8=======>

2026-10-01 · +30d

lstm_s4 · test · 988 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 988 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
MINTMintanaSolana0.351950.254216-27.77%–pending––1.00556k–
PUBLICPublicAINEAR0.0176710.013452-23.87%–pending––0.2254k–
LONGXIA?0.1101750.085912-22.02%–pending––0.075.9M–
MOVRMoonriverBase2.91132.3892-17.93%–pending––1.3539k–
GTCGitcoinEthereum0.143850.119652-16.82%–pending––0.909,246–
NEONNeonSolana0.0268050.022317-16.74%–pending––-0.3017k–
RAYRaydiumSolana1.8711.5864-15.21%–pending––1.221.9M–
OTCOTCSolana0.0100410.008527-15.08%–pending––3.4548k–
ALLOAlloraEthereum0.27680.23585-14.79%–pending––-0.09199k–
PIVXPIVXnative0.0653120.055653-14.79%–pending––0.2753k–
AKEAkedoBinance Smart Chain0.0311570.026571-14.72%–pending––-1.211.8M–
STAYSTAYNEXBinance Smart Chain0.000012460.000010654-14.50%–pending––0.0836k–
MUSEBOOKmusebookRobinhood0.000043370.000037367-13.84%–pending––1.00192k–
NATIXNATIX NetworkSolana0.000201860.00017402-13.79%–pending––1.1929k–
DSYNCDestra NetworkEthereum0.0118640.010233-13.75%–pending––1.7654k–
MHAMagic HashBinance Smart Chain0.0078450.006784-13.53%–pending––1.001.4M–
BRBedrockEthereum0.7254150.628032-13.42%–pending––2.02831k–
ARBArbitrumEthereum0.199810.173156-13.34%–pending––1.508.6M–
CHIRPChirper AISolana0.0085640.007426-13.29%–pending––1.3423k–
SAGASagaSaga0.02510.021814-13.09%–pending––0.44158k–
CLOREClore.ainative0.0034750.003023-12.99%–pending––0.2755k–
SHROOMMUSHROOMRobinhood0.0116480.01014-12.95%–pending––1.00134k–
ARKARKnative0.2432250.212182-12.76%–pending––0.9238–
NPCNon-Playable CoinEthereum0.0214680.018732-12.75%–pending––1.85228k–
USELESSUseless CoinSolana0.2354550.20558-12.69%–pending––2.5211.0M–
BATONbatonSolana0.0042810.003739-12.66%–pending––1.00113k–
KSKDKaskadIgra0.0034570.003021-12.60%–pending––-0.1331k–
ALEOALEOBinance Smart Chain0.0282410.024688-12.58%–pending––0.2876k–
PINPinLinkEthereum0.079020.069172-12.46%–pending––2.9664k–
SSonicnative0.038650.033839-12.45%–pending––1.22217k–
NILNillionEthereum0.083550.073184-12.41%–pending––0.5797k–
REDRedStoneEthereum0.177350.155358-12.40%–pending––1.13144k–
SOONSOONSolana0.42090.368875-12.36%–pending––0.366,470–
SYNSynapseEthereum0.18480.162044-12.31%–pending––1.47117k–
NEXANexanative0.0000011750.000001031-12.30%–pending––-0.2466k–
FIROFironative1.07350.9425-12.20%–pending––0.8296k–
DRVDeriveEthereum0.3951750.347208-12.14%–pending––1.611.4M–
SUEcat wif helmetSolana0.00086350.000759058-12.10%–pending––4.6999k–
WODWorld of DypiansBinance Smart Chain0.005940.005223-12.07%–pending––0.2932k–
QNTQuantEthereum245.4215.8282-12.05%–pending––0.66501k–
USTalusSui0.02780.024481-11.94%–pending––0.7449k–
NOSNosanaSolana0.550550.484919-11.92%–pending––1.0743k–
FUSEFuseEthereum0.0078460.006912-11.90%–pending––0.4743k–
STXStacksnative0.373650.329265-11.88%–pending––1.48953k–
