8=======>

2026-10-06 · +30d

lstm_s4 · test · 994 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 994 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
LUMIALumiaEthereum0.0943540.103953+10.17%–pending––0.720–
BANANABanana GunEthereum3.94754.3275+9.63%–pending––0.710–
MSFTXMicrosoft xStockEthereum529.4942569.2342+7.51%–pending––0.054,863–
NUMNumbers ProtocolEthereum0.0025560.002746+7.43%–pending––0.722–
COINXCoinbase xStockEthereum186.62198.5038+6.37%–pending––1.4051k–
INTCXIntel xStockEthereum112.73119.531+6.03%–pending––0.6691k–
META2META218.115519.0409+5.11%–pending––1.390–
FUELFuel NetworkEthereum0.00075380.000785495+4.20%–pending––-0.024,533–
CERECere NetworkEthereum0.0001870.000194624+4.08%–pending––-0.01523–
FOGOFogonative0.0054110.005621+3.87%–pending––1.231,941–
SUNSun TokenTron0.0170720.017716+3.77%–pending––-0.180–
PRAIPrivasea AIBinance Smart Chain0.00043110.00044542+3.32%–pending––0.07518–
UMXMManadiaBinance Smart Chain0.06340.065439+3.22%–pending––-0.21493–
NODENodeOpsEthereum0.0050.005157+3.13%–pending––0.0845–
OMGOMG NetworkEthereum0.0498210.051372+3.11%–pending––0.82574–
MLKMiL.kArbitrum0.0436050.044947+3.08%–pending––0.90255–
AIGENSYN?0.0221310.022778+2.92%–pending––0.750–
ZRCZircuitEthereum0.0010660.001095+2.75%–pending––1.70307–
XAIXaiArbitrum0.0096360.00989+2.63%–pending––0.78624–
LADYSMilady Meme CoinEthereum7.03e-97.21e-9+2.54%–pending––1.341,335–
MAVIAHeroes of MaviaEthereum0.0330450.03386+2.47%–pending––0.656–
QQ0.0212220.021696+2.23%–pending––0.0717k–
XCHChianative1.56751.6017+2.18%–pending––0.781,713–
CWEBCoinwebEthereum0.00048840.000498843+2.14%–pending––-0.05129–
PORPortugal National Team Fan TokenSolana0.0742850.075819+2.07%–pending––0.207,006–
MOCAMoca NetworkEthereum0.0100340.01024+2.05%–pending––0.702,098–
ALTHEAALTHEAEthereum0.038550.039297+1.94%–pending––0.46822–
BLUEBluefinSui0.0097510.00992+1.74%–pending––0.821,405–
CKBNervos Networknative0.0013130.001335+1.64%–pending––0.96689–
SPYXSP500 xStockEthereum780.6539792.9728+1.58%–pending––0.1095k–
GASGasNeo1.41221.4337+1.53%–pending––0.93897–
QUICKQuickswapEthereum0.0108470.010985+1.27%–pending––0.513,722–
SDStaderEthereum0.11940.120911+1.27%–pending––0.7139k–
VINUVita InuBinance Smart Chain8.99e-109.09e-10+1.21%–pending––0.5867k–
CHEEMSCheems TokenBinance Smart Chain5.44e-75.50e-7+1.12%–pending––0.80915–
SLXSolsticeSolana0.06120.061833+1.03%–pending––0.5520k–
IQIQEthereum0.000873950.000882971+1.03%–pending––0.576,831–
DIAMDIAMBinance Smart Chain0.0050330.005085+1.03%–pending––0.0244k–
XNONanonative0.3626350.36625+1.00%–pending––0.876,280–
PSGParis Saint-Germain Fan TokenSolana0.4610.465422+0.96%–pending––0.31222k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.37150.374868+0.91%–pending––0.40196k–
BARDLombardEthereum0.13050.131631+0.87%–pending––0.8063k–
WARDWardenBase0.002940.002965+0.86%–pending––0.775,590–
ELSAElsaBase0.055030.055492+0.84%–pending––0.6525k–
SUPSuperfluidEthereum0.0005510.000555624+0.84%–pending––0.713,588–
HEIHeimaEthereum0.135270.136344+0.79%–pending––0.711,412–
QTUMQtumQtum0.974520.981913+0.76%–pending––0.985,618–
PIPi Networknative0.0869750.087627+0.75%–pending––0.7929k–
