8=======>

2026-10-18 · +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
MINTMintanaSolana0.0026850.000360511-86.57%–pending––1.00503k–
EACC?0.000556250.000248714-55.29%–pending––1.00111k–
DUSTDust ProtocolEthereum3.36751.6911-49.78%–pending––1.00595k–
PUMPBTCpumpBTCEthereum0.0007570.000423273-44.09%–pending––1.6853k–
ALTHEAALTHEAEthereum0.063850.048921-23.38%–pending––0.221,555–
WODWorld of DypiansBinance Smart Chain0.0102710.008195-20.21%–pending––0.3526k–
AKEAkedoBinance Smart Chain0.0308620.025781-16.46%–pending––-0.68681k–
OBIOrbofi AIEthereum0.0014880.001253-15.82%–pending––-0.283,329–
FATCOINFATCOINRobinhood0.00040970.000347758-15.12%–pending––0.3263k–
GTCGitcoinEthereum0.262850.224852-14.46%–pending––0.34598k–
RHHyatt Hotels Tokenized Stock (Reality)Arbitrum0.0066010.005658-14.29%–pending––-0.76105k–
FISStafiEthereum0.0022820.001957-14.26%–pending––0.531,077–
UNIUniswapEthereum7.19066.1664-14.24%–pending––1.4812.4M–
BNKRBankrCoinBase0.00034720.000298189-14.12%–pending––1.59558k–
LAPTOPHunter Biden's LaptopBase0.07930.068129-14.09%–pending––0.1837k–
MHAMagic HashBinance Smart Chain0.0042480.003651-14.08%–pending––2.35391k–
POWERPower ProtocolEthereum0.07690.066149-13.98%–pending––0.06212k–
ANVLAnvilEthereum0.0019950.001721-13.73%–pending––0.3248k–
PENDLEPendleEthereum2.04611.7662-13.68%–pending––1.11865k–
DASHDashDash4942.3378-13.60%–pending––1.192.0M–
SEISeiSei0.061720.053344-13.57%–pending––1.211.5M–
SAGASagaSaga0.018510.016005-13.53%–pending––0.4960k–
ALEOALEOBinance Smart Chain0.0526330.045546-13.46%–pending––0.20471k–
VVVVenice TokenBase22.651719.6727-13.15%–pending––1.156.3M–
SUISuiSui0.995850.865598-13.08%–pending––1.5827.8M–
RAYRaydiumSolana1.79931.5659-12.97%–pending––1.171.5M–
URANUSURANUSEthereum0.0041260.003593-12.94%–pending––1.222,813–
MUSEBOOKmusebookRobinhood0.000020030.000017454-12.86%–pending––9.80111k–
BRBedrockEthereum0.4619650.402585-12.85%–pending––1.81982k–
HBARHederaHedera0.0853450.074595-12.60%–pending––0.969.1M–
RIORealio Network TokenEthereum0.0517350.045222-12.59%–pending––1.2764k–
PHAPHALAEthereum0.0482650.042199-12.57%–pending––1.42140k–
GTAIGT ProtocolBinance Smart Chain0.0099450.008704-12.48%–pending––1.5047k–
AERGOAergo [OLD]Ethereum0.0228080.019974-12.42%–pending––0.3755k–
UAIUnifAI NetworkBinance Smart Chain0.294330.258398-12.21%–pending––-0.09298k–
QNTQuantEthereum192.095168.9529-12.05%–pending––0.7419.3M–
AURORAAuroraEthereum0.0569980.050242-11.85%–pending––3.11258k–
MINAMina Protocolnative0.0720350.063552-11.78%–pending––1.54888k–
AVAXAvalancheAvalanche9.76558.6197-11.73%–pending––1.0915.4M–
BPBackpackSolana1.10910.979056-11.72%–pending––1.31300k–
WIFdogwifhatSolana0.1979050.174799-11.68%–pending––2.00633k–
MTLMetal DAOMetal L20.262650.232006-11.67%–pending––1.14218k–
MOEMOEMantle0.00041810.000369416-11.64%–pending––1.0043k–
RLCiExec RLCEthereum0.74470.658348-11.60%–pending––0.7985k–
ARBArbitrumEthereum0.186850.165192-11.59%–pending––1.713.6M–
STEEMSteemnative0.051740.045779-11.52%–pending––0.67346k–
CASHCATCash CatRobinhood0.1085410.096038-11.52%–pending––1.873.6M–
CNPYCanopyBinance Smart Chain0.2320.205307-11.51%–pending––-0.17296k–
