8=======>

2026-10-08 · +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
LUMIALumiaEthereum0.0789990.085223+7.88%–pending––0.820–
BANANABanana GunEthereum3.78254.035+6.68%–pending––0.690–
NUMNumbers ProtocolEthereum0.0028110.002981+6.04%–pending––0.637–
MSFTXMicrosoft xStockEthereum522.4756553.0529+5.85%–pending––0.074,863–
COINXCoinbase xStockEthereum173.355182.4855+5.27%–pending––1.4267k–
INTCXIntel xStockEthereum106.81112.1131+4.97%–pending––0.6798k–
CKBNervos Networknative0.001240.001277+2.96%–pending––0.98689–
ZRCZircuitEthereum0.0009530.000980328+2.87%–pending––1.72430–
XCHChianative1.4691.5088+2.71%–pending––0.812,068–
NODENodeOpsEthereum0.005290.005392+1.93%–pending––0.0345–
AIGENSYN?0.0196120.019969+1.82%–pending––0.800–
LADYSMilady Meme CoinEthereum6.38e-96.50e-9+1.75%–pending––1.351,525–
SUNSun TokenTron0.0167410.017026+1.70%–pending––-0.160–
FUELFuel NetworkEthereum0.000759350.000771621+1.62%–pending––-0.028,555–
CERECere NetworkEthereum0.000184250.000186918+1.45%–pending––-0.011,049–
FOGOFogonative0.0046430.004698+1.19%–pending––1.272,579–
XNONanonative0.335240.338756+1.05%–pending––0.908,847–
SPYXSP500 xStockEthereum774.2803781.7498+0.96%–pending––0.10112k–
MAVIAHeroes of MaviaEthereum0.0322850.032591+0.95%–pending––0.6416–
IQIQEthereum0.000803350.000810629+0.91%–pending––0.626,218–
MLKMiL.kArbitrum0.0408250.041168+0.84%–pending––0.92255–
XAIXaiArbitrum0.008580.008647+0.79%–pending––0.83624–
ALTHEAALTHEAEthereum0.026550.026707+0.59%–pending––0.701,021–
OMGOMG NetworkEthereum0.0487680.049039+0.55%–pending––0.82696–
MOCAMoca NetworkEthereum0.0093170.009364+0.50%–pending––0.702,231–
PSGParis Saint-Germain Fan TokenSolana0.45350.455744+0.49%–pending––0.29229k–
TMXTermMaxEthereum0.0106850.010731+0.43%–pending––2.947,958–
ESEclipseEthereum0.00090.000902196+0.24%–pending––0.904,205–
BOMEBOOK OF MEMESolana0.0010290.001029-0.02%–pending––1.233,445–
MBLMovieBlocOntology0.00073750.000737211-0.04%–pending––0.791,878–
DIAMDIAMBinance Smart Chain0.0050050.005001-0.08%–pending––0.0244k–
VINUVita InuBinance Smart Chain9.61e-109.60e-10-0.08%–pending––0.5368k–
BGBBitget TokenEthereum1.9371.9354-0.08%–pending––0.723,823–
ELSAElsaBase0.0507050.050658-0.09%–pending––0.6923k–
PIPi Networknative0.0809450.080839-0.13%–pending––0.8329k–
UUnited StablesEthereum0.00024650.00024603-0.19%–pending––0.362,775–
SLXSolsticeSolana0.0583350.058218-0.20%–pending––0.5820k–
LQTYLiquityEthereum0.221450.220964-0.22%–pending––0.916,224–
AGLDAdventure GoldEthereum0.189950.189421-0.28%–pending––0.7738k–
ONGOntology Gasnative0.085520.085267-0.30%–pending––0.9338–
JELLYJELLYJelly-My-JellySolana0.0521850.051997-0.36%–pending––0.2856k–
APTMApertumnative0.0397050.039561-0.36%–pending––-0.0641k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.36250.361182-0.36%–pending––0.40201k–
WAVESWavesEthereum0.25940.258339-0.41%–pending––0.9361k–
PRAIPrivasea AIBinance Smart Chain0.00038430.000382535-0.46%–pending––0.19518–
UMXMManadiaBinance Smart Chain0.06160.061315-0.46%–pending––-0.27493–
PORPortugal National Team Fan TokenSolana0.0716150.071268-0.48%–pending––0.247,157–
QTUMQtumQtum0.9296550.925081-0.49%–pending––1.005,649–