BOMEBOOK OF MEMESolana0.0009978250.001004+0.65%–pending––1.282,950–
CHILLGUYJust a chill guySolana0.0127650.012847+0.64%–pending––1.162,425–
UUnited StablesEthereum0.00026550.000267069+0.59%–pending––0.292,391–
JELLYJELLYJelly-My-JellySolana0.0549050.055217+0.57%–pending––0.2656k–
NESNesaEthereum0.1376150.138306+0.50%–pending––-0.073,344–
ESEclipseEthereum0.0008850.000889375+0.49%–pending––0.973,686–
ICNTImpossible Cloud Network TokenEthereum0.09920.099664+0.47%–pending––0.6332k–
BGBBitget TokenEthereum2.0012.01+0.45%–pending––0.723,394–
LOTLeague of TradersBinance Smart Chain0.0061460.006173+0.45%–pending––0.5750k–
HAEDALHaedal ProtocolSui0.02010.020181+0.40%–pending––0.80172k–
ADXheyAuraEthereum0.072380.072581+0.28%–pending––0.60289–
OPNOpinionEthereum0.058350.0585+0.26%–pending––1.175,145–
WAVESWavesEthereum0.29360.294343+0.25%–pending––0.8762k–
JUVJuventus Fan TokenSolana0.3280.328803+0.24%–pending––0.51228k–
MBLMovieBlocOntology0.00078940.000791074+0.21%–pending––0.761,739–
ETHWEthereumPoWnative0.287250.287819+0.20%–pending––1.061,843–
AGLDAdventure GoldEthereum0.209650.21006+0.20%–pending––0.7233k–
XYMSymbolnative0.0029910.002997+0.18%–pending––0.603,234–
DGBDigiBytenative0.0041870.004194+0.18%–pending––0.6925k–
LYXLUKSOEthereum0.266360.266765+0.15%–pending––0.061,477–
EVEverythingEthereum0.00027470.000275083+0.14%–pending––0.321,111–
SPACESpacecoinEthereum0.005010.005016+0.13%–pending––1.0211k–
PROMPTWayfinderEthereum0.0191650.01919+0.13%–pending––0.7984k–
UMAUMAEthereum0.4330750.433506+0.10%–pending––0.8128k–
GNOGnosisEthereum121.09121.2003+0.09%–pending––0.655,970–
LAZIOLazio Fan TokenBinance Smart Chain0.3990.39936+0.09%–pending––0.76114k–
NEONEONeo2.53642.5375+0.04%–pending––1.089,672–
RVNRavencoinnative0.0022760.002276+0.02%–pending––1.1311k–
MCDXMcDonald's xStockEthereum232.7894232.8142+0.01%–pending––0.042,407–
MLCMy Lovely CoinSolana0.016280.016278-0.01%–pending––0.5316k–
NFTAINFTEthereum2.39e-72.39e-7-0.05%–pending––0.0047k–
BZRBazaarsEthereum78.119578.0764-0.06%–pending––0.91125k–
GUNGunzSolana0.003130.003128-0.06%–pending––0.8914k–
NIMNimiqnative0.0002970.000296832-0.06%–pending––-0.73808–
COAIChainOpera AIBinance Smart Chain0.33230.332112-0.06%–pending––0.8370k–
ININFINITEthereum0.0356650.035641-0.07%–pending––0.792,692–
CBKCobakEthereum0.21690.216711-0.09%–pending––0.6011k–
LQTYLiquityEthereum0.250650.25043-0.09%–pending––0.845,670–
ROAMROAM TokenSolana0.0124710.01246-0.09%–pending––0.1031k–
IRYSIrysEthereum0.015650.015633-0.11%–pending––0.5720k–
UNIONUNION0.000256150.000255858-0.11%–pending––0.306,519–
ACMAC Milan Fan TokenSolana0.28250.282123-0.13%–pending––0.45215k–
XEMNEMnative0.00060350.000602511-0.16%–pending––0.343,253–
GENIUSGeniusBinance Smart Chain0.327650.32702-0.19%–pending––-0.0212k–
CTKShentuOsmosis0.12990.129582-0.25%–pending––0.8069k–
MEDMediblocOsmosis0.0017340.00173-0.25%–pending––0.522,391–
IDOLMEET48Binance Smart Chain0.0100910.010064-0.27%–pending––0.3153k–
A8Ancient8Ethereum0.0053980.005383-0.29%–pending––0.6448k–
TRXTRONTron0.3353520.334309-0.31%–pending––0.181.1M–
GOMININGGoMining TokenEthereum0.39840.397151-0.31%–pending––0.5814k–
TOKENTokenFiEthereum0.0022650.002257-0.32%–pending––1.122,459–
