038.93.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
SPOTInternet1.6%-4.8%21.4%148.33.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
BKNGInternet1.5%0.8%42.1%3827.33.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
ORCLSoftware1.5%0.7%46.9%4940.43.02.0global-seed
PINSMedia1.5%-0.2%50.0%147.33.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
TSLAAuto1.5%0.3%45.9%3716.11.52.0confirmed-from-chart
CEGUtilities1.4%0.0%28.6%74.53.02.0global-seedunder-observed: only 7 closed trades in 4.5y - held on default, not judged
DDOGSoftware1.4%-1.1%36.4%116.93.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
IONQQuantum1.4%1.2%15.4%135.63.02.0global-seed
MRVLSemis1.4%5.7%40.0%3526.13.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
PGRFinancials1.4%1.1%39.4%7146.43.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
RCLTravel1.4%1.5%51.0%4933.33.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
SHWMaterials1.4%0.2%53.2%4746.43.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
AALAirlines1.3%1.2%45.9%3720.93.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
AMZNTech1.3%0.7%46.2%3929.23.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
DELLHardware1.3%-1.0%46.2%1310.03.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
PLTRSoftware1.3%3.9%53.8%135.91.02.0confirmed-from-chart
ABBVHealthcare1.2%1.7%44.4%1813.63.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
AMTREIT1.2%-0.2%33.3%3028.43.02.0global-seed
DISMedia1.2%0.4%43.5%10864.63.02.0global-seed
LMTIndustrials1.2%1.6%41.5%10664.63.02.0global-seed
BSXHealthcare1.1%0.5%42.0%5034.23.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
ICEFinancials1.1%1.2%63.6%2220.73.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
MELIInternet1.1%-0.9%46.4%2819.03.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
SAAB_BIntl1.1%-1.0%46.9%3226.63.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
AMATSemis1.0%1.6%30.6%7246.43.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
BAIndustrials1.0%0.3%37.8%9064.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
BABAInternet1.0%1.7%27.6%2911.93.02.0global-seed
HDConsumer1.0%0.3%50.0%4844.93.02.0global-seed
NXPISemis1.0%1.5%61.1%1816.03.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
TDGDefense1.0%0.9%55.0%2020.43.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
AAPLTech0.9%0.4%35.7%7045.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
NEMMaterials0.9%-0.5%41.8%9146.43.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
PLDREIT0.9%1.2%52.9%3428.73.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
RTXIndustrials0.9%0.5%40.2%8264.33.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
SMRUtilities0.9%-6.8%25.0%124.43.02.0global-seed
TSMSemis0.9%4.0%38.6%4428.83.02.0global-seed
WMIndustrials0.9%0.5%46.2%3938.13.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
ANETHardware0.8%1.1%45.0%2012.23.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
AZNHealthcare0.8%0.4%42.9%6333.23.02.0global-seed
CRMSoftware0.8%1.0%37.0%2722.13.02.0global-seed
FCXMaterials0.8%-0.4%36.8%5731.13.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
GMAuto0.8%0.3%34.4%3215.73.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
JNJHealthcare0.8%1.1%49.4%8164.63.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
LLYHealthcare0.8%1.1%47.5%8054.23.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
NFLXMedia0.8%-0.8%39.4%3324.23.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
NOCDefense0.8%1.2%49.2%6544.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
REGNHealthcare0.8%-0.7%42.9%5635.33.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
TGTConsumer0.8%0.8%48.6%7453.53.02.0global-seed
APDMaterials0.7%0.3%47.5%5946.43.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
CFinancials0.7%0.6%43.8%7349.63.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
CBFinancials0.7%0.1%44.7%3833.43.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
COSTConsumer0.7%1.1%52.4%4240.13.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
CVSHealthcare0.7%0.3%38.8%8053.53.02.0global-seed
DUKUtilities0.7%0.6%50.0%6446.43.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
ITWIndustrials0.7%-0.3%44.3%7953.43.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
KMIEnergy0.7%-0.5%55.6%1815.53.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
MAPayments0.7%-0.2%50.0%1620.23.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
ONSemis0.7%0.2%40.0%4026.33.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
PEPConsumer0.7%0.3%40.4%5754.23.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
SAPTech0.7%-0.5%39.1%4630.93.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
SBUXConsumer0.7%1.1%47.5%4034.13.02.0global-seed
SHOPSoftware0.7%0.3%40.0%1511.23.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
