8=======>

2026-10-04 · +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
BATONbatonSolana0.012410.008738-29.59%–pending––1.00126k–
ROBINROBINRobinhood0.00066750.000493632-26.05%–pending––1.00141k–
AINInfinity GroundBinance Smart Chain0.056220.045145-19.70%–pending––0.3025k–
HONEYHivemapperSolana0.002790.00231-17.21%–pending––0.7992k–
MINTMintanaSolana0.29810.24832-16.70%–pending––1.00570k–
GTCGitcoinEthereum0.17520.147651-15.72%–pending––1.1312k–
NEONNeonSolana0.0216750.018306-15.54%–pending––-0.3027k–
NATIXNATIX NetworkSolana0.000255310.000216887-15.05%–pending––1.3028k–
PAIDPaidSolana0.0061020.005184-15.03%–pending––1.00203k–
RAYRaydiumSolana2.11151.7946-15.01%–pending––1.211.9M–
LONGXIA?0.045290.038773-14.39%–pending––0.346.1M–
GPGraphite ProtocolSolana0.0033680.002889-14.23%–pending––1.0068k–
AKEAkedoBinance Smart Chain0.0336660.028933-14.06%–pending––-1.171.5M–
PUBLICPublicAINEAR0.0094870.008187-13.71%–pending––0.1457k–
ALEOALEOBinance Smart Chain0.0299210.025887-13.48%–pending––0.26103k–
BRBedrockEthereum0.434460.37646-13.35%–pending––1.93831k–
KNOTSKNOTSSolana0.0036610.003174-13.30%–pending––1.0049k–
MUSEBOOKmusebookRobinhood0.000030240.000026218-13.30%–pending––1.00180k–
NILNillionEthereum0.08870.077024-13.16%–pending––0.62193k–
EDGEedgeXEthereum0.127650.11091-13.11%–pending––0.73275k–
SPKSparkEthereum0.0248350.021625-12.93%–pending––0.95273k–
ARBArbitrumEthereum0.204120.177776-12.91%–pending––1.506.3M–
CHIRPChirper AISolana0.0067530.005899-12.65%–pending––1.3723k–
DRVDeriveEthereum0.416950.364292-12.63%–pending––1.631.5M–
NOSNosanaSolana0.73690.643993-12.61%–pending––1.1158k–
SYNSynapseEthereum0.18610.162772-12.54%–pending––1.49136k–
NPCNon-Playable CoinEthereum0.021360.018702-12.44%–pending––1.80187k–
CLOREClore.ainative0.0035320.003093-12.42%–pending––0.3357k–
PODDolphinBase0.872050.764396-12.34%–pending––1.3848k–
OTCOTCSolana0.0073190.00642-12.28%–pending––3.7150k–
USELESSUseless CoinSolana0.240340.210947-12.23%–pending––2.509.0M–
AURORAAuroraEthereum0.0660790.058004-12.22%–pending––2.99202k–
SSonicnative0.0407850.035824-12.16%–pending––1.19263k–
DSYNCDestra NetworkEthereum0.0108730.009553-12.14%–pending––1.7555k–
PIVXPIVXnative0.0487570.04286-12.09%–pending––0.1053k–
DIMODIMOEthereum0.02970.026109-12.09%–pending––0.3044k–
ARKARKnative0.224090.197179-12.01%–pending––0.93944–
STXStacksnative0.389350.342677-11.99%–pending––1.48979k–
BEAMBeamEthereum0.0025540.002248-11.95%–pending––1.1223k–
COQCoq InuAvalanche1.49e-71.32e-7-11.82%–pending––1.4912k–
WODWorld of DypiansBinance Smart Chain0.0056550.004988-11.81%–pending––0.2932k–
REDRedStoneEthereum0.176950.156073-11.80%–pending––1.12144k–
PONDMarlinEthereum0.0017390.001535-11.77%–pending––1.0317k–
SHROOMMUSHROOMRobinhood0.0090690.008003-11.76%–pending––1.00127k–
ARArweaveArweave4.5073.9782-11.73%–pending––1.55126k–
FIROFironative1.11690.986087-11.71%–pending––0.8396k–
OWLOwlto FinanceBinance Smart Chain0.0012730.001125-11.60%–pending––2.0057k–
BONERBoner CoinRobinhood0.06980.061707-11.60%–pending––3.4776k–
SAGASagaSaga0.0228650.020214-11.59%–pending––0.45158k–
