8=======>

2026-10-20 · +30d

lstm_s4 · test · 995 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 995 tokens assessed
long-short decile
–
realised beta-adjusted alpha
direction hit
–
in alpha space · – on raw price
BTC over horizon
–
the unhedgeable market factor

Predicted vs actual (250 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
BANANABanana GunEthereum3.5783.8447+7.45%–pending––0.720–
MSFTXMicrosoft xStockEthereum529.0269560.0848+5.87%–pending––0.0813k–
COINXCoinbase xStockEthereum172.435181.4035+5.20%–pending––1.4489k–
INTCXIntel xStockEthereum94.74599.3013+4.81%–pending––0.59136k–
MLKMiL.kArbitrum0.0403350.042166+4.54%–pending––0.88315–
LUMIALumiaEthereum0.0863770.089834+4.00%–pending––0.9143–
META2META217.74718.2318+2.73%–pending––1.150–
NODENodeOpsEthereum0.005390.005513+2.28%–pending––-0.0761–
HEMIHemiEthereum0.0051910.005309+2.26%–pending––1.470–
XCHChianative1.5121.5406+1.89%–pending––0.853,797–
LADYSMilady Meme CoinEthereum6.03e-96.11e-9+1.40%–pending––1.35867–
IQIQEthereum0.0007870.000797371+1.32%–pending––0.68676–
UNIONUNION0.000137550.000139278+1.26%–pending––0.7911k–
SUNSun TokenTron0.0165520.016759+1.25%–pending––-0.180–
GTGateEthereum10.14510.2524+1.06%–pending––0.74484k–
NXPCNexpacenative0.163950.165453+0.92%–pending––0.76616–
MERLMerlin ChainEthereum0.0292050.029472+0.91%–pending––1.2812k–
UMXMManadiaBinance Smart Chain0.040150.040469+0.79%–pending––-1.20646–
RNBWRainbowBase0.0208550.021008+0.73%–pending––0.81364–
XAIXaiArbitrum0.0083490.008405+0.68%–pending––0.841,197–
UUnited StablesEthereum0.00012150.000122249+0.62%–pending––1.002,771–
SPYXSP500 xStockEthereum771.0239775.526+0.58%–pending––0.10135k–
XNONanonative0.338460.34027+0.53%–pending––0.907,195–
VINUVita InuBinance Smart Chain8.78e-108.82e-10+0.43%–pending––0.5574k–
XEMNEMnative0.000393250.000394511+0.32%–pending––0.744,101–
XYMSymbolnative0.0027290.002738+0.31%–pending––0.652,578–
CTCCreditcoinEthereum0.091250.091513+0.29%–pending––1.101,584–
PSGParis Saint-Germain Fan TokenSolana0.43150.432624+0.26%–pending––0.29222k–
DIAMDIAMBinance Smart Chain0.004360.004371+0.24%–pending––0.0344k–
SUPSuperfluidEthereum0.0002540.000254586+0.23%–pending––0.656,846–
MBLMovieBlocOntology0.00071040.000711962+0.22%–pending––0.821,739–
EVEverythingEthereum0.0002540.000254557+0.22%–pending––0.421,895–
MLCMy Lovely CoinSolana0.0111250.011142+0.16%–pending––0.5624k–
QTUMQtumQtum0.8774050.878555+0.13%–pending––1.096,149–
PIPi Networknative0.0789450.07903+0.11%–pending––0.7823k–
SLXSolsticeSolana0.0490850.04906-0.05%–pending––0.7316k–
ACMAC Milan Fan TokenSolana0.26050.260347-0.06%–pending––0.44207k–
AGLDAdventure GoldEthereum0.17350.173328-0.10%–pending––0.7842k–