SOUtilities0.7%0.1%47.7%4444.63.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
WFCFinancials0.7%0.4%45.6%6854.23.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
BACFinancials0.6%1.2%41.3%7553.53.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
CRWDSoftware0.6%3.4%60.0%107.13.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
HCAHealthcare0.6%1.7%50.0%1815.43.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
SMCIHardware0.6%-1.4%33.3%4219.43.02.0global-seed
TJXConsumer0.6%0.4%38.3%4739.13.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
UNPIndustrials0.6%0.2%49.1%5746.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
CCLTravel0.5%1.6%39.4%6639.03.02.0global-seed
EOGEnergy0.5%0.8%45.6%5736.83.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
GSFinancials0.5%2.5%41.7%3627.33.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
JPMFinancials0.5%-0.3%39.1%6446.43.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
KLACSemis0.5%0.7%40.6%6445.83.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
LOWConsumer0.5%0.4%44.8%6746.43.02.0global-seed
ORLYConsumer0.5%0.7%56.0%2533.33.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
PHIndustrials0.5%1.1%50.0%6446.43.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
TMOHealthcare0.5%1.0%42.6%5446.43.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
BPEnergy0.4%-0.4%46.0%12664.63.02.0global-seed
DEIndustrials0.4%0.8%33.8%7454.23.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
EMRIndustrials0.4%0.3%44.7%7654.23.02.0global-seed
ETNIndustrials0.4%0.4%46.3%6754.23.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
HONIndustrials0.4%-0.0%47.9%7364.63.02.0global-seed
INTCSemis0.4%-0.5%30.4%7946.43.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
ISRGHealthcare0.4%0.5%36.4%3326.13.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
KOConsumer0.4%0.2%44.6%6564.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
LINMaterials0.4%0.9%46.4%2834.13.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
MRKHealthcare0.4%0.4%40.5%7964.63.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
MSFinancials0.4%0.3%39.0%4133.43.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
NVOHealthcare0.4%0.9%43.1%7245.33.02.0global-seed
VPayments0.4%0.3%55.6%918.43.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
WMTConsumer0.4%0.7%41.8%6753.93.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
YUMConsumer0.4%0.7%47.8%2328.93.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
ADISemis0.3%0.5%41.3%6346.43.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
AFRMFintech0.3%4.9%31.2%165.63.02.0global-seed
AMGNHealthcare0.3%0.1%45.3%5343.13.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
BLKFinancials0.3%-0.6%36.7%3026.83.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
CLSKCryptoEq0.3%1.4%39.3%289.73.02.0global-seed
CMCSATelecom0.3%0.5%36.8%5746.43.02.0global-seed
ELVHealthcare0.3%0.8%42.9%2824.83.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
JOBYSpace0.3%2.6%23.5%175.73.02.0global-seed
PGConsumer0.3%0.2%45.8%8364.63.02.0global-seed
TERSemis0.3%1.3%38.2%10253.53.02.0global-seed
ABTHealthcare0.2%1.0%38.1%4246.43.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
ADPIndustrials0.2%0.4%43.2%4446.43.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
CVXEnergy0.2%0.4%43.2%8864.63.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
INTUSoftware0.2%-0.3%45.7%3533.4noneunder-observed: only 6 closed trades in 5.0y - held on default, not judged
NUEMaterials0.2%0.6%40.0%7546.43.02.0global-seed
OXYEnergy0.2%-0.2%43.9%5744.63.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
SYKHealthcare0.2%-0.4%43.4%5346.43.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
TXNSemis0.2%0.6%37.2%9454.23.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
UPSIndustrials0.2%0.0%43.6%3926.73.02.0global-seed
AEPUtilities0.1%-0.1%35.2%8864.63.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
AXPPayments0.1%-0.4%32.8%6754.23.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
BRK-BFinancials0.1%0.9%41.2%3430.23.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
CATIndustrials0.1%-0.6%36.8%10664.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
COPEnergy0.1%-0.1%35.1%5744.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
GEIndustrials0.1%-0.5%35.2%8864.63.02.0global-seedunder-observed: only 3 closed trades in 5.0y - held on default, not judged
IBMTech0.1%-0.3%34.3%10564.63.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
MCDConsumer0.1%0.3%34.2%7660.13.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
MSFTTech0.1%-1.5%40.0%5040.43.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
TTelecom0.1%0.3%34.0%5342.73.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
GDDefense0.0%-0.3%36.4%9964.63.02.0global-seedunder-observed: only 4 closed trades in 5.0y - held on default, not judged