ICNTImpossible Cloud Network TokenEthereum0.090250.089745-0.56%–pending––0.7030k–
UNIONUNION0.00024850.000247088-0.57%–pending––0.348,416–
BARDLombardEthereum0.121950.121232-0.59%–pending––0.8159k–
WARDWardenBase0.0027450.002729-0.60%–pending––0.806,312–
CWEBCoinwebEthereum0.00049140.000488419-0.61%–pending––-0.06118–
XEMNEMnative0.00051410.000510894-0.62%–pending––0.573,699–
DGBDigiBytenative0.0037390.003714-0.67%–pending––0.7427k–
ETHWEthereumPoWnative0.26060.258672-0.74%–pending––1.091,729–
BLUEBluefinSui0.0090620.008991-0.78%–pending––0.841,606–
TRXTRONTron0.3324540.329765-0.81%–pending––0.181.2M–
NEONEONeo2.35462.3353-0.82%–pending––1.1012k–
UOSUltraEthereum0.0034930.003464-0.83%–pending––0.734,657–
XYMSymbolnative0.0028280.002804-0.85%–pending––0.613,128–
MITOMitosisBinance Smart Chain0.014630.014506-0.85%–pending––0.801.1M–
QUICKQuickswapEthereum0.0104660.010374-0.88%–pending––0.534,275–
EVEverythingEthereum0.00026370.00026137-0.88%–pending––0.351,111–
COAIChainOpera AIBinance Smart Chain0.300850.298113-0.91%–pending––0.8672k–
SIRENSirenBinance Smart Chain0.037560.037218-0.91%–pending––0.71248k–
ACMAC Milan Fan TokenSolana0.28050.277871-0.94%–pending––0.43226k–
LOTLeague of TradersBinance Smart Chain0.0057610.005706-0.95%–pending––0.5950k–
STRAXXertranative0.0104880.010386-0.97%–pending––0.922,219–
UMAUMAEthereum0.3963250.392379-1.00%–pending––0.8429k–
NESNesaEthereum0.133220.131892-1.00%–pending––-0.043,344–
NEXONEXOEthereum0.83050.822216-1.00%–pending––0.84435k–
HEIHeimaEthereum0.120280.119077-1.00%–pending––0.811,412–
ARIAAria.AIBinance Smart Chain0.0314050.031085-1.02%–pending––0.2459k–
HYPERHyperlaneEthereum0.07030.069566-1.04%–pending––1.047,623–
BLESSBlessSolana0.007620.007541-1.05%–pending––1.4730k–
IDOLMEET48Binance Smart Chain0.009550.009446-1.08%–pending––0.3053k–
ININFINITEthereum0.0324250.032059-1.13%–pending––0.813,419–
BZRBazaarsEthereum71.778570.9515-1.15%–pending––0.94130k–
CHEEMSCheems TokenBinance Smart Chain4.91e-74.85e-7-1.16%–pending––0.85963–
ENSOEnsoEthereum0.88550.875224-1.16%–pending––0.2922k–
CTKShentuOsmosis0.119550.118158-1.16%–pending––0.8379k–
GASGasNeo1.29561.2804-1.18%–pending––0.97771–
SDStaderEthereum0.116950.11556-1.19%–pending––0.7043k–
ALTAltLayerEthereum0.0072550.007168-1.19%–pending––0.888,517–
RVNRavencoinnative0.0022460.002219-1.21%–pending––1.0712k–
HEMIHemiEthereum0.005770.0057-1.22%–pending––1.4722–
TOKENTokenFiEthereum0.0020440.002019-1.23%–pending––1.172,333–
ROAMROAM TokenSolana0.012370.012215-1.25%–pending––0.1031k–
BMTBubblemapsSolana0.0190.01876-1.26%–pending––0.7931k–
DEGENDegenEthereum0.00098350.000970985-1.27%–pending––1.1369k–
META2META217.86917.6398-1.28%–pending––1.240–
NFTAINFTEthereum2.34e-72.31e-7-1.30%–pending––0.0247k–
HAEDALHaedal ProtocolSui0.018760.018515-1.31%–pending––0.82198k–
ATMAtletico Madrid Fan TokenSolana1.0221.0086-1.31%–pending––0.24280k–
ACTAct I The AI ProphecySolana0.009790.009661-1.32%–pending––1.009,476–
KAGKinesis SilverEthereum29.25528.8637-1.34%–pending––-0.0195k–
BASEDBasedEthereum0.0659650.065077-1.35%–pending––0.6927k–
YBYield BasisEthereum0.077750.076702-1.35%–pending––0.5412k–
RONINRONINSolana0.0607850.059962-1.35%–pending––1.411,814–
