8=======>

2026-10-16 · +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
BANANABanana GunEthereum3.60653.7997+5.36%–pending––0.740–
COINXCoinbase xStockEthereum172.82181.2146+4.86%–pending––1.4889k–
MSFTXMicrosoft xStockEthereum527.6898551.8769+4.58%–pending––0.108,255–
INTCXIntel xStockEthereum89.3393.2196+4.35%–pending––0.63121k–
MLKMiL.kArbitrum0.0429850.044515+3.56%–pending––0.89167–
LUMIALumiaEthereum0.0960330.098535+2.61%–pending––0.8543–
UMXMManadiaBinance Smart Chain0.06510.066333+1.89%–pending––-1.33493–
LADYSMilady Meme CoinEthereum6.04e-96.15e-9+1.73%–pending––1.351,795–
IQIQEthereum0.00078820.000801692+1.71%–pending––0.67788–
NXPCNexpacenative0.18030.182415+1.17%–pending––0.74787–
HEMIHemiEthereum0.005340.00539+0.93%–pending––1.400–
SUNSun TokenTron0.0166150.016761+0.87%–pending––-0.180–
EVEverythingEthereum0.000254750.00025676+0.79%–pending––0.431,755–
META2META217.68517.8082+0.70%–pending––1.150–
XNONanonative0.3411250.343423+0.67%–pending––0.826,478–
SPYXSP500 xStockEthereum761.5779765.6299+0.53%–pending––0.10124k–
UNIONUNION0.000193450.000194421+0.50%–pending––0.867,646–
NODENodeOpsEthereum0.005220.005234+0.27%–pending––-0.0361–
GTGateEthereum10.33510.3449+0.10%–pending––0.73551k–
MBLMovieBlocOntology0.00070510.000705733+0.09%–pending––0.821,878–
CTCCreditcoinEthereum0.09490.094966+0.07%–pending––1.091,401–
XCHChianative1.60151.6025+0.06%–pending––0.853,199–
UUnited StablesEthereum0.0001850.000184998-0.00%–pending––1.112,246–
VINUVita InuBinance Smart Chain9.15e-109.14e-10-0.06%–pending––0.6069k–
ZRCZircuitEthereum0.00110.001098-0.11%–pending––1.943,075–
MOCAMoca NetworkEthereum0.0088770.008867-0.11%–pending––0.722,178–
BLURBlurEthereum0.01060.010587-0.12%–pending––1.3927k–
PIPi Networknative0.0801550.080002-0.19%–pending––0.7524k–
DIAMDIAMBinance Smart Chain0.0044280.004418-0.23%–pending––0.0344k–
PSGParis Saint-Germain Fan TokenSolana0.4340.432959-0.24%–pending––0.28217k–
AGLDAdventure GoldEthereum0.1790.178557-0.25%–pending––0.8045k–
XAIXaiArbitrum0.0085450.008523-0.25%–pending––0.841,165–
ARCAI Rig ComplexSolana0.035440.035338-0.29%–pending––-0.2510k–
AIGENSYN?0.0179960.017936-0.34%–pending––0.940–
QTUMQtumQtum0.903030.899476-0.39%–pending––1.065,616–
SLXSolsticeSolana0.051240.051021-0.43%–pending––0.7217k–
KGENKGeNBase0.094950.094536-0.44%–pending––0.412,608–
XEMNEMnative0.000414250.000412212-0.49%–pending––0.683,699–
SUPSuperfluidEthereum0.00025250.000251178-0.52%–pending––0.645,899–
WAVESWavesEthereum0.24830.246947-0.55%–pending––1.0355k–
GOMININGGoMining TokenEthereum0.37270.370584-0.57%–pending––0.5714k–
BARDLombardEthereum0.110950.110133-0.74%–pending––0.9256k–
MITOMitosisBinance Smart Chain0.013940.013837-0.74%–pending––0.86795k–
RNBWRainbowBase0.023250.023058-0.82%–pending––0.83301–
PORPortugal National Team Fan TokenSolana0.067160.066604-0.83%–pending––0.379,013–
JELLYJELLYJelly-My-JellySolana0.0528580.052413-0.84%–pending––0.2656k–
ZKPzkPassEthereum0.044930.044547-0.85%–pending––0.767,129–
CERECere NetworkEthereum0.000184050.000182467-0.86%–pending––0.014,359–
MERLMerlin ChainEthereum0.030510.030246-0.86%–pending––1.2714k–
BMTBubblemapsSolana0.0173650.017208-0.90%–pending––0.8223k–
