8=======>

2026-10-11 · +30d

lstm_s4 · test · 995 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 995 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
MINTMintanaSolana0.0177750.006382-64.10%–pending––1.00556k–
BLASTBlastBlast0.0000300150.000013129-56.26%–pending––1.5170k–
DUSTDust ProtocolEthereum9.1434.4752-51.05%–pending––1.00718k–
MOEMOEMantle0.0007030.000427918-39.13%–pending––1.0044k–
TICSQubeticsnative0.0010970.00079331-27.65%–pending––1.2794k–
OBIOrbofi AIEthereum0.000339150.000251627-25.81%–pending––0.392,460–
EACC?0.0019930.001571-21.17%–pending––1.00171k–
SHAREShareXBinance Smart Chain2.3541.9402-17.58%–pending––-0.1568k–
BASECATBasecatBase0.016780.013948-16.88%–pending––2.59690k–
ZEUSZeus NetworkSolana0.010170.008492-16.50%–pending––0.038,247–
STRKStarknetEthereum0.1229450.104437-15.05%–pending––1.621.1M–
COOLHYPE3.coolSolana0.001380.001176-14.81%–pending––1.0066k–
RAYRaydiumSolana2.40642.0504-14.79%–pending––1.071.7M–
SSonicnative0.060860.05206-14.46%–pending––1.28368k–
ELIZAOSElizaOSEthereum0.00053350.00045722-14.30%–pending––0.072,104–
BATONbatonSolana0.0164120.014091-14.14%–pending––1.00185k–
PUBLICPublicAINEAR0.0086210.007437-13.74%–pending––0.0982k–
ALEOALEOBinance Smart Chain0.0332290.0287-13.63%–pending––0.19313k–
GTCGitcoinEthereum0.18110.156997-13.31%–pending––0.8026k–
NOSNosanaSolana0.600150.521685-13.07%–pending––1.23100k–
MAMEMame InuBinance Smart Chain0.0029120.002534-13.00%–pending––0.9551k–
PARTIParticle NetworkBase0.034520.030035-12.99%–pending––0.4029k–
ACEFusionistBinance Smart Chain0.189150.164697-12.93%–pending––-0.295.3M–
NILNillionEthereum0.093250.081235-12.88%–pending––0.57379k–
PUMPBTCpumpBTCEthereum0.0024790.00216-12.86%–pending––1.2153k–
ANVLAnvilEthereum0.0011490.001002-12.83%–pending––0.4047k–
NATIXNATIX NetworkSolana0.000253360.000221139-12.72%–pending––1.2929k–
KNOTSKNOTSSolana0.00450.003933-12.58%–pending––4.4348k–
MAGICTreasureEthereum0.1375450.120321-12.52%–pending––0.9885k–
EDGEedgeXEthereum0.1137250.099555-12.46%–pending––0.77374k–
PONDMarlinEthereum0.0016350.001431-12.45%–pending––0.9634k–
CELLCellframeEthereum0.0672750.058915-12.43%–pending––0.6756k–
XDCXDC Networknative0.0349450.030605-12.42%–pending––0.63732k–
BELIEVEBelieveSolana0.0022450.001966-12.39%–pending––-0.0327k–
ORAIOraichainEthereum0.629930.553129-12.19%–pending––0.8414k–
QIBENQIAvalanche0.0028290.002485-12.17%–pending––0.5599k–
SOONSOONSolana0.309550.271869-12.17%–pending––0.407,973–
HONEYHivemapperSolana0.0024840.002188-11.93%–pending––0.57149k–
ARBArbitrumEthereum0.199210.175476-11.91%–pending––1.535.0M–
CLOREClore.ainative0.0028010.002468-11.89%–pending––0.3358k–
AURORAAuroraEthereum0.0615890.054269-11.89%–pending––2.97270k–
OTCOTCSolana0.006430.005672-11.78%–pending––3.2250k–
RLCiExec RLCEthereum1.04140.918948-11.76%–pending––0.6730k–
AKEAkedoBinance Smart Chain0.0259620.022912-11.75%–pending––-1.19991k–
DSYNCDestra NetworkEthereum0.0089340.007886-11.73%–pending––1.8958k–
OWLOwlto FinanceBinance Smart Chain0.0015530.001371-11.71%–pending––1.3160k–
ALLOAlloraEthereum0.244550.21595-11.69%–pending––0.10121k–
