8=======>

2026-10-21 · +7d

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
MINTMintanaSolana0.0000339950.000023539-30.76%–pending––-7.82407k–
PUMPBTCpumpBTCEthereum0.0006930.000600155-13.40%–pending––1.6952k–
DUSTDust ProtocolEthereum1.98851.7452-12.24%–pending––1.00573k–
DOODDoodlesSolana0.0030310.002765-8.75%–pending––1.4022k–
OBIOrbofi AIEthereum0.0014110.001295-8.27%–pending––-0.283,795–
ALTHEAALTHEAEthereum0.028250.026481-6.26%–pending––0.561,784–
RHHyatt Hotels Tokenized Stock (Reality)Arbitrum0.0070470.006629-5.95%–pending––-0.77100k–
IOSTIOSTBinance Smart Chain0.0014480.001364-5.83%–pending––1.313,359–
BIRBMoonbirdsSolana0.064760.06129-5.36%–pending––0.7736k–
EACC?0.00053440.000506461-5.23%–pending––1.0096k–
OGNOrigin TokenEthereum0.0300750.028504-5.22%–pending––0.28158k–
MEWcat in a dogs worldSolana0.00051750.000490479-5.22%–pending––1.5018k–
ANVLAnvilEthereum0.0019650.001863-5.20%–pending––0.3151k–
ALEOALEOBinance Smart Chain0.040860.038743-5.18%–pending––0.21502k–
ELIZAOSElizaOSEthereum0.0004180.00039667-5.10%–pending––0.238,459–
QQ0.1360360.129219-5.01%–pending––-0.33148k–
GTAIGT ProtocolBinance Smart Chain0.0083240.007914-4.93%–pending––1.5347k–
PRAIPrivasea AIBinance Smart Chain0.0011450.001089-4.90%–pending––0.054,000–
SSonicnative0.0563450.053586-4.90%–pending––1.40480k–
ZEUSZeus NetworkSolana0.0088750.008443-4.87%–pending––0.15100k–
GTCGitcoinEthereum0.303950.289169-4.86%–pending––0.281.2M–
MAGICTreasureEthereum0.094330.089756-4.85%–pending––1.18223k–
PUFFERPufferEthereum0.0399380.038012-4.82%–pending––1.021,209–
STRKStarknetEthereum0.056640.05393-4.78%–pending––2.062.7M–
WODWorld of DypiansBinance Smart Chain0.0087630.008348-4.74%–pending––0.3329k–
QNTQuantEthereum200.495191.0479-4.71%–pending––0.7519.3M–
SHAREShareXBinance Smart Chain2.55962.4395-4.69%–pending––-0.1583k–
OTCOTCSolana0.008020.007647-4.65%–pending––3.1950k–
NILNillionEthereum0.086450.082526-4.54%–pending––0.55520k–
PARTIParticle NetworkBase0.036720.035057-4.53%–pending––0.4023k–
ORBIOOrbio.soRobinhood0.0426650.040752-4.48%–pending––2.76115k–
NATIXNATIX NetworkSolana0.000202450.000193417-4.46%–pending––1.5632k–
NOSNosanaSolana0.51950.496569-4.41%–pending––1.26109k–
STONKBROKERStonkBrokerRobinhood0.007460.007134-4.37%–pending––1.2960k–
DIMODIMOEthereum0.0198550.01899-4.35%–pending––0.30475k–
AKEAkedoBinance Smart Chain0.0331790.031739-4.34%–pending––-0.46575k–
BELIEVEBelieveSolana0.0018860.001805-4.32%–pending––-0.01263k–
BRBedrockEthereum0.582220.557109-4.31%–pending––1.77840k–
ICNTImpossible Cloud Network TokenEthereum0.217350.208003-4.30%–pending––0.8534k–
OSMOOsmosisOsmosis0.0498950.047751-4.30%–pending––0.3656k–
INDEXThe IndexRobinhood0.348050.333153-4.28%–pending––0.4227k–
AGTAVATAGOBinance Smart Chain0.043330.041475-4.28%–pending––-0.4377k–
HONEYHivemapperSolana0.0021840.002091-4.27%–pending––0.41193k–
DEFIDeFiEthereum0.00014960.000143303-4.21%–pending––0.2346k–
GRASSGrassSolana0.638050.611422-4.17%–pending––1.43987k–
LINGOLingoSolana0.0178930.017147-4.17%–pending––1.2949k–
HMNDHumanodeHumanode0.0025080.002404-4.15%–pending––0.4534k–