ZKPzkPassEthereum0.0494650.049293-0.35%–pending––0.676,517–
SOSOSoSoValueEthereum0.32610.324945-0.35%–pending––0.087,064–
NEXONEXOEthereum0.8530.849835-0.37%–pending––0.85435k–
GMEEGAMEEEthereum0.0010090.001005-0.40%–pending––1.3444k–
MAMOMamoBase0.0077120.007681-0.40%–pending––0.90106k–
BANANAS31Banana For ScaleBinance Smart Chain0.0073150.007285-0.41%–pending––0.665,939–
DGMADaGama WorldEthereum0.0150.014937-0.42%–pending––0.1332k–
AUCTIONBounceEthereum3.91013.8924-0.45%–pending––0.7840k–
RAILRailgunEthereum2.36362.3526-0.47%–pending––2.3454k–
VRVictoria VREthereum0.0014830.001475-0.54%–pending––0.35208k–
XCXXeleb ProtocolBinance Smart Chain0.0030540.003037-0.56%–pending––0.4852k–
TMXTermMaxEthereum0.0126350.012562-0.58%–pending––3.127,463–
BASEDBasedEthereum0.067130.066739-0.58%–pending––0.7723k–
SLPSmooth Love PotionEthereum0.00067960.000675607-0.59%–pending––1.188,064–
CYBERCYBEREthereum0.340.337975-0.60%–pending––1.022,156–
BMTBubblemapsSolana0.0196450.019528-0.60%–pending––0.7731k–
ALTAltLayerEthereum0.007930.007881-0.62%–pending––0.857,528–
LEOLEO TokenEthereum8.89838.8429-0.62%–pending––0.0692k–
MERLMerlin ChainEthereum0.029810.029617-0.65%–pending––1.2414k–
RONINRONINSolana0.069310.068857-0.65%–pending––1.361,814–
WMTXWorld Mobile TokenSolana0.0254980.025326-0.67%–pending––-0.1624k–
REQRequestEthereum0.056160.055777-0.68%–pending––0.5314k–
BIRBMoonbirdsSolana0.062580.06215-0.69%–pending––0.6481k–
HYPERHyperlaneEthereum0.07190.071405-0.69%–pending––1.067,049–
DEGENDegenEthereum0.0010460.001039-0.72%–pending––1.1464k–
BLESSBlessSolana0.0088310.008766-0.73%–pending––1.4541k–
KAGKinesis SilverEthereum29.9829.7555-0.75%–pending––-0.0195k–
CITYManchester City Fan TokenSolana0.3520.3492-0.80%–pending––0.35217k–
SEDASEDAEthereum0.0194350.019278-0.81%–pending––0.20363k–
BNTBancor NetworkEthereum0.34180.338986-0.82%–pending––1.0112k–
AERGOAergo [OLD]Ethereum0.0092270.009149-0.84%–pending––0.1251k–
RIFRootstock Infrastructure FrameworkEthereum0.082250.08156-0.84%–pending––0.14293k–
QUAIQuai Networknative0.009930.009844-0.87%–pending––0.9911k–
ATAproEthereum0.1340.132832-0.87%–pending––0.37320k–
AUDDAustralian Digital DollarEthereum0.697150.691028-0.88%–pending––0.117,645–
USTCTerraClassicUSDTerra0.005730.00568-0.88%–pending––0.74343k–
SN75HippiusBittensor4.854.8074-0.88%–pending––1.363,129–
GWEIETHGasEthereum0.0201840.020002-0.90%–pending––1.00143k–
VSYSV.SYSTEMSnative0.00025030.00024801-0.91%–pending––0.1068k–
SGBSongbirdnative0.0009580.000949092-0.93%–pending––0.8716k–
USUALUsualEthereum0.013180.013056-0.94%–pending––1.198,173–
WCTWalletConnect TokenEthereum0.042990.042586-0.94%–pending––0.9326k–
ASMAssemble AIEthereum0.00620.006142-0.94%–pending––0.3322k–
ASSETREALEthereum0.190330.1885-0.96%–pending––-0.011,540–
TFUELTheta Fuelnative0.0103570.010257-0.97%–pending––0.9226k–
NEWTNewton ProtocolEthereum0.049250.048772-0.97%–pending––0.9220k–
MYROMYROSolana0.0022120.00219-1.00%–pending––1.452,795–
MANTRAMANTRAnative0.0045730.004526-1.02%–pending––0.6723k–
SHIBShiba InuEthereum0.0000057880.000005729-1.02%–pending––1.39677k–
BOBBOB (Build on Bitcoin)Ethereum0.004740.004691-1.03%–pending––0.0511k–