ZETAZetaChainEthereum0.0412370.036515-11.45%–pending––1.6536k–
PEAQpeaqEthereum0.0369750.032745-11.44%–pending––0.94202k–
MAGICTreasureEthereum0.0982350.087041-11.40%–pending––1.18223k–
HMNDHumanodeHumanode0.0027240.002415-11.34%–pending––0.4734k–
TICSQubeticsnative0.00089650.000795245-11.29%–pending––1.2993k–
RUNETHORChainTHORChain0.65850.584685-11.21%–pending––1.18138k–
UBIKubikRobinhood0.007250.006437-11.21%–pending––3.4856k–
MYXMYX FinanceBinance Smart Chain0.058250.051725-11.20%–pending––1.3314k–
PENGUPudgy PenguinsEthereum0.0075120.006671-11.19%–pending––1.793.7M–
ZAMAZamaEthereum0.070120.062305-11.15%–pending––1.52482k–
CELLCellframeEthereum0.066960.059502-11.14%–pending––0.9752k–
MOVRMoonriverBase1.35321.2036-11.05%–pending––1.2484k–
BASECATBasecatBase0.012930.011506-11.01%–pending––2.81438k–
ZENHorizenBase5.88555.2379-11.00%–pending––1.40346k–
MASKSOL?0.048250.042957-10.97%–pending––1.0065k–
STONKSStonks on ETHEthereum0.000562650.000500927-10.97%–pending––2.4655k–
BENBENBinance Smart Chain0.000571050.000508514-10.95%–pending––0.4061k–
BBUILDonBinance Smart Chain0.126010.112265-10.91%–pending––0.57103k–
JUPITER?0.289350.257906-10.87%–pending––1.34789k–
NIGHTMidnightCardano0.039830.035521-10.82%–pending––1.371.3M–
ZCATAnonymous CatSolana0.0442850.039502-10.80%–pending––2.6993k–
GGravity (by Galxe)Ethereum0.0036510.003257-10.80%–pending––1.2137k–
MORPHOMorphoEthereum2.35292.0999-10.75%–pending––0.821.3M–
COTICOTIEthereum0.0107270.009578-10.71%–pending––-0.61536k–
B3B3 (Base)Base0.000640850.000572508-10.66%–pending––0.62324k–
BLASTBlastBlast0.000022350.000019967-10.66%–pending––1.77144k–
PUBLICPublicAINEAR0.0058640.00524-10.64%–pending––0.1357k–
FIROFironative0.91730.820329-10.57%–pending––0.9092k–
SPXSPX6900Ethereum0.36140.323275-10.55%–pending––1.91550k–
COMPCompoundEthereum21.2719.0383-10.49%–pending––0.91262k–
FSynFuturesEthereum0.0028610.002562-10.47%–pending––1.60235k–
PAALPAAL AIEthereum0.0083940.007516-10.46%–pending––1.7675k–
AVTAventusEthereum0.372390.333549-10.43%–pending––-0.11112k–
DOGEDogecoinDogecoin0.0793470.071096-10.40%–pending––1.445.5M–
EGLDMultiversXnative3.55723.1875-10.39%–pending––0.90135k–
SKYSkyEthereum0.069520.062328-10.35%–pending––1.19564k–
ROBINROBINRobinhood0.0004850.000434855-10.34%–pending––3.3791k–
OWLOwlto FinanceBinance Smart Chain0.00095320.000855325-10.27%–pending––1.2261k–
NILNillionEthereum0.076850.068967-10.26%–pending––0.59498k–
LINKChainlinkEthereum12.02710.7968-10.23%–pending––1.2414.3M–
XLMStellarStellar0.1777640.159608-10.21%–pending––1.3510.8M–
ARIAAria.AIBinance Smart Chain0.056050.050374-10.13%–pending––0.2861k–
JEANPHILJean PhilSolana0.006640.005969-10.11%–pending––1.0083k–
FLYBRAINflybrainRobinhood0.00025030.000225036-10.09%–pending––-0.7963k–
TAOBittensorBittensor270.365243.1368-10.07%–pending––1.609.9M–
CLOREClore.ainative0.0023050.002074-10.04%–pending––0.3758k–
BCHBitcoin CashBitcoin Cash275.895248.204-10.04%–pending––1.533.0M–
ARXArciumSolana0.232650.209306-10.03%–pending––0.63218k–
MCATMarscat TokenBinance Smart Chain0.78110.702859-10.02%–pending––3.91323k–
