8=======>

2026-10-01 · +30d

lstm_s4 · test · 988 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 988 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
NUMNumbers ProtocolEthereum0.0025950.002896+11.58%–pending––0.7325–
LUMIALumiaEthereum0.0861930.094979+10.19%–pending––0.770–
MSFTXMicrosoft xStockEthereum514.8357555.4409+7.89%–pending––0.063,078–
BANANABanana GunEthereum4.0254.3289+7.55%–pending––0.730–
COINXCoinbase xStockEthereum189.555202.577+6.87%–pending––1.4342k–
FUELFuel NetworkEthereum0.00075940.000807907+6.39%–pending––-0.011,085–
CERECere NetworkEthereum0.00019680.000209175+6.29%–pending––0.04152–
INTCXIntel xStockEthereum120.24127.5965+6.12%–pending––0.6882k–
SUNSun TokenTron0.0156860.016632+6.03%–pending––-0.190–
AIGENSYN?0.0203510.021386+5.09%–pending––0.760–
PRAIPrivasea AIBinance Smart Chain0.00045790.000480024+4.83%–pending––0.13165–
MLKMiL.kArbitrum0.042930.04489+4.57%–pending––0.90315–
FOGOFogonative0.0052780.005516+4.51%–pending––1.261,360–
CWEBCoinwebEthereum0.0004750.00049408+4.02%–pending––-0.02214–
NIMNimiqnative0.00028060.000291553+3.90%–pending––-0.751,124–
NODENodeOpsEthereum0.0049850.005178+3.87%–pending––0.0898–
ADXheyAuraEthereum0.064060.066336+3.55%–pending––0.64206–
MOCAMoca NetworkEthereum0.0101920.010538+3.40%–pending––0.752,231–
BLUEBluefinSui0.009770.010101+3.39%–pending––0.871,254–
QQ0.0207240.021403+3.27%–pending––0.0816k–
KAIAKaianative0.0368050.037891+2.95%–pending––1.42888–
XCHChianative1.5991.6461+2.94%–pending––0.791,378–
MAVIAHeroes of MaviaEthereum0.0324350.033389+2.94%–pending––0.6419–
QUICKQuickswapEthereum0.0101760.010463+2.82%–pending––0.512,527–
LYXLUKSOEthereum0.247310.254125+2.76%–pending––0.23775–
TAKEOVERTAKESui0.060560.062167+2.65%–pending––0.142,635–
UOSUltraEthereum0.0036720.003766+2.57%–pending––0.532,558–
ALTHEAALTHEAEthereum0.041350.042392+2.52%–pending––0.47800–
MBLMovieBlocOntology0.000817750.000838254+2.51%–pending––0.751,739–
LADYSMilady Meme CoinEthereum7.50e-97.69e-9+2.47%–pending––1.281,113–
CHEEMSCheems TokenBinance Smart Chain5.39e-75.52e-7+2.45%–pending––0.83909–
HEIHeimaEthereum0.1492550.152657+2.28%–pending––0.711,707–
BEAMXBEAMX0.0020590.002104+2.20%–pending––1.112,206–
CTCCreditcoinEthereum0.115950.118455+2.16%–pending––1.14939–
SOSOSoSoValueEthereum0.299350.30576+2.14%–pending––0.106,651–
XNONanonative0.373410.380967+2.02%–pending––0.866,280–
SLXSolsticeSolana0.0638650.065149+2.01%–pending––0.4519k–
QTUMQtumQtum0.9871351.0058+1.89%–pending––0.985,523–
CAWA Hunters DreamEthereum8.30e-98.44e-9+1.78%–pending––1.159,227–
OMGOMG NetworkEthereum0.0497670.050612+1.70%–pending––0.81526–
GASGasNeo1.40351.427+1.67%–pending––0.96640–
RVNRavencoinnative0.0023590.002398+1.67%–pending––1.1510k–
VINUVita InuBinance Smart Chain9.56e-109.70e-10+1.53%–pending––0.5661k–
ZRCZircuitEthereum0.0010830.001099+1.49%–pending––1.7150–
CYBERCYBEREthereum0.32050.325278+1.49%–pending––1.091,206–
BARDLombardEthereum0.137850.139898+1.49%–pending––0.8150k–
SPYXSP500 xStockEthereum764.7647776.0967+1.48%–pending––0.1185k–
DIAMDIAMBinance Smart Chain0.0050810.005155+1.45%–pending––0.0244k–
PIPi Networknative0.0901850.091494+1.45%–pending––0.8326k–
SDStaderEthereum0.121250.123003+1.45%–pending––0.7136k–