NEEUtilities0.0%0.4%40.2%8253.53.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
NOWSoftware-0.0%-5.5%36.4%1114.13.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
PFEHealthcare0.0%0.0%37.1%7054.23.02.0global-seed
SLBEnergy0.0%-0.0%37.1%6244.63.02.0global-seed
UNHHealthcare-0.0%0.1%40.9%4441.83.02.0global-seedunder-observed: only 6 closed trades in 5.0y - held on default, not judged
ACNTech-0.1%-1.3%34.5%2925.1noneunder-observed: only 9 closed trades in 5.0y - held on default, not judged
ASMLSemis-0.1%-1.0%37.0%4631.43.02.0global-seed
LRCXSemis-0.1%0.8%38.2%5542.33.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
UBERInternet-0.1%-4.9%33.3%157.23.02.0global-seed
XOMEnergy-0.1%0.0%34.7%7564.63.02.0global-seedunder-observed: only 7 closed trades in 5.0y - held on default, not judged
ABNBInternet-0.2%-0.7%41.7%125.73.02.0global-seed
PSXEnergy-0.2%-1.1%44.4%1814.33.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
ADBESoftware-0.3%-2.0%37.5%4840.03.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
EBAYConsumer-0.4%-1.0%34.2%3827.93.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
SNOWSoftware-0.4%-6.6%27.3%115.93.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
MDBSoftware-0.5%-0.7%36.4%118.8noneunder-observed: only 8 closed trades in 5.0y - held on default, not judged
RIVNAuto-0.5%0.0%42.9%144.73.02.0global-seed
CSCOHardware-0.6%0.1%18.9%3736.53.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
CIHealthcare-0.7%-1.3%25.8%6244.33.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
SHELEnergy-0.7%-0.8%37.5%7242.43.02.0global-seedunder-observed: only 5 closed trades in 5.0y - held on default, not judged
CHWYConsumer-0.8%-7.7%31.2%167.13.02.0global-seed
NUFintech-0.9%0.0%28.6%74.73.02.0global-seedunder-observed: only 7 closed trades in 4.7y - held on default, not judged
LYFTTech-1.0%1.6%35.7%147.43.02.0global-seedunder-observed: only 9 closed trades in 5.0y - held on default, not judged
NETSoftware-1.1%1.2%25.0%126.93.02.0global-seed
SOFIFintech-1.6%3.7%16.7%185.63.02.0global-seed
DASHTech-1.9%-5.0%0.0%95.73.02.0global-seedunder-observed: only 8 closed trades in 5.0y - held on default, not judged
OTLYConsumer-2.1%-3.1%23.1%135.23.02.0global-seed

Provisional · 5 instruments

tickersectorCAGR 5yCAGR OOSwin%tradesyrsATR stoprisk%tuningnote
COFFEE_BIntl0.0%0.0%0.0%00.7none0.7y of history - default config, optimization not attempted
FIGSoftware0.0%0.0%0.0%41.0none1.0y of history - optimization attempted, default until 2y
NMAXMedia0.0%0.0%0.0%41.3none1.3y of history - optimization attempted, default until 2y
STRCCryptoEq0.0%0.0%0.0%01.0none1.0y of history - optimization attempted, default until 2y
TRUMPUSDCrypto-11.6%0.0%11.1%91.53.02.0global-seed1.5y of history - optimization attempted, default until 2y

Excluded · 31 instruments

tickersectoryrsreason excluded
XXICryptoEq2.0data integrity: zerorun:5
LTCUSDCrypto10.0no working system: -9.06%/trade +-3.56 (t=-2.54) over 5.0y, n=13
RGTIQuantum5.3data integrity: zerorun:4
OKLOUtilities5.1data integrity: zerorun:5
NIOAuto7.9no working system: -10.70%/trade +-3.93 (t=-2.72) over 5.0y, n=17
DOGEUSDCrypto5.2price $0.07 below the $1.00 floor
XLMUSDCrypto7.4price $0.16 below the $1.00 floor
UNIUSDCrypto5.9no working system: -8.66%/trade +-6.42 (t=-1.35) over 5.0y, n=20
NEONHardware37.6price $0.91 below the $1.00 floor
FETUSDCrypto5.0price $0.14 below the $1.00 floor
FAuto54.2no working system: -4.28%/trade +-2.35 (t=-1.82) over 5.0y, n=11
CMGConsumer20.5no working system: -4.72%/trade +-3.05 (t=-1.55) over 5.0y, n=11
XYZFintech10.7no working system: -8.72%/trade +-3.87 (t=-2.26) over 5.0y, n=11
ULConsumer46.4no working system: -2.41%/trade +-1.55 (t=-1.55) over 5.0y, n=12
LULUConsumer19.0no working system: -4.75%/trade +-4.21 (t=-1.13) over 5.0y, n=14
SONYTech53.5no working system: -3.55%/trade +-1.90 (t=-1.87) over 5.0y, n=12
ADAUSDCrypto5.4price $0.19 below the $1.00 floor
TMAuto46.4no working system: -4.31%/trade +-0.84 (t=-5.11) over 5.0y, n=13
MDTHealthcare53.3no working system: -2.53%/trade +-1.77 (t=-1.43) over 5.0y, n=13
VZTelecom42.7no working system: -1.80%/trade +-1.15 (t=-1.56) over 5.0y, n=11
ETSYConsumer11.3no working system: -7.55%/trade +-3.75 (t=-2.01) over 5.0y, n=11
PYPLPayments11.1no working system: -3.93%/trade +-3.31 (t=-1.19) over 5.0y, n=15
SNAPMedia9.4no working system: -6.52%/trade +-5.00 (t=-1.30) over 5.0y, n=13
LUNRSpace4.7data integrity: zerorun:17
ZSSoftware8.4no working system: -10.50%/trade +-3.18 (t=-3.30) over 5.0y, n=11
ZMSoftware7.3no working system: -4.91%/trade +-2.75 (t=-1.79) over 5.0y, n=11
AAVEUSDCrypto5.6no working system: -9.14%/trade +-6.73 (t=-1.36) over 5.0y, n=18
LCIDAuto5.9no working system: -9.24%/trade +-5.42 (t=-1.71) over 5.0y, n=17
RBLXMedia5.4no working system: -9.05%/trade +-5.81 (t=-1.56) over 5.0y, n=16
SUIUSDCrypto3.2price $0.68 below the $1.00 floor
DOTUSDCrypto5.1price $0.82 below the $1.00 floor