QRLQuantum Resistant Ledgernative1.22521.1744-4.15%–pending––-0.1148k–
MASKSOL?0.0428750.041104-4.13%–pending––1.0060k–
MHAMagic HashBinance Smart Chain0.0048540.004654-4.13%–pending––2.29391k–
EDUOpen CampusEthereum0.0738450.070798-4.13%–pending––0.514,626–
GSTOCKGstockBinance Smart Chain0.0056550.005422-4.13%–pending––3.51109k–
PIVXPIVXnative0.0460630.044165-4.12%–pending––0.2464k–
CELLCellframeEthereum0.071460.06853-4.10%–pending––0.9451k–
FLUIDFluidEthereum2.3932.2954-4.08%–pending––1.0661k–
RAYRaydiumSolana1.97861.8979-4.08%–pending––1.161.3M–
NIGHTMidnightCardano0.0396750.038069-4.05%–pending––1.181.4M–
FORTFortaEthereum0.0229720.022042-4.05%–pending––0.7088k–
MAGMAMagma FinanceSui0.31880.305914-4.04%–pending––1.34170k–
KSKDKaskadIgra0.0048830.004687-4.01%–pending––-0.1653k–
RLCiExec RLCEthereum0.714250.685671-4.00%–pending––0.78212k–
CHIRPChirper AISolana0.007020.00674-4.00%–pending––1.4543k–
MAMEMame InuBinance Smart Chain0.0020010.001921-4.00%–pending––1.0249k–
RHEARHEASolana0.073760.070815-3.99%–pending––2.14262k–
DARKDarkwoodsRobinhood0.0013070.001255-3.98%–pending––1.0077k–
BATONbatonSolana0.007720.007413-3.97%–pending––3.81206k–
TETTectumEthereum0.347250.333465-3.97%–pending––1.1052k–
SANDThe SandboxEthereum0.058850.056541-3.92%–pending––0.99602k–
ZRCZircuitEthereum0.0013580.001305-3.92%–pending––1.943,907–
CVXConvex FinanceEthereum2.62.4981-3.92%–pending––1.13288k–
BTWBitwayEthereum2.10442.022-3.91%–pending––-1.487.7M–
AERGOAergo [OLD]Ethereum0.0173130.016638-3.90%–pending––0.4065k–
KAIOKAIOEthereum0.0300380.028881-3.85%–pending––0.02240k–
AVTAventusEthereum0.3679850.353814-3.85%–pending––-0.11117k–
PONDMarlinEthereum0.0015640.001503-3.84%–pending––1.0051k–
ZKZKsyncEthereum0.0151920.01461-3.83%–pending––1.58308k–
TIACelestiaCosmos0.63870.614232-3.83%–pending––1.431.9M–
DUSKDUSKEthereum0.11190.107629-3.82%–pending––1.39707k–
MCATMarscat TokenBinance Smart Chain0.7190250.69173-3.80%–pending––3.86304k–
LCXLCXEthereum0.05330.051291-3.77%–pending––0.69508k–
STAYSTAYNEXBinance Smart Chain0.000008020.000007718-3.76%–pending––0.10343k–
ARIAAria.AIBinance Smart Chain0.063910.061514-3.75%–pending––0.4361k–
WINWINkLinkTron0.0000634950.000061143-3.70%–pending––0.499,860–
SNEKSnekCardano0.0007010.000675123-3.69%–pending––1.8827k–
GBCKGoldBrickBinance Smart Chain0.0045570.00439-3.68%–pending––0.6553k–
GITCOINGITCOIN0.3051350.293931-3.67%–pending––0.269,390–
WWormholeEthereum0.0136690.013174-3.63%–pending––1.12284k–
BEAMBeamEthereum0.0031260.003013-3.62%–pending––1.1276k–
PUBLICPublicAINEAR0.0057990.005589-3.62%–pending––0.1356k–
PODDolphinBase0.6270.604345-3.61%–pending––1.4751k–
PYBOBOCapyboboSolana0.000842650.000812441-3.58%–pending––-0.1352k–
EDGEedgeXEthereum0.0962950.092843-3.58%–pending––0.83346k–
INITInitiaInitia0.126750.122213-3.58%–pending––0.6234k–
DSYNCDestra NetworkEthereum0.0074880.00722-3.58%–pending––2.1258k–
GRVTGRVT TokenEthereum0.26690.257369-3.57%–pending––0.1376k–
EDELEdelEthereum0.034160.03294-3.57%–pending––1.23195k–
ARBArbitrumEthereum0.189920.183154-3.56%–pending––1.703.1M–
NIMNimiqnative0.00039280.000378819-3.56%–pending––-0.666,469–