ESEclipseEthereum0.0009050.000916749+1.30%–pending––1.194,004–
GENIUSGeniusBinance Smart Chain0.318350.32247+1.29%–pending––0.0411k–
PSGParis Saint-Germain Fan TokenSolana0.4630.468965+1.29%–pending––0.31207k–
ELIZAOSElizaOSEthereum0.0001570.000159014+1.28%–pending––0.611,507–
BORABORAKlay Token0.0281450.028506+1.28%–pending––0.812,934–
CBKCobakEthereum0.221150.223982+1.28%–pending––0.598,841–
ELSAElsaBase0.05510.055772+1.22%–pending––0.6330k–
SWARMSSwarmsSolana0.0080050.00809+1.07%–pending––0.992,316–
ICNTImpossible Cloud Network TokenEthereum0.095950.096962+1.05%–pending––0.6534k–
HYPERHyperlaneEthereum0.07180.072555+1.05%–pending––1.076,634–
EVEverythingEthereum0.000275250.000278116+1.04%–pending––0.322,245–
BGBBitget TokenEthereum1.9651.9851+1.03%–pending––0.733,266–
JUVJuventus Fan TokenSolana0.3230.326234+1.00%–pending––0.52172k–
LOTLeague of TradersBinance Smart Chain0.0061660.006228+1.00%–pending––0.5948k–
UMXMManadiaBinance Smart Chain0.066550.067197+0.97%–pending––-0.19377–
MLCMy Lovely CoinSolana0.020030.020209+0.89%–pending––0.5313k–
LQTYLiquityEthereum0.238650.24073+0.87%–pending––0.875,982–
BOMEBOOK OF MEMESolana0.000958340.000966091+0.81%–pending––1.315,176–
JELLYJELLYJelly-My-JellySolana0.0576460.05811+0.81%–pending––0.2955k–
RONINRONINSolana0.066560.067072+0.77%–pending––1.381,385–
CKBNervos Networknative0.0012980.001308+0.75%–pending––0.99817–
A8Ancient8Ethereum0.0053260.005365+0.73%–pending––0.6932k–
ININFINITEthereum0.03780.038057+0.68%–pending––0.823,419–
UUnited StablesEthereum0.00025750.000259233+0.67%–pending––0.342,346–
ASSETREALEthereum0.1979550.199285+0.67%–pending––-0.001,540–
DGBDigiBytenative0.0043680.004393+0.56%–pending––0.7028k–
MAMOMamoBase0.0073710.007408+0.51%–pending––0.9585k–
IQIQEthereum0.00089960.000904147+0.51%–pending––0.568,849–
VRVictoria VREthereum0.0014890.001496+0.48%–pending––0.37168k–
XEMNEMnative0.00058270.000585416+0.47%–pending––-0.053,253–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.000069815+0.45%–pending––0.0022k–
MEDMediblocOsmosis0.0017690.001777+0.45%–pending––0.522,917–
ROAMROAM TokenSolana0.012540.012597+0.45%–pending––0.1630k–
PORPortugal National Team Fan TokenSolana0.074670.074999+0.44%–pending––0.196,293–
XAIXaiArbitrum0.0096580.009699+0.43%–pending––0.79271–
NESNesaEthereum0.15140.152042+0.42%–pending––-0.163,351–
ETHWEthereumPoWnative0.29180.292942+0.39%–pending––1.061,686–
NFTAINFTEthereum2.40e-72.41e-7+0.39%–pending––-0.0046k–
ALTAltLayerEthereum0.007660.00769+0.39%–pending––0.897,490–
WAVESWavesEthereum0.29590.29702+0.38%–pending––0.8761k–
WARDWardenBase0.003010.003021+0.37%–pending––0.945,058–
LEOLEO TokenEthereum8.87578.9079+0.36%–pending––0.0695k–
SPACESpacecoinEthereum0.0053130.00533+0.32%–pending––1.008,907–
PROMPTWayfinderEthereum0.0201150.020179+0.32%–pending––0.8365k–
AGLDAdventure GoldEthereum0.20820.208858+0.32%–pending––0.7331k–
IRYSIrysEthereum0.016090.016136+0.28%–pending––0.6220k–
ORBSOrbsEthereum0.0072490.007269+0.27%–pending––0.436,697–
WAXLWrapped Axelarnative0.05170.051833+0.26%–pending––1.144,379–
EDUOpen CampusEthereum0.0530150.053115+0.19%–pending––0.671,859–
TOKENTokenFiEthereum0.0022910.002294+0.16%–pending––1.142,077–
