8=======>

2026-09-24 · +30d

lstm_s4 · test · 977 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 977 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
NEONNeonSolana0.092450.060827-34.21%–pending––-0.4415k–
SOCKSockBinance Smart Chain0.00014980.000102133-31.82%–pending––1.0074k–
SHROOMMUSHROOMRobinhood0.0224350.017852-20.43%–pending––1.00145k–
ALEOALEOBinance Smart Chain0.0426020.033975-20.25%–pending––0.3343k–
AURORAAuroraEthereum0.0906940.074172-18.22%–pending––2.8523k–
CYSCysicBase0.18410.154266-16.21%–pending––0.61175k–
SAGASagaSaga0.074020.062418-15.67%–pending––0.3463k–
ETNElectroneumnative0.0029630.0025-15.62%–pending––0.4975k–
RHEARHEASolana0.0757680.063939-15.61%–pending––1.8116k–
TUTTutorialBinance Smart Chain0.027160.022973-15.41%–pending––0.848.5M–
FLYBRAINflybrainRobinhood0.0006670.000570112-14.53%–pending––1.00137k–
NILNillionEthereum0.11120.09533-14.27%–pending––0.6297k–
NPCNon-Playable CoinEthereum0.022460.019272-14.19%–pending––1.87264k–
NEXANexanative0.0000012160.000001047-13.90%–pending––-0.2468k–
CHIRPChirper AISolana0.0105940.009144-13.69%–pending––1.2332k–
RAYRaydiumSolana2.10391.8162-13.68%–pending––1.271.6M–
ALLOAlloraEthereum0.28460.245692-13.67%–pending––0.20219k–
AKEAkedoBinance Smart Chain0.0357580.030879-13.65%–pending––-1.191.9M–
NATIXNATIX NetworkSolana0.000140330.000121628-13.33%–pending––1.1429k–
SUEcat wif helmetSolana0.0017080.001482-13.25%–pending––1.00100k–
SUTSuper TrustPolygon0.43120.374267-13.20%–pending––0.43105k–
FUSEFuseEthereum0.0088770.007709-13.16%–pending––0.4245k–
DELTADeltaRobinhood0.0244480.021237-13.13%–pending––3.64161k–
LONGXIA?0.103440.08989-13.10%–pending––1.004.7M–
OTCOTCSolana0.0087620.007619-13.04%–pending––1.0046k–
BULLABULLABinance Smart Chain0.1041990.090622-13.03%–pending––0.94456k–
BATONbatonSolana0.0011140.000969644-12.96%–pending––1.0080k–
ORBIOOrbio.soRobinhood0.061290.053387-12.89%–pending––1.0091k–
FLORKFLORKBinance Smart Chain0.0087680.007645-12.81%–pending––5.00147k–
PROLOGUEPrologueRobinhood0.013060.011399-12.72%–pending––1.00109k–
USELESSUseless CoinSolana0.282520.246915-12.60%–pending––2.4610.8M–
AIINUAI INUSolana0.2257460.197555-12.49%–pending––0.51169k–
MCATMarscat TokenBinance Smart Chain0.731890.641292-12.38%–pending––1.002.1M–
FLOCKFLOCKEthereum0.0712410.06258-12.16%–pending––1.17853k–
CROSSCROSS0.153320.134718-12.13%–pending––0.1665k–
REDRedStoneEthereum0.16090.141486-12.07%–pending––1.17149k–
STXStacksnative0.31340.276038-11.92%–pending––1.461.1M–
SSonicnative0.040920.036057-11.88%–pending––1.28161k–
BROCCOLI714?0.028920.025485-11.88%–pending––0.69963k–
NOCKNockchainBase0.030920.027252-11.86%–pending––1.5741k–
ARBArbitrumEthereum0.216450.190816-11.84%–pending––1.427.0M–
PUFFERPufferEthereum0.0284320.025076-11.80%–pending––1.045,144–
FATCOINFATCOINRobinhood0.00097780.000862477-11.79%–pending––1.00145k–
DSYNCDestra NetworkEthereum0.0076910.006785-11.79%–pending––1.7354k–
ARKARKnative0.19330.170666-11.71%–pending––0.950–
BEATAudieraBinance Smart Chain0.095360.084202-11.70%–pending––0.142.0M–
FIROFironative1.21511.0731-11.69%–pending––0.7382k–
SKRSeekerSolana0.0206940.018277-11.68%–pending––0.60385k–
