8=======>

2026-10-04 · +30d

lstm_s4 · test · 990 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 990 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
LUMIALumiaEthereum0.0866940.096318+11.10%–pending––0.770–
NUMNumbers ProtocolEthereum0.0025250.002767+9.59%–pending––0.7522–
BANANABanana GunEthereum4.0244.3689+8.57%–pending––0.720–
FUELFuel NetworkEthereum0.000746750.00080549+7.87%–pending––-0.011,500–
CERECere NetworkEthereum0.000187550.00020227+7.85%–pending––-0.01194–
FOGOFogonative0.0051940.005492+5.73%–pending––1.251,646–
MSFTXMicrosoft xStockEthereum517.8778545.7893+5.39%–pending––0.063,078–
PRAIPrivasea AIBinance Smart Chain0.00036710.000385851+5.11%–pending––0.13294–
COINXCoinbase xStockEthereum183.775192.9952+5.02%–pending––1.4237k–
SUNSun TokenTron0.0173580.018217+4.95%–pending––-0.200–
UMXMManadiaBinance Smart Chain0.060950.063804+4.68%–pending––-0.22427–
AIGENSYN?0.0209510.021915+4.60%–pending––0.770–
BLUEBluefinSui0.0102490.010702+4.42%–pending––0.881,317–
CKBNervos Networknative0.0013130.001369+4.26%–pending––0.98778–
ADXheyAuraEthereum0.06650.069249+4.13%–pending––0.62263–
CWEBCoinwebEthereum0.00048150.000500937+4.04%–pending––-0.02118–
ALTHEAALTHEAEthereum0.03720.038701+4.04%–pending––0.45800–
INTCXIntel xStockEthereum119.075123.8095+3.98%–pending––0.6773k–
MOCAMoca NetworkEthereum0.0100920.010487+3.92%–pending––0.732,231–
ZRCZircuitEthereum0.0010810.001123+3.82%–pending––1.70145–
CHEEMSCheems TokenBinance Smart Chain5.55e-75.76e-7+3.81%–pending––0.82909–
UOSUltraEthereum0.0036410.003769+3.53%–pending––0.533,713–
OPNOpinionEthereum0.056250.058211+3.49%–pending––1.235,099–
XCHChianative1.58551.6401+3.44%–pending––0.801,713–
LADYSMilady Meme CoinEthereum7.54e-97.79e-9+3.28%–pending––1.311,113–
QQ0.021440.022129+3.21%–pending––0.0617k–
GASGasNeo1.42151.4662+3.15%–pending––0.95884–
LYXLUKSOEthereum0.246720.254383+3.11%–pending––0.15796–
KAIAKaianative0.037530.038675+3.05%–pending––1.411,193–
TAKEOVERTAKESui0.0655150.06746+2.97%–pending––0.142,981–
MLKMiL.kArbitrum0.044250.04551+2.85%–pending––0.90207–
ELIZAOSElizaOSEthereum0.000160.000164528+2.83%–pending––0.611,388–
NIMNimiqnative0.00029940.000307786+2.80%–pending––-0.74808–
SLXSolsticeSolana0.0617550.063461+2.76%–pending––0.5320k–
NODENodeOpsEthereum0.005040.005169+2.56%–pending––0.0865–
SOSOSoSoValueEthereum0.303850.311612+2.55%–pending––0.097,006–
SDStaderEthereum0.11940.122411+2.52%–pending––0.7136k–
CYBERCYBEREthereum0.31350.321172+2.45%–pending––1.071,948–
MBLMovieBlocOntology0.00082090.000840849+2.43%–pending––0.751,878–
XNONanonative0.3642350.372736+2.33%–pending––0.866,280–
HEIHeimaEthereum0.1392950.142422+2.24%–pending––0.691,412–
DIAMDIAMBinance Smart Chain0.0050120.005121+2.18%–pending––0.0244k–
VINUVita InuBinance Smart Chain9.42e-109.62e-10+2.16%–pending––0.5266k–
PORPortugal National Team Fan TokenSolana0.0828050.084516+2.07%–pending––0.286,293–
CTCCreditcoinEthereum0.11560.117941+2.03%–pending––1.131,012–
MLCMy Lovely CoinSolana0.0164550.016783+1.99%–pending––0.5516k–
SUPSuperfluidEthereum0.0005780.000589389+1.97%–pending––0.732,658–
EVEverythingEthereum0.000274850.000280138+1.92%–pending––0.321,895–
