8=======>

2026-09-27 · +30d

lstm_s1 · test · 985 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 985 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
MUSEBOOKmusebookRobinhood0.000058030.000021528-62.90%–pending––1.00260k–
LONGXIA?0.087750.05081-42.10%–pending––-1.295.3M–
MHAMagic HashBinance Smart Chain0.0141720.008936-36.95%–pending––1.001.4M–
FLYBRAINflybrainRobinhood0.0004410.000304964-30.85%–pending––1.00110k–
KNOTSKNOTSSolana0.008150.00596-26.87%–pending––1.0054k–
FONEapeonfoneSolana0.0085990.00633-26.39%–pending––0.80251k–
NOCKNockchainBase0.022040.016231-26.36%–pending––1.5741k–
CHEQCHEQD NetworkEthereum0.0035520.002669-24.86%–pending––0.4130k–
AKEAkedoBinance Smart Chain0.0309260.023823-22.97%–pending––-1.151.8M–
SOCKSockBinance Smart Chain0.00016880.000131414-22.15%–pending––1.0072k–
SUEcat wif helmetSolana0.0010840.000849214-21.66%–pending––5.1697k–
NEONNeonSolana0.042140.033055-21.56%–pending––-0.2915k–
LAPTOPHunter Biden's LaptopBase0.08130.066327-18.42%–pending––1.00455k–
DRVDeriveEthereum0.435240.358174-17.71%–pending––1.381.0M–
FATCOINFATCOINRobinhood0.00081630.000672194-17.65%–pending––1.00136k–
ROBINROBINRobinhood0.0023850.001967-17.54%–pending––1.00158k–
MINAMina Protocolnative0.146990.122495-16.66%–pending––1.23679k–
SKYAISkyAIBinance Smart Chain0.044230.036946-16.47%–pending––1.49543k–
USELESSUseless CoinSolana0.285610.239466-16.16%–pending––2.4210.8M–
BLASTBlastBlast0.000464660.000390623-15.93%–pending––0.8947k–
SAGASagaSaga0.026810.022558-15.86%–pending––0.50154k–
BEATAudieraBinance Smart Chain0.09440.07944-15.85%–pending––0.151.8M–
TUTTutorialBinance Smart Chain0.024870.020932-15.83%–pending––0.865.5M–
EDELEdelEthereum0.025260.021282-15.75%–pending––0.83158k–
RHEARHEASolana0.1917330.161788-15.62%–pending––1.7428k–
LIGHTER?4.6553.9301-15.57%–pending––1.485.2M–
FLORKFLORKBinance Smart Chain0.0069350.005863-15.46%–pending––5.06144k–
VVVVenice TokenBase29.341224.8205-15.41%–pending––0.957.8M–
SYNSynapseEthereum0.17730.150376-15.19%–pending––1.17139k–
AOao Computernative4.9444.1963-15.12%–pending––1.2361k–
LSKLiskEthereum0.3147050.267306-15.06%–pending––0.09353k–
CHIRPChirper AISolana0.0100090.008503-15.05%–pending––1.2325k–
FIROFironative1.24861.0622-14.93%–pending––0.7485k–
BENBENBinance Smart Chain0.00054790.000466452-14.87%–pending––1.00112k–
REDRedStoneEthereum0.17020.145072-14.76%–pending––1.15143k–
KSKDKaskadIgra0.0034660.002956-14.72%–pending––-0.2433k–
ORBIOOrbio.soRobinhood0.091870.078492-14.56%–pending––1.0091k–
TREADTread.fiEthereum1.08550.928245-14.49%–pending––1.00285k–
PAIDPaidSolana0.0272230.023323-14.33%–pending––1.00175k–
NOSNosanaSolana0.45840.392906-14.29%–pending––1.0631k–
DTECDtec tokenPolygon0.0037160.0032-13.88%–pending––0.2748k–
CATECateCoinBinance Smart Chain0.0797250.068715-13.81%–pending––4.50296k–
AIINUAI INUSolana0.2149510.185415-13.74%–pending––0.51155k–
OPTIMOptimism0.149350.128939-13.67%–pending––1.371.2M–
CPCluster ProtocolBase0.013340.011527-13.59%–pending––1.00397k–
DASHDashDash68.5159.2274-13.55%–pending––1.114.2M–
NEXANexanative0.0000012580.000001088-13.49%–pending––-0.2568k–
