8=======>

2026-10-12 · +30d

lstm_s4 · test · 996 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 996 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 GunEthereum3.6843.8673+4.98%–pending––0.740–
MSFTXMicrosoft xStockEthereum541.1951565.8047+4.55%–pending––0.075,506–
COINXCoinbase xStockEthereum178.33186.2249+4.43%–pending––1.4572k–
INTCXIntel xStockEthereum100.275104.3171+4.03%–pending––0.6198k–
MLKMiL.kArbitrum0.0416850.042546+2.06%–pending––0.92255–
LADYSMilady Meme CoinEthereum6.68e-96.82e-9+1.96%–pending––1.351,525–
XCHChianative1.5861.6142+1.78%–pending––0.833,199–
SUNSun TokenTron0.0166330.016835+1.22%–pending––-0.170–
ZRCZircuitEthereum0.0010920.001105+1.13%–pending––1.741,508–
MAVIAHeroes of MaviaEthereum0.0284050.028692+1.01%–pending––0.6629–
EVEverythingEthereum0.000255350.000257761+0.94%–pending––0.381,057–
AIGENSYN?0.0193130.019428+0.59%–pending––0.910–
CERECere NetworkEthereum0.00018880.000189875+0.57%–pending––0.023,277–
ALTHEAALTHEAEthereum0.0160.016089+0.56%–pending––0.241,310–
OMGOMG NetworkEthereum0.051450.051694+0.47%–pending––0.87899–
CTCCreditcoinEthereum0.100750.101194+0.44%–pending––1.081,647–
XNONanonative0.332870.334202+0.40%–pending––0.895,832–
META2META217.95418.0015+0.26%–pending––1.190–
NODENodeOpsEthereum0.005250.005264+0.26%–pending––-0.0245–
VINUVita InuBinance Smart Chain9.02e-109.04e-10+0.24%–pending––0.5668k–
FOGOFogonative0.0045270.004535+0.18%–pending––1.326,266–
BOMEBOOK OF MEMESolana0.00078060.000781807+0.15%–pending––1.526,218–
LUMIALumiaEthereum0.1039830.104107+0.12%–pending––0.726–
IQIQEthereum0.00082750.000828222+0.09%–pending––0.661,785–
DIAMDIAMBinance Smart Chain0.0048040.004803-0.02%–pending––0.0344k–
MOCAMoca NetworkEthereum0.0096290.009626-0.03%–pending––0.702,231–
UMXMManadiaBinance Smart Chain0.05880.058766-0.06%–pending––-0.29429–
SPYXSP500 xStockEthereum777.3876776.6154-0.10%–pending––0.10118k–
NXPCNexpacenative0.20410.203865-0.12%–pending––0.67787–
QTUMQtumQtum0.9272350.92584-0.15%–pending––1.076,931–
PSGParis Saint-Germain Fan TokenSolana0.44850.447719-0.17%–pending––0.28228k–
PIPi Networknative0.07880.078593-0.26%–pending––0.7726k–
CARVCARVEthereum0.0382250.038099-0.33%–pending––1.142,640–
ONTOntologynative0.0562250.056034-0.34%–pending––1.031,641–
WAVESWavesEthereum0.25470.253652-0.41%–pending––1.0258k–
ACTAct I The AI ProphecySolana0.009960.009918-0.42%–pending––1.098,811–
AGLDAdventure GoldEthereum0.187150.186313-0.45%–pending––0.8043k–
SLXSolsticeSolana0.0545750.054318-0.47%–pending––0.6819k–
JELLYJELLYJelly-My-JellySolana0.0492250.048993-0.47%–pending––0.2556k–
TMXTermMaxEthereum0.010410.010359-0.49%–pending––3.137,668–
FUELFuel NetworkEthereum0.000836250.00083183-0.53%–pending––-0.0312k–
ELSAElsaBase0.049930.04965-0.56%–pending––0.8321k–
SUPSuperfluidEthereum0.0002570.000255481-0.59%–pending––0.514,926–
BARDLombardEthereum0.116550.115818-0.63%–pending––0.8759k–
APTMApertumnative0.045970.045674-0.64%–pending––-0.1444k–
YBYield BasisEthereum0.078150.077583-0.72%–pending––0.5512k–
GOMININGGoMining TokenEthereum0.383550.380434-0.81%–pending––0.5712k–
CTKShentuOsmosis0.12570.124664-0.82%–pending––0.8794k–
STRAXXertranative0.0108210.010725-0.89%–pending––0.912,997–