USUALUsualEthereum0.013190.013204+0.11%–pending––1.207,961–
COAIChainOpera AIBinance Smart Chain0.327850.328188+0.10%–pending––0.7568k–
WCTWalletConnect TokenEthereum0.0415150.041556+0.10%–pending––0.9612k–
NXPCNexpacenative0.231850.232064+0.09%–pending––0.631,350–
XYMSymbolnative0.0030720.003075+0.08%–pending––0.623,234–
SLPSmooth Love PotionEthereum0.000670750.00067129+0.08%–pending––1.168,064–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.3550.355255+0.07%–pending––0.41173k–
GNOGnosisEthereum119.194119.274+0.07%–pending––0.645,970–
GOMININGGoMining TokenEthereum0.39160.391861+0.07%–pending––0.5816k–
TRXTRONTron0.3346430.33485+0.06%–pending––0.191.1M–
CTKShentuOsmosis0.126150.126201+0.04%–pending––0.8262k–
BIRBMoonbirdsSolana0.063920.063944+0.04%–pending––0.7289k–
OPNOpinionEthereum0.062050.062073+0.04%–pending––1.233,796–
UNIONUNION0.000257450.000257383-0.03%–pending––0.358,416–
HAEDALHaedal ProtocolSui0.019590.019583-0.03%–pending––0.83162k–
BASEDBasedEthereum0.0652250.065193-0.05%–pending––0.7923k–
XCXXeleb ProtocolBinance Smart Chain0.0032370.003235-0.07%–pending––0.5850k–
LAZIOLazio Fan TokenBinance Smart Chain0.3960.395716-0.07%–pending––0.7699k–
GMEEGAMEEEthereum0.0010180.001017-0.13%–pending––1.3644k–
IDOLMEET48Binance Smart Chain0.0106580.010642-0.15%–pending––0.2855k–
BZRBazaarsEthereum78.48678.3574-0.16%–pending––0.91116k–
ACMAC Milan Fan TokenSolana0.2850.284502-0.17%–pending––0.46195k–
USTCTerraClassicUSDTerra0.0059150.005904-0.19%–pending––0.73312k–
NEXONEXOEthereum0.8470.845123-0.22%–pending––0.84435k–
WMTXWorld Mobile TokenSolana0.0242650.02421-0.23%–pending––-0.1425k–
BNTBancor NetworkEthereum0.34930.348461-0.24%–pending––1.0111k–
AUCTIONBounceEthereum3.69533.6864-0.24%–pending––0.7836k–
SUPSuperfluidEthereum0.00059450.000593031-0.25%–pending––0.762,626–
ARPAARPAEthereum0.0109650.010938-0.25%–pending––0.6523k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum772.605770.5028-0.27%–pending––0.11139k–
SONICSonic SVMSolana0.026330.026254-0.29%–pending––1.21446–
SN75HippiusBittensor4.93454.9201-0.29%–pending––1.392,986–
WBTCWrapped BitcoinEthereum84,803.3084,541.59-0.31%–pending––0.9938k–
MCDXMcDonald's xStockEthereum233.9743233.2285-0.32%–pending––0.052,407–
BOBBOB (Build on Bitcoin)Ethereum0.0047750.00476-0.32%–pending––0.1014k–
DEGENDegenEthereum0.0010710.001068-0.33%–pending––1.1469k–
DGMADaGama WorldEthereum0.014530.014482-0.33%–pending––0.1232k–
WETHumidiFiSolana0.06530.065069-0.35%–pending––0.5914k–
BMTBubblemapsSolana0.0187350.018663-0.38%–pending––0.7931k–
QRLQuantum Resistant Ledgernative0.72850.725671-0.39%–pending––0.5114k–
ZKPzkPassEthereum0.0488150.048611-0.42%–pending––0.717,129–
APTMApertumnative0.0678950.067604-0.43%–pending––-0.2631k–
DKAdKargoEthereum0.0041820.004164-0.43%–pending––0.5742k–
RADRadworksEthereum0.2590.257849-0.44%–pending––0.317,256–
BANANAS31Banana For ScaleBinance Smart Chain0.0076460.007611-0.45%–pending––0.735,939–
WILDWilder WorldEthereum0.014020.013957-0.45%–pending––1.5349k–
QUAIQuai Networknative0.010270.010223-0.45%–pending––0.9810k–
CARVCARVEthereum0.0432750.043078-0.46%–pending––1.131,827–
CITYManchester City Fan TokenSolana0.35350.351889-0.46%–pending––0.35194k–