TRUTHSwarm NetworkSui0.0194370.018751-3.53%–pending––0.1085k–
FUSEFuseEthereum0.0089230.008609-3.52%–pending––0.4843k–
CHEQCHEQD NetworkEthereum0.0014920.00144-3.51%–pending––0.4336k–
AVAAVA (Travala)Ethereum0.32150.310224-3.51%–pending––0.3743k–
STXStacksnative0.359750.347136-3.51%–pending––1.541.2M–
COLLECTCollect on FanableBinance Smart Chain0.026240.02532-3.51%–pending––0.7466k–
FOXSYFoxsy AISolana0.0029250.002822-3.50%–pending––0.141.0M–
QIBENQIAvalanche0.0024520.002366-3.48%–pending––0.50123k–
ETNElectroneumnative0.0019910.001922-3.47%–pending––0.3192k–
SHXStrongholdEthereum0.0056440.005448-3.46%–pending––1.08228k–
ALLOAlloraEthereum0.20830.201105-3.45%–pending––0.4790k–
ALEPHAleph CloudEthereum0.015950.015401-3.44%–pending––0.5461k–
MOEMOEMantle0.00034490.00033306-3.43%–pending––1.0043k–
ZROLayerZeroEthereum2.03621.9666-3.41%–pending––0.804.6M–
GLMRMoonbeamBase0.0098050.009471-3.41%–pending––0.5068k–
PLUMEPlumeEthereum0.0181950.017577-3.40%–pending––1.13739k–
ALTLAYER?0.0099590.009621-3.39%–pending––1.0251k–
PYTHPyth NetworkSolana0.0796250.076942-3.37%–pending––0.611.1M–
SHDWShadow TokenSolana0.0271650.026258-3.34%–pending––1.0496k–
BPBackpackSolana1.09841.0619-3.33%–pending––1.25273k–
B3B3 (Base)Base0.000698250.000675095-3.32%–pending––0.62321k–
BATBasic AttentionEthereum0.1872050.181002-3.31%–pending––1.28491k–
MOVRMoonriverBase1.39971.3533-3.31%–pending––1.2584k–
XDCXDC Networknative0.0331350.032045-3.29%–pending––0.65658k–
BEAMXBEAMX0.0031220.00302-3.28%–pending––1.187,586–
COMPCompoundEthereum25.9825.1315-3.27%–pending––0.95253k–
OWLOwlto FinanceBinance Smart Chain0.0010050.000971901-3.26%–pending––1.2658k–
DRVDeriveEthereum0.3860750.373539-3.25%–pending––1.431.7M–
RSRReserve RightsEthereum0.0019290.001866-3.23%–pending––0.93125k–
AMPAmpEthereum0.00082530.000798612-3.23%–pending––0.73503k–
WLDWorldcoinEthereum0.58080.562045-3.23%–pending––1.442.2M–
CAPCapEthereum0.0665810.064434-3.22%–pending––-0.52480k–
DNTdistrict0xEthereum0.0079610.007709-3.18%–pending––0.6751k–
METRONOMEMETRONOME0.3469550.335953-3.17%–pending––1.10105k–
AURORAAuroraEthereum0.0598250.057944-3.14%–pending––3.13238k–
SPCMSPACEM WORLDAvalanche0.00076960.000745584-3.12%–pending––0.02204k–
AICAI CompanionsBinance Smart Chain0.0216740.020998-3.12%–pending––0.1961k–
OMIECOMIEthereum0.00028380.000275005-3.10%–pending––0.7420k–
AZTECAztecEthereum0.0190350.018447-3.09%–pending––1.29126k–
LSKLiskEthereum0.2040680.197772-3.09%–pending––0.04124k–
SUPERSuperVerseEthereum0.2046450.198332-3.08%–pending––1.29556k–
HOOKRHookr.funRobinhood0.0246050.023846-3.08%–pending––5.4994k–
NYMNymEthereum0.0305050.029568-3.07%–pending––0.674,041–
GOATEDGOAT NetworkBinance Smart Chain0.0142210.013784-3.07%–pending––0.0422k–
ZAMAZamaEthereum0.07410.071827-3.07%–pending––1.65341k–
ACPArena Of FaithEthereum0.0041930.004065-3.04%–pending––0.2332k–
BNKRBankrCoinBase0.00032610.000316198-3.04%–pending––1.68558k–
RUNETHORChainTHORChain0.67250.652192-3.02%–pending––1.18116k–
PHAPHALAEthereum0.0570350.055332-2.99%–pending––1.37159k–
SISuper InuSolana0.0137350.013326-2.98%–pending––1.00291k–