ARIAAria.AIBinance Smart Chain0.0320650.031772-0.91%–pending––0.3154k–
ONGOntology Gasnative0.083990.083214-0.92%–pending––0.95110–
ICNTImpossible Cloud Network TokenEthereum0.10090.099961-0.93%–pending––0.8132k–
LOTLeague of TradersBinance Smart Chain0.0056890.005635-0.95%–pending––0.6351k–
NUMNumbers ProtocolEthereum0.0031720.003141-0.98%–pending––0.457–
MITOMitosisBinance Smart Chain0.014190.014049-0.99%–pending––0.88806k–
UNIONUNION0.000190.000188072-1.01%–pending––0.697,646–
UUnited StablesEthereum0.0001560.000154322-1.08%–pending––0.802,513–
MEDMediblocOsmosis0.001680.001662-1.08%–pending––0.622,667–
TRXTRONTron0.3286740.325062-1.10%–pending––0.171.1M–
APRCapricornEthereum0.07250.07168-1.13%–pending––0.64195k–
IDOLMEET48Binance Smart Chain0.0091040.009001-1.13%–pending––0.2353k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.35150.347489-1.14%–pending––0.31197k–
BLESSBlessSolana0.0075740.007488-1.15%–pending––1.4426k–
COAIChainOpera AIBinance Smart Chain0.27830.275111-1.15%–pending––0.9076k–
ZKPzkPassEthereum0.046610.046067-1.16%–pending––0.727,129–
ESEclipseEthereum0.000890.000879527-1.18%–pending––0.724,687–
HEMIHemiEthereum0.0057380.00567-1.18%–pending––1.433–
NEXONEXOEthereum0.8320.822162-1.18%–pending––0.82431k–
GNOGnosisEthereum114.3025112.9324-1.20%–pending––0.666,966–
BMTBubblemapsSolana0.018840.018613-1.21%–pending––0.8228k–
CKBNervos Networknative0.0014810.001462-1.25%–pending––1.241,047–
ENSOEnsoEthereum0.90.888562-1.27%–pending––0.3924k–
DGMADaGama WorldEthereum0.013720.013544-1.28%–pending––-0.2023k–
NEONEONeo2.4122.3808-1.30%–pending––1.1913k–
PORPortugal National Team Fan TokenSolana0.0689050.068007-1.30%–pending––0.247,414–
GTGateEthereum10.72510.5846-1.31%–pending––0.72608k–
BLUEBluefinSui0.0098820.009752-1.32%–pending––0.832,552–
BZRBazaarsEthereum70.99370.0538-1.32%–pending––0.93137k–
ROAMROAM TokenSolana0.0121640.012002-1.33%–pending––0.0931k–
CHEEMSCheems TokenBinance Smart Chain4.94e-74.87e-7-1.35%–pending––0.87963–
DGBDigiBytenative0.0033730.003327-1.36%–pending––0.7729k–
SLPSmooth Love PotionEthereum0.00060670.000598434-1.36%–pending––1.278,375–
NFTAINFTEthereum2.38e-72.34e-7-1.39%–pending––0.0448k–
TOKENTokenFiEthereum0.0020340.002005-1.40%–pending––1.292,479–
KAGKinesis SilverEthereum30.3429.9102-1.42%–pending––-0.0595k–
ACMAC Milan Fan TokenSolana0.2760.272027-1.44%–pending––0.42210k–
LQTYLiquityEthereum0.21920.216011-1.45%–pending––0.936,440–
XMRMoneroMonero526.64518.9619-1.46%–pending––0.454.0M–
UPCUPCXEthereum0.141950.139854-1.48%–pending––0.093.7M–
HYPERHyperlaneEthereum0.0740.072893-1.50%–pending––1.038,799–
WARDWardenBase0.002750.002709-1.50%–pending––0.935,204–
SEDASEDAEthereum0.0175850.017312-1.55%–pending––0.23327k–
XAIXaiArbitrum0.0095270.009379-1.56%–pending––0.84955–
NIMNimiqnative0.000306950.000302165-1.56%–pending––-0.76921–
USTCTerraClassicUSDTerra0.0051350.005054-1.57%–pending––0.81261k–
GASGasNeo1.31491.2937-1.61%–pending––1.01691–
XCXXeleb ProtocolBinance Smart Chain0.002870.002823-1.62%–pending––0.4454k–
XEMNEMnative0.00053180.000523028-1.65%–pending––0.633,253–
RIFRootstock Infrastructure FrameworkEthereum0.083250.081877-1.65%–pending––0.21290k–
