8=======>

2026-09-28 · +30d

lstm_s4 · test · 983 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 983 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
FONEapeonfoneSolana0.0068620.0053-22.77%–pending––0.96228k–
PUBLICPublicAINEAR0.006410.004995-22.06%–pending––0.2352k–
AKEAkedoBinance Smart Chain0.0319970.026651-16.71%–pending––-1.181.8M–
STONKSStonks on ETHEthereum0.000836950.000699372-16.44%–pending––1.0098k–
FLYBRAINflybrainRobinhood0.00048210.0004053-15.93%–pending––1.00105k–
BENBENBinance Smart Chain0.00059110.000498516-15.66%–pending––1.00107k–
BEATAudieraBinance Smart Chain0.0913250.077129-15.54%–pending––0.221.8M–
CHEQCHEQD NetworkEthereum0.003830.003245-15.28%–pending––0.3530k–
PIVXPIVXnative0.0395940.033631-15.06%–pending––0.3153k–
TOADThe Toad PepeSolana0.0020490.001741-15.04%–pending––1.3573k–
CLOREClore.ainative0.0027780.002361-14.99%–pending––0.2055k–
SOCKSockBinance Smart Chain0.000189350.000161868-14.51%–pending––1.0073k–
AVTAventusEthereum0.3650450.313044-14.24%–pending––-0.3236k–
CPCluster ProtocolBase0.0127850.010984-14.09%–pending––1.00342k–
COLLECTCollect on FanableBinance Smart Chain0.018670.016073-13.91%–pending––0.7790k–
MEMEROBINHOOD?0.029120.025177-13.54%–pending––1.00231k–
TREADTread.fiEthereum1.13830.98636-13.35%–pending––1.00327k–
NEONNeonSolana0.0347550.030187-13.14%–pending––-0.2615k–
STAYSTAYNEXBinance Smart Chain0.000006430.000005586-13.12%–pending––-0.0236k–
KSKDKaskadIgra0.0030960.002694-13.01%–pending––-0.2833k–
MUSEBOOKmusebookRobinhood0.000061520.000053525-13.00%–pending––1.00221k–
OGPUOPEN GPUEthereum0.0545150.047453-12.95%–pending––1.0612k–
DRVDeriveEthereum0.369520.321875-12.89%–pending––1.541.0M–
LAPTOPHunter Biden's LaptopBase0.077850.06787-12.82%–pending––1.00371k–
MARSCOINMarsCoinBinance Smart Chain0.157850.137908-12.63%–pending––1.0022.2M–
TUTTutorialBinance Smart Chain0.023190.020353-12.23%–pending––0.905.1M–
SUEcat wif helmetSolana0.0013150.001155-12.15%–pending––4.9299k–
NAKANakamoto GamesPolygon0.09290.081688-12.07%–pending––0.67111k–
FUSEFuseEthereum0.0079420.006985-12.04%–pending––0.4744k–
ROBOFabric ProtocolEthereum0.009030.007945-12.01%–pending––0.85100k–
TRUMPOfficial TrumpSolana2.0091.7681-11.99%–pending––1.223.8M–
QIBENQIAvalanche0.0031640.002789-11.85%–pending––0.5534k–
CLOUDDeCloudEthereum0.0660.058186-11.84%–pending––0.284,723–
CYSCysicBase0.156250.137752-11.84%–pending––0.77127k–
OWLOwlto FinanceBinance Smart Chain0.001210.001067-11.83%–pending––2.0857k–
MINAMina Protocolnative0.1492350.131611-11.81%–pending––1.24679k–
QNTQuantEthereum230.42203.2228-11.80%–pending––0.72467k–
ORBIOOrbio.soRobinhood0.0709650.062668-11.69%–pending––1.0091k–
VELVETVelvetBase0.05510.048677-11.66%–pending––-0.6443k–
SUTSuper TrustPolygon0.397350.351508-11.54%–pending––0.40105k–
MHAMagic HashBinance Smart Chain0.0092860.008217-11.51%–pending––1.001.4M–
CASHCATCash CatRobinhood0.1830440.162031-11.48%–pending––1.605.9M–
ZETAZetaChainEthereum0.052290.046329-11.40%–pending––1.5821k–
URANUSURANUSEthereum0.004210.003733-11.34%–pending––1.2613k–
ANSEMThe Black BullSolana0.152650.135422-11.29%–pending––1.63650k–
NATIXNATIX NetworkSolana0.000191660.000170092-11.25%–pending––1.1929k–
