8=======>

2026-10-20 · +7d

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
MINTMintanaSolana0.000037450.000025396-32.19%–pending––1.00457k–
DUSTDust ProtocolEthereum1.83751.4999-18.37%–pending––1.00595k–
PUMPBTCpumpBTCEthereum0.0006960.000575366-17.33%–pending––1.6853k–
DOODDoodlesSolana0.0024460.00216-11.66%–pending––1.4422k–
OBIOrbofi AIEthereum0.0014470.001323-8.52%–pending––-0.274,027–
EACC?0.00055640.000519432-6.64%–pending––1.00100k–
PRAIPrivasea AIBinance Smart Chain0.001120.001047-6.52%–pending––0.064,000–
IOSTIOSTBinance Smart Chain0.0011920.001119-6.12%–pending––1.343,578–
RHHyatt Hotels Tokenized Stock (Reality)Arbitrum0.0070370.006615-5.98%–pending––-0.77101k–
ALTHEAALTHEAEthereum0.02210.020878-5.53%–pending––0.621,555–
BRBedrockEthereum0.647790.613646-5.27%–pending––1.72982k–
ANVLAnvilEthereum0.0019730.001872-5.17%–pending––0.3151k–
GTCGitcoinEthereum0.3190.302551-5.16%–pending––0.281.1M–
ORBIOOrbio.soRobinhood0.042170.040015-5.11%–pending––2.75119k–
OGNOrigin TokenEthereum0.0302850.028761-5.03%–pending––0.29158k–
DARKDarkwoodsRobinhood0.0009490.000901489-5.01%–pending––1.0081k–
QQ0.1241740.117997-4.98%–pending––-0.31105k–
ICNTImpossible Cloud Network TokenEthereum0.206050.195845-4.95%–pending––0.8534k–
ARIAAria.AIBinance Smart Chain0.060220.057312-4.83%–pending––0.4361k–
PUFFERPufferEthereum0.041990.039963-4.83%–pending––1.041,378–
GTAIGT ProtocolBinance Smart Chain0.0088610.008434-4.82%–pending––1.5147k–
AGTAVATAGOBinance Smart Chain0.0624570.05945-4.81%–pending––-0.4870k–
BLASTBlastBlast0.000035830.000034106-4.81%–pending––1.52156k–
ELIZAOSElizaOSEthereum0.00040650.000387225-4.74%–pending––0.248,459–
MAGICTreasureEthereum0.0957250.091266-4.66%–pending––1.19223k–
SSonicnative0.057510.054865-4.60%–pending––1.40502k–
ALEOALEOBinance Smart Chain0.0435190.04154-4.55%–pending––0.18502k–
QNTQuantEthereum194.805185.9765-4.53%–pending––0.7519.3M–
NATIXNATIX NetworkSolana0.000204630.000195379-4.52%–pending––1.5432k–
MCATMarscat TokenBinance Smart Chain0.7595150.725489-4.48%–pending––3.84306k–
ZEUSZeus NetworkSolana0.0086550.008267-4.48%–pending––0.19100k–
STRKStarknetEthereum0.057180.054623-4.47%–pending––2.062.7M–
WODWorld of DypiansBinance Smart Chain0.0087840.008391-4.47%–pending––0.3429k–
SHAREShareXBinance Smart Chain2.55942.4453-4.46%–pending––-0.1383k–
HONEYHivemapperSolana0.0021960.0021-4.38%–pending––0.46193k–
NILNillionEthereum0.085850.082114-4.35%–pending––0.56520k–
AKEAkedoBinance Smart Chain0.0326910.031273-4.34%–pending––-0.65630k–
NOSNosanaSolana0.526550.503775-4.33%–pending––1.26113k–
DIMODIMOEthereum0.019840.018991-4.28%–pending––0.31475k–
STONKBROKERStonkBrokerRobinhood0.0072550.006947-4.24%–pending––1.3161k–
OSMOOsmosisOsmosis0.0481180.046089-4.22%–pending––0.3856k–
DEFIDeFiEthereum0.00014990.00014367-4.16%–pending––0.2446k–
TETTectumEthereum0.365750.350564-4.15%–pending––1.1052k–
EDUOpen CampusEthereum0.0733950.070359-4.14%–pending––0.524,626–
NIMNimiqnative0.00039330.000377385-4.05%–pending––-0.656,469–
COMPCompoundEthereum25.85524.8133-4.03%–pending––0.95253k–
RAYRaydiumSolana2.0081.9275-4.01%–pending––1.181.4M–