PRAIPrivasea AIBinance Smart Chain0.00045440.000446863-1.66%–pending––0.19850–
AUCTIONBounceEthereum3.58083.5205-1.69%–pending––0.9240k–
XYMSymbolnative0.0028550.002807-1.69%–pending––0.643,063–
IRYSIrysEthereum0.013650.013419-1.69%–pending––0.6621k–
BSBBlock StreetEthereum0.0899550.088423-1.70%–pending––1.08462k–
WBETHWrapped Beacon ETHEthereum2,709.862,663.44-1.71%–pending––1.20954k–
DEGENDegenEthereum0.00097050.000953852-1.72%–pending––1.1364k–
TRADOORTradoorBinance Smart Chain0.60680.596366-1.72%–pending––0.5457k–
HAEDALHaedal ProtocolSui0.0179550.017643-1.74%–pending––0.84171k–
BASEDBasedEthereum0.054710.05376-1.74%–pending––0.8921k–
HEIHeimaEthereum0.1190650.116969-1.76%–pending––0.84833–
UPROBINHOOD?0.1984450.194931-1.77%–pending––2.1655k–
KGENKGeNBase0.13210.129743-1.78%–pending––0.462,234–
BABYBabylonnative0.0121650.011948-1.79%–pending––1.00114k–
GLMGolemEthereum0.129750.127419-1.80%–pending––0.8535k–
GMEEGAMEEEthereum0.0010910.001071-1.80%–pending––1.4843k–
SGBSongbirdnative0.000940.000922943-1.81%–pending––0.8818k–
LEOLEO TokenEthereum8.88278.7182-1.85%–pending––0.04112k–
UOSUltraEthereum0.0035330.003465-1.90%–pending––0.819,675–
SHIBShiba InuEthereum0.0000051610.000005062-1.92%–pending––1.49690k–
REQRequestEthereum0.0519850.050979-1.93%–pending––0.5720k–
LABLABBinance Smart Chain0.049330.048373-1.94%–pending––1.071.0M–
MBLMovieBlocOntology0.000850350.00083364-1.97%–pending––0.881,878–
ETHWEthereumPoWnative0.25840.253322-1.97%–pending––1.111,696–
LYXLUKSOEthereum0.2323150.227739-1.97%–pending––0.041,776–
CITYManchester City Fan TokenSolana0.34250.335705-1.98%–pending––0.33217k–
BGBBitget TokenEthereum1.9411.9018-2.02%–pending––0.704,771–
MANTRAMANTRAnative0.004260.004173-2.04%–pending––0.6921k–
BNTBancor NetworkEthereum0.31510.308664-2.04%–pending––1.0411k–
GUNGunzSolana0.0027050.002649-2.06%–pending––0.9515k–
PNUTPeanut the SquirrelSolana0.047790.046792-2.09%–pending––1.39364k–
FLRFlareFlare0.0068490.006706-2.09%–pending––1.08528k–
NESNesaEthereum0.133910.13109-2.11%–pending––0.032,095–
TWTTrust WalletBinance Smart Chain0.519050.508102-2.11%–pending––0.74678k–
DRBDebtReliefBotBase0.000190850.000186794-2.13%–pending––2.91183k–
VSYSV.SYSTEMSnative0.000253050.000247623-2.14%–pending––0.1171k–
SNTStatusEthereum0.007550.007388-2.15%–pending––1.4149k–
BANANAS31Banana For ScaleBinance Smart Chain0.0066460.006503-2.15%–pending––0.724,690–
ATMAtletico Madrid Fan TokenSolana1.0221-2.15%–pending––0.31262k–
HOLOHoloworldSolana0.058350.057087-2.16%–pending––1.032,746–
QUAIQuai Networknative0.009130.008932-2.17%–pending––0.6412k–
ININFINITEthereum0.0304650.029798-2.19%–pending––0.902,692–
ENSEthereum Name ServiceEthereum5.9245.7935-2.20%–pending––1.65199k–
WILDWilder WorldEthereum0.0130650.012775-2.22%–pending––1.6851k–
GWEIETHGasEthereum0.0208130.020351-2.22%–pending––1.02146k–
HPHippo Protocolnative0.0085790.008387-2.23%–pending––0.7322k–
MEMEROBINHOOD?0.012090.011819-2.24%–pending––-0.06117k–
UBUnibaseEthereum0.1257250.122891-2.25%–pending––0.7762k–
UMAUMAEthereum0.3940750.385176-2.26%–pending––0.9032k–
OOBOobitSolana0.008470.008277-2.28%–pending––-0.0778k–
DEXEDeXeEthereum1.8481.8057-2.29%–pending––-0.251.5M–