NEXANexanative0.0000010999.73e-7-11.52%–pending––-0.2566k–
ETNElectroneumnative0.0019720.00175-11.29%–pending––0.6085k–
BPBackpackSolana1.25091.1096-11.29%–pending––1.25213k–
FUSEFuseEthereum0.0078950.007006-11.26%–pending––0.4843k–
SOONSOONSolana0.36060.320055-11.24%–pending––0.377,598–
ORAIOraichainEthereum0.5510550.489381-11.19%–pending––0.7413k–
CHEQCHEQD NetworkEthereum0.0021840.001941-11.13%–pending––0.3634k–
SPCMSPACEM WORLDAvalanche0.00078390.000696742-11.12%–pending––0.23217k–
B3B3 (Base)Base0.0008350.000742514-11.08%–pending––0.79340k–
EDELEdelEthereum0.049410.043946-11.06%–pending––0.81167k–
QNTQuantEthereum252.63224.7283-11.04%–pending––0.65706k–
ACEFusionistBinance Smart Chain0.18860.167817-11.02%–pending––-0.304.0M–
ALLOAlloraEthereum0.26770.238242-11.00%–pending––-0.10185k–
MHAMagic HashBinance Smart Chain0.0074750.006654-10.98%–pending––1.001.4M–
FLOCKFLOCKEthereum0.0646350.057583-10.91%–pending––1.14747k–
RHEARHEASolana0.0711110.063361-10.90%–pending––1.79132k–
HNTHeliumSolana0.594150.529425-10.89%–pending––1.31902k–
STRKStarknetEthereum0.058630.052276-10.84%–pending––1.56759k–
IOTAIOTAIOTA0.059150.052765-10.79%–pending––1.38872k–
NOMNominaEthereum0.0025080.002237-10.79%–pending––0.70277k–
BENBENBinance Smart Chain0.0006220.000555174-10.74%–pending––1.0091k–
QIBENQIAvalanche0.0030370.002711-10.74%–pending––0.5456k–
SUTSuper TrustPolygon0.335850.29979-10.74%–pending––0.4898k–
LSKLiskEthereum0.2726280.243373-10.73%–pending––0.07353k–
ZAMAZamaEthereum0.0873650.078004-10.71%–pending––1.34523k–
TREADTread.fiEthereum1.16891.0439-10.70%–pending––1.00308k–
RUNETHORChainTHORChain0.7960.710897-10.69%–pending––1.0495k–
AIINUAI INUSolana0.1299610.116102-10.66%–pending––0.42154k–
KSKDKaskadIgra0.0032720.002924-10.65%–pending––-0.1432k–
ALEPHAleph CloudEthereum0.017810.015918-10.63%–pending––0.3345k–
CYSCysicBase0.16160.144447-10.61%–pending––0.82109k–
AXSAxie InfinityEthereum1.3611.217-10.58%–pending––1.05111k–
VVVVenice TokenBase30.022526.8487-10.57%–pending––0.929.5M–
AICAI CompanionsBinance Smart Chain0.0355430.031787-10.57%–pending––-0.3863k–
XCNOnyxcoinEthereum0.0048080.0043-10.57%–pending––1.07990k–
PINPinLinkEthereum0.076790.068679-10.56%–pending––2.9364k–
ORBIOOrbio.soRobinhood0.0936940.083806-10.55%–pending––1.00111k–
PEAQpeaqEthereum0.0459550.041108-10.55%–pending––0.95250k–
SEISeiSei0.0735450.065792-10.54%–pending––1.121.6M–
BROCCOLI714?0.027550.024652-10.52%–pending––0.731.0M–
RARESuperRareEthereum0.0170450.015254-10.51%–pending––0.78147k–
DRIFTDrift ProtocolSolana0.0200150.017912-10.51%–pending––0.85149k–
ALGOAlgorandAlgorand0.132630.11872-10.49%–pending––0.911.7M–
METMeteoraSolana0.30230.270607-10.48%–pending––1.33427k–
UNIUniswapEthereum9.08168.1304-10.47%–pending––1.1919.2M–
PYTHPyth NetworkSolana0.0780550.069909-10.44%–pending––0.67603k–
QFIQuantix FinanceTron19.11417.1259-10.40%–pending––1.5080k–
PROPSPropbaseEthereum0.0071740.00643-10.37%–pending––0.36235k–
CHRChromiaEthereum0.0235850.021151-10.32%–pending––1.114,921–
NIGHTMidnightCardano0.0442950.039729-10.31%–pending––1.19493k–
GITCOINGITCOIN0.174820.156824-10.29%–pending––1.1183–
