8=======>

2026-10-07 · +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
TICSQubeticsnative0.0010790.000465394-56.89%–pending––1.2994k–
MINTMintanaSolana0.076350.033134-56.60%–pending––1.00556k–
BLASTBlastBlast0.000056070.000025863-53.87%–pending––1.3765k–
DUSTDust ProtocolEthereum24.508513.4261-45.22%–pending––1.00780k–
ROBINROBINRobinhood0.00042450.000258234-39.17%–pending––4.31139k–
COOLHYPE3.coolSolana0.0012620.00084431-33.09%–pending––1.0064k–
RDNTRadiant CapitalEthereum0.000877850.000621229-29.23%–pending––0.2930k–
ZEUSZeus NetworkSolana0.0109050.008146-25.30%–pending––-0.038,247–
ELIZAOSElizaOSEthereum0.00077850.00058917-24.32%–pending––-0.061,593–
MAMEMame InuBinance Smart Chain0.002790.00235-15.77%–pending––0.9551k–
GTCGitcoinEthereum0.190850.162007-15.11%–pending––0.9023k–
RAYRaydiumSolana2.46842.0984-14.99%–pending––1.061.8M–
NEONNeonSolana0.0163750.013947-14.83%–pending––-0.20278k–
EACC?0.0047860.0041-14.34%–pending––1.00195k–
ANVLAnvilEthereum0.0012010.001035-13.89%–pending––0.4247k–
ARKARKnative0.21450.184733-13.88%–pending––0.892,823–
PUBLICPublicAINEAR0.0067240.005792-13.86%–pending––0.3380k–
NATIXNATIX NetworkSolana0.0002482750.000214378-13.65%–pending––1.3028k–
ALEOALEOBinance Smart Chain0.0294270.025413-13.64%–pending––0.21153k–
GPGraphite ProtocolSolana0.0023410.002027-13.41%–pending––1.0064k–
LAPTOPHunter Biden's LaptopBase0.08990.077906-13.34%–pending––1.00192k–
BREWBREWBinance Smart Chain0.0124240.010772-13.30%–pending––0.31131k–
QRLQuantum Resistant Ledgernative1.16171.0074-13.28%–pending––0.1417k–
METMeteoraSolana0.444950.386471-13.14%–pending––1.04506k–
METRONOMEMETRONOME0.4456450.388192-12.89%–pending––1.0494k–
ALLOAlloraEthereum0.25780.224622-12.87%–pending––-0.11185k–
HONEYHivemapperSolana0.0031130.002716-12.76%–pending––0.63101k–
SPCMSPACEM WORLDAvalanche0.0010070.00087865-12.73%–pending––0.12216k–
NILNillionEthereum0.090350.078968-12.60%–pending––0.58314k–
CHIRPChirper AISolana0.0071960.006295-12.53%–pending––1.4428k–
OTCOTCSolana0.0081380.007122-12.48%–pending––3.6650k–
AKEAkedoBinance Smart Chain0.0273980.024007-12.38%–pending––-1.171.0M–
PAIDPaidSolana0.0049810.004367-12.33%–pending––1.00227k–
PARTIParticle NetworkBase0.0340850.0299-12.28%–pending––0.3829k–
AURORAAuroraEthereum0.0607110.053269-12.26%–pending––2.93217k–
CLOREClore.ainative0.0033670.002955-12.23%–pending––0.3957k–
SSonicnative0.0408550.035872-12.20%–pending––1.18333k–
FUSEFuseEthereum0.009590.008431-12.08%–pending––0.4243k–
SOONSOONSolana0.3230.284023-12.07%–pending––0.418,442–
PIVXPIVXnative0.0514250.045228-12.05%–pending––0.1854k–
NOSNosanaSolana0.585250.514779-12.04%–pending––1.2072k–
SAGASagaSaga0.023340.020538-12.00%–pending––0.45158k–
PODDolphinBase0.668950.589016-11.95%–pending––1.5651k–
WODWorld of DypiansBinance Smart Chain0.0058360.005139-11.94%–pending––0.2731k–
DSYNCDestra NetworkEthereum0.0086220.007597-11.90%–pending––1.8556k–
SPKSparkEthereum0.022540.019861-11.89%–pending––1.01245k–
BATONbatonSolana0.0087480.007711-11.85%–pending––1.00143k–
DRVDeriveEthereum0.3735450.329503-11.79%–pending––1.671.5M–