QFIQuantix FinanceTron18.46216.3094-11.66%–pending––1.454,764–
SYNSynapseEthereum0.20550.181602-11.63%–pending––1.14103k–
OWLOwlto FinanceBinance Smart Chain0.0011710.001036-11.50%–pending––1.9756k–
CNPYCanopyBinance Smart Chain0.40050.354758-11.42%–pending––1.001.0M–
DRVDeriveEthereum0.453640.401864-11.41%–pending––1.331.0M–
PIEVERSEPieverseEthereum1.61111.4273-11.41%–pending––1.4342k–
ACEFusionistBinance Smart Chain0.18760.166204-11.41%–pending––-0.272.7M–
NOSNosanaSolana0.42010.372207-11.40%–pending––1.0629k–
SPCMSPACEM WORLDAvalanche0.00070960.000629766-11.25%–pending––0.00227k–
HNTHeliumSolana0.51180.454323-11.23%–pending––1.241.2M–
BRBedrockEthereum0.97540.866026-11.21%–pending––1.85229k–
CATECateCoinBinance Smart Chain0.0938610.083574-10.96%–pending––4.50291k–
BENBENBinance Smart Chain0.0005340.000476101-10.84%–pending––1.00118k–
BPBackpackSolana1.04860.935292-10.81%–pending––1.25119k–
SPASperaxEthereum0.0032220.002876-10.74%–pending––0.5529k–
LSKLiskEthereum0.4076880.364061-10.70%–pending––0.0342k–
ANDYETH?0.0000130570.000011669-10.63%–pending––2.6652k–
PROPSPropbaseEthereum0.0069720.006237-10.55%–pending––0.33222k–
BLASTBlastBlast0.000453740.000405878-10.55%–pending––0.9038k–
44Binance Smart Chain0.0233660.020904-10.54%–pending––0.90498k–
AINInfinity GroundBinance Smart Chain0.022390.020045-10.47%–pending––0.3713k–
TOADThe Toad PepeSolana0.0024830.002223-10.47%–pending––1.4077k–
CVCCivicEthereum0.0304330.027252-10.45%–pending––0.7637k–
KOMAKoma InuBinance Smart Chain0.0202780.018165-10.42%–pending––0.39165k–
ARArweaveArweave4.524.0496-10.41%–pending––1.47107k–
AOao Computernative4.8634.3571-10.40%–pending––1.2360k–
EDELEdelEthereum0.029480.026417-10.39%–pending––0.85150k–
CLOREClore.ainative0.0019120.001713-10.38%–pending––0.2855k–
BROCCOLICZ's DogBinance Smart Chain0.028880.025888-10.36%–pending––0.6976k–
KAVAKavaBinance Smart Chain0.07040.063116-10.35%–pending––0.3131k–
ZESTZest ProtocolEthereum0.185260.166113-10.34%–pending––0.52229k–
GHXGamerCoinEthereum0.0129910.011649-10.33%–pending––0.6452k–
STONKSStonks on ETHEthereum0.00064560.00057894-10.33%–pending––1.00127k–
IOSTIOSTBinance Smart Chain0.0010430.000936196-10.25%–pending––1.078,293–
BERTBertram The PomeranianSolana0.0163720.014703-10.19%–pending––2.1029k–
XTZTezosTezos0.331020.297379-10.16%–pending––1.07149k–
GAIBGAIBEthereum0.030370.027292-10.13%–pending––-0.582,367–
JUGGERNAUTThe JuggernautRobinhood0.0061650.005541-10.12%–pending––1.0583k–
PEAQpeaqEthereum0.042950.038658-9.99%–pending––0.94151k–
STRKStarknetEthereum0.039120.035221-9.97%–pending––1.59563k–
VVVVenice TokenBase30.985627.9153-9.91%–pending––0.957.5M–
EDENOpenEdenEthereum0.062890.056672-9.89%–pending––0.99848k–
PENDLEPendleEthereum2.59372.338-9.86%–pending––1.001.4M–
PODDolphinBase0.424950.383105-9.85%–pending––1.3049k–
COLLECTCollect on FanableBinance Smart Chain0.018370.016571-9.79%–pending––0.87109k–
MSTRXMicroStrategy xStockEthereum161.25145.4859-9.78%–pending––1.87355k–
AICAI CompanionsBinance Smart Chain0.0298750.026961-9.75%–pending––-0.2959k–
RIORealio Network TokenEthereum0.066240.059783-9.75%–pending––1.6133k–
