8=======>

2026-09-30 · +30d

lstm_s4 · test · 985 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 985 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
MINTMintanaSolana0.469550.21855-53.46%–pending––1.00570k–
PUBLICPublicAINEAR0.0142640.010745-24.67%–pending––0.1454k–
FONEapeonfoneSolana0.0083530.00651-22.06%–pending––0.92219k–
AKEAkedoBinance Smart Chain0.0315910.026224-16.99%–pending––-1.181.8M–
TOADThe Toad PepeSolana0.0022590.001904-15.72%–pending––1.3365k–
MOVRMoonriverBase2.17651.846-15.18%–pending––1.2638k–
LAPTOPHunter Biden's LaptopBase0.07960.067842-14.77%–pending––1.00275k–
CPCluster ProtocolBase0.0128150.010936-14.66%–pending––1.00320k–
BEATAudieraBinance Smart Chain0.0910050.077694-14.63%–pending––0.111.7M–
URANUSURANUSEthereum0.0044910.003835-14.62%–pending––1.199,740–
STAYSTAYNEXBinance Smart Chain0.0000096250.00000824-14.39%–pending––-0.0136k–
BENBENBinance Smart Chain0.00055370.000474296-14.34%–pending––1.00107k–
MAMEMame InuBinance Smart Chain0.0013090.001123-14.22%–pending––1.0351k–
CLOREClore.ainative0.0030520.002618-14.22%–pending––0.2255k–
DRVDeriveEthereum0.389830.335832-13.85%–pending––1.601.3M–
STONKSStonks on ETHEthereum0.00078540.000677704-13.71%–pending––1.0097k–
ORBIOOrbio.soRobinhood0.0899510.077889-13.41%–pending––1.0091k–
NAKANakamoto GamesPolygon0.1222850.105973-13.34%–pending––0.70114k–
COQCoq InuAvalanche1.85e-71.60e-7-13.29%–pending––1.558,375–
ARKARKnative0.260570.225983-13.27%–pending––0.953–
PIVXPIVXnative0.063450.05509-13.18%–pending––0.2553k–
TUTTutorialBinance Smart Chain0.024380.02126-12.80%–pending––0.935.0M–
FLYBRAINflybrainRobinhood0.00042440.000370335-12.74%–pending––1.00105k–
ZETAZetaChainEthereum0.0520960.045529-12.60%–pending––1.5919k–
KSKDKaskadIgra0.003020.002641-12.55%–pending––-0.1832k–
QUBICQubicnative6.97e-76.10e-7-12.49%–pending––0.29162k–
OWLOwlto FinanceBinance Smart Chain0.0012830.001126-12.25%–pending––2.0956k–
COLLECTCollect on FanableBinance Smart Chain0.018250.016022-12.21%–pending––0.8181k–
HEMIHemiEthereum0.0061640.005413-12.19%–pending––1.59446–
SUTSuper TrustPolygon0.41330.362967-12.18%–pending––0.38105k–
VELVETVelvetBase0.05660.049742-12.12%–pending––0.0436k–
SOONSOONSolana0.4930.433906-11.99%–pending––0.436,470–
BPBackpackSolana1.28651.1328-11.94%–pending––1.22138k–
CYSCysicBase0.16070.141596-11.89%–pending––0.83125k–
MUSEBOOKmusebookRobinhood0.0000501150.000044177-11.85%–pending––1.00180k–
ROBOFabric ProtocolEthereum0.009020.007955-11.81%–pending––0.9193k–
DSYNCDestra NetworkEthereum0.0096780.008551-11.65%–pending––1.7154k–
PAALPAAL AIEthereum0.0119080.010525-11.61%–pending––1.7464k–
TRUMPOfficial TrumpSolana2.05181.8143-11.57%–pending––1.233.5M–
STXStacksnative0.370850.32795-11.57%–pending––1.49953k–
EDELEdelEthereum0.0280050.024771-11.55%–pending––0.79158k–
FUSEFuseEthereum0.0080340.007111-11.49%–pending––0.4843k–
CLOYei FinanceSei V20.0595250.052716-11.44%–pending––-0.31126k–
CLOUDDeCloudEthereum0.072650.064348-11.43%–pending––0.244,512–
NATIXNATIX NetworkSolana0.00019410.000171924-11.43%–pending––1.1729k–
MINAMina Protocolnative0.145040.128529-11.38%–pending––1.22795k–