OWLOwlto FinanceBinance Smart Chain0.0014020.001236-11.79%–pending––1.7858k–
GHUBGemHUBKlay Token0.004820.004252-11.78%–pending––0.1136k–
EDGEedgeXEthereum0.1175450.103704-11.78%–pending––0.73315k–
ARBArbitrumEthereum0.1856650.163807-11.77%–pending––1.495.8M–
CHEQCHEQD NetworkEthereum0.0019110.001686-11.75%–pending––0.4234k–
ALEPHAleph CloudEthereum0.015920.014061-11.68%–pending––0.3541k–
DIMODIMOEthereum0.0382250.03378-11.63%–pending––0.1266k–
SYNSynapseEthereum0.197050.174175-11.61%–pending––1.39150k–
B3B3 (Base)Base0.000738250.000653595-11.47%–pending––0.82340k–
HANDLHandlPayBase0.0037660.003336-11.43%–pending––0.77184k–
STXStacksnative0.370650.328476-11.38%–pending––1.501.0M–
ORAIOraichainEthereum0.586090.519524-11.36%–pending––0.7914k–
NPCNon-Playable CoinEthereum0.021080.0187-11.29%–pending––1.81186k–
ZAMAZamaEthereum0.0768750.068214-11.27%–pending––1.40482k–
PONDMarlinEthereum0.0017260.001532-11.26%–pending––1.0420k–
USELESSUseless CoinSolana0.205250.182218-11.22%–pending––2.477.9M–
NOMNominaEthereum0.0022580.002005-11.18%–pending––0.72235k–
FIROFironative0.995050.883906-11.17%–pending––0.8492k–
CHRChromiaEthereum0.0229850.020424-11.14%–pending––1.115,066–
PEAQpeaqEthereum0.04070.036173-11.12%–pending––0.94249k–
BRBedrockEthereum0.495890.440846-11.10%–pending––2.011.8M–
SANDThe SandboxEthereum0.077850.069221-11.08%–pending––0.85169k–
NIGHTMidnightCardano0.0458250.040752-11.07%–pending––1.19577k–
QIBENQIAvalanche0.0029460.002621-11.06%–pending––0.5199k–
EMBERembercurveSolana0.0062340.005544-11.06%–pending––1.00161k–
COQCoq InuAvalanche1.47e-71.31e-7-11.05%–pending––1.5112k–
ETNElectroneumnative0.0017930.001596-11.01%–pending––0.5886k–
AGTAVATAGOBinance Smart Chain0.0255390.022734-10.98%–pending––-0.2422k–
ORBIOOrbio.soRobinhood0.0503830.044853-10.98%–pending––1.61117k–
LONGXIA?0.041160.036664-10.92%–pending––1.076.1M–
QNTQuantEthereum253.25225.6075-10.92%–pending––0.672.2M–
BPBackpackSolana1.09010.971435-10.89%–pending––1.30254k–
STRKStarknetEthereum0.049030.043708-10.86%–pending––1.62759k–
SISuper InuSolana0.024630.021962-10.83%–pending––1.00346k–
AICAI CompanionsBinance Smart Chain0.0245890.02193-10.81%–pending––-0.1163k–
RLCiExec RLCEthereum0.68050.607262-10.76%–pending––0.8518k–
LSKLiskEthereum0.2356020.210247-10.76%–pending––0.13353k–
PROPSPropbaseEthereum0.0072880.006504-10.76%–pending––0.34241k–
OGNOrigin TokenEthereum0.0228450.020389-10.75%–pending––0.7728k–
QFIQuantix FinanceTron18.34916.3809-10.73%–pending––1.5387k–
RHEARHEASolana0.0788670.070457-10.66%–pending––1.69246k–
RUNETHORChainTHORChain0.72050.643743-10.65%–pending––1.06131k–
CChainbaseBase0.094550.08451-10.62%–pending––1.05444k–
GRASSGrassSolana0.6570.587372-10.60%–pending––1.07520k–
NOCKNockchainBase0.0236650.021158-10.60%–pending––1.3140k–
MOVRMoonriverBase1.95741.7504-10.58%–pending––1.2259k–
KSKDKaskadIgra0.0034920.003123-10.58%–pending––-0.1433k–
WWormholeEthereum0.0161520.014449-10.54%–pending––0.90109k–
ACEFusionistBinance Smart Chain0.177250.15857-10.54%–pending––-0.254.7M–
FLOCKFLOCKEthereum0.0600810.053788-10.47%–pending––1.17571k–
NEXANexanative9.12e-78.17e-7-10.45%–pending––-0.1167k–