ONTOntologynative0.058620.05782-1.36%–pending––0.941,641–
GOMININGGoMining TokenEthereum0.38770.382279-1.40%–pending––0.5713k–
USTCTerraClassicUSDTerra0.0052950.005221-1.41%–pending––0.78312k–
RIFRootstock Infrastructure FrameworkEthereum0.081450.080298-1.41%–pending––0.12293k–
XMRMoneroMonero539.105531.4493-1.42%–pending––0.464.1M–
AUCTIONBounceEthereum3.59813.547-1.42%–pending––0.8340k–
MEMEROBINHOOD?0.0120350.011864-1.42%–pending––-0.16127k–
SLPSmooth Love PotionEthereum0.00061450.000605741-1.43%–pending––1.228,375–
IRYSIrysEthereum0.014550.014337-1.47%–pending––0.6221k–
CITYManchester City Fan TokenSolana0.34550.340292-1.51%–pending––0.34222k–
ZKPzkPassEthereum0.0463350.045633-1.51%–pending––0.695,747–
PNUTPeanut the SquirrelSolana0.0487250.047984-1.52%–pending––1.27411k–
GMEEGAMEEEthereum0.00090650.000892697-1.52%–pending––1.3543k–
GUNGunzSolana0.002750.002708-1.54%–pending––0.9215k–
WBETHWrapped Beacon ETHEthereum2,740.822,698.27-1.55%–pending––1.20951k–
CBKCobakEthereum0.200250.197125-1.56%–pending––0.6414k–
SEDASEDAEthereum0.0176650.017387-1.58%–pending––0.27342k–
XCXXeleb ProtocolBinance Smart Chain0.0029230.002875-1.62%–pending––0.4652k–
WMTXWorld Mobile TokenSolana0.0241280.023737-1.62%–pending––-0.1027k–
MEDMediblocOsmosis0.001620.001594-1.62%–pending––0.562,385–
BIRBMoonbirdsSolana0.0584850.057523-1.65%–pending––0.6673k–
SN75HippiusBittensor4.3214.249-1.67%–pending––1.403,717–
SPACESpacecoinEthereum0.0044020.004328-1.67%–pending––1.0811k–
TRADOORTradoorBinance Smart Chain0.65050.639555-1.68%–pending––0.4855k–
YGGYield Guild GamesEthereum0.025850.025413-1.69%–pending––0.9927k–
TREETreeEthereum0.042480.041743-1.73%–pending––0.9167k–
BSBBlock StreetEthereum0.0990950.097361-1.75%–pending––1.31539k–
BNTBancor NetworkEthereum0.316050.310469-1.77%–pending––1.0312k–
SHIBShiba InuEthereum0.0000052890.000005196-1.77%–pending––1.41690k–
TFUELTheta Fuelnative0.0093110.009145-1.78%–pending––0.9730k–
DRBDebtReliefBotBase0.000188050.00018469-1.79%–pending––2.89183k–
NXPCNexpacenative0.210050.206296-1.79%–pending––0.661,019–
GENIUSGeniusBinance Smart Chain0.32130.315517-1.80%–pending––0.0013k–
DEXEDeXeEthereum1.78851.7563-1.80%–pending––-0.251.7M–
UPROBINHOOD?0.198010.194442-1.80%–pending––2.0355k–
DGMADaGama WorldEthereum0.0149250.014646-1.87%–pending––0.1128k–
REQRequestEthereum0.052940.05195-1.87%–pending––0.5517k–
BARFC Barcelona Fan TokenSolana0.27950.274227-1.89%–pending––0.40180k–
FLRFlareFlare0.0068060.006676-1.92%–pending––1.06528k–
OOBOobitSolana0.008270.008109-1.94%–pending––-0.0575k–
GTGateEthereum10.6810.4701-1.97%–pending––0.70623k–
BOBBOB (Build on Bitcoin)Ethereum0.00450.004411-1.97%–pending––0.0711k–
GNOGnosisEthereum114.9275112.6654-1.97%–pending––0.654,363–
JUVJuventus Fan TokenSolana0.32650.32001-1.99%–pending––0.48240k–
QQ0.0269080.026373-1.99%–pending––-0.1019k–
LEOLEO TokenEthereum8.92538.747-2.00%–pending––0.05100k–
ELONDogelon MarsEthereum3.01e-82.95e-8-2.00%–pending––1.1128k–
A8Ancient8Ethereum0.0050710.004969-2.01%–pending––0.6650k–
TWTTrust WalletBinance Smart Chain0.50220.492052-2.02%–pending––0.78703k–
JOEJOEArbitrum0.036880.03613-2.03%–pending––1.044,655–