WAVESWavesEthereum0.24270.242375-0.13%–pending––1.0453k–
LQTYLiquityEthereum0.20440.204067-0.16%–pending––0.925,399–
FOGOFogonative0.0042770.004268-0.21%–pending––1.306,972–
AIGENSYN?0.0168810.016843-0.22%–pending––0.920–
JELLYJELLYJelly-My-JellySolana0.0511440.05102-0.24%–pending––0.3055k–
PIPEPipe NetworkSolana0.0272750.027185-0.33%–pending––0.160–
JOEJOEArbitrum0.032640.032497-0.44%–pending––1.113,285–
ENSEthereum Name ServiceEthereum5.59955.5746-0.44%–pending––1.68214k–
WARDWardenBase0.002720.002707-0.49%–pending––1.024,746–
MOCAMoca NetworkEthereum0.0085340.008491-0.50%–pending––0.732,178–
ESEclipseEthereum0.000930.000924896-0.55%–pending––0.484,263–
BARDLombardEthereum0.110550.109941-0.55%–pending––0.9356k–
GOMININGGoMining TokenEthereum0.374650.372483-0.58%–pending––0.5614k–
BOBBOB (Build on Bitcoin)Ethereum0.004310.004283-0.63%–pending––0.124,342–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32650.324427-0.63%–pending––0.33182k–
LOTLeague of TradersBinance Smart Chain0.0057460.005709-0.65%–pending––0.6351k–
AUCTIONBounceEthereum3.47883.4561-0.65%–pending––0.9533k–
DGBDigiBytenative0.0033630.003341-0.66%–pending––0.9325k–
CERECere NetworkEthereum0.0001820.000180755-0.68%–pending––0.016,824–
TRXTRONTron0.331190.328745-0.74%–pending––0.141.0M–
KAGKinesis SilverEthereum27.82527.6165-0.75%–pending––-0.1297k–
MEDMediblocOsmosis0.0015380.001525-0.82%–pending––0.601,715–
USTCTerraClassicUSDTerra0.0050450.005003-0.83%–pending––0.82249k–
RONINRONINSolana0.059030.058532-0.84%–pending––1.421,707–
NEXONEXOEthereum0.81550.808592-0.85%–pending––0.82401k–
GNOGnosisEthereum114.732113.7571-0.85%–pending––0.684,099–
ONTOntologynative0.05380.053329-0.87%–pending––0.991,020–
MITOMitosisBinance Smart Chain0.0134250.013302-0.91%–pending––0.78706k–
ININFINITEthereum0.0275250.027267-0.94%–pending––0.912,115–
ROAMROAM TokenSolana0.0118480.011737-0.94%–pending––0.2531k–
COAIChainOpera AIBinance Smart Chain0.263750.261196-0.97%–pending––0.8775k–
SLPSmooth Love PotionEthereum0.00057280.000567243-0.97%–pending––1.295,898–
ZKPzkPassEthereum0.0425450.042128-0.98%–pending––0.785,360–
ETHWEthereumPoWnative0.24210.239708-0.99%–pending––1.111,535–
DEGENDegenEthereum0.00096050.000950764-1.01%–pending––1.1171k–
OMGOMG NetworkEthereum0.0505460.05003-1.02%–pending––0.671,520–
RIFRootstock Infrastructure FrameworkEthereum0.076250.075467-1.03%–pending––0.44278k–
NFTAINFTEthereum2.38e-72.36e-7-1.03%–pending––0.0447k–
GLMGolemEthereum0.118450.117214-1.04%–pending––0.8631k–
FUELFuel NetworkEthereum0.00076620.000758171-1.05%–pending––-0.0134k–
PORPortugal National Team Fan TokenSolana0.0695150.068753-1.10%–pending––0.3611k–
RAILRailgunEthereum2.3932.3659-1.13%–pending––2.4155k–
MAVIAHeroes of MaviaEthereum0.02680.026491-1.15%–pending––0.6747–