GMGM.AISolana0.001490.001316-11.69%–pending––1.00105k–
OGNOrigin TokenEthereum0.033010.029158-11.67%–pending––0.2948k–
MOVRMoonriverBase1.71791.5177-11.65%–pending––1.1971k–
PIVXPIVXnative0.0511920.045241-11.62%–pending––0.1456k–
ALEPHAleph CloudEthereum0.0170850.0151-11.62%–pending––0.4249k–
NIGHTMidnightCardano0.048890.043232-11.57%–pending––1.181.0M–
PODDolphinBase0.610850.540179-11.57%–pending––1.7151k–
USELESSUseless CoinSolana0.204220.180623-11.55%–pending––2.487.0M–
DRVDeriveEthereum0.496330.439039-11.54%–pending––1.571.8M–
RUNETHORChainTHORChain0.69850.618083-11.51%–pending––1.11138k–
SAGASagaSaga0.0225250.019936-11.49%–pending––0.43127k–
STXStacksnative0.39840.352886-11.42%–pending––1.471.2M–
SYNSynapseEthereum0.197250.174731-11.42%–pending––1.32172k–
CHEQCHEQD NetworkEthereum0.0017210.001526-11.38%–pending––0.3935k–
SPCMSPACEM WORLDAvalanche0.00087390.000774479-11.38%–pending––0.12217k–
QNTQuantEthereum238.44211.3412-11.37%–pending––0.7014.2M–
CHIRPChirper AISolana0.0069590.006169-11.35%–pending––1.5439k–
GPGraphite ProtocolSolana0.0024230.002151-11.25%–pending––1.0064k–
GRASSGrassSolana0.838150.743906-11.24%–pending––1.27662k–
BENBENBinance Smart Chain0.000671450.000596282-11.19%–pending––0.6276k–
BPBackpackSolana1.19751.0636-11.19%–pending––1.26278k–
NEXANexanative0.0000010419.26e-7-11.12%–pending––-0.1167k–
ZAMAZamaEthereum0.077890.069238-11.11%–pending––1.41482k–
FUSEFuseEthereum0.0092050.008183-11.10%–pending––0.4343k–
BRBedrockEthereum0.4863650.432508-11.07%–pending––1.871.8M–
FOXSYFoxsy AISolana0.0029530.002629-10.97%–pending––0.111.0M–
AVTAventusEthereum0.3151850.280612-10.97%–pending––-0.2553k–
CHRChromiaEthereum0.0235250.020948-10.95%–pending––1.176,447–
NPCNon-Playable CoinEthereum0.0215180.019177-10.88%–pending––1.75151k–
FLOCKFLOCKEthereum0.055770.049722-10.84%–pending––1.19367k–
KSKDKaskadIgra0.0052030.00464-10.82%–pending––-0.4735k–
B3B3 (Base)Base0.00073080.000651821-10.81%–pending––0.84344k–
SPKSparkEthereum0.0222550.019867-10.73%–pending––1.05244k–
RIORealio Network TokenEthereum0.0608850.054362-10.71%–pending––1.3764k–
FIROFironative0.98730.881608-10.71%–pending––0.8997k–
MUBARAKMubarakBinance Smart Chain0.0720350.064341-10.68%–pending––0.9889k–
PLUMEPlumeEthereum0.0227150.020293-10.66%–pending––0.99642k–
DYMDymensionOsmosis0.0215350.01924-10.66%–pending––1.0016k–
WODWorld of DypiansBinance Smart Chain0.0055810.004987-10.63%–pending––0.2429k–
GLMRMoonbeamBase0.01080.009653-10.62%–pending––0.5551k–
ETNElectroneumnative0.0019710.001761-10.62%–pending––0.3988k–
ARKARKnative0.206960.185037-10.59%–pending––0.832,261–
DIMODIMOEthereum0.025360.022675-10.59%–pending––0.22191k–
SHROOMMUSHROOMRobinhood0.0069070.006179-10.54%–pending––2.77108k–
AINInfinity GroundBinance Smart Chain0.0456650.040852-10.54%–pending––0.2651k–
SANDThe SandboxEthereum0.065950.059027-10.50%–pending––0.94232k–
CChainbaseBase0.102950.092146-10.49%–pending––0.99463k–
PINPinLinkEthereum0.078040.069855-10.49%–pending––2.8067k–
PEAQpeaqEthereum0.0425950.038132-10.48%–pending––0.96228k–
AXSAxie InfinityEthereum1.25891.1274-10.44%–pending––1.12174k–