OOBOobitSolana0.008770.008678-1.05%–pending––-0.0773k–
UMXUMX0.0617150.061067-1.05%–pending––0.4020k–
WILDWilder WorldEthereum0.01460.014445-1.06%–pending––1.5151k–
ONTOntologynative0.0608750.060214-1.09%–pending––0.931,641–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain779.94771.4033-1.09%–pending––0.10644k–
CAWA Hunters DreamEthereum7.91e-97.82e-9-1.11%–pending––1.169,227–
XMRMoneroMonero559.67553.4324-1.11%–pending––0.434.2M–
XAUTTether GoldEthereum4,167.104,120.29-1.12%–pending––0.33289k–
STRAXXertranative0.011320.011193-1.12%–pending––0.892,219–
ENSOEnsoEthereum0.99150.980324-1.13%–pending––0.2117k–
ACTAct I The AI ProphecySolana0.010970.010843-1.16%–pending––0.9710k–
TAIKOTaikoEthereum0.08980.088759-1.16%–pending––0.6943k–
ATMAtletico Madrid Fan TokenSolana1.04351.0312-1.18%–pending––0.33262k–
NXPCNexpacenative0.23370.230936-1.18%–pending––0.611,019–
YGGYield Guild GamesEthereum0.02770.027371-1.19%–pending––0.9725k–
MITOMitosisBinance Smart Chain0.0164750.016276-1.20%–pending––0.751.1M–
SNTStatusEthereum0.008440.008338-1.21%–pending––1.2949k–
ARIAAria.AIBinance Smart Chain0.036590.036145-1.22%–pending––0.1459k–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.00006865-1.22%–pending––0.0126k–
PORTOFC PortoBinance Smart Chain0.45750.451819-1.24%–pending––1.01180k–
PNUTPeanut the SquirrelSolana0.053620.052933-1.28%–pending––1.23375k–
LINGOLingoSolana0.0142680.014085-1.28%–pending––1.1049k–
YBYield BasisEthereum0.085150.084052-1.29%–pending––0.5213k–
OFCOneFootball CreditsEthereum0.0075670.00747-1.29%–pending––0.4556k–
ASRAS Roma Fan TokenSolana0.89650.884856-1.30%–pending––0.44179k–
ELONDogelon MarsEthereum3.26e-83.22e-8-1.31%–pending––1.1025k–
TRADOORTradoorBinance Smart Chain0.71710.70767-1.31%–pending––0.4156k–
SAHARASahara AIEthereum0.0090950.008975-1.32%–pending––1.158,024–
FLRFlareFlare0.0072720.007175-1.33%–pending––1.05528k–
WBETHWrapped Beacon ETHEthereum2,985.762,946.00-1.33%–pending––1.18832k–
RACARadio CacaEthereum0.000014260.000014068-1.35%–pending––0.4150k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum787.165776.3933-1.37%–pending––0.11150k–
PLAYPlaysOutBase0.02790.027503-1.42%–pending––0.1697k–
KDXKriyaSui0.009410.009275-1.44%–pending––0.33200k–
BARFC Barcelona Fan TokenSolana0.2830.278921-1.44%–pending––0.42162k–
STORMStorm TradeTON0.0037170.003663-1.45%–pending––0.4072k–
DOODDoodlesSolana0.001680.001655-1.47%–pending––1.1841k–
MEMagic EdenSolana0.0749150.073796-1.49%–pending––0.9465k–
POLYXPolymeshnative0.042470.041833-1.50%–pending––1.0217k–
CGNCygnusBase0.0020930.002061-1.50%–pending––-0.0350k–
HIPPOsudengSui0.00013450.000132477-1.50%–pending––0.9811k–
HMSTRHamster KombatTON0.00017150.000168919-1.51%–pending––0.783,580–
CESWhalebitPolygon0.2450.241282-1.52%–pending––0.4992k–
AIArtificial InuRobinhood0.0220050.021667-1.53%–pending––0.7748k–
DEXEDeXeEthereum1.8841.855-1.54%–pending––-0.161.7M–
UBUnibaseEthereum0.140740.138571-1.54%–pending––0.6761k–
SWARMSSwarmsSolana0.008730.008595-1.54%–pending––0.932,316–
OPENOpenLedgerEthereum0.11930.11745-1.55%–pending––0.8713k–
NANOnanopayBase0.36530.359636-1.55%–pending––0.8632k–
RDNTRadiant CapitalEthereum0.00043390.000427049-1.58%–pending––0.8728k–