CChainbaseBase0.103450.092861-10.24%–pending––1.04435k–
BNKRBankrCoinBase0.000426950.000383308-10.22%–pending––1.63494k–
GRASSGrassSolana0.69580.624696-10.22%–pending––1.08236k–
AVTAventusEthereum0.284040.255023-10.22%–pending––-0.2938k–
PLUMEPlumeEthereum0.0188750.016948-10.21%–pending––1.00371k–
SANDThe SandboxEthereum0.07620.068443-10.18%–pending––0.97141k–
ENAEthenaEthereum0.2415450.21715-10.10%–pending––1.685.7M–
4STOCK4StockBinance Smart Chain0.0072420.006511-10.09%–pending––1.00380k–
ZCATAnonymous CatSolana0.0505450.045457-10.07%–pending––1.00144k–
PNGPangolinAvalanche0.034660.031186-10.02%–pending––0.6155k–
AGIDelysiumEthereum0.0068680.006182-9.98%–pending––1.7427k–
CVCCivicEthereum0.0308950.027821-9.95%–pending––0.7574k–
IMXImmutableEthereum0.18490.166536-9.93%–pending––1.05262k–
MUBARAKMubarakBinance Smart Chain0.0655550.059046-9.93%–pending––0.9141k–
BULLABULLABinance Smart Chain0.0857910.077275-9.93%–pending––0.97268k–
WLDWorldcoinEthereum0.58380.525985-9.90%–pending––1.251.5M–
NOCKNockchainBase0.019950.017975-9.90%–pending––1.3944k–
METRONOMEMETRONOME0.3021950.272288-9.90%–pending––1.3392k–
MSTRXMicroStrategy xStockEthereum165.1148.7672-9.89%–pending––1.78388k–
STAYSTAYNEXBinance Smart Chain0.000007130.000006426-9.87%–pending––0.1640k–
GOATEDGOAT NetworkBinance Smart Chain0.0152220.013721-9.86%–pending––-0.0227k–
WWormholeEthereum0.014540.013116-9.79%–pending––1.01111k–
SUISuiSui1.20861.0904-9.78%–pending––1.4727.4M–
WIFdogwifhatSolana0.2537750.229063-9.74%–pending––1.77683k–
AOao Computernative4.734.2699-9.73%–pending––1.3258k–
SNEKSnekCardano0.00066750.000602604-9.72%–pending––1.9916k–
SHXStrongholdEthereum0.0074460.006722-9.72%–pending––1.09125k–
SUEcat wif helmetSolana0.00061810.000558053-9.71%–pending––4.4599k–
OMIECOMIEthereum0.00033170.000299549-9.69%–pending––0.7414k–
PHAPHALAEthereum0.075920.068561-9.69%–pending––1.31107k–
NAKANakamoto GamesPolygon0.1351050.122034-9.67%–pending––0.62117k–
VTHOVeThornative0.000659770.000595999-9.67%–pending––0.33587k–
CATECateCoinBinance Smart Chain0.0623990.056376-9.65%–pending––4.29286k–
NEARNEAR ProtocolNEAR4.9174.4454-9.59%–pending––1.1441.9M–
GSTOCKGstockBinance Smart Chain0.0148770.013453-9.57%–pending––1.00115k–
CELRCeler NetworkEthereum0.0030850.00279-9.57%–pending––0.765,643–
COOLHYPE3.coolSolana0.000453050.000409758-9.56%–pending––1.0069k–
MOVRMoonriverBase1.70211.5399-9.53%–pending––1.3446k–
PAALPAAL AIEthereum0.012180.01102-9.52%–pending––1.6968k–
MTLMetal DAOMetal L20.319150.288774-9.52%–pending––1.09270k–
ZECZcashZcash1,352.321,224.65-9.44%–pending––1.68149.5M–
BLASTBlastBlast0.0001519350.000137619-9.42%–pending––1.0757k–
CELLCellframeEthereum0.050990.046192-9.41%–pending––0.6650k–
AVAXAvalancheAvalanche11.101510.057-9.41%–pending––0.9814.6M–
RIORealio Network TokenEthereum0.0636250.057642-9.40%–pending––1.4253k–
STEEMSteemnative0.063960.057957-9.39%–pending––0.61536k–
GRTThe GraphEthereum0.0295120.026742-9.39%–pending––1.30538k–
DASHDashDash59.7154.1085-9.38%–pending––1.104.0M–
XTZTezosTezos0.3300750.299239-9.34%–pending––1.03200k–
MANADecentralandEthereum0.103610.093943-9.33%–pending––0.69501k–