RHEARHEASolana0.0942550.084423-10.43%–pending––1.88302k–
SNEKSnekCardano0.00085850.00076917-10.41%–pending––1.7919k–
EDUOpen CampusEthereum0.074150.066444-10.39%–pending––0.562,130–
API3Api3Ethereum0.3185150.285413-10.39%–pending––0.84230k–
LSKLiskEthereum0.2279710.204309-10.38%–pending––0.08353k–
AICAI CompanionsBinance Smart Chain0.0257480.023076-10.38%–pending––-0.0863k–
NEONNeonSolana0.013510.012109-10.37%–pending––-0.14484k–
NOCKNockchainBase0.0245650.022018-10.37%–pending––1.4731k–
CFXConfluxnative0.067250.06029-10.35%–pending––0.929,409–
OMIECOMIEthereum0.00029380.00026341-10.34%–pending––0.7817k–
WWormholeEthereum0.0220310.019759-10.31%–pending––0.98161k–
GOATEDGOAT NetworkBinance Smart Chain0.0162010.014531-10.31%–pending––-0.0728k–
ACPArena Of FaithEthereum0.0056380.005059-10.26%–pending––0.2720k–
BEMBEMBinance Smart Chain36.07532.3794-10.24%–pending––1.0057k–
SHXStrongholdEthereum0.0069320.006226-10.19%–pending––1.15185k–
PHAPHALAEthereum0.0608550.054672-10.16%–pending––1.37130k–
LUMIALumiaEthereum0.1247350.112085-10.14%–pending––0.531–
SEISeiSei0.0704450.063305-10.14%–pending––1.121.6M–
NOMNominaEthereum0.0022140.00199-10.12%–pending––0.69189k–
LONGXIA?0.044010.03956-10.11%–pending––0.666.1M–
ARArweaveArweave4.30453.8695-10.10%–pending––1.62127k–
FLUIDFluidEthereum2.22051.9965-10.09%–pending––1.0248k–
SISuper InuSolana0.025320.022782-10.02%–pending––1.00346k–
ALGOAlgorandAlgorand0.126080.11345-10.02%–pending––0.951.6M–
PNGPangolinAvalanche0.0342850.03086-9.99%–pending––0.6670k–
CAPCapEthereum0.0923610.083135-9.99%–pending––-0.86450k–
EDELEdelEthereum0.037260.033539-9.99%–pending––1.01221k–
PROPSPropbaseEthereum0.0071240.006414-9.97%–pending––0.34242k–
METMeteoraSolana0.42410.381849-9.96%–pending––1.03573k–
ZKZKsyncEthereum0.0160890.014487-9.96%–pending––1.44257k–
FLYBRAINflybrainRobinhood0.00034760.000312995-9.96%–pending––-1.0269k–
PAIDPaidSolana0.0046910.004224-9.95%–pending––1.00227k–
BNKRBankrCoinBase0.000338750.000305191-9.91%–pending––1.64558k–
ORBIOOrbio.soRobinhood0.0537830.048457-9.90%–pending––1.93104k–
AVaultanative0.10380.093522-9.90%–pending––1.0761k–
STAYSTAYNEXBinance Smart Chain0.000006690.000006029-9.89%–pending––0.1563k–
SUPERSuperVerseEthereum0.2245250.202396-9.86%–pending––1.19486k–
COQCoq InuAvalanche1.34e-71.21e-7-9.85%–pending––1.5512k–
KAIOKAIOEthereum0.0250370.022579-9.82%–pending––0.09112k–
COMPCompoundEthereum24.7722.3444-9.79%–pending––0.90253k–
OGPUOPEN GPUEthereum0.0418850.037802-9.75%–pending––1.0013k–
OPOptimismOptimism0.1435960.129601-9.75%–pending––1.43241k–
AGIDelysiumEthereum0.0061190.005523-9.74%–pending––1.6636k–
QUBICQubicnative6.26e-75.65e-7-9.71%–pending––0.23241k–
C98Coin98Ethereum0.0184620.016674-9.69%–pending––1.1635k–
AXLAxelarEthereum0.057550.051977-9.68%–pending––1.06132k–
CKBNervos Networknative0.0019330.001746-9.67%–pending––1.03817–
QFIQuantix FinanceTron17.592515.8916-9.67%–pending––1.5998k–
FILFilecoinFilecoin1.22721.1088-9.65%–pending––1.133.1M–
QRLQuantum Resistant Ledgernative1.22211.1044-9.63%–pending––0.0121k–
IOTAIOTAIOTA0.052950.04785-9.63%–pending––1.431.0M–