KNOTSKNOTSSolana0.0032880.002945-10.42%–pending––1.0048k–
PINPinLinkEthereum0.072010.064537-10.38%–pending––2.9765k–
SNEKSnekCardano0.0007770.000696906-10.31%–pending––1.7718k–
AVTAventusEthereum0.2602250.233445-10.29%–pending––-0.2045k–
SEISeiSei0.0688550.06179-10.26%–pending––1.111.6M–
MUSEBOOKmusebookRobinhood0.000025910.000023267-10.20%–pending––1.00156k–
BROCCOLI714?0.024010.021562-10.20%–pending––0.78963k–
GITCOINGITCOIN0.1903350.171065-10.12%–pending––0.89381–
RIORealio Network TokenEthereum0.059180.053196-10.11%–pending––1.4161k–
BNKRBankrCoinBase0.0003630.000326358-10.09%–pending––1.63530k–
ARArweaveArweave4.2613.832-10.07%–pending––1.58126k–
AGIDelysiumEthereum0.0061960.005573-10.06%–pending––1.7128k–
CNPYCanopyBinance Smart Chain0.28730.258461-10.04%–pending––-0.51560k–
PHAPHALAEthereum0.0629850.056688-10.00%–pending––1.40120k–
STAYSTAYNEXBinance Smart Chain0.000006660.000005995-9.98%–pending––0.2151k–
SHROOMMUSHROOMRobinhood0.0069260.006235-9.98%–pending––2.50122k–
SHAREShareXBinance Smart Chain0.894550.805318-9.98%–pending––-0.1963k–
GOATEDGOAT NetworkBinance Smart Chain0.0181870.016375-9.96%–pending––-0.0927k–
GSTOCKGstockBinance Smart Chain0.007860.007077-9.96%–pending––1.00114k–
WINWINkLinkTron0.0000560270.00005046-9.94%–pending––0.553,735–
MANADecentralandEthereum0.103190.093006-9.87%–pending––0.72503k–
IMXImmutableEthereum0.175640.158326-9.86%–pending––1.11273k–
MAGICTreasureEthereum0.0652850.058854-9.85%–pending––0.8448k–
AXSAxie InfinityEthereum1.24781.125-9.85%–pending––1.06122k–
MHAMagic HashBinance Smart Chain0.007350.006629-9.81%–pending––1.001.3M–
TREADTread.fiEthereum1.08590.979616-9.79%–pending––1.00268k–
EDELEdelEthereum0.038770.03498-9.78%–pending––0.91191k–
IOTAIOTAIOTA0.053750.048499-9.77%–pending––1.42944k–
MUBARAKMubarakBinance Smart Chain0.0730850.06595-9.76%–pending––0.9259k–
AINInfinity GroundBinance Smart Chain0.040770.036801-9.74%–pending––0.2739k–
QUBICQubicnative5.78e-75.22e-7-9.74%–pending––0.26191k–
PLUMEPlumeEthereum0.0179550.016208-9.73%–pending––0.99465k–
BENBENBinance Smart Chain0.00057490.000519056-9.71%–pending––0.7879k–
FOXSYFoxsy AISolana0.0026990.002437-9.71%–pending––0.08996k–
DRIFTDrift ProtocolSolana0.020350.018378-9.69%–pending––0.76166k–
BEAMXBEAMX0.0025920.002341-9.68%–pending––1.154,301–
API3Api3Ethereum0.3104250.280393-9.67%–pending––0.80170k–
PAALPAAL AIEthereum0.0100140.00905-9.63%–pending––1.6972k–
AEONAEONBinance Smart Chain0.0679750.061436-9.62%–pending––0.13480k–
ALGOAlgorandAlgorand0.118730.107337-9.60%–pending––0.941.7M–
SHXStrongholdEthereum0.0067430.006096-9.59%–pending––1.10125k–
RARESuperRareEthereum0.016020.014485-9.58%–pending––0.78155k–
HNTHeliumSolana0.527250.476787-9.57%–pending––1.30902k–
DAGConstellationnative0.0082090.007424-9.57%–pending––0.3629k–
CYSCysicBase0.15420.139512-9.53%–pending––0.78107k–
SPASperaxEthereum0.0028450.002576-9.45%–pending––0.5565k–
AVaultanative0.098250.088965-9.45%–pending––1.0351k–
VELVETVelvetBase0.072150.065346-9.43%–pending––-0.2036k–
WLDWorldcoinEthereum0.52070.471616-9.43%–pending––1.291.8M–