COLLECTCollect on FanableBinance Smart Chain0.020860.018921-9.29%–pending––0.7769k–
CPOOLClearpoolEthereum0.037640.034154-9.26%–pending––1.02112k–
PENDLEPendleEthereum2.44912.2224-9.26%–pending––0.991.4M–
TRACOriginTrailEthereum0.45870.416254-9.25%–pending––1.05485k–
RENDERRenderEthereum1.97581.793-9.25%–pending––1.132.1M–
AGTAVATAGOBinance Smart Chain0.023040.020909-9.25%–pending––-0.1418k–
KMNOKaminoSolana0.040420.036684-9.24%–pending––1.00151k–
AIOZAIOZ NetworkEthereum0.111910.10157-9.24%–pending––1.75475k–
CHEXChintaiEthereum0.0200050.018158-9.23%–pending––0.7011k–
CAPCapEthereum0.0652780.059276-9.19%–pending––-1.12325k–
ARXArciumSolana0.27510.249862-9.17%–pending––0.53311k–
PURRPurrHyperliquid0.170070.154477-9.17%–pending––2.2852k–
BTWBitwayEthereum1.24581.1322-9.12%–pending––-1.553.9M–
SOCKSockBinance Smart Chain0.000141150.000128292-9.11%–pending––1.0064k–
TUTTutorialBinance Smart Chain0.024780.022524-9.11%–pending––0.924.2M–
QUBICQubicnative6.29e-75.72e-7-9.07%–pending––0.26168k–
FILFilecoinFilecoin1.05940.963431-9.05%–pending––1.132.6M–
SKRSeekerSolana0.0181790.016536-9.04%–pending––0.66273k–
ZENHorizenBase7.0926.4539-9.00%–pending––1.30706k–
GEODGeodnetSolana0.31680.288297-9.00%–pending––0.66199k–
BONKBonkEthereum0.0000039150.000003563-8.99%–pending––1.561.8M–
KAIOKAIOEthereum0.0203230.018498-8.98%–pending––0.2719k–
SKYSkyEthereum0.097710.088993-8.92%–pending––0.98594k–
ZKZKsyncEthereum0.0130790.011916-8.90%–pending––1.30254k–
KERNELKernelDAOEthereum0.0548030.049931-8.89%–pending––1.0725k–
LCXLCXEthereum0.06210.056581-8.89%–pending––0.62151k–
BCHBitcoin CashBitcoin Cash318.87290.6766-8.84%–pending––1.383.9M–
HFTHashflowEthereum0.007390.006737-8.84%–pending––0.52126k–
MINAMina Protocolnative0.15830.144314-8.84%–pending––1.15833k–
TIACelestiaCosmos0.479350.43751-8.73%–pending––1.331.1M–
GLMRMoonbeamBase0.0113150.01033-8.71%–pending––0.5942k–
PROSPharosnative0.813850.743067-8.70%–pending––0.50219k–
ARRRPirate Chainnative0.323650.295511-8.69%–pending––0.7160k–
PUMPPump.funSolana0.0065260.00596-8.68%–pending––0.853.5M–
FLUIDFluidEthereum1.77551.6215-8.68%–pending––1.0335k–
INJInjectiveEthereum7.64256.9796-8.67%–pending––1.273.3M–
COMPCompoundEthereum25.0722.898-8.66%–pending––0.88244k–
DEEPDeepBookSui0.024390.022278-8.66%–pending––1.2987k–
BROCCOLICZ's DogBinance Smart Chain0.0275550.025169-8.66%–pending––0.73102k–
ZESTZest ProtocolEthereum0.1837650.167854-8.66%–pending––0.49158k–
AEROAerodrome FinanceBase0.87740.801624-8.64%–pending––1.186.8M–
SHDWShadow TokenSolana0.028480.026021-8.63%–pending––0.9813k–
POWRPowerledgerEthereum0.069350.063387-8.60%–pending––0.4177k–
ZETAZetaChainEthereum0.0510260.046654-8.57%–pending––1.5921k–
LAPTOPHunter Biden's LaptopBase0.07250.066291-8.56%–pending––1.00211k–
VELOVeloStellar0.0384350.035144-8.56%–pending––1.21160k–
ONDOOndoEthereum0.4983650.45584-8.53%–pending––1.269.2M–
KSMKusamaHydration5.2054.7615-8.52%–pending––0.84137k–
JUPJupiterSolana0.3350550.306543-8.51%–pending––1.261.2M–
CELOCeloCelo0.101650.09301-8.50%–pending––0.8221k–
FLUXFluxnative0.077180.070621-8.50%–pending––0.9423k–
