8=======>

2026-10-03 · +30d

lstm_s4 · test · 990 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 990 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
KNOTSKNOTSSolana0.0025350.001511-40.40%–pending––1.0048k–
MINTMintanaSolana0.25590.186205-27.24%–pending––1.00556k–
AINInfinity GroundBinance Smart Chain0.042650.033288-21.95%–pending––0.1623k–
NEONNeonSolana0.0232750.01945-16.44%–pending––-0.2718k–
PUBLICPublicAINEAR0.0119470.010154-15.01%–pending––0.2557k–
RAYRaydiumSolana2.08291.7705-15.00%–pending––1.221.9M–
PAIDPaidSolana0.0068090.00582-14.52%–pending––1.00227k–
AKEAkedoBinance Smart Chain0.0347010.029674-14.49%–pending––-1.141.5M–
GPGraphite ProtocolSolana0.0038140.003269-14.28%–pending––1.0070k–
BLASTBlastBlast0.0001136750.000097535-14.20%–pending––0.9456k–
HFTHashflowEthereum0.0083850.007196-14.18%–pending––0.59126k–
NATIXNATIX NetworkSolana0.0002028950.000174461-14.01%–pending––1.2028k–
LONGXIA?0.0499450.043033-13.84%–pending––0.486.3M–
PODDolphinBase0.783750.676398-13.70%–pending––1.3048k–
SPKSparkEthereum0.0251350.021729-13.55%–pending––0.97273k–
NILNillionEthereum0.082450.071318-13.50%–pending––0.59120k–
BRBedrockEthereum0.527420.458009-13.16%–pending––2.04831k–
ARBArbitrumEthereum0.2013750.174928-13.13%–pending––1.516.3M–
ALLOAlloraEthereum0.26620.23148-13.04%–pending––-0.09192k–
CHIRPChirper AISolana0.0067320.005855-13.04%–pending––1.3823k–
SHROOMMUSHROOMRobinhood0.0134350.011699-12.93%–pending––1.00127k–
SSonicnative0.0433950.037831-12.82%–pending––1.23263k–
ALEOALEOBinance Smart Chain0.0301130.02627-12.76%–pending––0.2793k–
PIVXPIVXnative0.0632820.055211-12.75%–pending––0.2353k–
DRVDeriveEthereum0.384530.335694-12.70%–pending––1.611.5M–
NPCNon-Playable CoinEthereum0.0215170.018786-12.69%–pending––1.83211k–
SAGASagaSaga0.0233550.020445-12.46%–pending––0.47158k–
REDRedStoneEthereum0.180750.158311-12.41%–pending––1.14144k–
AURORAAuroraEthereum0.0610340.053471-12.39%–pending––2.99170k–
EDGEedgeXEthereum0.1031250.090406-12.33%–pending––0.63214k–
USELESSUseless CoinSolana0.239860.210282-12.33%–pending––2.5310.3M–
DSYNCDestra NetworkEthereum0.0111190.009753-12.29%–pending––1.7955k–
GTCGitcoinEthereum0.11490.100816-12.26%–pending––0.939,828–
ORBIOOrbio.soRobinhood0.1060730.093143-12.19%–pending––1.29103k–
ARKARKnative0.2311850.203149-12.13%–pending––0.96944–
MUSEBOOKmusebookRobinhood0.000039790.000035004-12.03%–pending––1.00186k–
SANDThe SandboxEthereum0.07510.066081-12.01%–pending––0.97128k–
WODWorld of DypiansBinance Smart Chain0.0056280.004953-12.00%–pending––0.2932k–
OTCOTCSolana0.0064630.005689-11.97%–pending––3.6550k–
QIBENQIAvalanche0.0029060.002558-11.96%–pending––0.5350k–
EDELEdelEthereum0.0476250.041938-11.94%–pending––0.80163k–
STXStacksnative0.38430.33841-11.94%–pending––1.49967k–
FIROFironative1.08570.956064-11.94%–pending––0.8296k–
CLOREClore.ainative0.0031420.002768-11.91%–pending––0.2857k–
QNTQuantEthereum256.96226.363-11.91%–pending––0.67597k–
NEXANexanative0.0000011380.000001003-11.89%–pending––-0.2366k–
PONDMarlinEthereum0.0016130.001423-11.81%–pending––1.0017k–
NOSNosanaSolana0.63550.560537-11.80%–pending––1.0548k–