DASHDashDash63.5257.3354-9.74%–pending––1.123.7M–
USTalusSui0.019750.017838-9.68%–pending––1.1147k–
LIGHTER?5.0714.5811-9.66%–pending––1.485.4M–
SHDWShadow TokenSolana0.02990.027013-9.66%–pending––0.928,457–
SOLVSolv ProtocolEthereum0.004150.00375-9.64%–pending––0.2619k–
BNKRBankrCoinBase0.00040420.000365355-9.61%–pending––1.65295k–
MTLMetal DAOMetal L20.33560.303375-9.60%–pending––1.07179k–
VELVETVelvetBase0.06120.055325-9.60%–pending––-0.8959k–
ZAMAZamaEthereum0.08860.080109-9.58%–pending––1.25130k–
UNIUniswapEthereum9.14718.2741-9.54%–pending––1.2118.7M–
POWRPowerledgerEthereum0.06870.062204-9.46%–pending––0.4772k–
B3B3 (Base)Base0.00071570.000648046-9.45%–pending––0.80144k–
PTBPortal to BitcoinEthereum0.0010080.000913347-9.39%–pending––0.8288k–
UPROBINHOOD?0.339960.308055-9.39%–pending––2.0460k–
BTRBitlayerEthereum0.057840.052415-9.38%–pending––0.47313k–
ENAEthenaEthereum0.22460.203535-9.38%–pending––1.765.1M–
DGAIDGrid AIArbitrum1.0230.927244-9.36%–pending––1.82757k–
BFCBifrostEthereum0.0293520.026606-9.36%–pending––-0.571,012–
STEEMSteemnative0.062950.057075-9.33%–pending––0.61341k–
SNEKSnekCardano0.0006110.000554106-9.31%–pending––2.0212k–
UBIKubikRobinhood0.0206530.018735-9.29%–pending––1.0059k–
JIMOTHYJimothy The RaccoonSolana0.0051920.004711-9.26%–pending––2.73103k–
NCTPolySwarmEthereum0.010390.00943-9.24%–pending––0.93104k–
AGIDelysiumEthereum0.0057610.00523-9.22%–pending––1.7128k–
VRAVerasityEthereum0.0000180.000016342-9.21%–pending––1.2823k–
LITLighterEthereum5.07294.6065-9.19%–pending––1.481.0M–
DRIFTDrift ProtocolSolana0.018830.017109-9.14%–pending––0.83117k–
ZECZcashZcash1,545.581,404.44-9.13%–pending––1.69142.6M–
4STOCK4StockBinance Smart Chain0.0114340.010393-9.10%–pending––1.00679k–
SOMISomnianative0.198650.180587-9.09%–pending––0.8240k–
WIFdogwifhatSolana0.236670.215209-9.07%–pending––1.761.1M–
METMeteoraSolana0.32890.299149-9.05%–pending––1.36202k–
TSTTestBinance Smart Chain0.019130.017404-9.02%–pending––0.521.3M–
SHELLMyShellEthereum0.028460.025897-9.01%–pending––0.91230k–
CLOUDDeCloudEthereum0.057650.052476-8.98%–pending––0.135,006–
TIACelestiaCosmos0.48850.44475-8.96%–pending––1.371.0M–
CChainbaseBase0.08140.074136-8.92%–pending––0.92131k–
XCNOnyxcoinEthereum0.0050380.00459-8.89%–pending––1.01726k–
NAKANakamoto GamesPolygon0.079640.072561-8.89%–pending––0.93112k–
ETHFIEther.fiEthereum0.6780.617755-8.89%–pending––1.25408k–
CHIPUSD.AIEthereum0.0476770.04345-8.87%–pending––1.62206k–
ZILZilliqaBinance Smart Chain0.0045060.004109-8.81%–pending––0.564,573–
SUSHISushiEthereum0.25590.23338-8.80%–pending––0.96203k–
CELRCeler NetworkEthereum0.003020.002757-8.68%–pending––0.833,300–
ZENHorizenBase7.4356.7904-8.67%–pending––1.27506k–
OPTIMOptimism0.13140.120057-8.63%–pending––1.401.2M–
ZETAZetaChainEthereum0.0512420.046851-8.57%–pending––1.6019k–
CHRChromiaEthereum0.021190.019377-8.56%–pending––1.122,964–
MUBARAKMubarakBinance Smart Chain0.044060.040315-8.50%–pending––0.8821k–
METRONOMEMETRONOME0.32880.300866-8.50%–pending––1.3652k–
HONEYHivemapperSolana0.001290.001181-8.49%–pending––0.50107k–
TRBTellor TributesEthereum20.3418.6167-8.47%–pending––1.24163k–
XPLPlasmanative0.110850.101475-8.46%–pending––1.751.3M–