SUTSuper TrustPolygon0.413950.36485-11.86%–pending––0.38104k–
ETNElectroneumnative0.002060.001817-11.82%–pending––0.6677k–
OWLOwlto FinanceBinance Smart Chain0.0012770.001126-11.78%–pending––2.1255k–
CHEQCHEQD NetworkEthereum0.0021910.001933-11.77%–pending––0.3930k–
FLOCKFLOCKEthereum0.0622710.054945-11.77%–pending––1.14824k–
PAIDPaidSolana0.0104020.009185-11.70%–pending––1.00197k–
PONDMarlinEthereum0.0017770.001569-11.68%–pending––0.9817k–
AURORAAuroraEthereum0.0614120.05427-11.63%–pending––2.9692k–
ALICEMy Neighbor AliceEthereum0.2115450.187262-11.48%–pending––0.6644k–
ACEFusionistBinance Smart Chain0.185050.163829-11.47%–pending––-0.323.5M–
EDGEedgeXEthereum0.106830.094645-11.41%–pending––0.62139k–
BLASTBlastBlast0.000414920.000367606-11.40%–pending––0.8351k–
ORBIOOrbio.soRobinhood0.0862550.076432-11.39%–pending––1.0091k–
SPCMSPACEM WORLDAvalanche0.00067870.000601583-11.36%–pending––0.27209k–
ARArweaveArweave4.29753.8108-11.32%–pending––1.57122k–
NOMNominaEthereum0.002790.002474-11.31%–pending––0.62235k–
OGPUOPEN GPUEthereum0.045130.040047-11.26%–pending––1.0411k–
GOATEDGOAT NetworkBinance Smart Chain0.014360.012751-11.20%–pending––-0.0526k–
CYSCysicBase0.16130.143277-11.17%–pending––0.85120k–
BROCCOLI714?0.0270450.024046-11.09%–pending––0.711.1M–
BPBackpackSolana1.2681.1275-11.09%–pending––1.24144k–
PEAQpeaqEthereum0.039560.035192-11.04%–pending––0.94221k–
BULLABULLABinance Smart Chain0.0810310.072092-11.03%–pending––0.93456k–
B3B3 (Base)Base0.000813650.000724772-10.92%–pending––0.76324k–
CHRChromiaEthereum0.022910.020408-10.92%–pending––1.104,032–
KNOTSKNOTSSolana0.0049750.004432-10.91%–pending––1.0050k–
BZZSwarmEthereum0.060560.053994-10.84%–pending––0.4749k–
HONEYHivemapperSolana0.0015060.001343-10.83%–pending––0.5680k–
AIINUAI INUSolana0.1488850.132773-10.82%–pending––0.45155k–
PROPSPropbaseEthereum0.0068590.006117-10.81%–pending––0.35226k–
SPKSparkEthereum0.0236050.021063-10.77%–pending––0.98281k–
METMeteoraSolana0.30070.268382-10.75%–pending––1.32426k–
DIMODIMOEthereum0.0198550.017723-10.74%–pending––0.2241k–
QIBENQIAvalanche0.0027650.002469-10.70%–pending––0.5044k–
STRKStarknetEthereum0.041820.037346-10.70%–pending––1.54658k–
RHEARHEASolana0.0874450.07811-10.68%–pending––1.8655k–
ALEPHAleph CloudEthereum0.017990.016075-10.64%–pending––0.3233k–
EDELEdelEthereum0.031590.028238-10.61%–pending––0.85158k–
COQCoq InuAvalanche1.52e-71.36e-7-10.59%–pending––1.489,747–
TUTTutorialBinance Smart Chain0.025190.022529-10.57%–pending––0.924.8M–
NIGHTMidnightCardano0.038440.034396-10.52%–pending––1.29439k–
VVVVenice TokenBase26.241223.4825-10.51%–pending––0.899.5M–
ALCHAlchemist AISolana0.052120.046644-10.51%–pending––1.292,723–
QFIQuantix FinanceTron18.624516.6689-10.50%–pending––1.5154k–
LSKLiskEthereum0.3007120.26915-10.50%–pending––0.06353k–
SEISeiSei0.0704750.063097-10.47%–pending––1.121.6M–