SYNSynapseEthereum0.18590.164057-11.75%–pending––1.50136k–
PINPinLinkEthereum0.079880.07059-11.63%–pending––2.9764k–
TREADTread.fiEthereum1.20221.0625-11.62%–pending––1.00318k–
KSKDKaskadIgra0.0034360.003036-11.62%–pending––-0.1231k–
SPCMSPACEM WORLDAvalanche0.00082560.000729686-11.62%–pending––0.26217k–
B3B3 (Base)Base0.00078540.000694187-11.61%–pending––0.77333k–
OWLOwlto FinanceBinance Smart Chain0.0014880.001315-11.61%–pending––2.1057k–
CHEQCHEQD NetworkEthereum0.0022670.002005-11.57%–pending––0.3833k–
STRKStarknetEthereum0.0542450.04799-11.53%–pending––1.53731k–
ACEFusionistBinance Smart Chain0.182950.16189-11.51%–pending––-0.323.5M–
MHAMagic HashBinance Smart Chain0.0073250.006482-11.51%–pending––1.001.4M–
ETNElectroneumnative0.0020960.001857-11.37%–pending––0.6581k–
HONEYHivemapperSolana0.0016960.001504-11.35%–pending––0.5684k–
FLOCKFLOCKEthereum0.063190.056031-11.33%–pending––1.14790k–
DIMODIMOEthereum0.0242050.02147-11.30%–pending––0.2143k–
BPBackpackSolana1.26191.1195-11.29%–pending––1.28183k–
FUSEFuseEthereum0.0077430.006869-11.29%–pending––0.4843k–
COQCoq InuAvalanche1.53e-71.35e-7-11.27%–pending––1.5112k–
VELVETVelvetBase0.07770.068959-11.25%–pending––-0.0536k–
SOONSOONSolana0.3710.32953-11.18%–pending––0.397,350–
NIGHTMidnightCardano0.0478350.042523-11.10%–pending––1.24464k–
GLMRMoonbeamBase0.0125850.011192-11.07%–pending––0.6441k–
XCNOnyxcoinEthereum0.0048570.004323-11.01%–pending––1.081.0M–
RARESuperRareEthereum0.0172290.015337-10.98%–pending––0.80147k–
ARArweaveArweave4.52154.026-10.96%–pending––1.57126k–
CYSCysicBase0.162950.145165-10.91%–pending––0.83112k–
NOMNominaEthereum0.0023810.002123-10.86%–pending––0.68275k–
RHEARHEASolana0.0827150.073739-10.85%–pending––1.88104k–
METMeteoraSolana0.30490.271945-10.81%–pending––1.35427k–
QFIQuantix FinanceTron18.893516.855-10.79%–pending––1.5174k–
AIINUAI INUSolana0.1349990.120438-10.79%–pending––0.47154k–
ALGOAlgorandAlgorand0.1313050.117158-10.77%–pending––0.911.7M–
SEISeiSei0.0716650.063964-10.75%–pending––1.121.4M–
BROCCOLI714?0.026170.023363-10.73%–pending––0.711.0M–
PEAQpeaqEthereum0.0440050.039292-10.71%–pending––0.94249k–
ZAMAZamaEthereum0.0885450.079099-10.67%–pending––1.37522k–
GOATEDGOAT NetworkBinance Smart Chain0.0145230.01298-10.63%–pending––-0.0526k–
RIORealio Network TokenEthereum0.0720150.064388-10.59%–pending––1.4946k–
ALEPHAleph CloudEthereum0.017950.016052-10.57%–pending––0.3340k–
RUNETHORChainTHORChain0.74450.665781-10.57%–pending––1.0290k–
RWAINC?0.002560.00229-10.54%–pending––0.657,575–
AICAI CompanionsBinance Smart Chain0.0342770.03067-10.52%–pending––-0.4063k–
VVVVenice TokenBase28.077825.1297-10.50%–pending––0.899.5M–
DRIFTDrift ProtocolSolana0.0201450.018032-10.49%–pending––0.86149k–
SUEcat wif helmetSolana0.00071880.000643636-10.46%–pending––4.7399k–
AOao Computernative4.8764.3665-10.45%–pending––1.3560k–
BNKRBankrCoinBase0.00041220.000369293-10.41%–pending––1.63429k–
MSTRXMicroStrategy xStockEthereum163.3146.3039-10.41%–pending––1.78388k–
PROPSPropbaseEthereum0.006880.006164-10.40%–pending––0.35229k–
AVTAventusEthereum0.267990.240149-10.39%–pending––-0.3238k–
BREWBREWBinance Smart Chain0.010010.008971-10.38%–pending––1.00162k–