XCNOnyxcoinEthereum0.0044630.004043-9.41%–pending––1.09990k–
FATCOINFATCOINRobinhood0.0005060.000458401-9.41%–pending––0.3383k–
SUISuiSui1.12751.0218-9.37%–pending––1.4727.8M–
GLMRMoonbeamBase0.011620.010533-9.35%–pending––0.5351k–
GHXGamerCoinEthereum0.0119960.010875-9.35%–pending––0.5452k–
ENAEthenaEthereum0.2263650.205224-9.34%–pending––1.695.7M–
OGPUOPEN GPUEthereum0.040720.036929-9.31%–pending––1.0813k–
9BITThe9bitSolana0.0643620.058372-9.31%–pending––-1.77596k–
BULLABULLABinance Smart Chain0.0804260.072942-9.30%–pending––0.97228k–
TIACelestiaCosmos0.471650.427824-9.29%–pending––1.371.1M–
KOMAKoma InuBinance Smart Chain0.0202720.018389-9.29%–pending––0.42138k–
AOao Computernative4.5744.1497-9.28%–pending––1.3558k–
ZESTZest ProtocolEthereum0.1856450.168439-9.27%–pending––0.42143k–
FLUIDFluidEthereum2.0861.8931-9.25%–pending––0.9741k–
NEARNEAR ProtocolNEAR5.33294.8415-9.21%–pending––1.0444.2M–
MASKSOL?0.024990.022688-9.21%–pending––1.0063k–
CELRCeler NetworkEthereum0.0029980.002722-9.21%–pending––0.766,645–
SUPERSuperVerseEthereum0.223520.203007-9.18%–pending––1.20474k–
BTWBitwayEthereum1.29751.1785-9.17%–pending––-1.505.2M–
BLUECHIPBLUE CHIPBase0.00730.006632-9.15%–pending––1.00370k–
KAIOKAIOEthereum0.0207070.018817-9.13%–pending––0.2329k–
NAKANakamoto GamesPolygon0.110010.099971-9.13%–pending––0.61115k–
CAPCapEthereum0.071280.064783-9.11%–pending––-0.94339k–
SUTSuper TrustPolygon0.307350.279341-9.11%–pending––0.5687k–
XDCXDC Networknative0.032390.029446-9.09%–pending––0.61613k–
AIOZAIOZ NetworkEthereum0.112450.102238-9.08%–pending––1.71493k–
PUMPPump.funSolana0.0062370.005671-9.08%–pending––0.813.8M–
SKRSeekerSolana0.0161820.014713-9.08%–pending––0.73226k–
PYTHPyth NetworkSolana0.073790.067095-9.07%–pending––0.67603k–
ALPHAlephiumEthereum0.0705250.064127-9.07%–pending––0.3967k–
CATECateCoinBinance Smart Chain0.0594430.054065-9.05%–pending––4.22276k–
UNIUniswapEthereum7.9087.1948-9.02%–pending––1.2718.5M–
PNGPangolinAvalanche0.0326050.029679-8.97%–pending––0.6670k–
VVVVenice TokenBase25.529723.2399-8.97%–pending––1.009.5M–
XTZTezosTezos0.3123550.284362-8.96%–pending––1.05210k–
GAIBGAIBEthereum0.026050.023718-8.95%–pending––-0.656,519–
VELODROMEVELODROME0.034350.031276-8.95%–pending––1.199,435–
COMPCompoundEthereum23.29521.2229-8.89%–pending––0.89244k–
STEEMSteemnative0.059290.054031-8.87%–pending––0.62590k–
WPAYWPAYPolygon0.8802350.802182-8.87%–pending––0.371.7M–
ZCATAnonymous CatSolana0.049650.045283-8.80%–pending––2.34144k–
KMNOKaminoSolana0.037470.034178-8.79%–pending––1.08151k–
REDRedStoneEthereum0.150450.137242-8.78%–pending––1.15144k–
GEODGeodnetSolana0.30380.277179-8.76%–pending––0.60233k–
LCXLCXEthereum0.06960.063501-8.76%–pending––0.49220k–
FILFilecoinFilecoin1.05340.961168-8.76%–pending––1.142.9M–
NMRNumeraireEthereum14.97513.6638-8.76%–pending––0.49175k–
WIFdogwifhatSolana0.2316650.211453-8.72%–pending––1.77634k–
MTLMetal DAOMetal L20.304250.277741-8.71%–pending––1.10270k–
RENDERRenderEthereum2.02291.8469-8.70%–pending––1.122.3M–
CETUSCetus ProtocolSui0.0264050.024108-8.70%–pending––1.044,692–
CPOOLClearpoolEthereum0.0314450.028711-8.69%–pending––1.09131k–
