8=======>

2026-10-06 · +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
TICSQubeticsnative0.001180.000497623-57.83%–pending––1.2797k–
BLASTBlastBlast0.000071350.000036029-49.50%–pending––1.2460k–
MINTMintanaSolana0.126050.071236-43.49%–pending––1.00534k–
ROBINROBINRobinhood0.0005050.000331651-34.33%–pending––4.46140k–
DUSTDust ProtocolEthereum43.54731.5602-27.53%–pending––1.00790k–
ELIZAOSElizaOSEthereum0.0005810.000425158-26.82%–pending––0.181,593–
ZEUSZeus NetworkSolana0.006150.004828-21.49%–pending––0.498,247–
MAMEMame InuBinance Smart Chain0.0033540.002641-21.25%–pending––0.8351k–
FORTFortaEthereum0.0236150.019459-17.60%–pending––0.5821k–
KNOTSKNOTSSolana0.0051630.004324-16.23%–pending––1.0049k–
BRBedrockEthereum0.573750.486689-15.17%–pending––1.911.1M–
NEONNeonSolana0.0180.015291-15.05%–pending––-0.2781k–
RAYRaydiumSolana2.18981.8665-14.76%–pending––1.171.8M–
PAIDPaidSolana0.0052130.004476-14.13%–pending––1.00203k–
ALEOALEOBinance Smart Chain0.026860.023111-13.96%–pending––0.29142k–
ANVLAnvilEthereum0.001050.000904215-13.84%–pending––0.5647k–
RLCiExec RLCEthereum0.743250.641247-13.72%–pending––0.7915k–
NATIXNATIX NetworkSolana0.0002495150.000215312-13.71%–pending––1.3028k–
BATONbatonSolana0.0094940.008204-13.59%–pending––1.00140k–
PUBLICPublicAINEAR0.0083650.007241-13.44%–pending––0.1573k–
GPGraphite ProtocolSolana0.0029860.002586-13.39%–pending––1.0065k–
LONGXIA?0.066160.057323-13.36%–pending––0.256.1M–
CHIRPChirper AISolana0.0083090.007207-13.26%–pending––1.3425k–
OTCOTCSolana0.009760.008473-13.19%–pending––3.4651k–
HANDLHandlPayBase0.0043130.003751-13.04%–pending––0.70196k–
AKEAkedoBinance Smart Chain0.0294210.025591-13.02%–pending––-1.331.2M–
GTCGitcoinEthereum0.14870.129468-12.93%–pending––1.1219k–
SPKSparkEthereum0.0242050.021093-12.86%–pending––0.96245k–
EACC?0.0065610.005724-12.76%–pending––1.00202k–
CLOREClore.ainative0.0036760.003209-12.72%–pending––0.3257k–
PIVXPIVXnative0.0630340.05507-12.63%–pending––-0.0153k–
GRIFFAINGRIFFAINSolana0.0253950.022207-12.55%–pending––0.8120k–
ORAIOraichainEthereum0.682550.597831-12.41%–pending––0.6713k–
NILNillionEthereum0.095450.083622-12.39%–pending––0.54296k–
DRVDeriveEthereum0.4075950.357242-12.35%–pending––1.631.4M–
DSYNCDestra NetworkEthereum0.0098070.008599-12.31%–pending––1.7756k–
COQCoq InuAvalanche1.58e-71.39e-7-12.30%–pending––1.4712k–
SPCMSPACEM WORLDAvalanche0.00091290.000801156-12.24%–pending––0.19217k–
SAGASagaSaga0.024690.021685-12.17%–pending––0.40158k–
NPCNon-Playable CoinEthereum0.0233210.020484-12.16%–pending––1.77187k–
SSonicnative0.0435350.038248-12.15%–pending––1.15324k–
STXStacksnative0.38450.337877-12.13%–pending––1.491.0M–
ARBArbitrumEthereum0.19970.175559-12.09%–pending––1.495.8M–
SYNSynapseEthereum0.1910.167979-12.05%–pending––1.48146k–
FUSEFuseEthereum0.0092250.008114-12.04%–pending––0.4543k–
AURORAAuroraEthereum0.0614770.054092-12.01%–pending––2.96217k–
WODWorld of DypiansBinance Smart Chain0.005920.00521-12.00%–pending––0.2532k–
ZCATAnonymous CatSolana0.0645150.056786-11.98%–pending––1.94145k–
SHROOMMUSHROOMRobinhood0.0078970.006954-11.94%–pending––2.48126k–