FORTFortaEthereum0.0206110.019785-4.00%–pending––0.7379k–
OTCOTCSolana0.007180.006894-3.98%–pending––3.2150k–
CTRCitreaBase0.0178570.017147-3.98%–pending––0.2689k–
MASKSOL?0.0420150.040344-3.98%–pending––1.0060k–
GRVTGRVT TokenEthereum0.259650.249348-3.97%–pending––0.1376k–
ERACalderaEthereum0.075150.072184-3.95%–pending––0.8932k–
HMNDHumanodeHumanode0.0025010.002404-3.90%–pending––0.4334k–
CELLCellframeEthereum0.069570.066859-3.90%–pending––0.9551k–
BELIEVEBelieveSolana0.0019880.001911-3.89%–pending––-0.01263k–
GRASSGrassSolana0.63480.610106-3.89%–pending––1.431.0M–
BATONbatonSolana0.007680.007381-3.89%–pending––3.81206k–
RHEARHEASolana0.070970.068211-3.89%–pending––2.14283k–
AERGOAergo [OLD]Ethereum0.018160.01746-3.86%–pending––0.3960k–
PIVXPIVXnative0.0443030.042598-3.85%–pending––0.2564k–
NIGHTMidnightCardano0.039740.038217-3.83%–pending––1.201.4M–
AVTAventusEthereum0.345240.332095-3.81%–pending––-0.10117k–
PONDMarlinEthereum0.0015780.001518-3.80%–pending––0.9951k–
QRLQuantum Resistant Ledgernative1.22541.1789-3.79%–pending––-0.1148k–
INDEXThe IndexRobinhood0.335550.322932-3.76%–pending––0.3928k–
MOEMOEMantle0.00036320.000349582-3.75%–pending––1.0043k–
EDELEdelEthereum0.0357550.034417-3.74%–pending––1.24206k–
CHIRPChirper AISolana0.0070990.006835-3.71%–pending––1.4547k–
GITCOINGITCOIN0.31970.307917-3.69%–pending––0.279,390–
RLCiExec RLCEthereum0.70480.678848-3.68%–pending––0.79212k–
KAIOKAIOEthereum0.0304990.029377-3.68%–pending––-0.00240k–
ZKZKsyncEthereum0.0148280.014284-3.67%–pending––1.59327k–
FLUIDFluidEthereum2.4082.3197-3.67%–pending––1.0261k–
EDGEedgeXEthereum0.0977150.094136-3.66%–pending––0.83374k–
PODDolphinBase0.65790.63384-3.66%–pending––1.4651k–
SNEKSnekCardano0.00070050.000675357-3.59%–pending––1.8727k–
TIACelestiaCosmos0.62410.601794-3.57%–pending––1.441.9M–
SANDThe SandboxEthereum0.058450.056361-3.57%–pending––1.01602k–
BEAMBeamEthereum0.00320.003086-3.57%–pending––1.1376k–
LCXLCXEthereum0.05280.050918-3.56%–pending––0.70554k–
KSKDKaskadIgra0.0049220.004748-3.55%–pending––-0.1653k–
DSYNCDestra NetworkEthereum0.0076890.007416-3.54%–pending––2.1258k–
GLMRMoonbeamBase0.009760.009415-3.54%–pending––0.5168k–
WINWINkLinkTron0.000058230.000056183-3.52%–pending––0.509,081–
GBCKGoldBrickBinance Smart Chain0.0045950.004435-3.50%–pending––0.6654k–
MAMEMame InuBinance Smart Chain0.0016610.001603-3.46%–pending––1.1249k–
QIBENQIAvalanche0.0024180.002334-3.46%–pending––0.52123k–
ETNElectroneumnative0.0020460.001975-3.45%–pending––0.3195k–
WWormholeEthereum0.0134090.012948-3.43%–pending––1.13301k–
PUBLICPublicAINEAR0.005660.005466-3.43%–pending––0.1356k–
ALEPHAleph CloudEthereum0.0158150.015274-3.42%–pending––0.5561k–
STAYSTAYNEXBinance Smart Chain0.000007840.000007572-3.42%–pending––0.15343k–
ALLOAlloraEthereum0.206750.199689-3.42%–pending––0.4591k–
ALTAltLayerEthereum0.010050.009707-3.41%–pending––1.0014k–
INITInitiaInitia0.12720.122878-3.40%–pending––0.6236k–
AVAAVA (Travala)Ethereum0.34320.331551-3.39%–pending––0.3752k–
STXStacksnative0.355750.343688-3.39%–pending––1.541.2M–