UNIUniswapEthereum8.9818.041-10.47%–pending––1.2020.0M–
ZAMAZamaEthereum0.0767250.068716-10.44%–pending––1.36381k–
AGTAVATAGOBinance Smart Chain0.0256450.022971-10.43%–pending––-0.1516k–
MUBARAKMubarakBinance Smart Chain0.0622050.055726-10.42%–pending––0.9241k–
NOCKNockchainBase0.0203750.018256-10.40%–pending––1.3741k–
DRIFTDrift ProtocolSolana0.0206850.018538-10.38%–pending––0.84127k–
CChainbaseBase0.095950.086011-10.36%–pending––1.02300k–
PUFFERPufferEthereum0.0256240.022974-10.34%–pending––1.064,706–
EMBERembercurveSolana0.0071340.006396-10.33%–pending––1.00224k–
BENBENBinance Smart Chain0.00055820.000500562-10.33%–pending––1.00103k–
BNKRBankrCoinBase0.00041550.000372633-10.32%–pending––1.62376k–
CLOUDDeCloudEthereum0.07210.064714-10.24%–pending––0.244,512–
AOao Computernative4.53554.0728-10.20%–pending––1.3560k–
XTZTezosTezos0.325990.292804-10.18%–pending––1.02200k–
KAVAKavaBinance Smart Chain0.06870.061706-10.18%–pending––0.2732k–
COOLHYPE3.coolSolana0.00070110.000629862-10.16%–pending––1.0077k–
STEEMSteemnative0.063970.057482-10.14%–pending––0.61536k–
MSTRXMicroStrategy xStockEthereum161.01144.6959-10.13%–pending––1.78370k–
RUNETHORChainTHORChain0.7780.699247-10.12%–pending––1.0174k–
RIORealio Network TokenEthereum0.0726950.065351-10.10%–pending––1.4936k–
UBIKubikRobinhood0.0238750.021467-10.09%–pending––1.0056k–
RARESuperRareEthereum0.0173790.015636-10.03%–pending––0.79144k–
METRONOMEMETRONOME0.300980.270816-10.02%–pending––1.3292k–
LAPTOPHunter Biden's LaptopBase0.08180.073614-10.01%–pending––1.00264k–
GITCOINGITCOIN0.1438950.129561-9.96%–pending––0.8953–
CATECateCoinBinance Smart Chain0.0575510.051823-9.95%–pending––4.44291k–
AICAI CompanionsBinance Smart Chain0.0440190.039648-9.93%–pending––-0.4363k–
SNEKSnekCardano0.0006510.000586714-9.88%–pending––1.9714k–
PYTHPyth NetworkSolana0.0743250.066998-9.86%–pending––0.70689k–
CELRCeler NetworkEthereum0.0030740.002773-9.82%–pending––0.773,702–
BLUECHIPBLUE CHIPBase0.008790.007928-9.81%–pending––1.00370k–
GRASSGrassSolana0.69790.629578-9.79%–pending––1.16174k–
PNGPangolinAvalanche0.035520.032052-9.76%–pending––0.6048k–
DASHDashDash58.1652.4831-9.76%–pending––1.104.2M–
HNTHeliumSolana0.50880.459155-9.76%–pending––1.24948k–
ALGOAlgorandAlgorand0.122530.110576-9.76%–pending––0.921.8M–
VTHOVeThornative0.000672360.000606902-9.74%–pending––0.33587k–
AGIDelysiumEthereum0.0064310.005805-9.73%–pending––1.7827k–
KOMAKoma InuBinance Smart Chain0.0198210.017895-9.72%–pending––0.42150k–
WIFdogwifhatSolana0.2492650.225072-9.71%–pending––1.77786k–
SUPERSuperVerseEthereum0.231250.208829-9.70%–pending––1.17272k–
ZETAZetaChainEthereum0.0511460.04619-9.69%–pending––1.5819k–
PAALPAAL AIEthereum0.0113280.010231-9.68%–pending––1.7264k–
HMMThinking CatRobinhood0.0149070.013465-9.68%–pending––3.4567k–
CETUSCetus ProtocolSui0.0276350.024966-9.66%–pending––1.043,873–