API3Api3Ethereum0.3439950.302935-11.94%–pending––0.73168k–
NOSNosanaSolana0.68360.602349-11.89%–pending––1.0868k–
ARKARKnative0.2086950.183906-11.88%–pending––0.93944–
EDGEedgeXEthereum0.113860.100357-11.86%–pending––0.76284k–
PODDolphinBase0.730250.644189-11.79%–pending––1.4749k–
HONEYHivemapperSolana0.0025190.002223-11.77%–pending––0.79101k–
SOONSOONSolana0.329850.291141-11.74%–pending––0.398,126–
OWLOwlto FinanceBinance Smart Chain0.0013770.001215-11.73%–pending––1.9857k–
USELESSUseless CoinSolana0.2248750.198692-11.64%–pending––2.448.0M–
CHEQCHEQD NetworkEthereum0.0020960.001853-11.58%–pending––0.3534k–
NOCKNockchainBase0.0248450.021971-11.57%–pending––1.3041k–
NEXANexanative9.94e-78.80e-7-11.51%–pending––-0.2067k–
B3B3 (Base)Base0.00078470.00069467-11.47%–pending––0.78340k–
ZAMAZamaEthereum0.083010.073549-11.40%–pending––1.35514k–
NOMNominaEthereum0.0023390.002073-11.39%–pending––0.71257k–
ETNElectroneumnative0.0018610.001649-11.39%–pending––0.5686k–
SHDWShadow TokenSolana0.032910.029183-11.32%–pending––0.9526k–
ALEPHAleph CloudEthereum0.01660.014721-11.32%–pending––0.3341k–
ARArweaveArweave4.58954.0703-11.31%–pending––1.55122k–
ALLOAlloraEthereum0.257650.228541-11.30%–pending––-0.09185k–
NIGHTMidnightCardano0.050120.04447-11.27%–pending––1.12519k–
PONDMarlinEthereum0.0016410.001458-11.19%–pending––1.0218k–
MUSEBOOKmusebookRobinhood0.000028810.00002559-11.18%–pending––1.00173k–
GSTOCKGstockBinance Smart Chain0.0082750.007353-11.13%–pending––1.00115k–
BPBackpackSolana1.18561.0539-11.10%–pending––1.24228k–
NMRNumeraireEthereum16.14514.3535-11.10%–pending––0.43154k–
CHRChromiaEthereum0.023030.020476-11.09%–pending––1.135,066–
QIBENQIAvalanche0.0028960.002575-11.08%–pending––0.5293k–
DIMODIMOEthereum0.0353450.031435-11.06%–pending––0.1750k–
ACEFusionistBinance Smart Chain0.195750.174172-11.02%–pending––-0.344.7M–
PEAQpeaqEthereum0.041450.036884-11.02%–pending––0.93250k–
PARTIParticle NetworkBase0.03270.029103-11.00%–pending––0.4328k–
SUTSuper TrustPolygon0.33760.300586-10.96%–pending––0.4887k–
CAPCapEthereum0.0879750.078348-10.94%–pending––-1.17325k–
LSKLiskEthereum0.2473620.220338-10.92%–pending––0.08353k–
QNTQuantEthereum265.365236.4384-10.90%–pending––0.641.4M–
ORBIOOrbio.soRobinhood0.05340.047594-10.87%–pending––1.45121k–
ORCAOrcaSolana3.192.844-10.85%–pending––0.78406k–
STRKStarknetEthereum0.0516750.046089-10.81%–pending––1.61759k–
PROPSPropbaseEthereum0.007310.006522-10.78%–pending––0.33241k–
KSKDKaskadIgra0.0034060.003039-10.78%–pending––-0.1433k–
FLOCKFLOCKEthereum0.065730.058649-10.77%–pending––1.11591k–
AGTAVATAGOBinance Smart Chain0.0249940.022302-10.77%–pending––-0.2020k–
AICAI CompanionsBinance Smart Chain0.0353550.031549-10.77%–pending––-0.4463k–
PINPinLinkEthereum0.077660.069303-10.76%–pending––2.9565k–
UOSUltraEthereum0.0049210.004392-10.75%–pending––0.463,713–
MAGICTreasureEthereum0.072030.064291-10.74%–pending––0.7742k–
UBIKubikRobinhood0.0076820.006863-10.67%–pending––3.1958k–
RUNETHORChainTHORChain0.75450.674072-10.66%–pending––1.04116k–
RHEARHEASolana0.0781060.069782-10.66%–pending––1.71195k–