SYRUPMaple FinanceEthereum0.2590.237123-8.45%–pending––1.101.0M–
CLOUDDeCloudEthereum0.064550.059109-8.43%–pending––0.273,540–
CHIPUSD.AIEthereum0.0488810.044772-8.41%–pending––1.67205k–
JUPITER?0.335050.306892-8.40%–pending––1.26802k–
ZBCZebec ProtocolSolana0.0026050.002386-8.38%–pending––1.27137k–
9BITThe9bitSolana0.0646460.059229-8.38%–pending––-1.80603k–
BKNBrickkenEthereum0.116860.107075-8.37%–pending––1.02129k–
ALCHAlchemist AISolana0.0497850.045621-8.36%–pending––1.292,723–
CETUSCetus ProtocolSui0.0281050.025756-8.36%–pending––1.034,021–
PUFFERPufferEthereum0.0231910.021272-8.27%–pending––1.054,177–
VELODROMEVELODROME0.038430.035252-8.27%–pending––1.2112k–
HBARHederaHedera0.104030.095428-8.27%–pending––0.847.7M–
MAGICTreasureEthereum0.061320.056249-8.27%–pending––0.8034k–
SHAREShareXBinance Smart Chain0.719650.660211-8.26%–pending––0.0163k–
ANDYETH?0.0000130260.000011954-8.23%–pending––2.6751k–
MAMEMame InuBinance Smart Chain0.0013410.001231-8.22%–pending––1.0151k–
WPAYWPAYPolygon0.865690.794619-8.21%–pending––0.081.8M–
SCSiacoinnative0.0010350.000949628-8.20%–pending––0.6361k–
BLUECHIPBLUE CHIPBase0.009590.008806-8.18%–pending––1.00365k–
VELVETVelvetBase0.07080.065013-8.17%–pending––-0.0736k–
SUPERSuperVerseEthereum0.2515850.231023-8.17%–pending––1.15329k–
BFCBifrostEthereum0.0276830.025428-8.14%–pending––-0.571,504–
EPICEpic Private Internet Cashnative0.528750.485697-8.14%–pending––0.9123k–
GHXGamerCoinEthereum0.0115480.01061-8.12%–pending––0.5551k–
AKTAkash NetworkAkash0.778850.715836-8.09%–pending––1.49854k–
STONKSStonks on ETHEthereum0.0007380.00067847-8.07%–pending––3.2993k–
FLYBRAINflybrainRobinhood0.00034470.000316901-8.06%–pending––1.0074k–
ETHFIEther.fiEthereum0.74750.687304-8.05%–pending––1.16532k–
PENGUPudgy PenguinsEthereum0.0095820.008811-8.05%–pending––1.693.2M–
CNPYCanopyBinance Smart Chain0.28540.262526-8.01%–pending––1.00676k–
XLMStellarStellar0.2240550.206099-8.01%–pending––1.2713.0M–
LINKChainlinkEthereum14.275513.1317-8.01%–pending––1.1822.8M–
AMPAmpEthereum0.000630.000579536-8.01%–pending––0.69153k–
HUMAHuma FinanceSolana0.0355650.032722-7.99%–pending––0.96808k–
WINWINkLinkTron0.0000518180.000047684-7.98%–pending––0.633,121–
KOMAKoma InuBinance Smart Chain0.0201090.018505-7.97%–pending––0.41165k–
BREWBREWBinance Smart Chain0.0092770.008539-7.95%–pending––1.00153k–
GRIFFAINGRIFFAINSolana0.01730.015932-7.91%–pending––0.9316k–
BEMBEMBinance Smart Chain31.6329.1314-7.90%–pending––1.0058k–
ORCAOrcaSolana2.00921.8508-7.88%–pending––0.90395k–
SPASperaxEthereum0.0029960.00276-7.88%–pending––0.5663k–
BEATAudieraBinance Smart Chain0.0879850.081084-7.84%–pending––0.201.6M–
DELTADeltaRobinhood0.0164420.015157-7.82%–pending––3.36129k–
TThreshold NetworkEthereum0.0055270.005096-7.80%–pending––0.4451k–
VETVeChainVeChain0.0088540.008173-7.69%–pending––1.11799k–
MORPHOMorphoEthereum2.74142.5314-7.66%–pending––0.701.5M–
EMBERembercurveSolana0.0048770.004503-7.66%–pending––1.00186k–
0G0GEthereum0.30150.278473-7.64%–pending––0.8445k–
FONEapeonfoneSolana0.0062330.005758-7.63%–pending––1.06198k–
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.