NPCNon-Playable CoinEthereum0.0234920.020873-11.15%–pending––1.86237k–
MUBARAKMubarakBinance Smart Chain0.0588250.052295-11.10%–pending––0.8726k–
BPBackpackSolana1.27091.1302-11.07%–pending––1.25137k–
KAIOKAIOEthereum0.0331970.029534-11.03%–pending––0.2118k–
HEMIHemiEthereum0.0060670.005409-10.85%–pending––1.62912–
EDELEdelEthereum0.026560.023694-10.79%–pending––0.77158k–
CHEXChintaiEthereum0.019950.017798-10.79%–pending––0.617,272–
PUFFERPufferEthereum0.0257330.022968-10.74%–pending––1.054,706–
ARKARKnative0.238650.213101-10.71%–pending––0.910–
JUGGERNAUTThe JuggernautRobinhood0.0084620.007556-10.70%–pending––0.9374k–
STRKStarknetEthereum0.041810.03734-10.69%–pending––1.56564k–
0G0GEthereum0.28950.258563-10.69%–pending––0.8756k–
VVVVenice TokenBase27.812924.877-10.56%–pending––0.928.6M–
USELESSUseless CoinSolana0.2370950.212115-10.54%–pending––2.5111.0M–
BTRBitlayerEthereum0.047690.04269-10.48%–pending––0.49212k–
SWMSwarm0.1235350.110677-10.41%–pending––-1.89836k–
SYNSynapseEthereum0.17230.154383-10.40%–pending––1.29108k–
JUPITER?0.327550.293727-10.33%–pending––1.30784k–
ETNElectroneumnative0.0021420.001921-10.31%–pending––0.6376k–
HMMThinking CatRobinhood0.0107780.009671-10.27%–pending––3.4072k–
DRIFTDrift ProtocolSolana0.018980.017036-10.24%–pending––0.81120k–
FOLDThe InterfoldEthereum0.0610350.054788-10.24%–pending––0.5768k–
CNPYCanopyBinance Smart Chain0.37040.332498-10.23%–pending––1.00884k–
ATSAlltoscanBinance Smart Chain0.044430.039967-10.04%–pending––0.1983k–
BULLABULLABinance Smart Chain0.0816240.073442-10.02%–pending––0.97456k–
ARXArciumSolana0.258850.232902-10.02%–pending––0.46283k–
WIFdogwifhatSolana0.2344250.210983-10.00%–pending––1.77988k–
PAALPAAL AIEthereum0.0103550.009323-9.96%–pending––1.9759k–
GOATEDGOAT NetworkBinance Smart Chain0.0146580.013199-9.95%–pending––-0.0427k–
MCATMarscat TokenBinance Smart Chain0.7806350.703086-9.93%–pending––1.002.0M–
CLOYei FinanceSei V20.0570250.051372-9.91%–pending––-0.38138k–
RHEARHEASolana0.1220480.109968-9.90%–pending––1.9131k–
POWERPower ProtocolEthereum0.0992750.089502-9.84%–pending––-0.17268k–
FLOCKFLOCKEthereum0.0649910.058607-9.82%–pending––1.19853k–
MAMEMame InuBinance Smart Chain0.000982650.000886567-9.78%–pending––0.9951k–
TOWNSTownsEthereum0.0020510.001851-9.74%–pending––0.84101k–
44Binance Smart Chain0.0229490.020716-9.73%–pending––0.86482k–
BATONbatonSolana0.0031930.002885-9.66%–pending––1.00100k–
META2META218.455516.6916-9.56%–pending––1.410–
PROMPromEthereum6.33355.7296-9.54%–pending––0.435.4M–
AIINUAI INUSolana0.2136340.19327-9.53%–pending––0.53154k–
SOONSOONSolana0.31010.280623-9.51%–pending––0.456,470–
DSYNCDestra NetworkEthereum0.0082590.007483-9.40%–pending––1.7354k–
ACPArena Of FaithEthereum0.0034390.003118-9.33%–pending––0.2425k–
BASECATBasecatBase0.0146750.013312-9.29%–pending––2.801.1M–
BRBedrockEthereum0.8929550.810462-9.24%–pending––1.94818k–
ARArweaveArweave4.31253.9149-9.22%–pending––1.51116k–
APRCapricornEthereum0.119950.108898-9.21%–pending––0.66195k–
SEISeiSei0.0773250.070221-9.19%–pending––1.121.3M–
AIOTOKZOOBinance Smart Chain0.0627010.056953-9.17%–pending––0.3056k–