JUPJupiterSolana0.372150.321942-13.49%–pending––1.25988k–
JUPITER?0.37310.322806-13.48%–pending––1.24760k–
BULLABULLABinance Smart Chain0.0941050.081437-13.46%–pending––0.93491k–
GAIBGAIBEthereum0.029710.025713-13.45%–pending––-0.584,040–
PEAQpeaqEthereum0.042390.036752-13.30%–pending––0.97164k–
NPCNon-Playable CoinEthereum0.0221250.019198-13.23%–pending––1.88228k–
SYRUPMaple FinanceEthereum0.21780.189071-13.19%–pending––1.18981k–
ELELYSIAEthereum0.0018260.00159-12.88%–pending––0.80107k–
ETNElectroneumnative0.002350.002049-12.83%–pending––0.6176k–
SWMSwarm0.158190.137903-12.82%–pending––-2.09868k–
PAALPAAL AIEthereum0.0099340.008674-12.68%–pending––2.0059k–
ARXArciumSolana0.25130.219509-12.65%–pending––0.56267k–
MEMEROBINHOOD?0.026930.023524-12.65%–pending––1.00238k–
CLOREClore.ainative0.0024320.002126-12.60%–pending––0.2655k–
MICRODUCKmicroduckRobinhood0.003670.003208-12.58%–pending––1.00123k–
GHXGamerCoinEthereum0.0119090.010419-12.51%–pending––0.6752k–
BREWBREWBinance Smart Chain0.01230.010781-12.35%–pending––1.00209k–
SSonicnative0.040430.03545-12.32%–pending––1.32161k–
DSYNCDestra NetworkEthereum0.0085890.007544-12.16%–pending––1.7354k–
BROCCOLI714?0.028240.024828-12.08%–pending––0.691.1M–
HYPEHyperliquidHyperliquid91.780.689-12.01%–pending––1.2139.0M–
JUGGERNAUTThe JuggernautRobinhood0.0071720.006311-12.00%–pending––1.0274k–
ALEOALEOBinance Smart Chain0.025920.022819-11.96%–pending––0.4053k–
PROSPharosnative0.65610.577766-11.94%–pending––0.5291k–
FUSEFuseEthereum0.0082880.007299-11.94%–pending––0.4344k–
OWLOwlto FinanceBinance Smart Chain0.0014520.001279-11.93%–pending––1.9557k–
TThreshold NetworkEthereum0.0059290.005227-11.85%–pending––0.4771k–
FLOCKFLOCKEthereum0.0716050.063136-11.83%–pending––1.16853k–
STRKStarknetEthereum0.042060.037088-11.82%–pending––1.57563k–
ACEFusionistBinance Smart Chain0.19540.172338-11.80%–pending––-0.282.7M–
SOMISomnianative0.217450.19179-11.80%–pending––0.8239k–
ARBArbitrumEthereum0.225950.199328-11.78%–pending––1.418.6M–
OTCOTCSolana0.0054580.004816-11.75%–pending––1.0046k–
UPROBINHOOD?0.315070.278276-11.68%–pending––2.0659k–
PENGUPudgy PenguinsEthereum0.0102510.00906-11.62%–pending––1.653.1M–
BERABerachainnative0.237720.210263-11.55%–pending––1.28177k–
SEISeiSei0.079010.070004-11.40%–pending––1.131.2M–
DELTADeltaRobinhood0.0231360.020507-11.36%–pending––3.68168k–
SHROOMMUSHROOMRobinhood0.0178720.015843-11.35%–pending––1.00145k–
NATIXNATIX NetworkSolana0.000235990.000209321-11.30%–pending––1.1229k–
AICAI CompanionsBinance Smart Chain0.0370230.032848-11.28%–pending––-0.3159k–
VANAVanaEthereum1.161.0309-11.13%–pending––0.71404k–
RAYRaydiumSolana2.17371.933-11.07%–pending––1.271.8M–
CLOUDDeCloudEthereum0.09170.08155-11.07%–pending––0.124,598–
PHAPHALAEthereum0.068160.060616-11.07%–pending––1.2742k–
BPBackpackSolana1.35011.2013-11.02%–pending––1.14132k–
SENTSentientEthereum0.022430.01996-11.01%–pending––0.78168k–
ZECZcashZcash1,587.091,412.57-11.00%–pending––1.66142.6M–
ARKARKnative0.2473550.220209-10.97%–pending––0.900–
PIEVERSEPieverseEthereum1.5311.3632-10.96%–pending––1.4437k–
TAOBittensorBittensor319.68284.7596-10.92%–pending––1.449.4M–