OMGOMG NetworkEthereum0.0529130.053897+1.86%–pending––0.78496–
PIPi Networknative0.0870450.088654+1.85%–pending––0.8329k–
LOTLeague of TradersBinance Smart Chain0.0062580.006364+1.69%–pending––0.5850k–
PSGParis Saint-Germain Fan TokenSolana0.460.467691+1.67%–pending––0.31217k–
JELLYJELLYJelly-My-JellySolana0.0553070.056208+1.63%–pending––0.2856k–
ELSAElsaBase0.0555350.056419+1.59%–pending––0.6328k–
LYNEverlynBinance Smart Chain0.0293750.029842+1.59%–pending––0.5898k–
RONINRONINSolana0.068190.069241+1.54%–pending––1.391,597–
QTUMQtumQtum0.994531.0096+1.52%–pending––0.975,618–
ICNTImpossible Cloud Network TokenEthereum0.097950.099436+1.52%–pending––0.6632k–
GENIUSGeniusBinance Smart Chain0.319750.324587+1.51%–pending––0.0212k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.36450.36992+1.49%–pending––0.41186k–
ESEclipseEthereum0.0008150.000826987+1.47%–pending––1.203,686–
BARDLombardEthereum0.136150.138149+1.47%–pending––0.8154k–
BGBBitget TokenEthereum2.00352.0327+1.46%–pending––0.733,266–
BORABORAKlay Token0.0290750.029451+1.29%–pending––0.813,643–
ASSETREALEthereum0.19360.196093+1.29%–pending––-0.011,540–
MAVIAHeroes of MaviaEthereum0.0338650.03429+1.25%–pending––0.647–
XYMSymbolnative0.0028960.002931+1.24%–pending––0.623,234–
SPYXSP500 xStockEthereum770.5516780.0476+1.23%–pending––0.1180k–
QUICKQuickswapEthereum0.010980.011114+1.22%–pending––0.512,527–
HAEDALHaedal ProtocolSui0.019590.019823+1.19%–pending––0.83171k–
UUnited StablesEthereum0.00025650.000259521+1.18%–pending––0.342,231–
TOKENTokenFiEthereum0.0023120.002338+1.15%–pending––1.142,236–
SN75HippiusBittensor4.8554.9105+1.14%–pending––1.373,129–
WARDWardenBase0.003130.003165+1.13%–pending––0.965,204–
NESNesaEthereum0.149740.151403+1.11%–pending––-0.172,596–
ROAMROAM TokenSolana0.0126320.012771+1.10%–pending––0.1631k–
COAIChainOpera AIBinance Smart Chain0.33660.340218+1.07%–pending––0.7969k–
SWARMSSwarmsSolana0.00840.008488+1.05%–pending––1.002,316–
NFTAINFTEthereum2.42e-72.44e-7+1.04%–pending––-0.0047k–
JUVJuventus Fan TokenSolana0.32650.329848+1.03%–pending––0.52196k–
A8Ancient8Ethereum0.0054430.005497+0.99%–pending––0.6845k–
SPACESpacecoinEthereum0.0052580.00531+0.99%–pending––1.009,732–
DGBDigiBytenative0.0043110.004353+0.98%–pending––0.7025k–
BZRBazaarsEthereum79.059579.8276+0.97%–pending––0.91121k–
TOPTOP PROTOCOLBinance Smart Chain0.00006980.000070478+0.97%–pending––0.0126k–
WAVESWavesEthereum0.299450.302253+0.94%–pending––0.8862k–
BANANAS31Banana For ScaleBinance Smart Chain0.0075370.007606+0.91%–pending––0.746,044–
VRVictoria VREthereum0.0014870.001501+0.91%–pending––0.36197k–
XEMNEMnative0.00057940.000584665+0.91%–pending––-0.032,897–
GNOGnosisEthereum120.4695121.5205+0.87%–pending––0.645,970–
XAIXaiArbitrum0.0099510.010038+0.87%–pending––0.80271–
CBKCobakEthereum0.219850.22174+0.86%–pending––0.609,110–
AGLDAdventure GoldEthereum0.211950.213722+0.84%–pending––0.7331k–
PROMPTWayfinderEthereum0.020160.020327+0.83%–pending––0.8374k–
LQTYLiquityEthereum0.236150.238059+0.81%–pending––0.875,518–
MEDMediblocOsmosis0.0017540.001766+0.73%–pending––0.532,391–
IRYSIrysEthereum0.015870.015986+0.73%–pending––0.6120k–
CTKShentuOsmosis0.129850.130758+0.70%–pending––0.8268k–