AVAAI?0.0102150.00928-9.16%–pending––-0.506,242–
AURORAAuroraEthereum0.0618460.056189-9.15%–pending––2.9432k–
STXStacksnative0.31390.285208-9.14%–pending––1.48967k–
DELTADeltaRobinhood0.0219760.019973-9.12%–pending––3.72168k–
SPCMSPACEM WORLDAvalanche0.00070390.000640542-9.00%–pending––0.21217k–
WEMIXWEMIXnative0.194950.177435-8.98%–pending––0.11949–
BNKRBankrCoinBase0.000405050.000368709-8.97%–pending––1.64392k–
FATCOINFATCOINRobinhood0.000745350.000678907-8.91%–pending––1.00131k–
AOao Computernative4.5884.1799-8.90%–pending––1.2961k–
PAIDPaidSolana0.0166690.0152-8.81%–pending––1.00182k–
JIMOTHYJimothy The RaccoonSolana0.0046140.004209-8.77%–pending––2.7098k–
ZKPzkPassEthereum0.048840.044562-8.76%–pending––0.827,595–
EGLDMultiversXnative4.52114.1269-8.72%–pending––0.86191k–
PRLPearlnative0.1153850.105363-8.69%–pending––-0.31101k–
ALCHAlchemist AISolana0.054030.049338-8.68%–pending––1.222,269–
FLORKFLORKBinance Smart Chain0.0062950.005751-8.65%–pending––5.04142k–
SKRSeekerSolana0.018850.017224-8.63%–pending––0.66338k–
PENDLEPendleEthereum2.38432.1803-8.56%–pending––1.031.4M–
FIROFironative1.24961.143-8.53%–pending––0.7792k–
MELANIAMelania MemeSolana0.102350.093642-8.51%–pending––1.0945k–
TIBBIRRibbita by Virtuals [OLD]Base0.2914750.266773-8.47%–pending––1.75163k–
AICAI CompanionsBinance Smart Chain0.0409870.037514-8.47%–pending––-0.4161k–
WODWorld of DypiansBinance Smart Chain0.0054190.00496-8.47%–pending––0.2832k–
BKNBrickkenEthereum0.1216250.111379-8.42%–pending––1.00116k–
ANONHey AnonEthereum0.33550.30733-8.40%–pending––0.767,998–
PUMPPump.funSolana0.0049260.004512-8.39%–pending––0.863.2M–
UAIUnifAI NetworkBinance Smart Chain0.2882150.26403-8.39%–pending––-0.25601k–
ONGOntology Gasnative0.0894050.081928-8.36%–pending––0.93245–
HYPEHyperliquidHyperliquid87.48580.1892-8.34%–pending––1.2339.0M–
UNIUniswapEthereum8.80388.0698-8.34%–pending––1.2320.6M–
SHROOMMUSHROOMRobinhood0.0204520.018751-8.32%–pending––1.00145k–
BBUILDonBinance Smart Chain0.1763950.161749-8.30%–pending––0.86194k–
CROSSCROSS0.153530.140932-8.21%–pending––0.1361k–
DASHDashDash65.58560.2072-8.20%–pending––1.124.3M–
BNBBNBBNB Chain763.53701.1071-8.18%–pending––0.632.8M–
PEAQpeaqEthereum0.042080.038644-8.17%–pending––0.97194k–
SIGNSignEthereum0.0126540.011623-8.15%–pending––0.9427k–
NIULAI?0.1158450.106422-8.13%–pending––1.301.7M–
RAYRaydiumSolana1.89791.7446-8.08%–pending––1.301.9M–
NILNillionEthereum0.08810.080988-8.07%–pending––0.6497k–
SHXStrongholdEthereum0.0052070.004787-8.07%–pending––1.0590k–
HBARHederaHedera0.1220.112165-8.06%–pending––0.835.3M–
STRAXXertranative0.0113730.010456-8.06%–pending––0.922,453–
ALGOAlgorandAlgorand0.1359250.124987-8.05%–pending––0.931.6M–
GIGAGigachadSolana0.0021440.001973-7.98%–pending––1.71302k–
ZORAZoraBase0.0079490.007316-7.96%–pending––1.17918k–
SSonicnative0.0388250.035742-7.94%–pending––1.30161k–
ZEREBROZerebroSolana0.0317750.029259-7.92%–pending––0.3527k–
CETUSCetus ProtocolSui0.0282250.025991-7.92%–pending––1.053,722–
XRDRadixnative0.000415350.000382481-7.91%–pending––-0.7852k–
GAIBGAIBEthereum0.0298750.02752-7.88%–pending––-0.604,699–
KOMAKoma InuBinance Smart Chain0.0191830.017673-7.87%–pending––0.43138k–