REQRequestEthereum0.053920.053297-1.15%–pending––0.5820k–
FLRFlareFlare0.0064180.00634-1.22%–pending––1.06489k–
IRYSIrysEthereum0.012980.012821-1.23%–pending––0.6425k–
UPCUPCXEthereum0.12980.128183-1.25%–pending––0.073.4M–
KGENKGeNBase0.094550.093372-1.25%–pending––0.452,892–
APTMApertumnative0.0504850.049851-1.26%–pending––-0.1184k–
RVNRavencoinnative0.0014930.001474-1.27%–pending––1.1910k–
BANANAS31Banana For ScaleBinance Smart Chain0.0062540.006174-1.27%–pending––0.743,934–
DRBDebtReliefBotBase0.00016280.0001607-1.29%–pending––2.84183k–
ACTAct I The AI ProphecySolana0.009080.008958-1.34%–pending––1.115,942–
SEDASEDAEthereum0.0171150.016881-1.37%–pending––0.24316k–
BZRBazaarsEthereum70.907569.935-1.37%–pending––0.94211k–
IDOLMEET48Binance Smart Chain0.007710.007602-1.39%–pending––0.2552k–
BMTBubblemapsSolana0.0193250.019055-1.40%–pending––0.8317k–
APRCapricornEthereum0.031850.031402-1.41%–pending––0.48274k–
TFUELTheta Fuelnative0.0092970.009164-1.43%–pending––1.0325k–
CITYManchester City Fan TokenSolana0.31150.306951-1.46%–pending––0.35242k–
CHEEMSCheems TokenBinance Smart Chain4.52e-74.45e-7-1.47%–pending––0.90774–
DGMADaGama WorldEthereum0.0135050.013303-1.50%–pending––-0.2023k–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain771.485759.9508-1.50%–pending––0.11395k–
XCXXeleb ProtocolBinance Smart Chain0.0023970.00236-1.54%–pending––0.5455k–
MEMEROBINHOOD?0.0092110.009069-1.55%–pending––0.08103k–
TELTelcoinEthereum0.0014940.001471-1.55%–pending––1.2460k–
BSBBlock StreetEthereum0.086710.085365-1.55%–pending––1.06383k–
CBETHCoinbase Wrapped Staked ETHEthereum2,793.832,750.17-1.56%–pending––1.221.1M–
FFFalcon FinanceEthereum0.111370.109624-1.57%–pending––-0.221,621–
ARKMArkhamEthereum0.124650.122694-1.57%–pending––1.3643k–
NEONEONeo2.27932.243-1.59%–pending––1.1911k–
SOMISomnianative0.19140.188305-1.62%–pending––0.7217k–
NESNesaEthereum0.120790.118829-1.62%–pending––0.121,333–
BNTBancor NetworkEthereum0.31290.307791-1.63%–pending––1.068,622–
LABLABBinance Smart Chain0.044030.043308-1.64%–pending––1.06891k–
ORBSOrbsEthereum0.0068620.006748-1.65%–pending––0.53909–
BLESSBlessSolana0.0078740.007744-1.65%–pending––1.4820k–
HAEDALHaedal ProtocolSui0.018440.018133-1.66%–pending––0.81225k–
DOLODolomiteEthereum0.0247550.024342-1.67%–pending––0.908,698–
SOPHSophonEthereum0.0017550.001725-1.71%–pending––0.60544k–
BABYBabylonnative0.0128150.012595-1.72%–pending––1.01106k–
HEIHeimaEthereum0.1164550.114427-1.74%–pending––0.91766–
TAITARS AISolana0.003680.003616-1.74%–pending––0.587,392–
HPHippo Protocolnative0.0076720.007537-1.76%–pending––0.7021k–
CTKShentuOsmosis0.11640.114348-1.76%–pending––0.85107k–
GENIUSGeniusBinance Smart Chain0.30570.300302-1.77%–pending––-0.1012k–