MHAMagic HashBinance Smart Chain0.0076240.006813-10.63%–pending––1.001.3M–
EDELEdelEthereum0.0474650.042444-10.58%–pending––0.75189k–
QFIQuantix FinanceTron19.030517.0186-10.57%–pending––1.5483k–
GRASSGrassSolana0.66570.595449-10.55%–pending––1.08403k–
METMeteoraSolana0.32760.293096-10.53%–pending––1.31437k–
STAYSTAYNEXBinance Smart Chain0.000008720.000007809-10.45%–pending––-0.0450k–
CChainbaseBase0.10.089555-10.45%–pending––1.02444k–
SEISeiSei0.0719650.064457-10.43%–pending––1.111.6M–
MANADecentralandEthereum0.102170.091556-10.39%–pending––0.73501k–
BROCCOLI714?0.025990.023293-10.38%–pending––0.721.0M–
RARESuperRareEthereum0.0164850.014777-10.36%–pending––0.77147k–
IMXImmutableEthereum0.190810.171049-10.36%–pending––1.05262k–
EMBERembercurveSolana0.0059320.005318-10.36%–pending––1.00165k–
WWormholeEthereum0.0147120.01319-10.34%–pending––0.99109k–
BREWBREWBinance Smart Chain0.0107620.009653-10.30%–pending––1.00140k–
IOTAIOTAIOTA0.057550.051661-10.23%–pending––1.39888k–
AVTAventusEthereum0.2846850.255604-10.22%–pending––-0.2542k–
DRIFTDrift ProtocolSolana0.019870.017847-10.18%–pending––0.80149k–
SNEKSnekCardano0.00079650.000715443-10.18%–pending––1.7917k–
MOVRMoonriverBase1.8571.6681-10.17%–pending––1.2752k–
PLUMEPlumeEthereum0.0192250.017274-10.15%–pending––0.95420k–
BNKRBankrCoinBase0.000389250.000349771-10.14%–pending––1.61530k–
SISuper InuSolana0.027650.024852-10.12%–pending––1.00351k–
AIINUAI INUSolana0.117750.105916-10.05%–pending––0.49149k–
TREADTread.fiEthereum1.14321.0285-10.03%–pending––1.00293k–
AVaultanative0.103150.092803-10.03%–pending––1.0351k–
XCNOnyxcoinEthereum0.0046560.00419-10.02%–pending––1.08957k–
AINInfinity GroundBinance Smart Chain0.046750.042071-10.01%–pending––0.2333k–
CYSCysicBase0.15680.141133-9.99%–pending––0.80109k–
4STOCK4StockBinance Smart Chain0.0070860.00638-9.96%–pending––1.00312k–
TRBTellor TributesEthereum22.8820.6068-9.94%–pending––1.14245k–
PNGPangolinAvalanche0.0355650.032034-9.93%–pending––0.5970k–
WLDWorldcoinEthereum0.551450.49677-9.92%–pending––1.261.8M–
AGIDelysiumEthereum0.0063110.005691-9.81%–pending––1.7327k–
GOATEDGOAT NetworkBinance Smart Chain0.0175370.015819-9.79%–pending––-0.0627k–
SUISuiSui1.17831.063-9.78%–pending––1.4627.4M–
MUBARAKMubarakBinance Smart Chain0.076520.069048-9.76%–pending––0.8750k–
RIORealio Network TokenEthereum0.061380.055402-9.74%–pending––1.3961k–
PAALPAAL AIEthereum0.0106320.009599-9.72%–pending––1.7170k–
KOMAKoma InuBinance Smart Chain0.021640.019537-9.72%–pending––0.37150k–
AOao Computernative4.8594.3876-9.70%–pending––1.3258k–
MSTRXMicroStrategy xStockEthereum164.88148.9149-9.68%–pending––1.76388k–
ALGOAlgorandAlgorand0.1235350.111588-9.67%–pending––0.921.7M–
REDRedStoneEthereum0.159950.144483-9.67%–pending––1.14144k–
METRONOMEMETRONOME0.327640.29597-9.67%–pending––1.3193k–
LAPTOPHunter Biden's LaptopBase0.07460.067439-9.60%–pending––1.00178k–
PHAPHALAEthereum0.071020.064225-9.57%–pending––1.32120k–
PYTHPyth NetworkSolana0.0758150.068566-9.56%–pending––0.67574k–
COMPCompoundEthereum24.33522.012-9.55%–pending––0.88244k–