VTHOVeThornative0.0007090250.000653372-7.85%–pending––0.35587k–
MORPHOMorphoEthereum2.53622.3371-7.85%–pending––0.711.4M–
BFCBifrostEthereum0.027530.025373-7.84%–pending––-0.571,012–
SOLVSolv ProtocolEthereum0.004290.003954-7.82%–pending––0.2513k–
SNEKSnekCardano0.00059050.00054442-7.80%–pending––2.0312k–
SPXSPX6900Ethereum0.41910.386428-7.80%–pending––2.00856k–
NEXANexanative0.0000011230.000001035-7.79%–pending––-0.2468k–
PIEVERSEPieverseEthereum1.46681.3531-7.76%–pending––1.4537k–
AIOOlaXBTBinance Smart Chain0.037710.034793-7.74%–pending––0.5817k–
PROPSPropbaseEthereum0.0068970.006365-7.73%–pending––0.32224k–
HOOKRHookr.funRobinhood0.0109150.010073-7.71%–pending––6.4187k–
OTCOTCSolana0.0045030.004156-7.71%–pending––1.0046k–
NEARNEAR ProtocolNEAR4.82034.4496-7.69%–pending––1.2123.9M–
4STOCK4StockBinance Smart Chain0.0097720.009024-7.65%–pending––1.00544k–
MOOMemory cow MooRobinhood0.01250.011545-7.64%–pending––1.00108k–
SQDSQDBase0.029610.027349-7.64%–pending––0.70162k–
ACEFusionistBinance Smart Chain0.185050.170923-7.63%–pending––-0.282.9M–
POWRPowerledgerEthereum0.0680.062821-7.62%–pending––0.4174k–
VELOVeloStellar0.035190.032516-7.60%–pending––1.32157k–
ZZZZZZRobinhood0.0215550.019928-7.55%–pending––1.0098k–
AIOZAIOZ NetworkEthereum0.119590.110571-7.54%–pending––1.74309k–
GRVTGRVT TokenEthereum0.20570.190199-7.54%–pending––0.07129k–
CATECateCoinBinance Smart Chain0.0755460.06986-7.53%–pending––4.51296k–
ENAEthenaEthereum0.2564850.23725-7.50%–pending––1.705.7M–
UBIKubikRobinhood0.0210550.019478-7.49%–pending––1.0059k–
PAIRPairPunkSolana0.0036310.003359-7.48%–pending––1.00114k–
CSPRCasper Networknative0.0027310.002527-7.48%–pending––0.5251k–
SAFFRONFI?115.535106.9043-7.47%–pending––0.9515k–
GOATGoatseus MaximusSolana0.0186450.017256-7.45%–pending––1.1424k–
KAITOKAITOBase0.33430.309408-7.45%–pending––0.93151k–
THETATheta Networknative0.224340.207683-7.42%–pending––1.1659k–
FISStafiEthereum0.0017050.001579-7.42%–pending––0.681,254–
AGIDelysiumEthereum0.0065430.00606-7.39%–pending––1.7827k–
TICSQubeticsnative0.0077550.007184-7.37%–pending––0.97108k–
MANTAManta NetworkManta Pacific0.067760.062792-7.33%–pending––0.65220k–
KERNELKernelDAOEthereum0.0514160.047658-7.31%–pending––1.1024k–
EDENOpenEdenEthereum0.060940.056499-7.29%–pending––0.93699k–
OPTIMOptimism0.13420.12449-7.24%–pending––1.411.2M–
CATICatizenTON0.0609580.056568-7.20%–pending––0.3511k–
SOMISomnianative0.2020.18747-7.19%–pending––0.8139k–
VELODROMEVELODROME0.035160.032631-7.19%–pending––1.316,764–
TURBOTurboEthereum0.0010080.000936036-7.18%–pending––1.19102k–
PHAPHALAEthereum0.060540.056194-7.18%–pending––1.2648k–
METRONOMEMETRONOME0.3301850.306516-7.17%–pending––1.3788k–
SKYAISkyAIBinance Smart Chain0.039370.036552-7.16%–pending––1.45561k–
KAVAKavaBinance Smart Chain0.06840.063513-7.14%–pending––0.3032k–
MBLMovieBlocOntology0.000820150.000761656-7.13%–pending––0.75926–
TAITARS AISolana0.0042050.003906-7.11%–pending––0.827,549–
BREWBREWBinance Smart Chain0.0094210.008752-7.09%–pending––1.00198k–
CHIRPChirper AISolana0.008410.007814-7.09%–pending––1.3325k–
PYTHPyth NetworkSolana0.081210.075458-7.08%–pending––0.71622k–