BASEDBasedEthereum0.0501250.049235-1.78%–pending––0.8624k–
TRADOORTradoorBinance Smart Chain0.61550.604477-1.79%–pending––0.5256k–
SNTStatusEthereum0.00720.007071-1.79%–pending––1.4049k–
VSYSV.SYSTEMSnative0.000251050.000246543-1.80%–pending––0.1373k–
TREETreeEthereum0.037830.03715-1.80%–pending––0.9546k–
VOWVowEthereum0.0305850.030028-1.82%–pending––0.8454k–
MAPMAP0.0032950.003235-1.83%–pending––0.13148k–
BNSOLBinance Staked SOLSolana120.95118.7102-1.85%–pending––1.25515k–
WBETHWrapped Beacon ETHEthereum2,713.702,663.24-1.86%–pending––1.22815k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum778.64764.1287-1.86%–pending––0.11148k–
WILDWilder WorldEthereum0.012330.0121-1.86%–pending––1.6751k–
BGBBitget TokenEthereum1.90551.8699-1.87%–pending––0.682,776–
HOTHoloEthereum0.000375250.000368181-1.88%–pending––0.9713k–
STONKEXThe Stonks ExchangeBase0.0047750.004685-1.88%–pending––2.4549k–
MOGMog CoinEthereum1.05e-71.03e-7-1.89%–pending––1.7240k–
SHIBShiba InuEthereum0.000005130.000005032-1.90%–pending––1.49641k–
0G0GEthereum0.23550.230963-1.93%–pending––0.8739k–
BLURBlurEthereum0.0093340.009154-1.93%–pending––1.4133k–
BARFC Barcelona Fan TokenSolana0.26850.263271-1.95%–pending––0.40231k–
ONGOntology Gasnative0.078250.076718-1.96%–pending––1.0025–
CARVCARVEthereum0.034840.034156-1.96%–pending––1.134,057–
DEXEDeXeEthereum1.7941.7587-1.97%–pending––0.501.2M–
FONEapeonfoneSolana0.0036780.003605-1.97%–pending––1.32119k–
WMTXWorld Mobile TokenSolana0.0211520.020733-1.98%–pending––-0.1430k–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.00006812-1.99%–pending––0.0020k–
DYDXdYdXCosmos0.1183350.115982-1.99%–pending––1.2144k–
ATMAtletico Madrid Fan TokenSolana0.99850.978625-1.99%–pending––0.37280k–
STRAXXertranative0.0103760.010169-1.99%–pending––0.923,260–
BDXBeldexBinance Smart Chain0.0735850.072114-2.00%–pending––-0.01471k–
TWTTrust WalletBinance Smart Chain0.466750.457365-2.01%–pending––0.72592k–
OVPPOpenVPP [Old]Ethereum0.00093650.000917639-2.01%–pending––2.1862k–
BCHSVBitcoin Cash SV18.0917.7255-2.01%–pending––1.01390k–
MANTRAMANTRAnative0.0039960.003915-2.02%–pending––0.7915k–
CGNCygnusBase0.0020160.001975-2.02%–pending––-0.0153k–
HMSTRHamster KombatTON0.00014880.000145793-2.02%–pending––0.871,732–
XPINXPIN NetworkBinance Smart Chain0.00070770.000693391-2.02%–pending––0.07100k–
TOKENTokenFiEthereum0.0018630.001825-2.02%–pending––1.272,687–
ELONDogelon MarsEthereum2.97e-82.91e-8-2.03%–pending––1.1429k–
ENSOEnsoEthereum0.65950.645972-2.05%–pending––0.5319k–
QUAIQuai Networknative0.0080050.007838-2.08%–pending––0.6711k–
ETHEthereumEthereum2,446.592,395.46-2.09%–pending––1.23230.0M–
NUMNumbers ProtocolEthereum0.0032960.003227-2.10%–pending––0.3950–