MOVRMoonriverBase1.41091.3631-3.39%–pending––1.2584k–
DUSKDUSKEthereum0.11350.109654-3.39%–pending––1.39829k–
FUSEFuseEthereum0.0089080.008606-3.39%–pending––0.4943k–
BTWBitwayEthereum2.04321.9744-3.37%–pending––-1.487.7M–
ARBArbitrumEthereum0.187540.181265-3.35%–pending––1.713.4M–
PLUMEPlumeEthereum0.0182850.017674-3.34%–pending––1.11799k–
DRVDeriveEthereum0.3987450.385498-3.32%–pending––1.431.7M–
PYTHPyth NetworkSolana0.0799350.0773-3.30%–pending––0.631.1M–
TRUTHSwarm NetworkSui0.0196350.018989-3.29%–pending––0.1285k–
ALTLAYER?0.0100390.009709-3.28%–pending––1.0251k–
FOXSYFoxsy AISolana0.0029130.002818-3.27%–pending––0.161.0M–
SHXStrongholdEthereum0.00570.005515-3.25%–pending––1.09228k–
BPBackpackSolana1.09621.0606-3.25%–pending––1.28278k–
CHEQCHEQD NetworkEthereum0.0014470.0014-3.24%–pending––0.4236k–
GOATEDGOAT NetworkBinance Smart Chain0.0140610.013607-3.23%–pending––0.0422k–
AURORAAuroraEthereum0.059860.05794-3.21%–pending––3.12251k–
BATBasic AttentionEthereum0.194260.188052-3.20%–pending––1.28491k–
AICAI CompanionsBinance Smart Chain0.0221010.021395-3.20%–pending––0.1561k–
ZCATAnonymous CatSolana0.0554850.053722-3.18%–pending––2.7990k–
WLDWorldcoinEthereum0.5870.568421-3.17%–pending––1.432.2M–
CAPCapEthereum0.0687350.066572-3.15%–pending––-0.57480k–
COLLECTCollect on FanableBinance Smart Chain0.0246850.023909-3.15%–pending––0.6966k–
BEAMXBEAMX0.0032060.003105-3.14%–pending––1.197,586–
ZROLayerZeroEthereum2.01231.9497-3.11%–pending––0.814.6M–
ZAMAZamaEthereum0.075150.07283-3.09%–pending––1.57374k–
METRONOMEMETRONOME0.3387250.328303-3.08%–pending––1.09115k–
OMIECOMIEthereum0.00028550.000276723-3.07%–pending––0.7720k–
DODODODOEthereum0.0212950.020646-3.05%–pending––-0.131.6M–
SPCMSPACEM WORLDAvalanche0.00077390.00075044-3.03%–pending––0.03204k–
XDCXDC Networknative0.032210.031239-3.02%–pending––0.66732k–
SOONSOONSolana0.298750.289818-2.99%–pending––0.447,028–
RUNETHORChainTHORChain0.67150.651464-2.98%–pending––1.19135k–
B3B3 (Base)Base0.00064170.000622593-2.98%–pending––0.64302k–
SHDWShadow TokenSolana0.0270250.026222-2.97%–pending––1.0496k–
CATECateCoinBinance Smart Chain0.0590750.057327-2.96%–pending––4.12162k–
NYMNymEthereum0.0303230.029431-2.94%–pending––0.684,041–
SUPERSuperVerseEthereum0.193180.187526-2.93%–pending––1.30556k–
COOLHYPE3.coolSolana0.00088470.000858846-2.92%–pending––-8.0556k–
RADRadworksEthereum0.280.27183-2.92%–pending––0.2739k–
PHAPHALAEthereum0.058080.056395-2.90%–pending––1.38197k–
SYNSynapseEthereum0.18270.177414-2.89%–pending––1.16136k–
BNKRBankrCoinBase0.00032670.000317255-2.89%–pending––1.60593k–
AIOTOKZOOBinance Smart Chain0.0590330.057331-2.88%–pending––0.5358k–
METISMetisEthereum4.04223.9261-2.87%–pending––1.35106k–
AZTECAztecEthereum0.0183050.017786-2.84%–pending––1.30126k–
ERGErgonative0.34750.337661-2.83%–pending––1.3658k–
CLOREClore.ainative0.0018610.001809-2.82%–pending––0.3657k–
AMPAmpEthereum0.00087530.000850592-2.82%–pending––0.72503k–
SISuper InuSolana0.0125750.01222-2.82%–pending––1.00301k–
RSRReserve RightsEthereum0.0019080.001854-2.81%–pending––0.93125k–
MUBARAKMubarakBinance Smart Chain0.0533450.051847-2.81%–pending––1.24109k–