BANANAS31Banana For ScaleBinance Smart Chain0.0077740.007223-7.08%–pending––0.726,182–
DGAIDGrid AIArbitrum1.0160.944272-7.06%–pending––1.80597k–
ARBArbitrumEthereum0.20190.187653-7.06%–pending––1.489.5M–
QFIQuantix FinanceTron18.77517.4585-7.01%–pending––1.4911k–
SUISuiSui1.16721.0859-6.97%–pending––1.4719.0M–
GHXGamerCoinEthereum0.0119730.011139-6.97%–pending––0.5951k–
ANDYETH?0.0000124420.000011577-6.96%–pending––2.6651k–
ZECZcashZcash1,483.011,380.05-6.94%–pending––1.70146.3M–
CATSimon's CatSolana0.0000022590.000002103-6.92%–pending––0.8958k–
GRIFFAINGRIFFAINSolana0.017310.016115-6.91%–pending––0.9514k–
PROLOGUEPrologueRobinhood0.008270.007703-6.86%–pending––1.00100k–
OCTAOctaSpaceEthereum0.117050.10904-6.84%–pending––0.3415k–
PEOPLEConstitutionDAOEthereum0.0094350.00879-6.84%–pending––1.251.0M–
USTalusSui0.030650.02857-6.79%–pending––0.9847k–
ORBSOrbsEthereum0.0072570.006764-6.79%–pending––0.456,697–
CBKCobakEthereum0.2230.207874-6.78%–pending––0.577,872–
SOPHSophonEthereum0.0034850.003249-6.78%–pending––0.661.6M–
BSBBlock StreetEthereum0.0974250.090819-6.78%–pending––1.33598k–
POLPOL (ex-MATIC)Ethereum0.1168950.108985-6.77%–pending––0.781.2M–
STEEMSteemnative0.063670.05939-6.72%–pending––0.62517k–
PONDMarlinEthereum0.0014550.001357-6.72%–pending––1.1017k–
KCSKuCoinnative7.44756.9475-6.71%–pending––0.79619k–
NOCKNockchainBase0.0229350.021398-6.70%–pending––1.4644k–
KASKaspaKaspa0.045460.042414-6.70%–pending––1.07930k–
FFFalcon FinanceEthereum0.1227350.114514-6.70%–pending––-0.3410k–
FARTCOINFartcoinSolana0.167330.156131-6.69%–pending––2.052.6M–
XVGVergenative0.0031320.002923-6.67%–pending––0.78544k–
AVAAVA (Travala)Ethereum0.24320.226981-6.67%–pending––0.6936k–
LIGHTER?4.4454.1488-6.66%–pending––1.525.4M–
VRVictoria VREthereum0.0014860.001387-6.65%–pending––0.34186k–
PINPinLinkEthereum0.0563850.052635-6.65%–pending––2.8164k–
RIORealio Network TokenEthereum0.065580.061223-6.64%–pending––1.6133k–
VETVeChainVeChain0.0088840.008294-6.64%–pending––1.12800k–
TThreshold NetworkEthereum0.005380.005023-6.64%–pending––0.4871k–
XCXXeleb ProtocolBinance Smart Chain0.0034160.00319-6.63%–pending––0.5450k–
ALPHAlephiumEthereum0.0609350.056895-6.63%–pending––0.5663k–
FILFilecoinFilecoin1.06280.992535-6.61%–pending––1.172.9M–
COQCoq InuAvalanche1.23e-71.15e-7-6.59%–pending––1.587,288–
ELELYSIAEthereum0.0017330.001619-6.56%–pending––0.83108k–
PENGUPudgy PenguinsEthereum0.0094610.00884-6.56%–pending––1.693.1M–
KCTKonnectEthereum0.00062420.000583353-6.54%–pending––0.22133k–
ZKZKsyncEthereum0.0124580.011646-6.52%–pending––1.33262k–
DOTPolkadotPolkadot1.18211.105-6.52%–pending––0.964.1M–
MTLMetal DAOMetal L20.325250.304078-6.51%–pending––1.10262k–
CHIPUSD.AIEthereum0.043910.041052-6.51%–pending––1.61205k–
MICRODUCKmicroduckRobinhood0.0036350.003402-6.43%–pending––1.69123k–
STBLSTBLBinance Smart Chain0.0260330.024361-6.42%–pending––0.8655k–
QKCQuarkChainEthereum0.0028210.00264-6.41%–pending––0.76179k–
WWormholeEthereum0.0137580.012877-6.41%–pending––1.0299k–
GTCGitcoinEthereum0.08570.080208-6.41%–pending––0.849,246–
STONKBROKERStonkBrokerRobinhood0.0079420.007434-6.40%–pending––0.98114k–
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.