SDStaderEthereum0.123450.120622-2.29%–pending––0.7343k–
TAIKOTaikoEthereum0.077650.07587-2.29%–pending––0.7844k–
HMSTRHamster KombatTON0.000158150.000154519-2.30%–pending––0.863,580–
LUNATerraTerra 20.000048820.000047691-2.31%–pending––0.99203k–
CBKCobakEthereum0.203750.19899-2.34%–pending––0.7030k–
GENIUSGeniusBinance Smart Chain0.329450.321729-2.34%–pending––-0.0212k–
TREETreeEthereum0.04290.041892-2.35%–pending––0.9356k–
ZZZZZZRobinhood0.0096480.009421-2.35%–pending––3.4890k–
BOBBOB (Build on Bitcoin)Ethereum0.004690.00458-2.36%–pending––0.028,515–
MAPMAP0.0033850.003305-2.36%–pending––0.13152k–
HIGHHighstreetEthereum0.030410.029689-2.37%–pending––0.68121k–
CBETHCoinbase Wrapped Staked ETHEthereum2,791.252,725.02-2.37%–pending––1.21540k–
LAZIOLazio Fan TokenBinance Smart Chain0.40650.396769-2.39%–pending––0.53131k–
FRTSFruitsnative0.000004520.000004412-2.40%–pending––0.2153k–
BIRBMoonbirdsSolana0.0559750.054629-2.40%–pending––0.7550k–
RPLRocket PoolEthereum1.73241.6907-2.41%–pending––1.1837k–
NEWTNewton ProtocolEthereum0.045650.044549-2.41%–pending––0.9814k–
ELONDogelon MarsEthereum2.94e-82.87e-8-2.42%–pending––1.1429k–
MEMagic EdenSolana0.068670.067004-2.43%–pending––1.0784k–
QUICKQuickswapEthereum0.0098480.009609-2.43%–pending––0.554,483–
BNSOLBinance Staked SOLSolana119.85116.9397-2.43%–pending––1.25797k–
RACARadio CacaEthereum0.0000134350.000013108-2.43%–pending––0.5250k–
WMTXWorld Mobile TokenSolana0.0230260.022465-2.44%–pending––-0.1424k–
TELTelcoinEthereum0.0017220.00168-2.45%–pending––1.2165k–
STORMStorm TradeTON0.0031420.003065-2.45%–pending––0.4574k–
XPRXPR NetworkEthereum0.0022070.002152-2.46%–pending––0.63283k–
SPACESpacecoinEthereum0.0040990.003999-2.46%–pending––1.1714k–
VOWVowEthereum0.030290.029543-2.47%–pending––0.8357k–
RVNRavencoinnative0.0015450.001507-2.47%–pending––1.1910k–
XPINXPIN NetworkBinance Smart Chain0.00076810.000749058-2.48%–pending––0.1293k–
MYROMYROSolana0.0020260.001976-2.49%–pending––1.513,309–
FOLKSFOLKSEthereum2.08452.0325-2.49%–pending––0.323,893–
TFUELTheta Fuelnative0.0094350.0092-2.49%–pending––1.0227k–
USUALUsualEthereum0.01140.011116-2.49%–pending––1.317,795–
ARTXARTX0.130680.127413-2.50%–pending––0.5556k–
AIArtificial InuRobinhood0.0193350.018852-2.50%–pending––0.9256k–
CGNCygnusBase0.0020560.002005-2.50%–pending––-0.0251k–
SMARTSmartCodedBotBase0.0043310.004223-2.50%–pending––0.21124k–
MAMOMamoBase0.0072370.007055-2.51%–pending––0.84339k–
LINGOLingoSolana0.0120270.011724-2.52%–pending––1.2949k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum785.54765.6211-2.54%–pending––0.10148k–
PIPPINpippinSolana0.0164420.016023-2.55%–pending––0.98150k–
KDXKriyaSui0.0090950.008863-2.56%–pending––0.34210k–
OGOG Fan TokenSolana2.7222.652-2.57%–pending––0.46365k–
MOGMog CoinEthereum1.05e-71.02e-7-2.58%–pending––1.7233k–
CHZChilizEthereum0.014620.014242-2.58%–pending––1.0567k–
HOTHoloEthereum0.00039710.000386784-2.60%–pending––0.9516k–
FFFalcon FinanceEthereum0.1092750.10642-2.61%–pending––-0.341,642–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain778.155757.7461-2.62%–pending––0.10596k–
KLVKleverKlever Blockchain0.00064050.000623642-2.63%–pending––-0.0952k–
ESEEeseeEthereum0.0042630.004151-2.64%–pending––-0.2546k–