ANONHey AnonEthereum0.2770.249289-10.00%–pending––0.873,571–
ZEUSZeus NetworkSolana0.0087250.007855-9.97%–pending––0.2324k–
DRVDeriveEthereum0.381870.343931-9.93%–pending––1.411.9M–
GITCOINGITCOIN0.2629050.236945-9.87%–pending––0.335,012–
DIMODIMOEthereum0.018590.01677-9.79%–pending––0.29475k–
SYNSynapseEthereum0.18290.164996-9.79%–pending––1.12153k–
GRTThe GraphEthereum0.0235290.021228-9.78%–pending––1.47594k–
SHXStrongholdEthereum0.0057070.00515-9.76%–pending––1.12215k–
PUMPPump.funSolana0.0041640.003758-9.76%–pending––1.075.0M–
NOSNosanaSolana0.487950.44036-9.75%–pending––1.28110k–
RHEARHEASolana0.0690750.06234-9.75%–pending––2.13298k–
CROCronosEthereum0.056660.051147-9.73%–pending––1.202.0M–
GMGM.AISolana0.0007760.00070053-9.73%–pending––1.0080k–
PEPEPepeEthereum0.0000040050.000003616-9.72%–pending––2.063.1M–
FLOKIFLOKIEthereum0.000023380.000021113-9.70%–pending––1.71160k–
KERNELKernelDAOEthereum0.0401060.036219-9.69%–pending––1.1422k–
MONMonadnative0.0210730.019033-9.68%–pending––1.583.2M–
NOMNominaEthereum0.0017090.001544-9.65%–pending––0.79183k–
VTHOVeThornative0.000633680.000572552-9.65%–pending––0.41288k–
CPOOLClearpoolEthereum0.0275450.024893-9.63%–pending––1.23148k–
SHAREShareXBinance Smart Chain2.61492.3637-9.61%–pending––-0.1179k–
BKNBrickkenEthereum0.091290.082521-9.61%–pending––1.0878k–
BEMBEMBinance Smart Chain36.34532.8645-9.58%–pending––1.6155k–
FLOCKFLOCKEthereum0.0438130.039635-9.54%–pending––1.37190k–
ARArweaveArweave3.76253.404-9.53%–pending––1.75126k–
STONKBROKERStonkBrokerRobinhood0.0053980.004885-9.50%–pending––1.1860k–
PAIRPairPunkSolana0.0012250.001109-9.46%–pending––2.7163k–
CATECateCoinBinance Smart Chain0.0718010.065011-9.46%–pending––4.13170k–
METMeteoraSolana0.334950.303402-9.42%–pending––1.07543k–
POWRPowerledgerEthereum0.050250.045521-9.41%–pending––0.4851k–
AGTAVATAGOBinance Smart Chain0.0671970.060892-9.38%–pending––-0.2858k–
HOOKRHookr.funRobinhood0.0239750.021741-9.32%–pending––5.4794k–
QKCQuarkChainEthereum0.0024910.00226-9.26%–pending––0.88105k–
ICNTImpossible Cloud Network TokenEthereum0.18740.170061-9.25%–pending––0.8634k–
SSonicnative0.0516850.046909-9.24%–pending––1.40502k–
CAKEPancakeSwapEthereum2.1871.9854-9.22%–pending––0.83209k–
GLMRMoonbeamBase0.0105150.009546-9.21%–pending––0.5168k–
RSCResearchCoinEthereum0.070820.06432-9.18%–pending––0.7727k–
44Binance Smart Chain0.0128950.011722-9.10%–pending––1.11226k–
ONGOntology Gasnative0.075350.068516-9.07%–pending––0.9738–
XPLPlasmanative0.076720.06978-9.05%–pending––1.601.2M–
PUFFERPufferEthereum0.0386760.035184-9.03%–pending––1.071,378–
PIVXPIVXnative0.0401210.036504-9.01%–pending––0.2062k–
CChainbaseBase0.079450.072298-9.00%–pending––0.97477k–
TRUMPOfficial TrumpSolana1.72761.5722-9.00%–pending––1.322.1M–
BROCCOLICZ's DogBinance Smart Chain0.0195350.01778-8.98%–pending––0.86102k–
CVCCivicEthereum0.0218130.019863-8.94%–pending––0.8947k–
QQ0.1122030.102184-8.93%–pending––-0.2686k–
ZORAZoraBase0.006490.005911-8.92%–pending––1.30464k–
SKRSeekerSolana0.0143960.013112-8.92%–pending––0.83144k–
QIBENQIAvalanche0.0024430.002225-8.91%–pending––0.54123k–
SUEcat wif helmetSolana0.00038920.000354544-8.90%–pending––4.3055k–