SYNSynapseEthereum0.18410.178628-2.97%–pending––1.05124k–
AIOTOKZOOBinance Smart Chain0.0590690.057317-2.97%–pending––0.5758k–
RADRadworksEthereum0.27950.271253-2.95%–pending––0.2639k–
CTRCitreaBase0.0184890.017945-2.94%–pending––0.2095k–
DODODODOEthereum0.021180.020561-2.92%–pending––-0.131.5M–
COOLHYPE3.coolSolana0.00087770.000852066-2.92%–pending––-8.0355k–
INJInjectiveEthereum8.7988.5419-2.91%–pending––1.424.0M–
GEODGeodnetSolana0.279950.271823-2.90%–pending––0.79274k–
CATECateCoinBinance Smart Chain0.0579170.056257-2.87%–pending––4.12159k–
CTSICartesiEthereum0.0319650.03105-2.86%–pending––0.6764k–
NMRNumeraireEthereum11.35511.0317-2.85%–pending––0.53511k–
METISMetisEthereum3.93573.8238-2.84%–pending––1.35103k–
GNSSyli0.4990.484855-2.83%–pending––1.12280k–
MUBARAKMubarakBinance Smart Chain0.05350.051986-2.83%–pending––1.22101k–
VELODROMEVELODROME0.0369150.035876-2.82%–pending––1.1813k–
ELSAElsaBase0.065220.063388-2.81%–pending––0.8721k–
CLONEConfidential LayerEthereum0.007050.006853-2.79%–pending––0.2563k–
METMeteoraSolana0.349550.339794-2.79%–pending––1.10508k–
IOTXIoTeXEthereum0.0041770.004061-2.79%–pending––1.0013k–
KMNOKaminoSolana0.039980.038866-2.79%–pending––1.25219k–
CChainbaseBase0.082150.079862-2.79%–pending––0.95435k–
OPOptimismOptimism0.1316590.127996-2.78%–pending––1.62210k–
IMXImmutableEthereum0.15370.149432-2.78%–pending––1.16336k–
CHRChromiaEthereum0.019510.018969-2.77%–pending––1.206,066–
RDNTRadiant CapitalEthereum0.00054640.000531278-2.77%–pending––0.3141k–
BULLABULLABinance Smart Chain0.07750.075369-2.75%–pending––1.01131k–
SOONSOONSolana0.29930.291073-2.75%–pending––0.457,028–
CLOREClore.ainative0.0018080.001758-2.74%–pending––0.3657k–
ALTAltLayerEthereum0.010.009734-2.66%–pending––1.0015k–
AKTAkash NetworkAkash0.73780.718285-2.65%–pending––1.46986k–
SAGASagaSaga0.019690.019171-2.64%–pending––0.4549k–
ZCATAnonymous CatSolana0.0534650.052058-2.63%–pending––2.7989k–
SKRSeekerSolana0.0153950.014991-2.62%–pending––0.84133k–
NEARNEAR ProtocolNEAR5.13935.0049-2.62%–pending––1.3453.4M–
ZESTZest ProtocolEthereum0.1795350.174873-2.60%–pending––0.52193k–
AXLAxelarEthereum0.053550.052163-2.59%–pending––1.00170k–
SLCSilencioBase0.0001501350.000146255-2.58%–pending––0.8561k–
DASHDashDash50.32549.0432-2.55%–pending––1.171.3M–
ORCAOrcaSolana1.82791.7816-2.53%–pending––1.11492k–
9BITThe9bitSolana0.0627440.061157-2.53%–pending––-1.85511k–
VVVVenice TokenBase25.681725.033-2.53%–pending––1.116.3M–
ACEFusionistBinance Smart Chain0.150450.146652-2.52%–pending––-0.144.3M–
VELOVeloStellar0.0368750.035945-2.52%–pending––1.18165k–
ZECZcashZcash1,261.881,230.36-2.50%–pending––1.76110.8M–
AVaultanative0.094850.092496-2.48%–pending––1.0682k–
UNIUniswapEthereum7.49387.3083-2.47%–pending––1.4911.1M–
FTTFTXEthereum0.25630.249969-2.47%–pending––0.41311k–
KAVAKavaBinance Smart Chain0.070350.068619-2.46%–pending––0.2618k–
URANUSURANUSEthereum0.0037210.003629-2.46%–pending––1.162,360–
PROPSPropbaseEthereum0.0062210.006068-2.45%–pending––0.39213k–
ZBCZebec ProtocolSolana0.002340.002283-2.43%–pending––1.30230k–
ENAEthenaEthereum0.2008450.19596-2.43%–pending––1.897.5M–