ESEEeseeEthereum0.0043970.004304-2.11%–pending––-0.2335k–
TAIKOTaikoEthereum0.07360.072042-2.12%–pending––0.7943k–
LUNATerraTerra 20.000048220.000047196-2.12%–pending––0.97150k–
ASMAssemble AIEthereum0.006160.006028-2.14%–pending––0.4132k–
ZRX0x ProtocolEthereum0.1119060.109507-2.14%–pending––1.08100k–
HIGHHighstreetEthereum0.027340.02675-2.16%–pending––0.57114k–
YOMYOMAvalanche0.014040.013736-2.17%–pending––-0.833,265–
MYROMYROSolana0.0019250.001884-2.17%–pending––1.562,966–
PIPEDOGpipedogRobinhood0.00054540.000533547-2.17%–pending––1.6782k–
USUALUsualEthereum0.010710.010477-2.18%–pending––1.326,070–
OGOG Fan TokenSolana2.61852.5614-2.18%–pending––0.47341k–
LDOLido DAOEthereum0.411180.402196-2.18%–pending––1.26519k–
LINGOLingoSolana0.0130150.012729-2.20%–pending––1.2749k–
TMXTermMaxEthereum0.009180.008977-2.21%–pending––3.167,668–
KNCKyber Network CrystalEthereum0.12410.121353-2.21%–pending––0.9013k–
OOBOobitSolana0.009150.008947-2.21%–pending––-0.2095k–
RACARadio CacaEthereum0.000012690.000012407-2.23%–pending––0.5051k–
WBTCWrapped BitcoinEthereum82,813.8580,964.58-2.23%–pending––0.9935k–
KATKatanaBase0.004080.003989-2.24%–pending––1.00114k–
SDStaderEthereum0.11580.113206-2.24%–pending––0.8959k–
YBYield BasisEthereum0.062150.060755-2.24%–pending––0.6817k–
ADXheyAuraEthereum0.060180.058826-2.25%–pending––0.621,023–
KLVKleverKlever Blockchain0.00057710.000564094-2.25%–pending––-0.1247k–
GUNGunzSolana0.0023350.002282-2.26%–pending––0.9613k–
CHZChilizEthereum0.0138590.013544-2.27%–pending––1.0465k–
ZILZilliqaBinance Smart Chain0.0026080.002549-2.28%–pending––0.493,102–
ULTIMAUltimaBinance Smart Chain1,428.791,395.97-2.30%–pending––0.19295k–
XPRXPR NetworkEthereum0.0019190.001875-2.31%–pending––0.64247k–
KDXKriyaSui0.0090750.008865-2.31%–pending––0.34220k–
SPACESpacecoinEthereum0.0038640.003774-2.31%–pending––1.1119k–
CWEBCoinwebEthereum0.000580450.000567019-2.31%–pending––-0.27299–
HYPEHyperliquidHyperliquid80.35578.4857-2.33%–pending––1.2325.1M–
MANYUManyuEthereum3.71e-93.63e-9-2.33%–pending––1.2362k–
CESWhalebitPolygon0.18540.181074-2.33%–pending––0.4697k–
PURRPurrHyperliquid0.098760.096447-2.34%–pending––2.4554k–
XRBOroBitnative1.62631.5882-2.34%–pending––0.08198k–
BORABORAKlay Token0.0254150.024818-2.35%–pending––0.916,749–
UBUnibaseEthereum0.126820.123839-2.35%–pending––0.8154k–
FRTSFruitsnative0.0000045070.0000044-2.36%–pending––0.2044k–
WXTWXT TokenEthereum0.0186760.018234-2.37%–pending––0.801.4M–
BOMEBOOK OF MEMESolana0.000612150.000597666-2.37%–pending––1.574,428–
FAIFreysa AIBase0.0020310.001983-2.37%–pending––0.9682k–
BTTCBTTC3.65e-73.56e-7-2.39%–pending––0.51210k–
VSNVisionEthereum0.039890.038933-2.40%–pending––0.3332k–