UNIONUNION0.000261250.000263058+0.69%–pending––0.367,270–
ININFINITEthereum0.037120.037375+0.69%–pending––0.832,692–
RVNRavencoinnative0.0022980.002313+0.67%–pending––1.149,037–
AUCTIONBounceEthereum3.75553.7805+0.67%–pending––0.7836k–
HYPERHyperlaneEthereum0.07250.072959+0.63%–pending––1.087,049–
BOMEBOOK OF MEMESolana0.001030.001036+0.61%–pending––1.303,949–
META2META219.503519.6187+0.59%–pending––1.410–
MAMOMamoBase0.007870.007913+0.55%–pending––0.9485k–
DIADIAEthereum0.1611750.162049+0.54%–pending––0.6975k–
GUNGunzSolana0.0033250.003343+0.54%–pending––0.9114k–
LAZIOLazio Fan TokenBinance Smart Chain0.390.392068+0.53%–pending––0.77106k–
ALTAltLayerEthereum0.007870.007911+0.52%–pending––0.867,490–
GMEEGAMEEEthereum0.0010480.001053+0.51%–pending––1.3744k–
DGMADaGama WorldEthereum0.0150350.015109+0.49%–pending––0.1232k–
IQIQEthereum0.000910350.000914751+0.48%–pending––0.566,831–
IDOLMEET48Binance Smart Chain0.0109160.010968+0.47%–pending––0.2953k–
BMTBubblemapsSolana0.019180.019259+0.41%–pending––0.7831k–
SLPSmooth Love PotionEthereum0.00070640.00070927+0.41%–pending––1.168,064–
WCTWalletConnect TokenEthereum0.042630.042794+0.38%–pending––0.9316k–
EDUOpen CampusEthereum0.052990.053192+0.38%–pending––0.681,799–
ETHWEthereumPoWnative0.29240.29344+0.36%–pending––1.061,686–
CITYManchester City Fan TokenSolana0.3530.354219+0.35%–pending––0.34217k–
REQRequestEthereum0.055840.056012+0.31%–pending––0.5414k–
OPENOpenLedgerEthereum0.11930.11965+0.29%–pending––0.9013k–
FUNTOKEN?0.0077920.007814+0.28%–pending––-0.2362k–
CAWA Hunters DreamEthereum8.40e-98.42e-9+0.28%–pending––1.159,227–
XCXXeleb ProtocolBinance Smart Chain0.0029630.002971+0.25%–pending––0.5851k–
ONTOntologynative0.0600650.0602+0.22%–pending––0.941,641–
ACMAC Milan Fan TokenSolana0.2820.282391+0.14%–pending––0.46203k–
CHILLGUYJust a chill guySolana0.0130750.013091+0.12%–pending––1.182,055–
BASEDBasedEthereum0.0624150.062485+0.11%–pending––0.7921k–
CARVCARVEthereum0.0448850.044933+0.11%–pending––1.131,714–
MYROMYROSolana0.0021520.002154+0.08%–pending––1.492,480–
ACTAct I The AI ProphecySolana0.010670.010678+0.07%–pending––0.9611k–
ZKPzkPassEthereum0.0494750.049504+0.06%–pending––0.737,129–
TRXTRONTron0.3356170.335687+0.02%–pending––0.191.1M–
NEXONEXOEthereum0.8650.865077+0.01%–pending––0.84435k–
LEOLEO TokenEthereum8.98018.9791-0.01%–pending––0.0586k–
DEGENDegenEthereum0.0010780.001078-0.01%–pending––1.1469k–
VSYSV.SYSTEMSnative0.000254550.000254486-0.02%–pending––0.1067k–
NEONEONeo2.57032.5697-0.03%–pending––1.099,003–
GOMININGGoMining TokenEthereum0.410650.410464-0.05%–pending––0.5814k–
BIRBMoonbirdsSolana0.0639650.063922-0.07%–pending––0.7381k–
KCSKuCoinnative7.45757.4524-0.07%–pending––0.76404k–
STRAXXertranative0.0114410.011432-0.08%–pending––0.912,219–
ASMAssemble AIEthereum0.006090.006085-0.08%–pending––0.3721k–
WMTXWorld Mobile TokenSolana0.0247610.024736-0.10%–pending––-0.1424k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum777.36776.4467-0.12%–pending––0.11144k–
HIPPOsudengSui0.0001250.000124836-0.13%–pending––1.0310k–
BOBBOB (Build on Bitcoin)Ethereum0.004820.004811-0.19%–pending––0.1111k–
BLESSBlessSolana0.0090470.00903-0.19%–pending––1.5048k–