CTKShentuOsmosis0.12140.120304-0.90%–pending––0.8595k–
LOTLeague of TradersBinance Smart Chain0.0055760.005524-0.93%–pending––0.6351k–
OMGOMG NetworkEthereum0.0510710.050593-0.94%–pending––0.781,106–
FFFalcon FinanceEthereum0.106610.105593-0.95%–pending––-0.241,496–
FUELFuel NetworkEthereum0.000760850.000753222-1.00%–pending––-0.0114k–
GLMGolemEthereum0.116850.115619-1.05%–pending––0.8532k–
BASEDBasedEthereum0.0560.05539-1.09%–pending––0.8327k–
NEXONEXOEthereum0.8240.814958-1.10%–pending––0.82411k–
TRXTRONTron0.3350330.331129-1.17%–pending––0.151.1M–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.33550.331425-1.21%–pending––0.33183k–
BANANAS31Banana For ScaleBinance Smart Chain0.006570.006487-1.26%–pending––0.744,424–
CARVCARVEthereum0.0362650.035806-1.27%–pending––1.153,519–
DGBDigiBytenative0.0035460.0035-1.30%–pending––0.8426k–
AUCTIONBounceEthereum3.4673.4218-1.30%–pending––0.9434k–
ENSEthereum Name ServiceEthereum5.68855.6131-1.33%–pending––1.67221k–
KAGKinesis SilverEthereum29.5829.1848-1.34%–pending––-0.0993k–
APRCapricornEthereum0.046750.046124-1.34%–pending––0.49214k–
DEGENDegenEthereum0.0009450.000932182-1.36%–pending––1.0964k–
LQTYLiquityEthereum0.200750.197996-1.37%–pending––0.955,399–
TOKENTokenFiEthereum0.0019530.001926-1.37%–pending––1.272,790–
NIMNimiqnative0.000302950.000298739-1.39%–pending––-0.722,034–
DGMADaGama WorldEthereum0.013510.013322-1.39%–pending––-0.2123k–
ROAMROAM TokenSolana0.0119240.011757-1.41%–pending––0.0731k–
MLCMy Lovely CoinSolana0.0130350.01285-1.42%–pending––0.5813k–
ACMAC Milan Fan TokenSolana0.270.266163-1.42%–pending––0.43204k–
JOEJOEArbitrum0.0338350.033354-1.42%–pending––1.093,791–
CBETHCoinbase Wrapped Staked ETHEthereum2,762.552,722.60-1.45%–pending––1.21840k–
LYXLUKSOEthereum0.231530.228164-1.45%–pending––0.032,461–
CHEEMSCheems TokenBinance Smart Chain4.58e-74.51e-7-1.47%–pending––0.871,040–
COAIChainOpera AIBinance Smart Chain0.25810.254288-1.48%–pending––0.9077k–
NESNesaEthereum0.1221250.120319-1.48%–pending––0.061,615–
RVNRavencoinnative0.001520.001498-1.48%–pending––1.1811k–
GENIUSGeniusBinance Smart Chain0.30560.301026-1.50%–pending––-0.0418k–
NFTAINFTEthereum2.39e-72.35e-7-1.52%–pending––0.0447k–
UPCUPCXEthereum0.12770.125744-1.53%–pending––0.083.5M–
WARDWardenBase0.0026950.002653-1.55%–pending––0.985,058–
TMXTermMaxEthereum0.0079850.00786-1.56%–pending––3.147,668–
BNTBancor NetworkEthereum0.311650.306744-1.57%–pending––1.0511k–
SLPSmooth Love PotionEthereum0.000580950.000571749-1.58%–pending––1.286,371–
ESEclipseEthereum0.000830.000816729-1.60%–pending––0.524,225–
MEDMediblocOsmosis0.0016910.001664-1.61%–pending––0.572,580–
RATSGoldenRatBinance Smart Chain0.000016770.0000165-1.61%–pending––-1.0381k–
IDOLMEET48Binance Smart Chain0.0079080.00778-1.62%–pending––0.2052k–
RIFRootstock Infrastructure FrameworkEthereum0.080750.079427-1.64%–pending––0.27290k–
XCXXeleb ProtocolBinance Smart Chain0.0027140.002669-1.64%–pending––0.5454k–
STRAXXertranative0.0106920.010516-1.65%–pending––0.902,997–
BSBBlock StreetEthereum0.088260.086792-1.66%–pending––1.05423k–
XAUTTether GoldEthereum4,153.404,083.30-1.69%–pending––0.31293k–