HOLOHoloworldSolana0.05810.056701-2.41%–pending––1.012,798–
STORMStorm TradeTON0.0027070.002641-2.41%–pending––0.4172k–
VINEVineSolana0.007670.007484-2.42%–pending––1.294,029–
MEMagic EdenSolana0.0617050.060188-2.46%–pending––1.1184k–
PNUTPeanut the SquirrelSolana0.044830.043725-2.46%–pending––1.40221k–
WLFIWorld Liberty FinancialEthereum0.0555850.054214-2.47%–pending––0.31516k–
LYXLUKSOEthereum0.214130.208841-2.47%–pending––0.022,459–
CACoupon AssetsEthereum0.2490750.242898-2.48%–pending––0.1559k–
TEATea ProtocolEthereum0.000040140.00003914-2.49%–pending––-0.03817k–
HANAHana NetworkBinance Smart Chain0.0119930.011693-2.50%–pending––-0.0169k–
CEEKCEEK Smart VREthereum0.0026420.002575-2.50%–pending––0.6050k–
LUNCTerra Luna Classicnative0.0000467150.000045545-2.50%–pending––1.0823k–
XAUTTether GoldEthereum4,112.754,008.58-2.53%–pending––0.31186k–
SMARTSmartCodedBotBase0.0043210.004212-2.53%–pending––0.18139k–
CBKCobakEthereum0.19550.190528-2.54%–pending––0.7141k–
OFCOneFootball CreditsEthereum0.0064390.006275-2.56%–pending––0.5955k–
TOWNMoltbook TownSolana0.000103450.000100794-2.57%–pending––-0.3963k–
JUVJuventus Fan TokenSolana0.30450.296654-2.58%–pending––0.51264k–
SAHARASahara AIEthereum0.007690.007491-2.59%–pending––1.256,195–
PIPPINpippinSolana0.0159650.015551-2.59%–pending––1.03167k–
MANTLE?0.534950.520937-2.62%–pending––0.95326k–
KASKaspaKaspa0.037370.036384-2.64%–pending––1.21905k–
UOSUltraEthereum0.0020870.002032-2.64%–pending––0.8814k–
MXMXEthereum1.73841.6925-2.64%–pending––0.121.6M–
ALIGNAlignedEthereum0.0044050.004289-2.64%–pending––-0.6314k–
GWEIETHGasEthereum0.0224870.021892-2.64%–pending––0.92176k–
NCTPolySwarmEthereum0.008920.008683-2.66%–pending––1.0554k–
TLOSTelosEthereum0.0170040.016553-2.66%–pending––-0.2950k–
JTOJitoSolana0.4820.469179-2.66%–pending––1.27938k–
AIArtificial InuRobinhood0.0169050.016454-2.67%–pending––0.9248k–
LEOLEO TokenEthereum9.00368.7612-2.69%–pending––0.04134k–
STABLE​​StableHyperliquid0.0263250.025616-2.69%–pending––0.3111k–
NANOnanopayBase0.3382950.329158-2.70%–pending––0.8927k–
BONERBoner CoinRobinhood0.015610.015188-2.70%–pending––3.9861k–
PLAIPlayMindSolana0.0017030.001657-2.72%–pending––0.0241k–
ASSETREALEthereum0.180430.175512-2.73%–pending––0.011,287–
WBTWhiteBIT CoinEthereum81.1578.9218-2.75%–pending––1.0947k–
WETHumidiFiSolana0.05230.050862-2.75%–pending––0.8812k–
ZYLOZylo EcosystemSolana0.0207850.020212-2.75%–pending––-0.2376k–
OZOOzone Chainnative0.13070.127094-2.76%–pending––0.02128k–
Δ columns are percentage price moves; alpha err and the hit column are in beta-adjusted log-return space, which is what the model actually predicts. “pending” means the horizon has not matured yet. Rows are capped for readability — add &limit=2000 to widen.