RIFRootstock Infrastructure FrameworkEthereum0.080750.080371-0.47%–pending––0.13320k–
SEDASEDAEthereum0.020010.019913-0.48%–pending––0.18401k–
VSYSV.SYSTEMSnative0.00025290.000251642-0.50%–pending––0.0970k–
BLESSBlessSolana0.0090730.009025-0.53%–pending––1.4951k–
ONTOntologynative0.0587350.058422-0.53%–pending––0.961,655–
NANOnanopayBase0.3721220.370139-0.53%–pending––0.8539k–
ELONDogelon MarsEthereum3.26e-83.24e-8-0.55%–pending––1.1024k–
HIPPOsudengSui0.0001320.00013126-0.56%–pending––1.0811k–
CLONEConfidential LayerEthereum0.0054720.005441-0.57%–pending––0.2360k–
GUNGunzSolana0.0029950.002977-0.58%–pending––0.9113k–
NEONEONeo2.53032.5153-0.59%–pending––1.099,003–
MYROMYROSolana0.0021410.002128-0.59%–pending––1.492,235–
LINEALineaEthereum0.002860.002842-0.61%–pending––0.9649k–
PLAYPlaysOutBase0.0314790.031273-0.65%–pending––0.18124k–
GLMGolemEthereum0.12670.125866-0.66%–pending––0.8535k–
MANTRAMANTRAnative0.0044370.004407-0.68%–pending––0.7024k–
TRADOORTradoorBinance Smart Chain0.6770.672386-0.68%–pending––0.4556k–
LYNEverlynBinance Smart Chain0.026770.026582-0.70%–pending––0.5276k–
ENSOEnsoEthereum1.00751.0004-0.70%–pending––0.1817k–
MITOMitosisBinance Smart Chain0.0158250.015712-0.71%–pending––0.811.5M–
CESWhalebitPolygon0.25830.256421-0.73%–pending––0.5085k–
AUDDAustralian Digital DollarEthereum0.69520.690061-0.74%–pending––0.107,186–
STRAXXertranative0.011460.011371-0.78%–pending––0.922,219–
SAFESafeEthereum0.108520.107674-0.78%–pending––1.04113k–
TAIKOTaikoEthereum0.08950.088762-0.82%–pending––0.5742k–
NEWTNewton ProtocolEthereum0.049450.049033-0.84%–pending––0.9620k–
ASMAssemble AIEthereum0.00620.006147-0.86%–pending––0.3720k–
PNUTPeanut the SquirrelSolana0.054130.053665-0.86%–pending––1.25356k–
UMAUMAEthereum0.4080050.404491-0.86%–pending––0.8429k–
OOBOobitSolana0.0076450.007579-0.87%–pending––0.0270k–
GWEIETHGasEthereum0.021340.021149-0.90%–pending––1.20144k–
KAGKinesis SilverEthereum29.529.2306-0.91%–pending––-0.0393k–
SNTStatusEthereum0.008450.00837-0.94%–pending––1.2748k–
SHIBShiba InuEthereum0.000005790.000005736-0.94%–pending––1.37587k–
POLYXPolymeshnative0.0429850.042578-0.95%–pending––1.0418k–
CGNCygnusBase0.0020340.002014-0.95%–pending––-0.0349k–
STORMStorm TradeTON0.0037530.003717-0.97%–pending––0.4369k–
REQRequestEthereum0.054460.053931-0.97%–pending––0.5412k–
RACARadio CacaEthereum0.000014340.0000142-0.98%–pending––0.4249k–
XMRMoneroMonero543.735538.3078-1.00%–pending––0.464.6M–
ORDEROrderlyEthereum0.0421250.041703-1.00%–pending––0.83960–
ZEUSZeus NetworkSolana0.002290.002267-1.02%–pending––0.977,342–
DBRdeBridgeSolana0.018890.018697-1.02%–pending––0.2034k–
HMNDHumanodeHumanode0.0015770.00156-1.09%–pending––0.2734k–
AIArtificial InuRobinhood0.0203650.020142-1.09%–pending––0.7748k–
OZOOzone Chainnative0.13080.129367-1.10%–pending––0.02122k–
KNCKyber Network CrystalEthereum0.137150.135643-1.10%–pending––0.7916k–
YBYield BasisEthereum0.08650.085538-1.11%–pending––0.5417k–
GRAMGram (prev. Toncoin)Ethereum1.57431.5566-1.12%–pending––0.8112k–
SAHARASahara AIEthereum0.0092450.00914-1.13%–pending––1.179,198–
HOTHoloEthereum0.00044590.000440851-1.13%–pending––0.9414k–
SIRENSirenBinance Smart Chain0.0365350.036121-1.13%–pending––0.84248k–
PORTOFC PortoBinance Smart Chain0.4560.450812-1.14%–pending––1.02150k–