UNIUniswapEthereum9.05068.1131-10.36%–pending––1.2119.2M–
MOVRMoonriverBase1.91781.7201-10.31%–pending––1.4243k–
CHRChromiaEthereum0.0227150.020376-10.30%–pending––1.114,707–
GRASSGrassSolana0.716950.643322-10.27%–pending––1.16218k–
LSKLiskEthereum0.27540.247176-10.25%–pending––0.08353k–
BULLABULLABinance Smart Chain0.0809480.072657-10.24%–pending––0.96291k–
PYTHPyth NetworkSolana0.078040.070055-10.23%–pending––0.69656k–
MUBARAKMubarakBinance Smart Chain0.0636950.057178-10.23%–pending––0.9238k–
CChainbaseBase0.099150.089054-10.18%–pending––1.02424k–
ENAEthenaEthereum0.2391750.214833-10.18%–pending––1.696.1M–
GSTOCKGstockBinance Smart Chain0.0150880.013556-10.15%–pending––1.00119k–
METRONOMEMETRONOME0.3048850.274016-10.12%–pending––1.3492k–
AGIDelysiumEthereum0.0070710.006355-10.12%–pending––1.7727k–
COLLECTCollect on FanableBinance Smart Chain0.0206150.018537-10.08%–pending––0.7769k–
4STOCK4StockBinance Smart Chain0.0073640.006622-10.07%–pending––1.00383k–
IOTAIOTAIOTA0.054350.048878-10.07%–pending––1.35833k–
MTLMetal DAOMetal L20.318550.286575-10.04%–pending––1.10270k–
STAYSTAYNEXBinance Smart Chain0.000007850.000007063-10.02%–pending––0.2137k–
SUTSuper TrustPolygon0.31710.285444-9.98%–pending––0.46101k–
IMXImmutableEthereum0.1837350.165572-9.89%–pending––1.06233k–
AGTAVATAGOBinance Smart Chain0.0245410.022129-9.83%–pending––-0.1116k–
CVCCivicEthereum0.0298730.026938-9.83%–pending––0.7474k–
WIFdogwifhatSolana0.25120.226529-9.82%–pending––1.78695k–
PNGPangolinAvalanche0.0344950.031108-9.82%–pending––0.6155k–
XTZTezosTezos0.322190.290633-9.79%–pending––1.02200k–
WWormholeEthereum0.0137940.012443-9.79%–pending––1.00109k–
VTHOVeThornative0.000657260.000593-9.78%–pending––0.33587k–
SUISuiSui1.18361.0679-9.77%–pending––1.4727.4M–
PLUMEPlumeEthereum0.0179650.016212-9.76%–pending––0.99399k–
GRTThe GraphEthereum0.0282880.025534-9.74%–pending––1.29471k–
ZESTZest ProtocolEthereum0.1893450.170911-9.74%–pending––0.50175k–
DELTADeltaRobinhood0.0179370.016191-9.73%–pending––3.57131k–
HNTHeliumSolana0.510850.461245-9.71%–pending––1.25902k–
CATECateCoinBinance Smart Chain0.0661790.059757-9.70%–pending––4.39286k–
DASHDashDash59.31553.5692-9.69%–pending––1.104.2M–
PAALPAAL AIEthereum0.0122960.011105-9.69%–pending––1.7168k–
BLUECHIPBLUE CHIPBase0.008480.00766-9.67%–pending––1.00370k–
KOMAKoma InuBinance Smart Chain0.020060.018124-9.65%–pending––0.41165k–
CELRCeler NetworkEthereum0.0031380.002836-9.63%–pending––0.785,643–
MANADecentralandEthereum0.1044350.094408-9.60%–pending––0.70491k–
BATONbatonSolana0.0037330.003375-9.59%–pending––1.00115k–
9BITThe9bitSolana0.0646790.058487-9.57%–pending––-1.81603k–
COMPCompoundEthereum25.39522.9651-9.57%–pending––0.90244k–
CROSSCROSS0.14720.133142-9.55%–pending––0.1463k–
PHAPHALAEthereum0.0695150.06288-9.54%–pending––1.2896k–
PENDLEPendleEthereum2.4082.1782-9.54%–pending––1.001.4M–
NAKANakamoto GamesPolygon0.127590.115427-9.53%–pending––0.61114k–
ALPHAlephiumEthereum0.0828450.074988-9.48%–pending––0.5464k–
FILFilecoinFilecoin1.06690.965739-9.48%–pending––1.142.6M–
SNEKSnekCardano0.0006370.000576639-9.48%–pending––1.9915k–