CYSCysicBase0.16890.150476-10.91%–pending––0.63144k–
ZCATAnonymous CatSolana0.063090.056232-10.87%–pending––1.00148k–
GGravity (by Galxe)Ethereum0.0055540.004951-10.85%–pending––1.1848k–
ARArweaveArweave4.7134.2033-10.81%–pending––1.45111k–
AGIDelysiumEthereum0.0077920.00695-10.81%–pending––1.6927k–
PROPSPropbaseEthereum0.0069880.006233-10.80%–pending––0.35220k–
ETHFIEther.fiEthereum0.7190.641412-10.79%–pending––1.23383k–
ZKZKsyncEthereum0.0131920.011774-10.75%–pending––1.31262k–
ZROLayerZeroEthereum1.64341.4672-10.72%–pending––0.67809k–
SOONSOONSolana0.32860.293487-10.69%–pending––0.496,470–
METRONOMEMETRONOME0.381390.340824-10.64%–pending––1.3282k–
VELOVeloStellar0.03590.032084-10.63%–pending––1.26144k–
MCNMCNCOINBinance Smart Chain0.1210.108167-10.61%–pending––0.1813k–
VTHOVeThornative0.000753110.000673309-10.60%–pending––0.35587k–
HOOKRHookr.funRobinhood0.010160.009084-10.59%–pending––6.5389k–
PYTHPyth NetworkSolana0.083440.07463-10.56%–pending––0.66574k–
AEROAerodrome FinanceBase0.840880.752322-10.53%–pending––1.175.3M–
AURORAAuroraEthereum0.0686890.061474-10.50%–pending––2.8929k–
ZORAZoraBase0.0086250.007723-10.46%–pending––1.17852k–
TENDIESTENDIESRobinhood0.0103030.009226-10.45%–pending––1.9872k–
QIBENQIAvalanche0.0028350.002539-10.45%–pending––0.6232k–
SLCSilencioBase0.0001267310.000113507-10.43%–pending––0.9154k–
ATSAlltoscanBinance Smart Chain0.047030.042156-10.36%–pending––0.2583k–
BKNBrickkenEthereum0.133780.119981-10.31%–pending––0.98116k–
AVaultanative0.10390.093186-10.31%–pending––0.9843k–
ENAEthenaEthereum0.272460.244456-10.28%–pending––1.735.4M–
XAIXaiArbitrum0.009740.008741-10.26%–pending––0.78271–
MARSCOINMarsCoinBinance Smart Chain0.12330.110722-10.20%–pending––1.0022.0M–
OPOptimismOptimism0.1491010.133916-10.18%–pending––1.38152k–
VETVeChainVeChain0.0092070.00827-10.18%–pending––1.10800k–
GRTThe GraphEthereum0.0359290.032279-10.16%–pending––1.21390k–
CHIPUSD.AIEthereum0.0465840.041866-10.13%–pending––1.61205k–
BLURBlurEthereum0.0210780.018946-10.12%–pending––1.1219k–
UNIUniswapEthereum9.67638.7019-10.07%–pending––1.2119.7M–
BNKRBankrCoinBase0.00045430.000408685-10.04%–pending––1.60376k–
MSTRXMicroStrategy xStockEthereum160.89144.8051-10.00%–pending––1.84359k–
CETUSCetus ProtocolSui0.030760.02769-9.98%–pending––1.013,722–
KCTKonnectEthereum0.0007040.0006338-9.97%–pending––0.17139k–
PONDMarlinEthereum0.0016180.001457-9.92%–pending––1.1417k–
NUMNumbers ProtocolEthereum0.0030830.002778-9.91%–pending––0.6525–
PAIRPairPunkSolana0.0041510.00374-9.91%–pending––1.00116k–
CAKEPancakeSwapEthereum2.8322.5537-9.83%–pending––0.69283k–
SUPERSuperVerseEthereum0.200090.180451-9.82%–pending––1.13228k–
BERTBertram The PomeranianSolana0.0165330.014912-9.80%–pending––2.0827k–
AVAXAvalancheAvalanche10.9049.8383-9.77%–pending––0.976.3M–
WEMIXWEMIXnative0.19680.177596-9.76%–pending––0.10949–
DEFIDeFiEthereum0.00013830.000124811-9.75%–pending––0.5252k–
THEThenaBinance Smart Chain0.08340.075274-9.74%–pending––0.79776k–
USUALUsualEthereum0.015110.013639-9.74%–pending––1.227,795–
KASKaspaKaspa0.046920.042354-9.73%–pending––1.07876k–