FLUIDFluidEthereum2.22352.0262-8.87%–pending––1.0058k–
LCXLCXEthereum0.05110.046584-8.84%–pending––0.66508k–
SCSiacoinnative0.00078850.000718835-8.84%–pending––0.7752k–
MUBARAKMubarakBinance Smart Chain0.0541850.049405-8.82%–pending––1.21109k–
NPCNon-Playable CoinEthereum0.0182820.01667-8.82%–pending––1.70119k–
EDELEdelEthereum0.026430.0241-8.81%–pending––1.13196k–
NOCKNockchainBase0.0187350.017085-8.81%–pending––1.3422k–
TOADThe Toad PepeSolana0.0011920.001088-8.77%–pending––1.3355k–
ZZZZZZRobinhood0.0115250.010515-8.77%–pending––3.3390k–
DRIFTDrift ProtocolSolana0.01560.014233-8.76%–pending––0.77201k–
EDGEedgeXEthereum0.0959850.087591-8.75%–pending––0.83439k–
ZECZcashZcash1,129.581,031.14-8.71%–pending––1.72112.4M–
SNEKSnekCardano0.0007060.000644713-8.68%–pending––1.9227k–
TAKEOVERTAKESui0.0552150.050432-8.66%–pending––0.213,839–
FUSEFuseEthereum0.009180.008385-8.66%–pending––0.4843k–
ZROLayerZeroEthereum1.86381.7036-8.60%–pending––0.814.2M–
LTCLitecoinLitecoin59.05853.9876-8.59%–pending––0.939.1M–
AINInfinity GroundBinance Smart Chain0.0400450.036614-8.57%–pending––0.2434k–
GEODGeodnetSolana0.249850.228591-8.51%–pending––0.77274k–
LIGHTER?3.0742.8131-8.49%–pending––1.304.3M–
GOATGoatseus MaximusSolana0.0141450.012945-8.48%–pending––1.2315k–
HEMIHemiEthereum0.0050610.004632-8.48%–pending––1.340–
THETATheta Networknative0.18740.171516-8.48%–pending––1.3645k–
SPKSparkEthereum0.019390.017749-8.46%–pending––1.10219k–
KSKDKaskadIgra0.005240.004797-8.46%–pending––-0.2640k–
ARKARKnative0.169140.154891-8.42%–pending––0.9171–
METRONOMEMETRONOME0.335080.306859-8.42%–pending––1.07117k–
PROSPharosnative0.63220.579121-8.40%–pending––0.68162k–
XVGVergenative0.0025170.002306-8.37%–pending––0.88273k–
MEYMey NetworkBase0.0537350.049251-8.34%–pending––0.31812k–
ASTRAstarEthereum0.0058650.005376-8.34%–pending––0.854,160–
EVAAEVAA ProtocolTON0.548550.502893-8.32%–pending––1.4418k–
REZRenzoEthereum0.0033520.003073-8.32%–pending––0.70143k–
DSYNCDestra NetworkEthereum0.0076150.006983-8.30%–pending––2.1758k–
LSKLiskEthereum0.1829220.167741-8.30%–pending––0.09136k–
MAMEMame InuBinance Smart Chain0.0015760.001446-8.24%–pending––1.1550k–
STRKStarknetEthereum0.060380.055429-8.20%–pending––2.043.0M–
ALEPHAleph CloudEthereum0.015140.013902-8.18%–pending––0.5561k–
BTRBitlayerEthereum0.043130.039606-8.17%–pending––0.3355k–
PODDolphinBase0.54410.499731-8.15%–pending––1.3352k–
VIRTUALVirtuals ProtocolEthereum0.656550.603053-8.15%–pending––1.51689k–
CROSSCROSS0.101230.092995-8.14%–pending––0.1258k–
VOWVowEthereum0.030260.0278-8.13%–pending––0.8555k–
NEARNEAR ProtocolNEAR5.00924.6021-8.13%–pending––1.3256.1M–
DEFIDeFiEthereum0.00015530.000142715-8.10%–pending––0.2344k–
EDUOpen CampusEthereum0.072920.067026-8.08%–pending––0.544,848–
HONEYHivemapperSolana0.0019570.0018-8.04%–pending––0.47193k–
AIOTOKZOOBinance Smart Chain0.0534510.049154-8.04%–pending––0.5658k–
TUTTutorialBinance Smart Chain0.0185250.01704-8.02%–pending––1.042.0M–
ACEFusionistBinance Smart Chain0.154750.142349-8.01%–pending––-0.194.6M–
XECeCashnative0.000006370.00000586-8.01%–pending––0.97337k–