PAIDPaidSolana0.0036380.003549-2.43%–pending––1.39163k–
SUISuiSui1.02480.999938-2.43%–pending––1.5923.8M–
MCNMCNCOINBinance Smart Chain0.095050.092759-2.41%–pending––0.2140k–
TOLLYTollyArc0.0017910.001748-2.39%–pending––-1.7470k–
BBUILDonBinance Smart Chain0.134330.131114-2.39%–pending––0.4490k–
KNOTSKNOTSSolana0.0034170.003336-2.38%–pending––4.2547k–
OGPUOPEN GPUEthereum0.0310750.030341-2.36%–pending––0.9426k–
PAALPAAL AIEthereum0.008370.008173-2.36%–pending––1.7374k–
FOLKSFOLKSEthereum2.49762.4389-2.35%–pending––0.286,515–
HUMAHuma FinanceSolana0.030.0293-2.33%–pending––1.161.5M–
STONKSTONKSolana0.122180.119334-2.33%–pending––3.569,246–
PEAQpeaqEthereum0.0378150.036937-2.32%–pending––0.94176k–
API3Api3Ethereum0.282320.275765-2.32%–pending––0.92222k–
XNYCodattaBinance Smart Chain0.0059130.005776-2.31%–pending––0.1822k–
THEThenaBinance Smart Chain0.055150.053876-2.31%–pending––0.93306k–
WALWalrusSui0.039190.038285-2.31%–pending––1.0969k–
AIOZAIOZ NetworkEthereum0.1080450.105558-2.30%–pending––1.98493k–
SOILSoilEthereum0.1148950.112273-2.28%–pending––0.2228k–
WEMIXWEMIXnative0.18230.17814-2.28%–pending––0.133,198–
PUMPPump.funSolana0.0047770.004669-2.28%–pending––1.075.1M–
HIPPOsudengSui0.0001480.00014464-2.27%–pending––0.9216k–
SEISeiSei0.0617350.060339-2.26%–pending––1.221.3M–
ERACalderaEthereum0.07210.070481-2.25%–pending––0.8732k–
RENDERRenderEthereum1.86351.8217-2.24%–pending––1.152.5M–
BROCCOLI714?0.0206650.020203-2.24%–pending––0.84817k–
DRIFTDrift ProtocolSolana0.015610.015261-2.23%–pending––0.74174k–
AINInfinity GroundBinance Smart Chain0.039380.0385-2.23%–pending––0.2926k–
SENTSentientEthereum0.022090.021597-2.23%–pending––0.77480k–
WAXLWrapped Axelarnative0.05380.052601-2.23%–pending––1.037,469–
FILFilecoinFilecoin1.03661.0137-2.21%–pending––1.222.9M–
ORAIOraichainEthereum0.515020.50366-2.21%–pending––0.9712k–
STOCSTO Chainnative0.86390.844951-2.19%–pending––0.1544k–
DYMDymensionOsmosis0.0178550.017465-2.18%–pending––1.0315k–
XTZTezosTezos0.315260.308389-2.18%–pending––1.19142k–
ARArweaveArweave3.8513.768-2.16%–pending––1.75113k–
SOLVSolv ProtocolEthereum0.00450.004404-2.14%–pending––0.339,758–
TAKEOVERTAKESui0.063430.062075-2.14%–pending––0.123,839–
XPLPlasmanative0.079590.077895-2.13%–pending––1.62823k–
KERNELKernelDAOEthereum0.0458040.044833-2.12%–pending––1.1622k–
OPGOpenGradientBase0.1280850.125369-2.12%–pending––0.72115k–
FSynFuturesEthereum0.0030530.002988-2.11%–pending––1.63203k–
COTICOTIEthereum0.0115510.011309-2.10%–pending––-0.64419k–
AEROAerodrome FinanceBase0.8450.827281-2.10%–pending––1.156.7M–
PEPEPepeEthereum0.0000044950.000004401-2.10%–pending––2.112.9M–
ALGOAlgorandAlgorand0.1130.110633-2.09%–pending––1.031.5M–
TIBBIRRibbita by Virtuals [OLD]Base0.257850.252479-2.08%–pending––1.54125k–
NEXANexanative0.0000010179.96e-7-2.07%–pending––-0.1566k–
ONOrochi NetworkEthereum0.1283250.125671-2.07%–pending––-0.76105k–
MYXMYX FinanceBinance Smart Chain0.06030.059065-2.05%–pending––1.3210k–
FLOCKFLOCKEthereum0.0463540.045409-2.04%–pending––1.38131k–
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.