TRADOORTradoorBinance Smart Chain0.695250.693912-0.19%–pending––0.4257k–
WILDWilder WorldEthereum0.0150650.015035-0.20%–pending––1.5251k–
CESWhalebitPolygon0.2560.255435-0.22%–pending––0.4992k–
BNTBancor NetworkEthereum0.34950.348728-0.22%–pending––1.0012k–
NXPCNexpacenative0.235550.235009-0.23%–pending––0.621,019–
KAGKinesis SilverEthereum30.9530.8775-0.23%–pending––-0.0095k–
MCDXMcDonald's xStockEthereum230.5028229.9609-0.24%–pending––0.052,407–
WAXLWrapped Axelarnative0.05360.053474-0.24%–pending––1.124,184–
ATMAtletico Madrid Fan TokenSolana1.041.0375-0.24%–pending––0.30259k–
TFUELTheta Fuelnative0.0105870.010561-0.24%–pending––0.9226k–
YGGYield Guild GamesEthereum0.02820.028128-0.25%–pending––1.0125k–
SEDASEDAEthereum0.0201050.020053-0.26%–pending––0.19380k–
RIFRootstock Infrastructure FrameworkEthereum0.082150.081924-0.27%–pending––0.12299k–
STORMStorm TradeTON0.0036020.003592-0.29%–pending––0.4272k–
USTCTerraClassicUSDTerra0.005850.005832-0.31%–pending––0.74343k–
UMXUMX0.061710.061518-0.31%–pending––0.4320k–
ZEUSZeus NetworkSolana0.0023150.002307-0.33%–pending––0.917,941–
LINGOLingoSolana0.0147690.014721-0.33%–pending––1.0949k–
RACARadio CacaEthereum0.000014450.000014402-0.33%–pending––0.4250k–
CGNCygnusBase0.0020230.002016-0.34%–pending––-0.0350k–
ZBTZEROBASEEthereum0.0860750.085775-0.35%–pending––0.086,238–
TELTelcoinEthereum0.0019650.001958-0.35%–pending––1.2156k–
ARPAARPAEthereum0.0112960.011256-0.36%–pending––0.6424k–
ENSOEnsoEthereum0.99950.995843-0.37%–pending––0.2017k–
MANTRAMANTRAnative0.0045770.004561-0.37%–pending––0.6923k–
USUALUsualEthereum0.013160.013109-0.39%–pending––1.218,173–
2ZDoubleZeroSolana0.045150.044973-0.39%–pending––1.0449k–
ELONDogelon MarsEthereum3.36e-83.35e-8-0.39%–pending––1.1025k–
TAIKOTaikoEthereum0.09270.092331-0.40%–pending––0.6943k–
ORBSOrbsEthereum0.0074370.007402-0.47%–pending––0.436,697–
ARIAAria.AIBinance Smart Chain0.0367650.036583-0.49%–pending––0.2165k–
RADRadworksEthereum0.2610.259709-0.49%–pending––0.318,118–
MITOMitosisBinance Smart Chain0.015780.015702-0.49%–pending––0.791.2M–
QUAIQuai Networknative0.011060.011004-0.51%–pending––0.9311k–
NANOnanopayBase0.3631850.361319-0.51%–pending––0.8533k–
XMRMoneroMonero546.54543.691-0.52%–pending––0.454.3M–
UBUnibaseEthereum0.137180.136452-0.53%–pending––0.8163k–
LINEALineaEthereum0.0028790.002863-0.56%–pending––0.9651k–
SNTStatusEthereum0.0085850.008536-0.57%–pending––1.2648k–
PIPEPipe NetworkSolana0.0277650.027604-0.58%–pending––0.210–
GRAMGram (prev. Toncoin)Ethereum1.53031.5211-0.60%–pending––0.8113k–
CEEKCEEK Smart VREthereum0.0028360.002819-0.61%–pending––0.6251k–
HPHippo Protocolnative0.0099850.009925-0.61%–pending––0.5923k–
KNCKyber Network CrystalEthereum0.143050.142183-0.61%–pending––0.7916k–
ATAproEthereum0.12730.126523-0.61%–pending––0.39274k–
GLMGolemEthereum0.12970.128899-0.62%–pending––0.8435k–
OFCOneFootball CreditsEthereum0.0083040.00825-0.64%–pending––0.5754k–
DKAdKargoEthereum0.004230.004203-0.65%–pending––0.5741k–
HMNDHumanodeHumanode0.00160.001589-0.66%–pending––0.2734k–
KDXKriyaSui0.009490.009427-0.66%–pending––0.34198k–
AUDDAustralian Digital DollarEthereum0.69790.693173-0.68%–pending––0.107,441–