USTalusSui0.0198050.017928-9.48%–pending––0.7853k–
TUTTutorialBinance Smart Chain0.0248350.022484-9.47%–pending––0.934.3M–
STEEMSteemnative0.0638650.057823-9.46%–pending––0.61536k–
SHXStrongholdEthereum0.0071280.006453-9.46%–pending––1.08114k–
BENBENBinance Smart Chain0.000510.000461835-9.44%–pending––1.0096k–
NEARNEAR ProtocolNEAR4.8324.3767-9.42%–pending––1.1541.9M–
PURRPurrHyperliquid0.1692150.153309-9.40%–pending––2.3052k–
BTWBitwayEthereum1.03770.940179-9.40%–pending––-1.773.6M–
NOCKNockchainBase0.019370.017556-9.37%–pending––1.3844k–
CETUSCetus ProtocolSui0.0279550.025339-9.36%–pending––1.044,021–
AIOZAIOZ NetworkEthereum0.110320.099998-9.36%–pending––1.76449k–
ZECZcashZcash1,304.981,183.04-9.34%–pending––1.68153.1M–
ZENHorizenBase6.9646.3188-9.26%–pending––1.30743k–
RENDERRenderEthereum1.98751.8041-9.23%–pending––1.142.1M–
SKRSeekerSolana0.0176230.015998-9.22%–pending––0.65283k–
WLDWorldcoinEthereum0.597850.542789-9.21%–pending––1.271.5M–
CPOOLClearpoolEthereum0.0368950.0335-9.20%–pending––1.02112k–
PUFFERPufferEthereum0.0243580.022122-9.18%–pending––1.084,177–
CAPCapEthereum0.0690350.062704-9.17%–pending––-1.10339k–
HMMThinking CatRobinhood0.0147970.013443-9.15%–pending––3.4767k–
POWRPowerledgerEthereum0.069350.063016-9.13%–pending––0.4277k–
OMIECOMIEthereum0.0003080.000279889-9.13%–pending––0.7113k–
COOLHYPE3.coolSolana0.00056460.000513073-9.13%–pending––1.0070k–
AVAXAvalancheAvalanche11.12310.108-9.13%–pending––1.0014.6M–
ZKZKsyncEthereum0.0132340.012028-9.12%–pending––1.32254k–
KMNOKaminoSolana0.040590.036899-9.09%–pending––1.01151k–
FLUXFluxnative0.074930.06812-9.09%–pending––0.9422k–
KAVAKavaBinance Smart Chain0.06860.062379-9.07%–pending––0.2831k–
ALCHAlchemist AISolana0.04950.045026-9.04%–pending––1.292,723–
GHXGamerCoinEthereum0.011660.010609-9.01%–pending––0.5751k–
TRACOriginTrailEthereum0.46820.425995-9.01%–pending––1.07485k–
PROSPharosnative0.718250.653532-9.01%–pending––0.45192k–
MAMEMame InuBinance Smart Chain0.0013690.001247-8.95%–pending––1.0251k–
GAIBGAIBEthereum0.0223750.020372-8.95%–pending––-0.565,094–
KERNELKernelDAOEthereum0.0544920.049616-8.95%–pending––1.0825k–
BCHBitcoin CashBitcoin Cash319.925291.3983-8.92%–pending––1.394.0M–
AIOTOKZOOBinance Smart Chain0.0605110.05512-8.91%–pending––0.3257k–
TThreshold NetworkEthereum0.0054990.00501-8.88%–pending––0.4556k–
SHDWShadow TokenSolana0.027310.024886-8.88%–pending––0.9711k–
ANDYETH?0.0000128420.000011703-8.87%–pending––2.6951k–
TIACelestiaCosmos0.472950.430984-8.87%–pending––1.331.1M–
QUBICQubicnative5.80e-75.29e-7-8.86%–pending––0.23163k–
CNPYCanopyBinance Smart Chain0.29230.266456-8.84%–pending––1.00692k–
SOCKSockBinance Smart Chain0.000139950.000127587-8.83%–pending––1.0065k–
SKYSkyEthereum0.090820.082799-8.83%–pending––0.96594k–
ARXArciumSolana0.28190.257154-8.78%–pending––0.54311k–
CLOUDDeCloudEthereum0.065050.059352-8.76%–pending––0.293,540–
INJInjectiveEthereum7.6787.0068-8.74%–pending––1.293.6M–
WPAYWPAYPolygon0.8618850.786617-8.73%–pending––0.081.8M–
ZETAZetaChainEthereum0.0492590.044959-8.73%–pending––1.5920k–
DEEPDeepBookSui0.0238350.021757-8.72%–pending––1.2986k–