BZRBazaarsEthereum70.2769.0778-1.70%–pending––0.94146k–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain762.325749.1775-1.72%–pending––0.11596k–
ACTAct I The AI ProphecySolana0.0094550.009292-1.73%–pending––1.127,283–
SEDASEDAEthereum0.0168450.016551-1.74%–pending––0.23319k–
YBYield BasisEthereum0.068650.067453-1.74%–pending––0.5813k–
FLRFlareFlare0.0066330.006517-1.76%–pending––1.08506k–
HMSTRHamster KombatTON0.000156450.000153676-1.77%–pending––0.873,580–
USTCTerraClassicUSDTerra0.005130.005038-1.80%–pending––0.83239k–
REQRequestEthereum0.0513350.05041-1.80%–pending––0.5721k–
STONKEXThe Stonks ExchangeBase0.0045420.00446-1.81%–pending––2.5351k–
CITYManchester City Fan TokenSolana0.32750.32156-1.81%–pending––0.34226k–
TFUELTheta Fuelnative0.0089630.008799-1.84%–pending––1.0326k–
APTMApertumnative0.051480.050532-1.84%–pending––-0.0855k–
BONERBoner CoinRobinhood0.0159050.015611-1.85%–pending––3.9065k–
USUALUsualEthereum0.010810.010606-1.88%–pending––1.339,354–
ORBSOrbsEthereum0.0069280.006797-1.89%–pending––0.53909–
IRYSIrysEthereum0.0130850.012837-1.90%–pending––0.6524k–
TRADOORTradoorBinance Smart Chain0.592750.581338-1.93%–pending––0.5158k–
BLESSBlessSolana0.0075490.007403-1.93%–pending––1.4824k–
BABYBabylonnative0.0121850.011949-1.94%–pending––1.00111k–
LABLABBinance Smart Chain0.046530.045623-1.95%–pending––0.98941k–
FOGOFogonative0.0042750.004191-1.96%–pending––1.286,266–
DRBDebtReliefBotBase0.000166750.000163482-1.96%–pending––2.84183k–
HAEDALHaedal ProtocolSui0.0187850.018412-1.99%–pending––0.82207k–
MAPMAP0.003060.002999-1.99%–pending––0.12149k–
BGBBitget TokenEthereum1.9031.8647-2.01%–pending––0.693,299–
ATMAtletico Madrid Fan TokenSolana1.010.989689-2.01%–pending––0.33252k–
TREETreeEthereum0.0386250.037845-2.02%–pending––0.9752k–
BOMEBOOK OF MEMESolana0.0006706450.000657031-2.03%–pending––1.557,533–
NANOnanopayBase0.3348490.328042-2.03%–pending––0.8126k–
ININFINITEthereum0.028470.02789-2.04%–pending––0.932,115–
ETHWEthereumPoWnative0.246850.241803-2.04%–pending––1.111,535–
PIPEPipe NetworkSolana0.0276550.027085-2.06%–pending––0.120–
WBTCWrapped BitcoinEthereum81,436.9579,747.29-2.07%–pending––0.9936k–
GASGasNeo1.29951.2725-2.08%–pending––1.02756–
SHIBShiba InuEthereum0.0000050870.00000498-2.11%–pending––1.48690k–
XMRMoneroMonero557.295545.5275-2.11%–pending––0.463.4M–
GNOGnosisEthereum115.0595112.6031-2.13%–pending––0.675,443–
PNUTPeanut the SquirrelSolana0.0463550.045356-2.16%–pending––1.39302k–
WBETHWrapped Beacon ETHEthereum2,684.342,626.38-2.16%–pending––1.21832k–
NEONEONeo2.3472.2961-2.17%–pending––1.1812k–
ENSOEnsoEthereum0.7480.731662-2.18%–pending––0.4821k–
HEIHeimaEthereum0.112490.110031-2.19%–pending––0.87861–
SNTStatusEthereum0.007530.007365-2.19%–pending––1.4049k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum769.19752.1744-2.21%–pending––0.11144k–
HOTHoloEthereum0.000383350.000374862-2.21%–pending––0.9713k–
DEXEDeXeEthereum1.7551.716-2.22%–pending––-0.271.3M–
MANTRAMANTRAnative0.0041450.004053-2.23%–pending––0.7716k–
RONINRONINSolana0.062910.061504-2.24%–pending––1.411,814–
MOGMog CoinEthereum1.05e-71.03e-7-2.25%–pending––1.7131k–