NAKANakamoto GamesPolygon0.120610.109098-9.54%–pending––0.50117k–
GHXGamerCoinEthereum0.0125120.011318-9.54%–pending––0.5152k–
DAGConstellationnative0.0085560.00774-9.53%–pending––0.3627k–
ENAEthenaEthereum0.2405050.21761-9.52%–pending––1.675.7M–
FLUIDFluidEthereum1.92951.746-9.51%–pending––1.0335k–
CELRCeler NetworkEthereum0.0030790.002787-9.50%–pending––0.756,113–
OGNOrigin TokenEthereum0.0220750.019979-9.50%–pending––0.7822k–
OGPUOPEN GPUEthereum0.0434650.03934-9.49%–pending––1.0513k–
SANDThe SandboxEthereum0.06680.060465-9.48%–pending––1.00164k–
BULLABULLABinance Smart Chain0.0844270.076422-9.48%–pending––0.93247k–
FILFilecoinFilecoin1.15291.0437-9.48%–pending––1.092.9M–
TIACelestiaCosmos0.48950.443136-9.47%–pending––1.371.2M–
CROSSCROSS0.1474050.133456-9.46%–pending––0.0966k–
HNTHeliumSolana0.522950.473473-9.46%–pending––1.33864k–
NEARNEAR ProtocolNEAR5.06744.5884-9.45%–pending––1.0942.5M–
XTZTezosTezos0.3331250.301645-9.45%–pending––1.01210k–
BLUECHIPBLUE CHIPBase0.0071950.006516-9.44%–pending––1.00365k–
BENBENBinance Smart Chain0.000563950.000510735-9.44%–pending––1.0083k–
MASKSOL?0.023160.020979-9.42%–pending––1.0065k–
CNPYCanopyBinance Smart Chain0.2890.261781-9.42%–pending––1.00658k–
CVCCivicEthereum0.030910.028003-9.40%–pending––0.7374k–
UNIUniswapEthereum8.56187.7587-9.38%–pending––1.2316.6M–
FOXSYFoxsy AISolana0.0028690.0026-9.37%–pending––0.03996k–
CATECateCoinBinance Smart Chain0.0619960.056197-9.35%–pending––4.28276k–
QUBICQubicnative5.83e-75.29e-7-9.32%–pending––0.28182k–
SHXStrongholdEthereum0.0070060.006355-9.29%–pending––1.08125k–
AIOZAIOZ NetworkEthereum0.110440.100181-9.29%–pending––1.75475k–
ELAElastosEthereum0.42050.381813-9.20%–pending––0.8221k–
VVVVenice TokenBase27.027524.5513-9.16%–pending––0.969.5M–
LCXLCXEthereum0.064150.058282-9.15%–pending––0.57159k–
WIFdogwifhatSolana0.245520.223068-9.14%–pending––1.76661k–
BTWBitwayEthereum1.21351.1027-9.13%–pending––-1.504.8M–
GLMRMoonbeamBase0.010430.009478-9.13%–pending––0.6149k–
PUMPPump.funSolana0.0061810.005617-9.11%–pending––0.823.8M–
MTLMetal DAOMetal L20.31780.288857-9.11%–pending––1.09270k–
VELVETVelvetBase0.07350.066806-9.11%–pending––-0.1436k–
FLUXFluxnative0.0851250.077399-9.08%–pending––0.8924k–
RENDERRenderEthereum2.14211.9492-9.01%–pending––1.102.2M–
AXSAxie InfinityEthereum1.24581.1337-9.00%–pending––1.08120k–
KMNOKaminoSolana0.0390350.035528-8.98%–pending––1.04151k–
CPOOLClearpoolEthereum0.034210.031148-8.95%–pending––1.04118k–
SUPERSuperVerseEthereum0.2363450.215237-8.93%–pending––1.16446k–
GRTThe GraphEthereum0.0291650.026563-8.92%–pending––1.29558k–
SUEcat wif helmetSolana0.00061740.000562335-8.92%–pending––4.4192k–
KAIOKAIOEthereum0.0227120.020687-8.91%–pending––0.1626k–
CHEXChintaiEthereum0.016370.014912-8.91%–pending––0.6311k–
COLLECTCollect on FanableBinance Smart Chain0.0218650.019918-8.90%–pending––0.7469k–
BROCCOLICZ's DogBinance Smart Chain0.025980.02367-8.89%–pending––0.7388k–
XDCXDC Networknative0.033760.030763-8.88%–pending––0.58597k–
PUFFERPufferEthereum0.0244950.022322-8.87%–pending––1.014,177–
PROSPharosnative0.657750.599376-8.87%–pending––0.54222k–