OTCOTCSolana0.0083270.007382-11.35%–pending––1.0046k–
ARXArciumSolana0.27860.247038-11.33%–pending––0.53303k–
PUFFERPufferEthereum0.0261210.023186-11.23%–pending––1.084,706–
QNTQuantEthereum286.855254.9342-11.13%–pending––0.72483k–
SOCKSockBinance Smart Chain0.00015370.000136737-11.04%–pending––1.0069k–
DRIFTDrift ProtocolSolana0.0192250.017114-10.98%–pending––0.82120k–
JUPITER?0.32990.293724-10.97%–pending––1.25816k–
UAIUnifAI NetworkBinance Smart Chain0.296880.264325-10.97%–pending––-0.30601k–
SYNSynapseEthereum0.15940.142005-10.91%–pending––1.36117k–
BTRBitlayerEthereum0.050120.044663-10.89%–pending––0.50168k–
RAYRaydiumSolana1.94541.7343-10.85%–pending––1.251.9M–
VVVVenice TokenBase27.731624.7264-10.84%–pending––0.909.5M–
FLOCKFLOCKEthereum0.0661160.058988-10.78%–pending––1.17824k–
STRKStarknetEthereum0.0431050.038484-10.72%–pending––1.56658k–
ONGOntology Gasnative0.096080.085785-10.72%–pending––0.97151–
NEONNeonSolana0.0296750.026501-10.70%–pending––-0.2616k–
SUEcat wif helmetSolana0.001030.000920486-10.64%–pending––4.9199k–
HMMThinking CatRobinhood0.0118150.010562-10.61%–pending––3.3869k–
BULLABULLABinance Smart Chain0.0807660.072233-10.57%–pending––0.99456k–
ANSEMThe Black BullSolana0.13930.124612-10.54%–pending––1.63622k–
ETNElectroneumnative0.0022640.002025-10.54%–pending––0.6977k–
CNPYCanopyBinance Smart Chain0.31790.28457-10.48%–pending––1.00765k–
USELESSUseless CoinSolana0.237630.212863-10.42%–pending––2.5311.0M–
BRBedrockEthereum0.7031450.630079-10.39%–pending––1.97818k–
WIFdogwifhatSolana0.248690.222885-10.38%–pending––1.79808k–
MUBARAKMubarakBinance Smart Chain0.060370.054119-10.36%–pending––0.9141k–
PUMPPump.funSolana0.005920.005311-10.29%–pending––0.853.2M–
MHAMagic HashBinance Smart Chain0.0082630.007416-10.25%–pending––1.001.4M–
SHXStrongholdEthereum0.0066420.005963-10.22%–pending––1.0293k–
FOLDThe InterfoldEthereum0.0690150.062055-10.09%–pending––0.5766k–
WODWorld of DypiansBinance Smart Chain0.0058790.005286-10.08%–pending––0.2933k–
BZZSwarmEthereum0.06760.060829-10.02%–pending––0.5349k–
CASHCATCash CatRobinhood0.1685320.15169-9.99%–pending––1.615.8M–
CHEQCHEQD NetworkEthereum0.0023650.002129-9.97%–pending––0.4131k–
ANONHey AnonEthereum0.3390.305319-9.94%–pending––0.696,179–
BNKRBankrCoinBase0.000404250.000364205-9.91%–pending––1.61376k–
0G0GEthereum0.3110.28049-9.81%–pending––0.8756k–
NPCNon-Playable CoinEthereum0.0218240.019728-9.60%–pending––1.90228k–
44Binance Smart Chain0.0213510.019327-9.48%–pending––0.86445k–
APRCapricornEthereum0.141550.128138-9.47%–pending––0.72205k–
TOWNSTownsEthereum0.00210.001902-9.43%–pending––0.8989k–
QIBENQIAvalanche0.0029390.002662-9.42%–pending––0.5340k–
SWMSwarm0.108180.097987-9.42%–pending––-1.86753k–
SOPHSophonEthereum0.0036850.003339-9.40%–pending––0.631.6M–
LYXLUKSOEthereum0.2676050.242474-9.39%–pending––0.28775–
PENDLEPendleEthereum2.38392.1611-9.34%–pending––0.981.4M–
ARArweaveArweave4.1093.7262-9.32%–pending––1.55122k–
AURORAAuroraEthereum0.0639020.057976-9.27%–pending––3.0043k–
HOOKRHookr.funRobinhood0.0154550.014034-9.20%–pending––6.4087k–
SNEKSnekCardano0.0006450.000585705-9.19%–pending––2.0513k–
SPXSPX6900Ethereum0.444750.40405-9.15%–pending––1.99825k–