VSYSV.SYSTEMSnative0.00025360.000247884-2.25%–pending––0.1372k–
HPHippo Protocolnative0.0080310.007849-2.27%–pending––0.7021k–
DYDXdYdXCosmos0.1240250.121209-2.27%–pending––1.1848k–
HOLOHoloworldSolana0.05880.057465-2.27%–pending––1.032,798–
ETHEthereumEthereum2,419.912,364.88-2.27%–pending––1.22230.0M–
WMTXWorld Mobile TokenSolana0.0219420.021442-2.28%–pending––-0.1429k–
ONTOntologynative0.052790.051587-2.28%–pending––0.991,370–
WILDWilder WorldEthereum0.012760.012468-2.28%–pending––1.6651k–
ADXheyAuraEthereum0.0626450.061211-2.29%–pending––0.64605–
SPACESpacecoinEthereum0.003940.003849-2.32%–pending––1.1217k–
XYMSymbolnative0.002770.002706-2.32%–pending––0.642,578–
QUAIQuai Networknative0.0089450.008737-2.33%–pending––0.6912k–
ULTIMAUltimaBinance Smart Chain1,558.661,522.31-2.33%–pending––0.20334k–
BLUEBluefinSui0.0096380.009413-2.34%–pending––0.863,902–
BOBBOB (Build on Bitcoin)Ethereum0.004570.004463-2.34%–pending––0.134,987–
BNSOLBinance Staked SOLSolana118.4115.5997-2.37%–pending––1.24627k–
ELONDogelon MarsEthereum2.94e-82.87e-8-2.37%–pending––1.1331k–
ONGOntology Gasnative0.079780.077885-2.38%–pending––0.96110–
KNCKyber Network CrystalEthereum0.12470.121731-2.38%–pending––0.8915k–
ANIMEAnimecoinEthereum0.0029290.002859-2.38%–pending––1.117,762–
CESWhalebitPolygon0.20550.200572-2.40%–pending––0.3791k–
HIGHHighstreetEthereum0.0270250.026362-2.45%–pending––0.65119k–
XPRXPR NetworkEthereum0.0021970.002143-2.47%–pending––0.63263k–
DTECDtec tokenPolygon0.0032570.003177-2.47%–pending––0.3460k–
VINEVineSolana0.007520.007334-2.47%–pending––1.334,291–
XPINXPIN NetworkBinance Smart Chain0.000726350.000708364-2.48%–pending––0.1093k–
ZILZilliqaBinance Smart Chain0.0033330.00325-2.48%–pending––0.533,793–
HYPEHyperliquidHyperliquid80.2578.2608-2.48%–pending––1.2028.5M–
BDXBeldexBinance Smart Chain0.0749450.073085-2.48%–pending––0.00480k–
CGNCygnusBase0.0020330.001982-2.49%–pending––-0.0151k–
KLVKleverKlever Blockchain0.00058770.00057309-2.49%–pending––-0.0849k–
HYPERHyperlaneEthereum0.064850.063236-2.49%–pending––1.079,791–
MAVIAHeroes of MaviaEthereum0.027290.026608-2.50%–pending––0.6620–
TAIKOTaikoEthereum0.07640.074489-2.50%–pending––0.7843k–
UBUnibaseEthereum0.125380.122243-2.50%–pending––0.7960k–
GUNGunzSolana0.0024650.002403-2.51%–pending––0.9414k–
TOLLYTollyArc0.0013350.001301-2.51%–pending––-1.6676k–
BERABerachainnative0.1874050.18265-2.54%–pending––1.32222k–
PIPPINpippinSolana0.0160580.015649-2.55%–pending––1.04167k–
ASSETREALEthereum0.1781650.173611-2.56%–pending––0.021,356–
ESEEeseeEthereum0.0042870.004177-2.56%–pending––-0.2935k–
ARGUSArgusArc0.0076630.007467-2.56%–pending––-1.64122k–
LUNATerraTerra 20.000049660.000048386-2.57%–pending––0.99173k–
TWTTrust WalletBinance Smart Chain0.48930.476625-2.59%–pending––0.71703k–
DOLODolomiteEthereum0.0253650.024707-2.59%–pending––0.909,555–
KASKaspaKaspa0.0361350.035193-2.61%–pending––1.191.0M–
DOSDAPPOSEthereum0.18330.178494-2.62%–pending––0.7017k–
NEWTNewton ProtocolEthereum0.043650.042494-2.65%–pending––0.9811k–
KATKatanaBase0.0041560.004046-2.65%–pending––1.01114k–
LINGOLingoSolana0.0128430.0125-2.67%–pending––1.2349k–
MEMagic EdenSolana0.063460.061764-2.67%–pending––1.1184k–