OGOG Fan TokenSolana2.752.6937-2.05%–pending––0.47417k–
MOGMog CoinEthereum1.05e-71.03e-7-2.05%–pending––1.5346k–
HOTHoloEthereum0.00041110.000402598-2.07%–pending––0.9116k–
VSYSV.SYSTEMSnative0.00024860.000243426-2.08%–pending––0.1070k–
PORTOFC PortoBinance Smart Chain0.45350.444-2.09%–pending––0.98180k–
KNCKyber Network CrystalEthereum0.13250.12972-2.10%–pending––0.8322k–
NEWTNewton ProtocolEthereum0.045050.044105-2.10%–pending––0.9519k–
CAWA Hunters DreamEthereum7.34e-97.19e-9-2.10%–pending––1.209,586–
AIArtificial InuRobinhood0.0196450.01923-2.11%–pending––0.8152k–
LABLABBinance Smart Chain0.0501450.049085-2.11%–pending––1.391.2M–
ASMAssemble AIEthereum0.00590.005775-2.12%–pending––0.3625k–
MANTRAMANTRAnative0.0043320.00424-2.12%–pending––0.6723k–
MAMOMamoBase0.0079650.007795-2.14%–pending––0.83177k–
SNTStatusEthereum0.007790.007623-2.14%–pending––1.3249k–
BNSOLBinance Staked SOLSolana124.15121.4846-2.15%–pending––1.21809k–
BABYBabylonnative0.0129250.012647-2.15%–pending––0.95114k–
CFXConfluxnative0.0498650.048793-2.15%–pending––0.909,194–
PROMPTWayfinderEthereum0.018380.017982-2.17%–pending––0.7790k–
XAUTTether GoldEthereum4,137.404,047.62-2.17%–pending––0.33303k–
WBTCWrapped BitcoinEthereum81,541.9079,769.38-2.17%–pending––0.9940k–
MYROMYROSolana0.002040.001995-2.17%–pending––1.503,309–
VINEVineSolana0.0073750.007214-2.19%–pending––1.256,438–
DOODDoodlesSolana0.0015610.001526-2.19%–pending––1.1937k–
CHILLGUYJust a chill guySolana0.010880.010641-2.20%–pending––1.251,830–
KAIAKaianative0.037020.036199-2.22%–pending––1.391,818–
MERLMerlin ChainEthereum0.030190.029519-2.22%–pending––1.2215k–
WALWalrusSui0.032840.03211-2.22%–pending––1.2137k–
ATAproEthereum0.138950.135854-2.23%–pending––0.31356k–
PIPPINpippinSolana0.0167260.016351-2.24%–pending––0.95150k–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain774.915757.5006-2.25%–pending––0.10644k–
DOSDAPPOSEthereum0.22090.215931-2.25%–pending––0.5714k–
WILDWilder WorldEthereum0.0130.012703-2.29%–pending––1.5451k–
SGBSongbirdnative0.0009190.000897973-2.29%–pending––0.8616k–
GWEIETHGasEthereum0.0183470.017925-2.30%–pending––1.11143k–
USUALUsualEthereum0.01180.011529-2.30%–pending––1.237,961–
KGENKGeNBase0.13440.131294-2.31%–pending––0.322,498–
TAIKOTaikoEthereum0.08290.080984-2.31%–pending––0.7142k–
NANOnanopayBase0.3368080.329018-2.31%–pending––0.8828k–
LUNATerraTerra 20.0000513850.00005018-2.35%–pending––0.98203k–
HPHippo Protocolnative0.0085780.008376-2.35%–pending––0.6523k–
GRAMGram (prev. Toncoin)Ethereum1.37841.3459-2.36%–pending––0.8114k–
TACTACTON0.0014650.00143-2.36%–pending––0.8544k–
LINEALineaEthereum0.0026560.002593-2.36%–pending––0.9653k–
AERGOAergo [OLD]Ethereum0.0090190.008806-2.37%–pending––0.1145k–
ARKMArkhamEthereum0.12230.119402-2.37%–pending––1.2433k–
MIRAMiraBase0.04710.045981-2.38%–pending––1.008,566–
NIMNimiqnative0.00028670.00027987-2.38%–pending––-0.71794–
STORMStorm TradeTON0.0034130.003331-2.39%–pending––0.4273k–
RACARadio CacaEthereum0.0000132450.000012928-2.39%–pending––0.4650k–
XPRXPR NetworkEthereum0.0022110.002158-2.39%–pending––0.78310k–
FFFalcon FinanceEthereum0.107350.10478-2.39%–pending––-0.272,579–
ESEEeseeEthereum0.0042350.004133-2.40%–pending––-0.2350k–