GITCOINGITCOIN0.1814950.164018-9.63%–pending––0.781,914–
ALICEMy Neighbor AliceEthereum0.173560.156893-9.60%–pending––0.6996k–
TIACelestiaCosmos0.58050.524817-9.59%–pending––1.341.2M–
MANADecentralandEthereum0.0975350.088211-9.56%–pending––0.80504k–
PAALPAAL AIEthereum0.0096370.008717-9.55%–pending––1.6975k–
IMXImmutableEthereum0.1925550.174182-9.54%–pending––1.08367k–
CHIPUSD.AIEthereum0.0683650.061857-9.52%–pending––1.67206k–
BIANRENSHENG?0.60890.551001-9.51%–pending––0.551.2M–
BROCCOLI714?0.023780.021521-9.50%–pending––0.81972k–
WINWINkLinkTron0.0000562970.000050957-9.48%–pending––0.566,630–
UNIUniswapEthereum7.76177.0268-9.47%–pending––1.3416.6M–
BEAMXBEAMX0.0027740.002511-9.46%–pending––1.158,045–
WLDWorldcoinEthereum0.55970.506906-9.43%–pending––1.341.8M–
CHEXChintaiEthereum0.013260.012015-9.39%–pending––0.9114k–
LCXLCXEthereum0.0570.051671-9.35%–pending––0.50449k–
BTWBitwayEthereum1.62581.4742-9.32%–pending––-1.465.4M–
ZESTZest ProtocolEthereum0.195350.177303-9.24%–pending––0.41126k–
FLUXFluxnative0.0901150.081803-9.22%–pending––0.9732k–
DOSDAPPOSEthereum0.271050.246053-9.22%–pending––0.5914k–
VELVETVelvetBase0.068850.062509-9.21%–pending––-0.0730k–
RARESuperRareEthereum0.0161160.014633-9.21%–pending––0.74147k–
NEARNEAR ProtocolNEAR5.89055.3488-9.20%–pending––1.2050.6M–
PUMPPump.funSolana0.0056260.00511-9.18%–pending––0.893.4M–
SUTSuper TrustPolygon0.3070.278841-9.17%–pending––0.5278k–
SUISuiSui1.12931.0258-9.16%–pending––1.5229.3M–
HNTHeliumSolana0.491550.446545-9.16%–pending––1.29835k–
SKRSeekerSolana0.0170660.015504-9.16%–pending––0.76191k–
RENDERRenderEthereum1.99641.814-9.14%–pending––1.182.5M–
ZROLayerZeroEthereum2.11261.92-9.12%–pending––0.733.1M–
MTLMetal DAOMetal L20.321550.292251-9.11%–pending––1.08276k–
SPASperaxEthereum0.0027840.002532-9.06%–pending––0.6070k–
GEODGeodnetSolana0.283950.258287-9.04%–pending––0.65286k–
AZTECAztecEthereum0.0188450.01715-8.99%–pending––1.25122k–
CNPYCanopyBinance Smart Chain0.25950.236165-8.99%–pending––-0.51353k–
AIOZAIOZ NetworkEthereum0.1197550.109022-8.96%–pending––1.77508k–
BEAMBeamEthereum0.0027830.002534-8.95%–pending––1.1029k–
BULLABULLABinance Smart Chain0.0771580.070261-8.94%–pending––0.99159k–
PROSPharosnative0.67770.617223-8.92%–pending––0.50152k–
NAKANakamoto GamesPolygon0.120020.109336-8.90%–pending––0.62108k–
ZETAZetaChainEthereum0.0473830.04318-8.87%–pending––1.5740k–
ENAEthenaEthereum0.2373450.216332-8.85%–pending––1.747.5M–
CETUSCetus ProtocolSui0.0267050.024343-8.85%–pending––1.076,060–
CYSCysicBase0.149350.136207-8.80%–pending––0.8095k–
AVNTVerantaBase0.138780.126572-8.80%–pending––0.89408k–
XTZTezosTezos0.323060.294705-8.78%–pending––1.10200k–
DRIFTDrift ProtocolSolana0.018070.016487-8.76%–pending––0.69212k–
XCNOnyxcoinEthereum0.0045880.004187-8.76%–pending––1.131.0M–
LAPTOPHunter Biden's LaptopBase0.075150.06857-8.76%–pending––0.53131k–
MUSEBOOKmusebookRobinhood0.000022730.000020741-8.75%–pending––1.00128k–
DASHDashDash52.77548.1568-8.75%–pending––1.132.6M–
METRONOMEMETRONOME0.424450.387381-8.73%–pending––1.03117k–
TREADTread.fiEthereum1.08680.991918-8.73%–pending––1.00237k–