SKYAISkyAIBinance Smart Chain0.046120.042249-8.39%–pending––1.70629k–
BICOBiconomyEthereum0.0225610.020674-8.37%–pending––1.19642k–
VETVeChainVeChain0.0092780.008504-8.34%–pending––1.10855k–
SCSiacoinnative0.0010080.000924079-8.33%–pending––0.6252k–
PINPinLinkEthereum0.056360.051688-8.29%–pending––2.7968k–
SUPERSuperVerseEthereum0.174590.160182-8.25%–pending––1.14228k–
BKNBrickkenEthereum0.111080.10192-8.25%–pending––1.02132k–
PYTHPyth NetworkSolana0.06830.062676-8.23%–pending––0.69547k–
FLUXFluxnative0.069150.063459-8.23%–pending––0.9223k–
SIGNSignEthereum0.0129130.011851-8.22%–pending––0.9540k–
PLUMEPlumeEthereum0.018090.016606-8.20%–pending––1.04275k–
PROMPromEthereum5.5825.1243-8.20%–pending––0.487.1M–
AIOZAIOZ NetworkEthereum0.121240.111301-8.20%–pending––1.72262k–
SEISeiSei0.062450.05734-8.18%–pending––1.18918k–
BREWBREWBinance Smart Chain0.0056050.005147-8.18%–pending––1.00219k–
INITInitiaInitia0.09990.091731-8.18%–pending––0.7210k–
INJInjectiveEthereum8.0467.3889-8.17%–pending––1.282.9M–
NEARNEAR ProtocolNEAR4.59294.219-8.14%–pending––1.2016.5M–
LAPTOPHunter Biden's LaptopBase0.0730.06708-8.11%–pending––1.001.8M–
DBRdeBridgeSolana0.025360.023313-8.07%–pending––0.1229k–
ALCHAlchemist AISolana0.053310.049011-8.06%–pending––1.241,946–
ROBOFabric ProtocolEthereum0.009930.00913-8.05%–pending––0.80113k–
MINAMina Protocolnative0.144670.133038-8.04%–pending––1.23659k–
ONDOOndoEthereum0.52210.480223-8.02%–pending––1.256.1M–
BTWBitwayEthereum0.95440.877922-8.01%–pending––-1.822.1M–
KERNELKernelDAOEthereum0.0546110.050272-7.94%–pending––1.0724k–
BCHBitcoin CashBitcoin Cash338.56311.7482-7.92%–pending––1.393.4M–
FILFilecoinFilecoin0.990.911813-7.90%–pending––1.162.5M–
THEThenaBinance Smart Chain0.08490.078245-7.84%–pending––0.78613k–
RHHyatt Hotels Tokenized Stock (Reality)Arbitrum0.0030950.002853-7.82%–pending––-0.09150k–
DYMDymensionOsmosis0.02120.019548-7.79%–pending––0.908,435–
QNTQuantEthereum90.0883.0628-7.79%–pending––0.71431k–
EMBERembercurveSolana0.01340.012357-7.78%–pending––1.00326k–
PHAPHALAEthereum0.050940.046981-7.77%–pending––1.3531k–
DOTPolkadotPolkadot1.15561.066-7.76%–pending––0.934.1M–
AVAXAvalancheAvalanche10.2029.4141-7.72%–pending––0.995.8M–
FARTCOINFartcoinSolana0.184720.170468-7.72%–pending––1.972.7M–
GRTThe GraphEthereum0.0262190.0242-7.70%–pending––1.24370k–
GRIFFAINGRIFFAINSolana0.015160.013993-7.70%–pending––0.9311k–
NOMNominaEthereum0.0021210.001958-7.68%–pending––0.76163k–
TIBBIRRibbita by Virtuals [OLD]Base0.252280.232926-7.67%–pending––1.77189k–
CETUSCetus ProtocolSui0.027070.025003-7.64%–pending––1.044,021–
LCXLCXEthereum0.0340.031415-7.60%–pending––0.7199k–
CPOOLClearpoolEthereum0.034120.031532-7.59%–pending––0.9365k–
KMNOKaminoSolana0.037920.035066-7.53%–pending––0.9883k–
VTHOVeThornative0.000752380.000695776-7.52%–pending––0.35359k–
EPICEpic Private Internet Cashnative0.50140.463828-7.49%–pending––0.9820k–
WODWorld of DypiansBinance Smart Chain0.0046830.004332-7.49%–pending––0.2931k–
ZORAZoraBase0.0088610.008198-7.48%–pending––1.16790k–
ZROLayerZeroEthereum1.43731.3305-7.43%–pending––0.71809k–
KAITOKAITOBase0.34990.323916-7.43%–pending––0.90164k–