FLUXFluxnative0.075120.067817-9.72%–pending––0.9223k–
NILNillionEthereum0.09920.089575-9.70%–pending––0.6097k–
AIOTOKZOOBinance Smart Chain0.0606480.05477-9.69%–pending––0.2256k–
GRIFFAINGRIFFAINSolana0.017620.015914-9.68%–pending––0.9814k–
MOOMemory cow MooRobinhood0.012120.010954-9.62%–pending––1.00109k–
BATONbatonSolana0.0029440.002661-9.60%–pending––1.0096k–
ACPArena Of FaithEthereum0.0032220.002914-9.57%–pending––0.5829k–
STONKSStonks on ETHEthereum0.0008040.000727149-9.56%–pending––1.00113k–
BONKBonkEthereum0.000003740.000003384-9.51%–pending––1.561.6M–
BASECATBasecatBase0.015920.014408-9.50%–pending––2.771.1M–
BTWBitwayEthereum1.22071.1049-9.49%–pending––-1.982.6M–
METMeteoraSolana0.38120.34507-9.48%–pending––1.32326k–
PENDLEPendleEthereum2.63232.3837-9.45%–pending––0.991.4M–
ZENHorizenBase7.8647.1223-9.43%–pending––1.26593k–
ARRRPirate Chainnative0.31020.28098-9.42%–pending––0.6260k–
NEARNEAR ProtocolNEAR5.38444.8772-9.42%–pending––1.1820.2M–
SONICSonic SVMSolana0.0327150.02964-9.40%–pending––1.17295–
YGGYield Guild GamesEthereum0.02820.02556-9.36%–pending––1.0119k–
INJInjectiveEthereum7.797.0618-9.35%–pending––1.273.1M–
IMXImmutableEthereum0.190680.172909-9.32%–pending––1.09180k–
BROCCOLICZ's DogBinance Smart Chain0.028230.025602-9.31%–pending––0.6979k–
ICPInternet ComputerEthereum3.14592.8531-9.31%–pending––0.813.2M–
MTLMetal DAOMetal L20.34130.309667-9.27%–pending––1.08259k–
BRBedrockEthereum0.928840.842845-9.26%–pending––1.88419k–
INITInitiaInitia0.08970.08142-9.23%–pending––0.7210k–
SPKSparkEthereum0.024310.022078-9.18%–pending––0.94266k–
RIORealio Network TokenEthereum0.069840.063434-9.17%–pending––1.6133k–
TRBTellor TributesEthereum19.5217.7306-9.17%–pending––1.25174k–
MAMEMame InuBinance Smart Chain0.0008370.000760345-9.16%–pending––1.2251k–
SNEKSnekCardano0.000590.000536005-9.15%–pending––2.0212k–
DGAIDGrid AIArbitrum1.01360.921461-9.09%–pending––1.82631k–
FRONGfrongRobinhood0.0049220.004475-9.08%–pending––0.5599k–
MANTLE?0.67610.614745-9.07%–pending––0.83370k–
IQIQEthereum0.00096260.000875357-9.06%–pending––0.558,849–
KMNOKaminoSolana0.048630.044231-9.05%–pending––0.9883k–
QNTQuantEthereum286.21260.372-9.03%–pending––0.63458k–
IDSPACE IDEthereum0.040.03639-9.03%–pending––0.80356k–
ALEPHAleph CloudEthereum0.013920.012668-8.99%–pending––0.3322k–
PROMPromEthereum6.3475.7768-8.98%–pending––0.455.8M–
ZILZilliqaBinance Smart Chain0.0043130.003926-8.97%–pending––0.564,573–
VELODROMEVELODROME0.035750.032545-8.97%–pending––1.266,764–
AMPAmpEthereum0.00066350.000604032-8.96%–pending––0.71146k–
XPLPlasmanative0.106090.096582-8.96%–pending––1.711.3M–
44Binance Smart Chain0.0226860.020663-8.92%–pending––0.88490k–
SKRSeekerSolana0.0187020.017035-8.91%–pending––0.62354k–
BFCBifrostEthereum0.0299240.027258-8.91%–pending––-0.59827–
STXStacksnative0.33850.308604-8.83%–pending––1.46967k–
AINInfinity GroundBinance Smart Chain0.021210.019337-8.83%–pending––0.3715k–
LDOLido DAOEthereum0.494120.4505-8.83%–pending––0.91367k–
TIACelestiaCosmos0.50970.464725-8.82%–pending––1.361.1M–
CKBNervos Networknative0.0013640.001243-8.82%–pending––1.061,077–
PUNDIXPundi XEthereum0.12320.112337-8.82%–pending––0.9826k–