LCXLCXEthereum0.05350.048614-9.13%–pending––0.66114k–
UPCUPCXEthereum0.22220.201933-9.12%–pending––-0.093.5M–
OGPUOPEN GPUEthereum0.051640.04694-9.10%–pending––1.0911k–
AIINUAI INUSolana0.1829530.166318-9.09%–pending––0.54155k–
ATSAlltoscanBinance Smart Chain0.041710.037927-9.07%–pending––0.1777k–
DIMODIMOEthereum0.0205850.018719-9.07%–pending––0.2535k–
NOCKNockchainBase0.0228150.020756-9.02%–pending––1.4144k–
VTHOVeThornative0.0006841450.000622426-9.02%–pending––0.34587k–
SSonicnative0.0407450.037081-8.99%–pending––1.27172k–
BBUILDonBinance Smart Chain0.1714150.156042-8.97%–pending––0.77194k–
POWERPower ProtocolEthereum0.0823350.07498-8.93%–pending––-0.17255k–
UNIUniswapEthereum8.87488.0829-8.92%–pending––1.2020.6M–
ALPHAlephiumEthereum0.073650.067092-8.90%–pending––0.5563k–
GOATEDGOAT NetworkBinance Smart Chain0.0147930.013476-8.90%–pending––-0.0426k–
EGLDMultiversXnative4.49764.0973-8.90%–pending––0.86182k–
9BITThe9bitSolana0.0730610.066563-8.89%–pending––-1.74610k–
FLORKFLORKBinance Smart Chain0.0064030.005837-8.83%–pending––5.02125k–
PEAQpeaqEthereum0.0426850.038919-8.82%–pending––0.99221k–
ALCHAlchemist AISolana0.051710.04715-8.82%–pending––1.212,723–
NEARNEAR ProtocolNEAR5.3384.8681-8.80%–pending––1.1929.9M–
4STOCK4StockBinance Smart Chain0.0094110.008583-8.80%–pending––1.00389k–
ZKPzkPassEthereum0.0490050.044701-8.78%–pending––0.817,129–
META2META219.3417.6492-8.74%–pending––1.390–
PHAPHALAEthereum0.079230.072314-8.73%–pending––1.2959k–
KCTKonnectEthereum0.000663250.000605381-8.73%–pending––0.21123k–
PROMPromEthereum6.45255.8895-8.72%–pending––0.454.4M–
JIMOTHYJimothy The RaccoonSolana0.0046070.004207-8.69%–pending––2.6995k–
PIEVERSEPieverseEthereum1.42821.3048-8.64%–pending––1.5337k–
BNBBNBBNB Chain768.8702.3727-8.64%–pending––0.642.8M–
BKNBrickkenEthereum0.128530.117543-8.55%–pending––1.06116k–
MCATMarscat TokenBinance Smart Chain0.7454550.681801-8.54%–pending––1.001.9M–
NIGHTMidnightCardano0.039160.035818-8.53%–pending––1.31427k–
AOao Computernative4.373.9975-8.52%–pending––1.3460k–
SKYAISkyAIBinance Smart Chain0.042450.038846-8.49%–pending––1.63514k–
PRLPearlnative0.116630.106745-8.48%–pending––-0.3597k–
GIGAGigachadSolana0.0021940.002008-8.48%–pending––1.65280k–
TREADTread.fiEthereum0.878150.804252-8.42%–pending––1.00327k–
TThreshold NetworkEthereum0.0055420.005077-8.39%–pending––0.4771k–
KERNELKernelDAOEthereum0.0553050.050663-8.39%–pending––1.0924k–
AIOTOKZOOBinance Smart Chain0.0611980.056092-8.34%–pending––0.3357k–
DOGSDogsTON0.0000482750.000044251-8.34%–pending––1.176,999–
SKRSeekerSolana0.0179680.016471-8.33%–pending––0.66304k–
MANTAManta NetworkManta Pacific0.068350.062657-8.33%–pending––0.70219k–
MARSCOINMarsCoinBinance Smart Chain0.13710.125714-8.30%–pending––1.0022.2M–
RHEARHEASolana0.1110790.101878-8.28%–pending––1.9540k–
REZRenzoEthereum0.0047660.004375-8.21%–pending––0.69255k–
AIOOlaXBTBinance Smart Chain0.037820.03472-8.20%–pending––0.5816k–
MELANIAMelania MemeSolana0.10350.095035-8.18%–pending––1.0941k–
ACEFusionistBinance Smart Chain0.185750.170596-8.16%–pending––-0.303.5M–
FATCOINFATCOINRobinhood0.00062340.000572559-8.16%–pending––1.00118k–