TELTelcoinEthereum0.0017280.001681-2.68%–pending––1.2358k–
ARKMArkhamEthereum0.12380.120484-2.68%–pending––1.3740k–
MANYUManyuEthereum3.65e-93.55e-9-2.71%–pending––1.2263k–
SSVSSV NetworkEthereum2.6232.5515-2.73%–pending––1.356,054–
STORMStorm TradeTON0.0028450.002767-2.73%–pending––0.4273k–
RACARadio CacaEthereum0.000013360.000012994-2.74%–pending––0.4750k–
OGOG Fan TokenSolana2.7112.6363-2.75%–pending––0.48382k–
KDXKriyaSui0.009050.0088-2.76%–pending––0.33201k–
WXTWXT TokenEthereum0.0184250.017916-2.76%–pending––0.791.9M–
PURRPurrHyperliquid0.0991450.09638-2.79%–pending––2.4354k–
HANAHana NetworkBinance Smart Chain0.0120360.0117-2.79%–pending––-0.0676k–
ESPEspressoEthereum0.0925750.089993-2.79%–pending––1.31127k–
XRBOroBitnative1.60381.559-2.79%–pending––0.06201k–
SOMISomnianative0.200550.194938-2.80%–pending––0.7222k–
ESPORTSYooldo GamesBinance Smart Chain0.0087550.008508-2.82%–pending––0.4155k–
MEMEROBINHOOD?0.0122070.011862-2.82%–pending––0.24110k–
BTTCBTTC3.55e-73.45e-7-2.83%–pending––0.49265k–
CHZChilizEthereum0.0145630.01415-2.83%–pending––1.0567k–
TOSHIToshiBase0.0001070050.00010397-2.84%–pending––1.34281k–
PIPEDOGpipedogRobinhood0.00081720.000793993-2.84%–pending––1.7082k–
COWCoW ProtocolEthereum0.133050.129266-2.84%–pending––0.8583k–
OFCOneFootball CreditsEthereum0.0061260.005951-2.85%–pending––0.5755k–
BARFC Barcelona Fan TokenSolana0.27450.266664-2.85%–pending––0.40210k–
GWEIETHGasEthereum0.0217640.021141-2.86%–pending––0.89152k–
ARCSOL?0.0354650.034446-2.87%–pending––-0.1964k–
LEOLEO TokenEthereum9.00348.7433-2.89%–pending––0.04112k–
JTOJitoSolana0.466850.453271-2.91%–pending––1.261.2M–
SMARTSmartCodedBotBase0.0043710.004244-2.91%–pending––0.20127k–
ASMAssemble AIEthereum0.0058950.005723-2.92%–pending––0.4132k–
CHILLGUYJust a chill guySolana0.0102650.009963-2.94%–pending––1.321,517–
GHUBGemHUBKlay Token0.003240.003145-2.95%–pending––0.3637k–
BILLBillions NetworkEthereum0.0072050.006992-2.96%–pending––0.69572k–
BORABORAKlay Token0.02630.025519-2.97%–pending––0.916,128–
ZYLOZylo EcosystemSolana0.022080.021421-2.98%–pending––-0.2368k–
AIArtificial InuRobinhood0.017990.017452-2.99%–pending––0.9452k–
MANTLE?0.536750.520637-3.00%–pending––0.95363k–
MYROMYROSolana0.0020330.001972-3.00%–pending––1.513,495–
RPLRocket PoolEthereum1.62561.5767-3.00%–pending––1.2045k–
ZRX0x ProtocolEthereum0.1121860.108812-3.01%–pending––1.06100k–
PROMPTWayfinderEthereum0.017340.016818-3.01%–pending––0.82126k–
VOWVowEthereum0.030350.029436-3.01%–pending––0.8555k–
MCDXMcDonald's xStockEthereum243.2283235.8676-3.03%–pending––0.021,211–
SIGNSignEthereum0.0117740.011417-3.03%–pending––0.9815k–
FIDABonfidaSolana0.0190.018424-3.03%–pending––1.079,607–
ARTXARTX0.101380.098299-3.04%–pending––0.6454k–
SAFFRONFI?105.99102.7631-3.04%–pending––0.8916k–
CACoupon AssetsEthereum0.246660.239137-3.05%–pending––0.1559k–
ALCHAlchemist AISolana0.037030.035887-3.09%–pending––1.401,236–
PROMPromEthereum4.86554.7151-3.09%–pending––0.462.8M–
BIGTIMEBig TimeEthereum0.0072330.007009-3.10%–pending––0.9227k–
BCHSVBitcoin Cash SV18.74518.1638-3.10%–pending––1.00403k–
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.