ARTXARTX0.134130.132593-1.15%–pending––0.4954k–
MEMagic EdenSolana0.075470.074604-1.15%–pending––0.9762k–
TFUELTheta Fuelnative0.0103370.010217-1.16%–pending––0.9223k–
DOSDAPPOSEthereum0.21620.213658-1.18%–pending––0.6721k–
ZBTZEROBASEEthereum0.0857950.084786-1.18%–pending––0.077,152–
ACTAct I The AI ProphecySolana0.0109750.010845-1.19%–pending––0.9611k–
CEEKCEEK Smart VREthereum0.0027890.002755-1.19%–pending––0.6251k–
FLRFlareFlare0.0073890.0073-1.20%–pending––1.05564k–
SMARTSmartCodedBotBase0.0048770.004819-1.20%–pending––0.28118k–
OFCOneFootball CreditsEthereum0.0081240.008026-1.21%–pending––0.5953k–
LUNATerraTerra 20.000052950.000052305-1.22%–pending––0.99207k–
B2BSquared NetworkBinance Smart Chain0.49420.488117-1.23%–pending––0.319,182–
KDXKriyaSui0.0093050.00919-1.23%–pending––0.33197k–
QQQONInvesco QQQ ETF (Ondo Tokenized ETF)Ethereum745.79736.58-1.23%–pending––0.22150k–
SGBSongbirdnative0.0009680.000955918-1.25%–pending––0.8412k–
LMWRLimeWireEthereum0.0110150.010876-1.26%–pending––0.3014k–
BONEBone ShibaSwapEthereum0.053350.052651-1.31%–pending––1.615,560–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain765.105755.0414-1.32%–pending––0.11596k–
MIRAMiraBase0.05120.050522-1.32%–pending––0.998,019–
STRCONStrategy Stretch Preferred (Ondo Tokenized)Ethereum105.13103.7349-1.33%–pending––0.13124k–
MAPMAP0.003410.003365-1.33%–pending––0.21152k–
TLFTradeleafBinance Smart Chain0.0141690.01398-1.33%–pending––0.99113k–
BDXBeldexBinance Smart Chain0.0736150.072634-1.33%–pending––-0.13496k–
CBETHCoinbase Wrapped Staked ETHEthereum3,084.893,043.50-1.34%–pending––1.18471k–
ULTIMAUltimaBinance Smart Chain1,619.941,598.19-1.34%–pending––0.27410k–
BABYBabylonnative0.013760.013574-1.35%–pending––0.93101k–
FORTFortaEthereum0.015310.015102-1.36%–pending––0.6717k–
HEMIHemiEthereum0.0062630.006178-1.37%–pending––1.59228–
UBUnibaseEthereum0.1449450.142942-1.38%–pending––0.7961k–
ATMAtletico Madrid Fan TokenSolana1.0681.0532-1.39%–pending––0.28245k–
CHILLGUYJust a chill guySolana0.013460.01327-1.41%–pending––1.211,830–
HMSTRHamster KombatTON0.000169950.00016754-1.42%–pending––1.143,537–
INTERInter Milan Fan TokenSolana0.2030.200114-1.42%–pending––0.1749k–
FRTSFruitsnative0.0000048310.000004762-1.42%–pending––0.2654k–
FLOWFlownative0.0312350.030789-1.43%–pending––0.7042k–
DNTdistrict0xEthereum0.0075860.007478-1.43%–pending––0.7018k–
LUNCTerra Luna Classicnative0.000052450.000051695-1.44%–pending––1.0930k–
RDNTRadiant CapitalEthereum0.00046180.000455105-1.45%–pending––0.8930k–
WBETHWrapped Beacon ETHEthereum2,998.762,955.20-1.45%–pending––1.18897k–
BSBBlock StreetEthereum0.100330.098871-1.45%–pending––1.42539k–
CGPTChainGPTEthereum0.022360.022033-1.46%–pending––0.87194k–
AERGOAergo [OLD]Ethereum0.0095220.009382-1.47%–pending––0.1363k–
XRBOroBitnative1.73481.709-1.49%–pending––0.05198k–
AIADeAgentAISui0.07070.069639-1.50%–pending––0.2777k–
TLOSTelosEthereum0.0162420.015996-1.52%–pending––-0.1945k–
INXInfinexEthereum0.0058270.005739-1.52%–pending––0.6936k–
XPRXPR NetworkEthereum0.0023490.002313-1.52%–pending––0.80319k–
MOGMog CoinEthereum1.15e-71.13e-7-1.52%–pending––1.5149k–
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.