ZORAZoraBase0.0079410.007295-8.13%–pending––1.16806k–
FFFalcon FinanceEthereum0.128890.118424-8.12%–pending––-0.289,660–
AGIDelysiumEthereum0.006850.006295-8.10%–pending––1.8127k–
HYPEHyperliquidHyperliquid90.983.5712-8.06%–pending––1.2439.0M–
SEISeiSei0.073520.067598-8.06%–pending––1.141.6M–
VELOVeloStellar0.0353750.032527-8.05%–pending––1.27144k–
ZEREBROZerebroSolana0.031450.028927-8.02%–pending––0.3326k–
ALEOALEOBinance Smart Chain0.0321590.029583-8.01%–pending––0.3362k–
NOMNominaEthereum0.0023420.002154-8.00%–pending––0.66218k–
DASHDashDash60.52555.6953-7.98%–pending––1.134.2M–
ACPArena Of FaithEthereum0.0032030.002948-7.97%–pending––0.1525k–
LSKLiskEthereum0.2856250.262937-7.94%–pending––0.05353k–
CETUSCetus ProtocolSui0.0282550.026013-7.94%–pending––1.063,873–
AVAAI?0.0096250.008863-7.92%–pending––-0.435,698–
ARBArbitrumEthereum0.202890.186929-7.87%–pending––1.529.5M–
CATICatizenTON0.0598490.055152-7.85%–pending––0.359,780–
FIROFironative1.08591.001-7.83%–pending––0.8296k–
FISStafiEthereum0.0017230.001589-7.82%–pending––0.641,212–
DYDXdYdXCosmos0.143970.132724-7.81%–pending––0.9242k–
SPCMSPACEM WORLDAvalanche0.00066830.000616128-7.81%–pending––0.31214k–
METRONOMEMETRONOME0.3166250.29197-7.79%–pending––1.3792k–
AICAI CompanionsBinance Smart Chain0.0453640.041832-7.78%–pending––-0.4165k–
KAVAKavaBinance Smart Chain0.068650.063306-7.78%–pending––0.2932k–
KOMAKoma InuBinance Smart Chain0.0202310.018665-7.74%–pending––0.44150k–
STEEMSteemnative0.065060.060037-7.72%–pending––0.63536k–
XVGVergenative0.0032780.003025-7.71%–pending––0.76544k–
METMeteoraSolana0.316450.29209-7.70%–pending––1.37426k–
UBIKubikRobinhood0.0225790.020847-7.67%–pending––1.0056k–
CPOOLClearpoolEthereum0.036260.033492-7.63%–pending––1.0194k–
CVCCivicEthereum0.0312910.028902-7.63%–pending––0.7466k–
AXLAxelarEthereum0.0510.047111-7.62%–pending––1.08126k–
NEXANexanative0.000001170.000001081-7.62%–pending––-0.2366k–
ENAEthenaEthereum0.264790.244647-7.61%–pending––1.726.5M–
CAPCapEthereum0.0693060.064041-7.60%–pending––-1.12301k–
FLOKIFLOKIEthereum0.0000276950.000025594-7.59%–pending––1.60173k–
CROSSCROSS0.1395950.129021-7.57%–pending––0.1360k–
SOMISomnianative0.224550.207557-7.57%–pending––0.7839k–
UPROBINHOOD?0.405910.375226-7.56%–pending––2.0457k–
PONDMarlinEthereum0.0017670.001633-7.54%–pending––0.9617k–
PAIDPaidSolana0.0120450.011139-7.52%–pending––1.00203k–
PYTHPyth NetworkSolana0.0772250.071433-7.50%–pending––0.72689k–
CHIRPChirper AISolana0.0090710.008394-7.46%–pending––1.3524k–
SQDSQDBase0.0300870.027848-7.44%–pending––0.71171k–
XAIXaiArbitrum0.0093890.008691-7.43%–pending––0.79271–
SOLVSolv ProtocolEthereum0.0042850.003967-7.43%–pending––0.2514k–
STONKBROKERStonkBrokerRobinhood0.0078660.007282-7.43%–pending––0.9994k–
AIOZAIOZ NetworkEthereum0.115490.106915-7.42%–pending––1.77342k–
MORPHOMorphoEthereum2.49352.3088-7.41%–pending––0.681.4M–
B3B3 (Base)Base0.000818250.000757646-7.41%–pending––0.77302k–
STRAXXertranative0.0114630.010614-7.41%–pending––0.922,453–
SUISuiSui1.16351.0774-7.40%–pending––1.4721.2M–
IOSTIOSTBinance Smart Chain0.0010420.000964619-7.40%–pending––1.087,829–