CLONEConfidential LayerEthereum0.0070470.006849-2.81%–pending––0.2463k–
INJInjectiveEthereum8.9378.6865-2.80%–pending––1.414.0M–
IMXImmutableEthereum0.1535450.149245-2.80%–pending––1.17367k–
MAGMAMagma FinanceSui0.2791450.271355-2.79%–pending––1.29170k–
GEODGeodnetSolana0.28070.272873-2.79%–pending––0.79274k–
KNOTSKNOTSSolana0.003580.00348-2.78%–pending––4.2647k–
HOOKRHookr.funRobinhood0.02250.02188-2.76%–pending––5.5195k–
CTSICartesiEthereum0.0315390.030671-2.75%–pending––0.6870k–
LSKLiskEthereum0.1984550.193002-2.75%–pending––0.06126k–
OWLOwlto FinanceBinance Smart Chain0.00091930.000894168-2.73%–pending––1.2960k–
CChainbaseBase0.081650.079426-2.72%–pending––0.98444k–
ACPArena Of FaithEthereum0.0040230.003914-2.71%–pending––0.2332k–
DNTdistrict0xEthereum0.0079380.007725-2.68%–pending––0.6652k–
NMRNumeraireEthereum11.34511.0412-2.68%–pending––0.54511k–
BULLABULLABinance Smart Chain0.0708740.068977-2.68%–pending––1.03131k–
VELOVeloStellar0.0385550.037524-2.67%–pending––1.19165k–
SAGASagaSaga0.0195450.019025-2.66%–pending––0.4752k–
KMNOKaminoSolana0.039380.038337-2.65%–pending––1.26231k–
OPOptimismOptimism0.1296820.126251-2.65%–pending––1.63225k–
METMeteoraSolana0.33840.32945-2.64%–pending––1.10511k–
CVXConvex FinanceEthereum2.39752.3343-2.64%–pending––1.17288k–
VELODROMEVELODROME0.038490.037475-2.64%–pending––1.1913k–
FLORKFLORKBinance Smart Chain0.0041250.004019-2.57%–pending––5.1365k–
MHAMagic HashBinance Smart Chain0.0044520.004339-2.56%–pending––2.36391k–
SLCSilencioBase0.0001503790.000146585-2.52%–pending––0.8361k–
AKTAkash NetworkAkash0.73050.712285-2.49%–pending––1.481.0M–
AVaultanative0.097850.095418-2.49%–pending––1.0682k–
AINInfinity GroundBinance Smart Chain0.0405750.039569-2.48%–pending––0.2927k–
ELSAElsaBase0.0647650.063164-2.47%–pending––0.8721k–
ONOrochi NetworkEthereum0.1322150.128955-2.47%–pending––-0.82111k–
ORCAOrcaSolana1.76991.7264-2.46%–pending––1.10492k–
SKRSeekerSolana0.0150480.014678-2.46%–pending––0.84139k–
ACEFusionistBinance Smart Chain0.149250.145597-2.45%–pending––-0.084.3M–
STONKSTONKSolana0.125450.122406-2.43%–pending––1.009,246–
RDNTRadiant CapitalEthereum0.000550650.000537316-2.42%–pending––0.3341k–
ZESTZest ProtocolEthereum0.180250.175887-2.42%–pending––0.47193k–
UNIUniswapEthereum7.43817.2598-2.40%–pending––1.4911.7M–
PROPSPropbaseEthereum0.0062190.00607-2.39%–pending––0.38216k–
NEONNeonSolana0.005590.005457-2.39%–pending––-0.09705k–
PARTIParticle NetworkBase0.029480.028777-2.38%–pending––0.4523k–
DASHDashDash50.4549.2495-2.38%–pending––1.171.6M–
FTTFTXEthereum0.25560.24952-2.38%–pending––0.40327k–
NEARNEAR ProtocolNEAR4.9284.8111-2.37%–pending––1.3456.1M–
KAVAKavaBinance Smart Chain0.07050.068836-2.36%–pending––0.2620k–
NEXANexanative0.0000010940.000001068-2.36%–pending––-0.1466k–
SUISuiSui1.02941.0052-2.35%–pending––1.5924.1M–
API3Api3Ethereum0.28160.274996-2.35%–pending––0.91230k–
VVVVenice TokenBase25.487124.892-2.33%–pending––1.126.3M–
PUMPPump.funSolana0.0048710.004758-2.31%–pending––1.095.1M–
WEMIXWEMIXnative0.183850.179615-2.30%–pending––0.123,182–