BEAMBeamEthereum0.0025890.002364-8.68%–pending––1.1226k–
GRTThe GraphEthereum0.0275560.02517-8.66%–pending––1.32594k–
PUFFERPufferEthereum0.0224540.020512-8.65%–pending––1.053,206–
TRACOriginTrailEthereum0.40740.372284-8.62%–pending––1.08485k–
COLLECTCollect on FanableBinance Smart Chain0.020070.018355-8.54%–pending––0.7769k–
PROSPharosnative0.65840.602156-8.54%–pending––0.54222k–
BROCCOLICZ's DogBinance Smart Chain0.0240050.021958-8.53%–pending––0.7983k–
ALICEMy Neighbor AliceEthereum0.175390.16047-8.51%–pending––0.6979k–
SHDWShadow TokenSolana0.0318350.029128-8.50%–pending––0.9629k–
PENDLEPendleEthereum2.2452.0544-8.49%–pending––1.051.3M–
CROSSCROSS0.137590.125961-8.45%–pending––0.1563k–
ARXArciumSolana0.271850.248999-8.41%–pending––0.43295k–
KITEKiteEthereum0.1353650.123994-8.40%–pending––0.69113k–
DASHDashDash53.8949.3701-8.39%–pending––1.123.4M–
CHIPUSD.AIEthereum0.0510160.046764-8.34%–pending––1.67206k–
ZECZcashZcash1,326.601,216.03-8.33%–pending––1.69148.5M–
AVAXAvalancheAvalanche11.123510.2031-8.27%–pending––0.9716.4M–
MINAMina Protocolnative0.092050.084457-8.25%–pending––1.361.0M–
VELOVeloStellar0.034410.031585-8.21%–pending––1.18150k–
AIINUAI INUSolana0.1091170.100184-8.19%–pending––0.58148k–
JUGGERNAUTThe JuggernautRobinhood0.0044750.004109-8.17%–pending––0.9965k–
VTHOVeThornative0.0006889650.000632672-8.17%–pending––0.34602k–
0G0GEthereum0.30250.277876-8.14%–pending––0.8050k–
RADRadworksEthereum0.3020.277427-8.14%–pending––0.279,111–
ONDOOndoEthereum0.4700750.431964-8.11%–pending––1.269.2M–
ZIGZIG FinanceEthereum0.05950.054677-8.11%–pending––0.9055k–
FLUXFluxnative0.081850.075233-8.08%–pending––0.9026k–
BONKBonkEthereum0.0000035150.000003232-8.05%–pending––1.551.7M–
BCHBitcoin CashBitcoin Cash300.115275.9523-8.05%–pending––1.383.8M–
AEROAerodrome FinanceBase0.7955850.731758-8.02%–pending––1.156.6M–
JSTJUSTTron0.14190.130529-8.01%–pending––0.0121k–
GRVTGRVT TokenEthereum0.2230.205137-8.01%–pending––0.0882k–
ZETAZetaChainEthereum0.0472250.043448-8.00%–pending––1.5624k–
INITInitiaInitia0.1170.107665-7.98%–pending––0.6316k–
BEMBEMBinance Smart Chain28.4226.1579-7.96%–pending––1.0056k–
TUTTutorialBinance Smart Chain0.0233950.021533-7.96%–pending––0.903.3M–
ZROLayerZeroEthereum2.19322.0194-7.92%–pending––0.671.7M–
OPGOpenGradientBase0.135160.124464-7.91%–pending––0.6976k–
DEEPDeepBookSui0.021760.020039-7.91%–pending––1.3185k–
MSTRXMicroStrategy xStockEthereum154.675142.4531-7.90%–pending––1.79370k–
MCNMCNCOINBinance Smart Chain0.10060.092657-7.90%–pending––0.2219k–
ATHAethirEthereum0.0067440.006212-7.88%–pending––1.29347k–
GALAGALAEthereum0.0023380.002153-7.88%–pending––1.4689k–
ZENHorizenBase6.6796.1532-7.87%–pending––1.31504k–
CHEXChintaiEthereum0.013080.012053-7.85%–pending––0.8212k–
INJInjectiveEthereum7.46256.8786-7.82%–pending––1.313.6M–
MORPHOMorphoEthereum2.54122.3433-7.79%–pending––0.731.4M–
HUMAHuma FinanceSolana0.030270.027917-7.77%–pending––0.96996k–
JUPITER?0.3590.331128-7.76%–pending––1.16770k–
ALCHAlchemist AISolana0.0449350.041446-7.76%–pending––1.263,517–
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.