PROPSPropbaseEthereum0.0068460.00634-7.39%–pending––0.34226k–
WEMIXWEMIXnative0.19390.179567-7.39%–pending––0.11949–
GOATGoatseus MaximusSolana0.018830.017445-7.35%–pending––1.1324k–
RIORealio Network TokenEthereum0.0759750.070398-7.34%–pending––1.5135k–
VELODROMEVELODROME0.0354150.032816-7.34%–pending––1.267,273–
GRVTGRVT TokenEthereum0.20740.192228-7.32%–pending––0.07116k–
TURBOTurboEthereum0.0010320.000956468-7.30%–pending––1.1798k–
PROLOGUEPrologueRobinhood0.0080830.007493-7.30%–pending––4.6595k–
SAFFRONFI?120.395111.6235-7.29%–pending––0.9615k–
POWRPowerledgerEthereum0.066950.062095-7.25%–pending––0.4477k–
NILNillionEthereum0.08630.080044-7.25%–pending––0.6397k–
ZCATAnonymous CatSolana0.054780.05083-7.21%–pending––1.00146k–
FLUXFluxnative0.0739050.068582-7.20%–pending––0.9623k–
SIGNSignEthereum0.0124990.011599-7.20%–pending––0.9423k–
CATSimon's CatSolana0.0000022840.00000212-7.20%–pending––0.8858k–
ORBSOrbsEthereum0.0072970.006771-7.20%–pending––0.446,697–
MEMEROBINHOOD?0.0214750.01993-7.19%–pending––1.00228k–
GTCGitcoinEthereum0.09380.087067-7.18%–pending––0.799,246–
THETATheta Networknative0.2245450.208492-7.15%–pending––1.1664k–
LONGXIA?0.03590.033342-7.12%–pending––-0.965.6M–
ZANOZanoZano5.96955.5443-7.12%–pending––0.35574k–
DOGEDogecoinDogecoin0.0944920.087772-7.11%–pending––1.368.1M–
SAGASagaSaga0.0250950.023311-7.11%–pending––0.43158k–
CATECateCoinBinance Smart Chain0.0680990.063288-7.07%–pending––4.53291k–
KAITOKAITOBase0.349850.32531-7.01%–pending––0.94144k–
BTWBitwayEthereum1.3291.2358-7.01%–pending––-1.833.1M–
DOTPolkadotPolkadot1.22271.1375-6.97%–pending––0.974.1M–
OPTIMOptimism0.1295650.120533-6.97%–pending––1.441000k–
XRDRadixnative0.00037940.000353019-6.95%–pending––-0.8352k–
SUPERSuperVerseEthereum0.198420.184658-6.94%–pending––1.13236k–
VANAVanaEthereum1.08251.0075-6.93%–pending––0.72394k–
FILFilecoinFilecoin1.04310.970817-6.93%–pending––1.162.9M–
PINPinLinkEthereum0.060280.056111-6.92%–pending––2.9064k–
QKCQuarkChainEthereum0.0027820.00259-6.90%–pending––0.76179k–
REDRedStoneEthereum0.176150.164009-6.89%–pending––1.13144k–
BROCCOLICZ's DogBinance Smart Chain0.026560.02473-6.89%–pending––0.7283k–
SKLSKALEEthereum0.0046320.004313-6.89%–pending––0.86150k–
ZKZKsyncEthereum0.0121370.011301-6.89%–pending––1.34254k–
SCROLLScrollPay AISolana0.024510.022822-6.89%–pending––1.00548k–
NUMNumbers ProtocolEthereum0.002560.002384-6.87%–pending––0.7622–
XTZTezosTezos0.3164550.294794-6.84%–pending––1.06200k–
OCTAOctaSpaceEthereum0.112910.105182-6.84%–pending––0.3614k–
TIBBIRRibbita by Virtuals [OLD]Base0.2922950.272298-6.84%–pending––1.78163k–
TSTTestBinance Smart Chain0.01780.016583-6.84%–pending––0.561.2M–
TATrusta AILinea0.049720.046327-6.82%–pending––1.001.3M–
BASECATBasecatBase0.0122850.011448-6.82%–pending––2.81944k–
PIPEDOGpipedogRobinhood0.0016490.001537-6.81%–pending––1.68265k–
MASKMask NetworkEthereum0.461960.430523-6.81%–pending––0.97174k–
ZECZcashZcash1,437.951,340.47-6.78%–pending––1.71148.5M–
BSBBlock StreetEthereum0.101150.094294-6.78%–pending––1.39564k–
WINWINkLinkTron0.0000479890.000044746-6.76%–pending––0.573,121–
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.