PAALPAAL AIEthereum0.0083290.008137-2.30%–pending––1.7675k–
PEAQpeaqEthereum0.0380850.037208-2.30%–pending––0.97191k–
XNYCodattaBinance Smart Chain0.0060160.005878-2.29%–pending––0.1922k–
AXLAxelarEthereum0.053650.052421-2.29%–pending––1.01205k–
KAIAKaianative0.0418850.040927-2.29%–pending––1.662,555–
ENAEthenaEthereum0.19590.191437-2.28%–pending––1.897.6M–
CHRChromiaEthereum0.019250.018812-2.28%–pending––1.266,609–
ZECZcashZcash1,257.651,229.17-2.26%–pending––1.76112.4M–
AIOZAIOZ NetworkEthereum0.108080.105641-2.26%–pending––1.97508k–
9BITThe9bitSolana0.0615060.060119-2.26%–pending––-1.83514k–
ORAIOraichainEthereum0.5192750.507687-2.23%–pending––0.9814k–
SGBSongbirdnative0.0010870.001063-2.23%–pending––0.9016k–
RENDERRenderEthereum1.85181.8106-2.23%–pending––1.162.6M–
BROCCOLI714?0.0209850.020518-2.23%–pending––0.85865k–
DRIFTDrift ProtocolSolana0.0155650.015219-2.22%–pending––0.77186k–
KERNELKernelDAOEthereum0.0464440.045413-2.22%–pending––1.1424k–
MCNMCNCOINBinance Smart Chain0.10190.099638-2.22%–pending––0.1740k–
ZRCZircuitEthereum0.0012430.001215-2.21%–pending––1.954,504–
URANUSURANUSEthereum0.003690.003609-2.20%–pending––1.152,578–
DELTADeltaRobinhood0.0122750.012005-2.20%–pending––3.3995k–
HUMAHuma FinanceSolana0.028860.028229-2.19%–pending––1.151.5M–
ALGOAlgorandAlgorand0.11370.111227-2.18%–pending––1.031.6M–
GNSSyli0.4540.444154-2.17%–pending––1.13259k–
QFIQuantix FinanceTron18.062517.6709-2.17%–pending––1.61116k–
PEPEPepeEthereum0.0000045550.000004457-2.15%–pending––2.113.0M–
AEROAerodrome FinanceBase0.8855150.866525-2.14%–pending––1.157.1M–
SEISeiSei0.061130.059822-2.14%–pending––1.221.4M–
XTZTezosTezos0.31310.306476-2.12%–pending––1.16153k–
OPGOpenGradientBase0.127310.124623-2.11%–pending––0.74118k–
ARArweaveArweave3.85653.7753-2.11%–pending––1.75117k–
DEEPDeepBookSui0.0199450.019526-2.10%–pending––1.37135k–
REZRenzoEthereum0.0039040.003822-2.10%–pending––0.72138k–
BBUILDonBinance Smart Chain0.13310.130313-2.09%–pending––0.5695k–
SOILSoilEthereum0.1146850.112291-2.09%–pending––0.2228k–
ARCSOL?0.051790.050712-2.08%–pending––-0.1463k–
STOCSTO Chainnative0.8631250.845262-2.07%–pending––0.1544k–
SENTSentientEthereum0.021680.021233-2.06%–pending––0.80480k–
FILFilecoinFilecoin1.03211.0109-2.06%–pending––1.233.1M–
THEThenaBinance Smart Chain0.054950.053823-2.05%–pending––0.94336k–
WALWalrusSui0.039580.038775-2.03%–pending––1.0978k–
FLUXFluxnative0.071580.070125-2.03%–pending––1.0124k–
GMGM.AISolana0.0007090.000694622-2.03%–pending––1.0078k–
DYMDymensionOsmosis0.017780.01742-2.03%–pending––1.0516k–
XCNOnyxcoinEthereum0.0040920.00401-2.01%–pending––1.23947k–
NAKANakamoto GamesPolygon0.101190.099161-2.00%–pending––0.75105k–
SOLVSolv ProtocolEthereum0.004440.004351-2.00%–pending––0.359,758–
FOLKSFOLKSEthereum2.47312.4238-2.00%–pending––0.316,515–
QUBICQubicnative4.68e-74.59e-7-1.97%–pending––0.25267k–
DIADIAEthereum0.164270.161055-1.96%–pending––0.65110k–
MYMetYaBinance Smart Chain0.01890.018531-1.95%–pending––0.1138k–
XPLPlasmanative0.0782250.0767-1.95%–pending––1.63891k–
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.