SUISuiSui1.01440.939112-7.42%–pending––1.4716.8M–
ANONHey AnonEthereum0.40.370313-7.42%–pending––0.716,011–
VELODROMEVELODROME0.0302950.028047-7.42%–pending––1.266,328–
PENGUPudgy PenguinsEthereum0.009720.008999-7.42%–pending––1.663.1M–
ARXArciumSolana0.25180.233221-7.38%–pending––0.61227k–
TBKTronBankTron0.21220.196579-7.36%–pending––-0.0036k–
MOOMemory cow MooRobinhood0.010210.00946-7.35%–pending––1.00112k–
FETArtificial Superintelligence AllianceEthereum0.24790.229746-7.32%–pending––1.54763k–
KNOTSKNOTSSolana0.014190.013153-7.31%–pending––1.0066k–
FFFalcon FinanceEthereum0.1366250.126705-7.26%–pending––-0.3911k–
DIMODIMOEthereum0.010480.009723-7.22%–pending––0.3127k–
ONEONEchainBinance Smart Chain0.153330.142364-7.15%–pending––1.0020k–
JUPITER?0.30160.280203-7.09%–pending––1.30723k–
VELOVeloStellar0.030320.028181-7.05%–pending––1.26157k–
ERGErgonative0.33960.315857-6.99%–pending––1.2953k–
AEROAerodrome FinanceBase0.695090.646603-6.98%–pending––1.184.7M–
PAALPAAL AIEthereum0.008060.007498-6.97%–pending––2.0159k–
AVAAVA (Travala)Ethereum0.25560.237854-6.94%–pending––0.7036k–
BBUILDonBinance Smart Chain0.20760.193271-6.90%–pending––0.85194k–
WPAYWPAYPolygon0.756730.704715-6.87%–pending––0.321.9M–
BBBookieBotEthereum0.010520.009797-6.87%–pending––0.99890k–
LTCLitecoinLitecoin71.94867.0625-6.79%–pending––0.866.8M–
ONGOntology Gasnative0.092620.086476-6.63%–pending––0.881,043–
THETATheta Networknative0.223420.208659-6.61%–pending––1.1776k–
MORPHOMorphoEthereum2.81712.632-6.57%–pending––0.671.4M–
GGravity (by Galxe)Ethereum0.0056140.005246-6.55%–pending––1.1616k–
TAITARS AISolana0.004640.004336-6.54%–pending––0.7910k–
SHAREShareXBinance Smart Chain0.57410.536625-6.53%–pending––-0.0263k–
DOGDog (Bitcoin)Solana0.0011080.001036-6.50%–pending––1.49153k–
BASECATBasecatBase0.018520.017317-6.49%–pending––2.751.1M–
GRASSGrassSolana0.4380.409761-6.45%–pending––1.0092k–
RENDERRenderEthereum1.85421.7348-6.44%–pending––1.151.4M–
SPKSparkEthereum0.021180.019821-6.41%–pending––0.97266k–
BONKBonkEthereum0.000003780.000003538-6.41%–pending––1.561.4M–
ROBINROBINRobinhood0.0043330.004056-6.40%–pending––1.00163k–
PAIRPairPunkSolana0.005390.005046-6.37%–pending––1.00128k–
NIULAI?0.100640.094229-6.37%–pending––1.381.9M–
BERABerachainnative0.226250.211874-6.35%–pending––1.28177k–
FOLDThe InterfoldEthereum0.05970.055934-6.31%–pending––0.47131k–
MARSCOINMarsCoinBinance Smart Chain0.11520.107943-6.30%–pending––1.0031.2M–
WBTWhiteBIT CoinEthereum84.3879.0748-6.29%–pending––0.9344k–
KSMKusamaHydration4.574.2857-6.22%–pending––0.9099k–
HYPEHyperliquidHyperliquid92.0886.3567-6.22%–pending––1.2342.0M–
MAMEMame InuBinance Smart Chain0.0010290.000965355-6.19%–pending––1.1953k–
REZRenzoEthereum0.0039210.003679-6.17%–pending––0.68223k–
CAKEPancakeSwapEthereum2.7412.5739-6.10%–pending––0.69254k–
ALGOAlgorandAlgorand0.113280.106518-5.97%–pending––0.981.5M–
HOOKRHookr.funRobinhood0.0132730.012486-5.93%–pending––6.5693k–
PUNDIXPundi XEthereum0.12180.114606-5.91%–pending––1.0132k–
TRUMPOfficial TrumpSolana2.07441.9525-5.87%–pending––1.203.9M–
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.