SAHARASahara AIEthereum0.009240.009177-0.68%–pending––1.178,024–
UMAUMAEthereum0.4042050.401443-0.68%–pending––0.8428k–
ESPEspressoEthereum0.1058650.105126-0.70%–pending––1.1590k–
HEMIHemiEthereum0.0058620.00582-0.70%–pending––1.5825–
DNTdistrict0xEthereum0.0073230.007271-0.71%–pending––0.6820k–
WETHumidiFiSolana0.066550.066079-0.71%–pending––0.5914k–
OZOOzone Chainnative0.131050.130075-0.74%–pending––0.02125k–
PLAYPlaysOutBase0.0294990.029279-0.75%–pending––0.1697k–
INTERInter Milan Fan TokenSolana0.20120.19968-0.76%–pending––0.1651k–
OOBOobitSolana0.007270.007215-0.76%–pending––0.0271k–
SHIBShiba InuEthereum0.0000059190.000005873-0.77%–pending––1.38645k–
RIONHyperionAptos0.14480.143679-0.77%–pending––0.3248k–
DBRdeBridgeSolana0.01930.019148-0.79%–pending––0.2135k–
FRTSFruitsnative0.0000049170.000004876-0.82%–pending––0.2557k–
AIADeAgentAISui0.070290.06971-0.83%–pending––0.2681k–
SFPSafePalEthereum0.300350.297868-0.83%–pending––0.7746k–
AIArtificial InuRobinhood0.0210.020826-0.83%–pending––0.7848k–
SMARTSmartCodedBotBase0.0046420.004603-0.83%–pending––0.25123k–
LUNATerraTerra 20.000052640.000052199-0.84%–pending––0.99207k–
DEXEDeXeEthereum1.89651.8798-0.88%–pending––-0.201.7M–
GWEIETHGasEthereum0.0213020.021113-0.89%–pending––1.19141k–
BARFC Barcelona Fan TokenSolana0.2820.279445-0.91%–pending––0.42157k–
STRCONStrategy Stretch Preferred (Ondo Tokenized)Ethereum105.14104.1781-0.91%–pending––0.13129k–
MEMagic EdenSolana0.077480.076771-0.91%–pending––0.9662k–
POLYXPolymeshnative0.042680.042287-0.92%–pending––1.0318k–
SIRENSirenBinance Smart Chain0.035240.034915-0.92%–pending––0.82241k–
FISStafiEthereum0.0017230.001707-0.92%–pending––0.661,023–
SGBSongbirdnative0.0010160.001007-0.92%–pending––0.8414k–
HOTHoloEthereum0.000450950.000446759-0.93%–pending––0.9114k–
NEWTNewton ProtocolEthereum0.05110.05062-0.94%–pending––0.9520k–
OVROvrEthereum0.040580.04019-0.96%–pending––0.9451k–
PLAIPlayMindSolana0.0017030.001687-0.96%–pending––0.0242k–
FLRFlareFlare0.0073030.007232-0.97%–pending––1.05513k–
RDNTRadiant CapitalEthereum0.000451550.000447123-0.98%–pending––0.9028k–
PNUTPeanut the SquirrelSolana0.0546550.054118-0.98%–pending––1.24372k–
DOSDAPPOSEthereum0.21480.212668-0.99%–pending––0.6617k–
HMSTRHamster KombatTON0.000172250.000170525-1.00%–pending––1.073,580–
PORTOFC PortoBinance Smart Chain0.4560.451403-1.01%–pending––1.02166k–
TLOSTelosEthereum0.0171190.016946-1.01%–pending––-0.1849k–
ARTXARTX0.142160.140712-1.02%–pending––0.4554k–
OCTAOctaSpaceEthereum0.1096050.108469-1.04%–pending––0.369,429–
PROVESuccinctEthereum0.211750.209548-1.04%–pending––0.55126k–
DRBDebtReliefBotBase0.00021850.000216223-1.04%–pending––2.89187k–
FLOWFlownative0.032160.03182-1.06%–pending––0.6847k–
XRBOroBitnative1.73381.7153-1.07%–pending––0.04200k–
AERGOAergo [OLD]Ethereum0.0095830.00948-1.08%–pending––0.1457k–
BDXBeldexBinance Smart Chain0.073280.07249-1.08%–pending––-0.13485k–
ORDEROrderlyEthereum0.038560.038143-1.08%–pending––0.81783–
QQQONInvesco QQQ ETF (Ondo Tokenized ETF)Ethereum755.29747.0546-1.09%–pending––0.22160k–
DOODDoodlesSolana0.0017390.001719-1.10%–pending––1.1947k–
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.