ASRAS Roma Fan TokenSolana0.8590.838364-2.40%–pending––0.43199k–
DTECDtec tokenPolygon0.0033280.003248-2.41%–pending––0.3053k–
STONKBROKERStonkBrokerRobinhood0.0045770.004466-2.42%–pending––1.0464k–
GLMGolemEthereum0.13080.127635-2.42%–pending––0.8138k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum782.22763.2603-2.42%–pending––0.10150k–
MCDXMcDonald's xStockEthereum241.6908235.8057-2.43%–pending––0.011,506–
RSRReserve RightsEthereum0.0015340.001497-2.44%–pending––1.13116k–
LINGOLingoSolana0.0127920.01248-2.44%–pending––1.1749k–
FONEapeonfoneSolana0.0038180.003725-2.44%–pending––1.40143k–
CBETHCoinbase Wrapped Staked ETHEthereum2,821.612,752.51-2.45%–pending––1.21540k–
ETHEthereumEthereum2,472.892,412.04-2.46%–pending––1.21259.5M–
KDXKriyaSui0.009160.008934-2.47%–pending––0.34204k–
QUAIQuai Networknative0.0094050.009172-2.48%–pending––0.9912k–
FRTSFruitsnative0.0000046110.000004496-2.48%–pending––0.2455k–
1INCH1INCHEthereum0.0945350.092177-2.49%–pending––1.01120k–
BANANAS31Banana For ScaleBinance Smart Chain0.0067270.006558-2.51%–pending––0.685,939–
ORBSOrbsEthereum0.0070060.00683-2.52%–pending––0.493,943–
UMXUMX0.060530.059001-2.53%–pending––0.3421k–
MEMagic EdenSolana0.0687550.067012-2.54%–pending––0.9669k–
LAZIOLazio Fan TokenBinance Smart Chain0.42050.409805-2.54%–pending––0.69120k–
ULTIMAUltimaBinance Smart Chain1,615.661,574.54-2.55%–pending––0.14396k–
HOLOHoloworldSolana0.05910.057593-2.55%–pending––0.992,798–
CGNCygnusBase0.0020630.00201-2.56%–pending––-0.0250k–
SAPIENSapienBase0.0698850.068074-2.59%–pending––0.5347k–
LYXLUKSOEthereum0.2597450.252969-2.61%–pending––0.071,776–
BDXBeldexBinance Smart Chain0.0762450.074252-2.61%–pending––-0.16484k–
DBRdeBridgeSolana0.0186950.018203-2.63%–pending––0.2335k–
1000CHEEMS1000CHEMSnative0.00050150.000488214-2.65%–pending––0.91279k–
KLVKleverKlever Blockchain0.00065120.000633726-2.68%–pending––-0.1255k–
MEGAMegaETHMegaeth0.0410150.03991-2.69%–pending––1.49433k–
SAHARASahara AIEthereum0.0085750.008344-2.70%–pending––1.156,892–
MLCMy Lovely CoinSolana0.0150550.014649-2.70%–pending––0.6214k–
WLFIWorld Liberty FinancialEthereum0.054680.053203-2.70%–pending––0.26542k–
CASHCATCash CatRobinhood0.1106840.107693-2.70%–pending––1.795.0M–
ARTXARTX0.133810.130189-2.71%–pending––0.6254k–
TOSHIToshiBase0.000110930.000107918-2.72%–pending––1.34285k–
RPLRocket PoolEthereum1.75061.7029-2.72%–pending––1.0336k–
TELTelcoinEthereum0.0018530.001802-2.73%–pending––1.2361k–
LYNEverlynBinance Smart Chain0.01720.01673-2.73%–pending––0.79266k–
HANAHana NetworkBinance Smart Chain0.012150.011818-2.73%–pending––-0.2078k–
POLYXPolymeshnative0.0386450.037588-2.73%–pending––1.0516k–
TAGTAGGERBinance Smart Chain0.000647450.000629725-2.74%–pending––0.47553k–
LUNCTerra Luna Classicnative0.000049980.000048608-2.74%–pending––1.0929k–
SSVSSV NetworkEthereum2.8142.7366-2.75%–pending––1.286,333–
PROMPromEthereum5.19355.0497-2.77%–pending––0.462.9M–
KATKatanaBase0.0044410.004318-2.77%–pending––0.90118k–
PLAYPlaysOutBase0.0239990.023333-2.78%–pending––0.2679k–
SMARTSmartCodedBotBase0.0045260.0044-2.79%–pending––0.22123k–
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.