RARESuperRareEthereum0.0133660.012296-8.01%–pending––0.75182k–
BERTBertram The PomeranianSolana0.0131680.012118-7.97%–pending––2.3218k–
DCRDecrednative14.45413.3018-7.97%–pending––0.75106k–
ILVIlluviumEthereum3.29583.0334-7.96%–pending––1.0896k–
BONKBonkEthereum0.0000029350.000002701-7.96%–pending––1.601.9M–
STXStacksnative0.355050.32687-7.94%–pending––1.541.3M–
MASKMask NetworkEthereum0.403330.371372-7.92%–pending––1.1444k–
AIOZAIOZ NetworkEthereum0.103860.095674-7.88%–pending––1.94519k–
USELESSUseless CoinSolana0.1441950.132853-7.87%–pending––2.504.2M–
BNBBNBBNB Chain722.47665.813-7.84%–pending––0.671.7M–
POLPOL (ex-MATIC)Ethereum0.0913950.084254-7.81%–pending––0.911.3M–
COQCoq InuAvalanche1.18e-71.09e-7-7.81%–pending––1.6112k–
NATIXNATIX NetworkSolana0.0001752350.000161671-7.74%–pending––1.4332k–
TRBTellor TributesEthereum17.6616.2994-7.70%–pending––1.37290k–
1INCH1INCHEthereum0.092130.085041-7.69%–pending––1.04126k–
ONDOOndoEthereum0.434130.400734-7.69%–pending––1.439.2M–
OIL(USOON)?160.02147.7126-7.69%–pending––-0.2576k–
TONTokamak NetworkEthereum1.34781.2442-7.68%–pending––0.86698k–
ELIZAOSElizaOSEthereum0.00043350.000400222-7.68%–pending––0.257,783–
SWFTCSWFTCOINEthereum0.0028550.002636-7.67%–pending––0.7293k–
SUPERSuperVerseEthereum0.18420.170082-7.66%–pending––1.29530k–
LDOLido DAOEthereum0.3879650.358352-7.63%–pending––1.23470k–
ALCHAlchemist AISolana0.035630.032917-7.62%–pending––1.40924–
PNUTPeanut the SquirrelSolana0.0432750.039979-7.62%–pending––1.38277k–
LITLighterEthereum3.07522.8418-7.59%–pending––1.301.0M–
FIGHTFIGHTSolana0.002720.002514-7.59%–pending––0.5738k–
SOONSOONSolana0.303650.280631-7.58%–pending––0.467,973–
MELANIAMelania MemeSolana0.08190.075707-7.56%–pending––1.1535k–
SCROLLScrollPay AISolana0.0197950.018301-7.55%–pending––1.03588k–
THEThenaBinance Smart Chain0.05390.04984-7.53%–pending––0.89371k–
VETVeChainVeChain0.0067710.006262-7.53%–pending––1.28580k–
AOao Computernative3.77053.4868-7.52%–pending––1.4761k–
GIGAGigachadSolana0.0018640.001725-7.51%–pending––1.69178k–
ASTERAsterBinance Smart Chain0.698850.646515-7.49%–pending––0.67725k–
SPASperaxEthereum0.0026560.002457-7.48%–pending––0.6063k–
KAIAKaianative0.0414150.038316-7.48%–pending––1.652,304–
GRAMGram (prev. Toncoin)Ethereum1.34651.2459-7.47%–pending––0.8710k–
BTWBitwayEthereum2.41522.2348-7.47%–pending––-1.547.1M–
SWMSwarm0.0935950.086608-7.47%–pending––-1.58658k–
ALPHAlephiumEthereum0.0599050.055437-7.46%–pending––0.4467k–
RBNTRedbelly Networknative0.0016220.001501-7.46%–pending––0.3155k–
VELVETVelvetBase0.066850.061875-7.44%–pending––-0.1224k–
ETCEthereum Classicnative7.74157.1654-7.44%–pending––1.37806k–
SUSHISushiEthereum0.21530.199287-7.44%–pending––1.08142k–
CHEQCHEQD NetworkEthereum0.0013980.001294-7.44%–pending––0.4236k–
TURBOTurboEthereum0.00084470.000781921-7.43%–pending––1.24109k–
APEApeCoinEthereum0.142510.131919-7.43%–pending––1.04568k–
ANSEMThe Black BullSolana0.103550.095858-7.43%–pending––2.13466k–
BATONbatonSolana0.006690.006195-7.40%–pending––3.81208k–
SHIBShiba InuEthereum0.0000049830.000004614-7.40%–pending––1.48683k–
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.