TWTTrust WalletBinance Smart Chain0.57340.564297-1.59%–pending––0.72722k–
DNTdistrict0xEthereum0.0070360.006924-1.59%–pending––0.6822k–
BDXBeldexBinance Smart Chain0.073990.072808-1.60%–pending––-0.14485k–
LABLABBinance Smart Chain0.0500350.049227-1.61%–pending––1.401.1M–
HOLOHoloworldSolana0.06530.064232-1.64%–pending––0.992,949–
LUNATerraTerra 20.0000534850.000052606-1.64%–pending––0.99207k–
CEEKCEEK Smart VREthereum0.0027870.002741-1.64%–pending––0.5651k–
TREETreeEthereum0.045770.045013-1.65%–pending––0.9167k–
BSBBlock StreetEthereum0.102750.101046-1.66%–pending––1.33514k–
HPHippo Protocolnative0.0098320.009669-1.66%–pending––0.5723k–
DBRdeBridgeSolana0.0192150.01889-1.69%–pending––0.2234k–
PIPPINpippinSolana0.0183960.018085-1.69%–pending––0.91155k–
BABYBabylonnative0.0137550.013522-1.69%–pending––0.93108k–
KLVKleverKlever Blockchain0.00067330.000661889-1.69%–pending––-0.1655k–
HOTHoloEthereum0.000452050.000444351-1.70%–pending––0.8715k–
DOSDAPPOSEthereum0.214550.210877-1.71%–pending––0.6514k–
MAPMAP0.003490.00343-1.71%–pending––0.15152k–
FUNTOKEN?0.0080760.007937-1.72%–pending––-0.2462k–
KNCKyber Network CrystalEthereum0.14840.145803-1.75%–pending––0.7718k–
TAGTAGGERBinance Smart Chain0.000762950.000749596-1.75%–pending––0.36566k–
AIADeAgentAISui0.0773750.076017-1.75%–pending––0.2385k–
ZBTZEROBASEEthereum0.089440.087859-1.77%–pending––0.066,685–
MIRAMiraBase0.05540.054411-1.78%–pending––0.918,019–
CFXConfluxnative0.0543650.05339-1.79%–pending––0.879,140–
ULTIMAUltimaBinance Smart Chain1,609.751,580.82-1.80%–pending––0.13410k–
INXInfinexEthereum0.0056850.005583-1.80%–pending––0.6431k–
SMARTSmartCodedBotBase0.0044480.004368-1.81%–pending––0.25124k–
XPRXPR NetworkEthereum0.0023260.002284-1.81%–pending––0.78319k–
MANYUManyuEthereum3.80e-93.73e-9-1.81%–pending––1.2266k–
LUNCTerra Luna Classicnative0.0000523850.000051428-1.83%–pending––1.0929k–
XRBOroBitnative1.7141.6825-1.84%–pending––0.05200k–
ORBSOrbsEthereum0.0073740.007238-1.85%–pending––0.466,697–
WETHumidiFiSolana0.064450.063254-1.85%–pending––0.6414k–
YOMYOMAvalanche0.013980.013719-1.87%–pending––-0.533,022–
WAXLWrapped Axelarnative0.05360.052597-1.87%–pending––1.094,379–
XPINXPIN NetworkBinance Smart Chain0.00087840.000861945-1.87%–pending––0.19133k–
KCSKuCoinnative7.66157.5178-1.88%–pending––0.75916k–
LINEALineaEthereum0.0028650.002811-1.88%–pending––0.9549k–
CACoupon AssetsEthereum0.254950.25015-1.88%–pending––0.1263k–
CTCCreditcoinEthereum0.1170.114795-1.88%–pending––1.111,424–
OGOG Fan TokenSolana2.8662.8117-1.89%–pending––0.46417k–
GLMGolemEthereum0.13520.13263-1.90%–pending––0.8136k–
SAFESafeEthereum0.116630.114401-1.91%–pending––1.07134k–
DKAdKargoEthereum0.0041730.004093-1.92%–pending––0.5842k–
OZOOzone Chainnative0.13070.128173-1.93%–pending––0.02125k–
MOGMog CoinEthereum1.25e-71.23e-7-1.93%–pending––1.4544k–
SFPSafePalEthereum0.29750.291734-1.94%–pending––0.8246k–
MANTLE?0.591350.579824-1.95%–pending––0.82379k–
Oo1.exchangeBase0.5030250.49322-1.95%–pending––0.57148k–
TELTelcoinEthereum0.0019580.001919-1.97%–pending––1.2356k–
SSVSSV NetworkEthereum3.07453.0139-1.97%–pending––1.246,240–
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.