COLLECTCollect on FanableBinance Smart Chain0.021390.019523-8.73%–pending––0.7167k–
TRACOriginTrailEthereum0.415550.379378-8.70%–pending––1.07487k–
CATECateCoinBinance Smart Chain0.055020.050254-8.66%–pending––4.29203k–
VELODROMEVELODROME0.040850.037314-8.66%–pending––1.1211k–
ROBINROBINRobinhood0.000627850.000573529-8.65%–pending––4.27118k–
KSMKusamaHydration5.0954.6547-8.64%–pending––0.90138k–
ROSEOasisBinance Smart Chain0.0091190.008333-8.62%–pending––0.94158k–
STEEMSteemnative0.061340.056054-8.62%–pending––0.60590k–
AVAXAvalancheAvalanche10.962510.0197-8.60%–pending––1.0416.4M–
GRTThe GraphEthereum0.0280850.02568-8.56%–pending––1.36613k–
ALPHAlephiumEthereum0.0691850.063268-8.55%–pending––0.3667k–
SKYSkyEthereum0.0807950.073885-8.55%–pending––1.11692k–
GSTOCKGstockBinance Smart Chain0.0083370.007624-8.55%–pending––1.00112k–
CPOOLClearpoolEthereum0.032210.029457-8.55%–pending––1.14148k–
SHDWShadow TokenSolana0.030150.027574-8.54%–pending––0.9646k–
GALAGALAEthereum0.0024270.002221-8.52%–pending––1.50105k–
USTalusSui0.0123950.011339-8.52%–pending––0.42278k–
NMRNumeraireEthereum13.54512.3918-8.51%–pending––0.55304k–
PYTHPyth NetworkSolana0.07850.071827-8.50%–pending––0.59823k–
VVVVenice TokenBase24.678822.583-8.49%–pending––1.087.1M–
PENDLEPendleEthereum2.20782.0206-8.48%–pending––1.091.1M–
STONKSTONKSolana0.147630.135193-8.42%–pending––1.0011k–
9BITThe9bitSolana0.0638810.05852-8.39%–pending––-1.79574k–
BLUECHIPBLUE CHIPBase0.007820.007164-8.39%–pending––1.00365k–
HFTHashflowEthereum0.006620.006066-8.37%–pending––0.51130k–
VELOVeloStellar0.040860.03744-8.37%–pending––1.12143k–
GRVTGRVT TokenEthereum0.23140.212082-8.35%–pending––0.0582k–
AOao Computernative4.5914.2077-8.35%–pending––1.4162k–
44Binance Smart Chain0.016890.015482-8.33%–pending––1.00267k–
UAIUnifAI NetworkBinance Smart Chain0.332660.304945-8.33%–pending––-0.06392k–
ZECZcashZcash1,275.311,169.20-8.32%–pending––1.72139.3M–
GBCKGoldBrickBinance Smart Chain0.004160.003814-8.32%–pending––0.6644k–
PIXELPixelsEthereum0.0061270.005618-8.31%–pending––1.042,529–
CELRCeler NetworkEthereum0.0030970.002839-8.31%–pending––0.7611k–
AKTAkash NetworkAkash0.76640.702694-8.31%–pending––1.43986k–
ELFaelfEthereum0.085480.078375-8.31%–pending––0.1250k–
VTHOVeThornative0.0007395550.00067809-8.31%–pending––0.36587k–
ATHAethirEthereum0.0067340.006175-8.31%–pending––1.31365k–
ONDOOndoEthereum0.5213950.478165-8.29%–pending––1.2410.0M–
CELOCeloCelo0.099450.091205-8.29%–pending––0.8822k–
ZENHorizenBase6.5426.0009-8.27%–pending––1.35399k–
OPGOpenGradientBase0.144780.132826-8.26%–pending––0.69103k–
MASKSOL?0.023240.021324-8.24%–pending––1.0057k–
PUFFERPufferEthereum0.0232060.021293-8.24%–pending––1.071,378–
ICPInternet ComputerEthereum3.46773.182-8.24%–pending––0.864.3M–
EMBERembercurveSolana0.0052290.004801-8.19%–pending––1.01158k–
BANDBandEthereum0.254410.233616-8.17%–pending––0.9317k–
INITInitiaInitia0.11770.108088-8.17%–pending––0.6021k–
PYBOBOCapyboboSolana0.00073270.000672986-8.15%–pending––-0.1859k–
BATBasic AttentionEthereum0.1598750.14685-8.15%–pending––1.01192k–
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.