ZKZKsyncEthereum0.0129630.011813-8.86%–pending––1.32242k–
ZESTZest ProtocolEthereum0.184520.168173-8.86%–pending––0.44145k–
9BITThe9bitSolana0.0643520.058653-8.86%–pending––-1.82603k–
RADRadworksEthereum0.3160.288044-8.85%–pending––0.238,476–
VTHOVeThornative0.000730030.000665589-8.83%–pending––0.29602k–
WINWINkLinkTron0.0000525430.000047917-8.80%–pending––0.623,735–
BONEBone ShibaSwapEthereum0.0692910.063199-8.79%–pending––1.536,643–
AVAXAvalancheAvalanche11.609510.5892-8.79%–pending––0.9516.4M–
STEEMSteemnative0.061760.056343-8.77%–pending––0.60590k–
VELODROMEVELODROME0.0349350.031871-8.77%–pending––1.1911k–
KITEKiteEthereum0.1412950.128928-8.75%–pending––0.67113k–
GAIBGAIBEthereum0.02550.023271-8.74%–pending––-0.656,519–
CHIPUSD.AIEthereum0.0534040.048743-8.73%–pending––1.66205k–
CETUSCetus ProtocolSui0.0277350.025319-8.71%–pending––1.014,463–
ALICEMy Neighbor AliceEthereum0.188850.172441-8.69%–pending––0.6374k–
FIROFironative0.98470.899356-8.67%–pending––0.8692k–
SKYSkyEthereum0.0892150.081486-8.66%–pending––1.03684k–
SKRSeekerSolana0.017160.015678-8.64%–pending––0.68247k–
SCSiacoinnative0.0010840.000990948-8.63%–pending––0.6058k–
BCHBitcoin CashBitcoin Cash311.8284.9149-8.62%–pending––1.383.9M–
ZECZcashZcash1,365.871,248.10-8.62%–pending––1.70148.5M–
PENDLEPendleEthereum2.38472.1793-8.61%–pending––1.031.4M–
MINAMina Protocolnative0.1136950.10392-8.60%–pending––1.18892k–
ZBCZebec ProtocolSolana0.0025450.002327-8.59%–pending––1.29161k–
ALPHAlephiumEthereum0.0711150.065013-8.58%–pending––0.3567k–
BEMBEMBinance Smart Chain29.8827.3272-8.54%–pending––1.0056k–
INJInjectiveEthereum8.11257.4198-8.54%–pending––1.273.6M–
TRACOriginTrailEthereum0.415250.379835-8.53%–pending––1.08485k–
ANDYETH?0.0000129510.000011848-8.51%–pending––2.6251k–
GITCOINGITCOIN0.148770.136139-8.49%–pending––1.10250–
CELOCeloCelo0.102850.094126-8.48%–pending––0.7821k–
JUGGERNAUTThe JuggernautRobinhood0.004970.00455-8.46%–pending––0.9365k–
TUTTutorialBinance Smart Chain0.0243250.022275-8.43%–pending––0.903.5M–
BEAMBeamEthereum0.0025260.002313-8.42%–pending––1.1626k–
DEEPDeepBookSui0.023050.021112-8.41%–pending––1.2985k–
ONDOOndoEthereum0.4911950.4499-8.41%–pending––1.259.2M–
BEAMXBEAMX0.0025280.002316-8.41%–pending––1.193,054–
BONKBonkEthereum0.0000036450.00000334-8.36%–pending––1.551.7M–
WAXPWAXEthereum0.0060980.00559-8.34%–pending––0.8212k–
ARXArciumSolana0.270050.247521-8.34%–pending––0.43311k–
ZIGZIG FinanceEthereum0.0610250.055947-8.32%–pending––0.9055k–
DASHDashDash55.73551.1025-8.31%–pending––1.113.7M–
ALCHAlchemist AISolana0.048160.04416-8.31%–pending––1.263,517–
ZETAZetaChainEthereum0.0490980.045029-8.29%–pending––1.5722k–
VELOVeloStellar0.035010.032109-8.29%–pending––1.19160k–
BKNBrickkenEthereum0.115830.106233-8.29%–pending––1.01129k–
COOLHYPE3.coolSolana0.00041010.000376187-8.27%–pending––1.0060k–
0G0GEthereum0.32050.293998-8.27%–pending––0.7850k–
LIGHTER?3.8183.5048-8.20%–pending––1.425.5M–
AEROAerodrome FinanceBase0.804590.738849-8.17%–pending––1.156.8M–
ZENHorizenBase6.9726.4085-8.08%–pending––1.30569k–
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.