DRIFTDrift ProtocolSolana0.019890.018138-8.81%–pending––0.80129k–
KOMAKoma InuBinance Smart Chain0.0200550.018294-8.78%–pending––0.38144k–
DBRdeBridgeSolana0.022640.020657-8.76%–pending––0.1630k–
SCSiacoinnative0.001160.001059-8.75%–pending––0.6058k–
RUNETHORChainTHORChain0.7630.696727-8.69%–pending––1.0458k–
VRAVerasityEthereum0.0000162290.00001483-8.62%–pending––1.2921k–
UAIUnifAI NetworkBinance Smart Chain0.314340.287243-8.62%–pending––-0.33601k–
RPLRocket PoolEthereum2.11.9196-8.59%–pending––1.1136k–
MUBARAKMubarakBinance Smart Chain0.053620.049015-8.59%–pending––0.8424k–
COOLHYPE3.coolSolana0.0012890.001179-8.54%–pending––1.00108k–
HIGHHighstreetEthereum0.035390.032376-8.52%–pending––0.85134k–
REZRenzoEthereum0.0043510.003981-8.50%–pending––0.67245k–
TMXTermMaxEthereum0.010780.009864-8.49%–pending––2.048,035–
ZRCZircuitEthereum0.0011580.00106-8.42%–pending––1.700–
SPCMSPACEM WORLDAvalanche0.00067430.000617683-8.40%–pending––0.04217k–
WAXPWAXEthereum0.0063840.005849-8.38%–pending––0.7714k–
PURRPurrHyperliquid0.161210.147706-8.38%–pending––2.2352k–
KSMKusamaHydration4.794.3899-8.35%–pending––0.88110k–
LCXLCXEthereum0.03290.030156-8.34%–pending––0.7499k–
PUMPPump.funSolana0.0051590.004734-8.24%–pending––0.883.2M–
KAITOKAITOBase0.36030.330635-8.23%–pending––0.92146k–
HAEDALHaedal ProtocolSui0.021930.02013-8.21%–pending––0.81134k–
DYMDymensionOsmosis0.0210.019279-8.20%–pending––0.9110k–
ZETAZetaChainEthereum0.0531710.048825-8.17%–pending––1.5922k–
ONDOOndoEthereum0.588070.540025-8.17%–pending––1.236.2M–
ESEEeseeEthereum0.0047880.004397-8.16%–pending––-0.2447k–
QKCQuarkChainEthereum0.0029920.002748-8.15%–pending––0.75179k–
CELOCeloCelo0.09780.089834-8.15%–pending––0.9018k–
0G0GEthereum0.2620.240697-8.13%–pending––0.9456k–
ONGOntology Gasnative0.0956850.087909-8.13%–pending––0.89409–
ZZZZZZRobinhood0.022070.020279-8.12%–pending––1.0091k–
KLVKleverKlever Blockchain0.00070180.000644941-8.10%–pending––-0.0757k–
FILFilecoinFilecoin1.141.0477-8.10%–pending––1.142.8M–
BIGTIMEBig TimeEthereum0.009720.008935-8.08%–pending––0.8126k–
ALUAlturaBase0.0056640.005207-8.08%–pending––1.6538k–
AIOZAIOZ NetworkEthereum0.12730.117024-8.07%–pending––1.71268k–
HEMIHemiEthereum0.0061950.005698-8.03%–pending––1.611,206–
ALICEMy Neighbor AliceEthereum0.158910.14617-8.02%–pending––0.6640k–
FOLDThe InterfoldEthereum0.069030.063498-8.01%–pending––0.4873k–
CBETHCoinbase Wrapped Staked ETHEthereum3,066.542,821.09-8.00%–pending––1.20401k–
VELVETVelvetBase0.05860.053913-8.00%–pending––-0.6845k–
ALPHAlephiumEthereum0.060820.055957-8.00%–pending––0.5963k–
TRUMPOfficial TrumpSolana2.1241.9543-7.99%–pending––1.183.8M–
PROVESuccinctEthereum0.23560.216837-7.96%–pending––0.56102k–
TREETreeEthereum0.049710.045763-7.94%–pending––0.9178k–
DEEPDeepBookSui0.024030.022125-7.93%–pending––1.3677k–
EDENOpenEdenEthereum0.063370.058349-7.92%–pending––0.95699k–
ALGOAlgorandAlgorand0.11960.110168-7.89%–pending––0.991.6M–
B3B3 (Base)Base0.00084650.000779848-7.87%–pending––0.77252k–
NCTPolySwarmEthereum0.010810.00996-7.86%–pending––0.9194k–
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.