BONKBonkEthereum0.0000037950.000003464-8.71%–pending––1.551.9M–
MINAMina Protocolnative0.163910.149649-8.70%–pending––1.18833k–
STONKSStonks on ETHEthereum0.00073640.000672331-8.70%–pending––1.0093k–
AEROAerodrome FinanceBase0.8477950.774068-8.70%–pending––1.176.8M–
LAPTOPHunter Biden's LaptopBase0.074050.067611-8.70%–pending––1.00231k–
JUGGERNAUTThe JuggernautRobinhood0.0051260.004681-8.69%–pending––0.9062k–
HOOKRHookr.funRobinhood0.0239060.021831-8.68%–pending––6.4089k–
ONDOOndoEthereum0.501540.458078-8.67%–pending––1.289.2M–
KITEKiteEthereum0.150880.137861-8.63%–pending––0.70113k–
BROCCOLICZ's DogBinance Smart Chain0.026160.023911-8.60%–pending––0.71101k–
PUMPPump.funSolana0.0062710.005732-8.59%–pending––0.843.3M–
SUPERSuperVerseEthereum0.2608850.238489-8.58%–pending––1.18316k–
HIGHHighstreetEthereum0.0386750.035371-8.54%–pending––0.75131k–
API3Api3Ethereum0.2943450.269226-8.53%–pending––0.80119k–
KAIOKAIOEthereum0.0193050.017659-8.53%–pending––0.2519k–
SHAREShareXBinance Smart Chain0.72180.660434-8.50%–pending––0.0163k–
VELOVeloStellar0.0374550.034278-8.48%–pending––1.21152k–
TRBTellor TributesEthereum20.55518.8154-8.46%–pending––1.20229k–
CELOCeloCelo0.100150.091683-8.45%–pending––0.8221k–
BKNBrickkenEthereum0.117420.107519-8.43%–pending––1.03129k–
KSMKusamaHydration5.2154.7753-8.43%–pending––0.85137k–
JUPJupiterSolana0.328750.301032-8.43%–pending––1.261.2M–
JUPITER?0.32890.301206-8.42%–pending––1.26802k–
SYRUPMaple FinanceEthereum0.25850.236757-8.41%–pending––1.111.0M–
FLUIDFluidEthereum1.7081.565-8.37%–pending––1.0233k–
GRIFFAINGRIFFAINSolana0.0166450.015254-8.36%–pending––0.9216k–
BFCBifrostEthereum0.0277180.025402-8.36%–pending––-0.571,504–
VELODROMEVELODROME0.037360.03424-8.35%–pending––1.2111k–
AMPAmpEthereum0.000635150.000582109-8.35%–pending––0.70153k–
MORPHOMorphoEthereum2.74892.5194-8.35%–pending––0.711.5M–
OPOptimismOptimism0.1362960.12493-8.34%–pending––1.41171k–
ICPInternet ComputerEthereum3.36083.0807-8.33%–pending––0.773.8M–
SCSiacoinnative0.0010280.000942862-8.33%–pending––0.6361k–
MCATMarscat TokenBinance Smart Chain0.7043550.645972-8.29%–pending––1.001.8M–
AXLAxelarEthereum0.055050.050497-8.27%–pending––1.07120k–
FOLDThe InterfoldEthereum0.0728250.066816-8.25%–pending––0.5765k–
MEWcat in a dogs worldSolana0.0005370.000492746-8.24%–pending––1.4313k–
ETHFIEther.fiEthereum0.72450.665097-8.20%–pending––1.16532k–
OPTIMOptimism0.1363650.125189-8.20%–pending––1.41897k–
GODSGods UnchainedEthereum0.0253650.023287-8.19%–pending––0.2430k–
CHEXChintaiEthereum0.0153550.014097-8.19%–pending––0.5711k–
ARRRPirate Chainnative0.30560.280572-8.19%–pending––0.6960k–
OGPUOPEN GPUEthereum0.041080.037724-8.17%–pending––1.0512k–
UBIKubikRobinhood0.0184770.016971-8.15%–pending––2.5756k–
LINKChainlinkEthereum14.112512.963-8.15%–pending––1.1822.8M–
GEODGeodnetSolana0.28620.263064-8.08%–pending––0.61174k–
PROMPromEthereum6.2765.7688-8.08%–pending––0.463.4M–
BEAMBeamEthereum0.0021360.001964-8.08%–pending––1.0520k–
EPICEpic Private Internet Cashnative0.509550.468403-8.08%–pending––0.9123k–
HBARHederaHedera0.101970.093771-8.04%–pending––0.837.7M–
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.