STONKEXThe Stonks ExchangeBase0.0048180.004691-2.64%–pending––2.1253k–
ZYLOZylo EcosystemSolana0.0225750.021975-2.66%–pending––-0.2364k–
SIRENSirenBinance Smart Chain0.0390550.038009-2.68%–pending––0.75260k–
KNCKyber Network CrystalEthereum0.12980.126313-2.69%–pending––0.8918k–
DOODDoodlesSolana0.0014720.001432-2.69%–pending––1.2731k–
WETHumidiFiSolana0.0560.054477-2.72%–pending––0.8014k–
1000CHEEMS1000CHEMSnative0.00049150.000478107-2.72%–pending––0.93258k–
SAHARASahara AIEthereum0.0085750.008341-2.73%–pending––1.216,326–
IDEXIDEXEthereum0.0003510.000341364-2.75%–pending––-0.016,064–
MCDXMcDonald's xStockEthereum235.6194229.1504-2.75%–pending––0.011,207–
JOEJOEArbitrum0.0366550.035643-2.76%–pending––1.084,655–
AERGOAergo [OLD]Ethereum0.0094880.009226-2.76%–pending––0.2339k–
HIPPOsudengSui0.0001330.000129322-2.77%–pending––0.9013k–
HANAHana NetworkBinance Smart Chain0.0125120.012165-2.77%–pending––-0.0680k–
BARFC Barcelona Fan TokenSolana0.27850.270782-2.77%–pending––0.38195k–
UMXUMX0.060420.058745-2.77%–pending––0.3122k–
TOSHIToshiBase0.0001088850.000105864-2.77%–pending––1.39281k–
ULTIMAUltimaBinance Smart Chain1,629.561,584.20-2.78%–pending––0.21357k–
HYPEHyperliquidHyperliquid80.9378.666-2.80%–pending––1.2432.4M–
CEEKCEEK Smart VREthereum0.0026940.002618-2.80%–pending––0.5651k–
MANYUManyuEthereum3.60e-93.50e-9-2.81%–pending––1.1963k–
RNBWRainbowBase0.02360.022937-2.81%–pending––0.76364–
ALTAltLayerEthereum0.007810.00759-2.82%–pending––0.949,293–
ETHEthereumEthereum2,444.072,375.06-2.82%–pending––1.22238.0M–
EVAAEVAA ProtocolTON0.6030.585952-2.83%–pending––1.4222k–
BCHSVBitcoin Cash SV18.28517.7679-2.83%–pending––1.01411k–
WBTCWrapped BitcoinEthereum81,640.6079,306.14-2.86%–pending––0.9939k–
ALCHAlchemist AISolana0.0404450.039288-2.86%–pending––1.451,958–
TAGTAGGERBinance Smart Chain0.000646950.000628281-2.89%–pending––0.42506k–
PURRPurrHyperliquid0.105240.102202-2.89%–pending––2.4554k–
BLURBlurEthereum0.0137920.013394-2.89%–pending––1.3826k–
NANOnanopayBase0.3335730.323911-2.90%–pending––0.8725k–
OFCOneFootball CreditsEthereum0.0066040.006412-2.90%–pending––0.5255k–
SAPIENSapienBase0.0661650.064244-2.90%–pending––0.6641k–
ESPORTSYooldo GamesBinance Smart Chain0.00960.009321-2.91%–pending––0.1677k–
FHEMind NetworkEthereum0.0187250.018179-2.91%–pending––0.6933k–
LUNCTerra Luna Classicnative0.000048310.000046893-2.93%–pending––1.1128k–
XRBOroBitnative1.7311.6799-2.95%–pending––0.04201k–
PAIRPairPunkSolana0.0013420.001302-2.96%–pending––2.9375k–
WXTWXT TokenEthereum0.018680.018125-2.97%–pending––0.802.0M–
DTECDtec tokenPolygon0.0033810.00328-2.99%–pending––0.3356k–
GRAMGram (prev. Toncoin)Ethereum1.35931.3186-2.99%–pending––0.8715k–
MANTLE?0.536550.520428-3.00%–pending––0.91374k–
XAUTTether GoldEthereum4,164.654,039.51-3.00%–pending––0.32293k–
DOLODolomiteEthereum0.025960.025179-3.01%–pending––0.928,202–
CATSimon's CatSolana0.0000019450.000001887-3.01%–pending––0.9653k–
ASSETREALEthereum0.18050.175058-3.01%–pending––-0.021,415–
ALIGNAlignedEthereum0.0047850.004641-3.02%–pending––-0.6312k–
TOPTOP PROTOCOLBinance Smart Chain0.00006980.000067694-3.02%–pending––0.0026k–
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.