PENDLEPendleEthereum2.37392.1451-9.64%–pending––0.991.4M–
ANDYETH?0.0000130490.000011792-9.63%–pending––2.6848k–
TREADTread.fiEthereum0.85280.770699-9.63%–pending––1.00318k–
GAIBGAIBEthereum0.025020.022617-9.61%–pending––-0.585,094–
AVTAventusEthereum0.284260.25699-9.59%–pending––-0.3340k–
MTLMetal DAOMetal L20.320.28948-9.54%–pending––1.09270k–
ENAEthenaEthereum0.243170.219979-9.54%–pending––1.686.5M–
SUISuiSui1.17681.0646-9.54%–pending––1.4623.7M–
OMIECOMIEthereum0.000302250.000273449-9.53%–pending––0.7012k–
SHXStrongholdEthereum0.0074740.006763-9.52%–pending––1.07106k–
CVCCivicEthereum0.0309160.027975-9.52%–pending––0.7374k–
SKRSeekerSolana0.0172640.015622-9.51%–pending––0.64290k–
PURRPurrHyperliquid0.162120.146704-9.51%–pending––2.2951k–
ZCATAnonymous CatSolana0.0473250.04283-9.50%–pending––1.00145k–
PLUMEPlumeEthereum0.0183950.01665-9.49%–pending––0.99366k–
PROMPromEthereum6.55.8846-9.47%–pending––0.454.1M–
WWormholeEthereum0.0132170.011966-9.47%–pending––1.00105k–
AIOZAIOZ NetworkEthereum0.112760.102108-9.45%–pending––1.75352k–
NAKANakamoto GamesPolygon0.119870.108553-9.44%–pending––0.69111k–
BTWBitwayEthereum1.41831.285-9.40%–pending––-1.783.4M–
CAPCapEthereum0.0698460.063286-9.39%–pending––-1.08325k–
IOTAIOTAIOTA0.054950.04981-9.35%–pending––1.34771k–
4STOCK4StockBinance Smart Chain0.0090110.008169-9.35%–pending––1.00387k–
SOCKSockBinance Smart Chain0.000132850.000120435-9.34%–pending––1.0066k–
IMXImmutableEthereum0.170380.154507-9.32%–pending––1.08180k–
DELTADeltaRobinhood0.0165040.014977-9.25%–pending––3.57146k–
SHDWShadow TokenSolana0.027950.025365-9.25%–pending––0.979,627–
GSTOCKGstockBinance Smart Chain0.0188710.017129-9.23%–pending––1.00124k–
COLLECTCollect on FanableBinance Smart Chain0.018340.016648-9.23%–pending––0.7773k–
ALPHAlephiumEthereum0.07320.066453-9.22%–pending––0.5461k–
AIOTOKZOOBinance Smart Chain0.0613240.055689-9.19%–pending––0.3255k–
GHXGamerCoinEthereum0.01170.010628-9.16%–pending––0.5650k–
ZENHorizenBase7.0926.4428-9.15%–pending––1.29743k–
ZECZcashZcash1,334.791,212.77-9.14%–pending––1.67149.5M–
BEATAudieraBinance Smart Chain0.091540.083172-9.14%–pending––0.191.7M–
ZESTZest ProtocolEthereum0.1867150.169682-9.12%–pending––0.51198k–
BROCCOLICZ's DogBinance Smart Chain0.027040.024575-9.11%–pending––0.7183k–
STONKSStonks on ETHEthereum0.00072260.000657008-9.08%–pending––1.0095k–
PHAPHALAEthereum0.0730750.066443-9.08%–pending––1.2667k–
HOOKRHookr.funRobinhood0.0193840.017627-9.07%–pending––6.4887k–
DEEPDeepBookSui0.0230.020922-9.03%–pending––1.2982k–
FILFilecoinFilecoin1.020.927931-9.03%–pending––1.142.8M–
MCATMarscat TokenBinance Smart Chain0.7229850.657993-8.99%–pending––1.001.9M–
GRTThe GraphEthereum0.028060.02554-8.98%–pending––1.28450k–
MINAMina Protocolnative0.1516150.138043-8.95%–pending––1.20795k–
RENDERRenderEthereum1.90981.739-8.94%–pending––1.151.9M–
MAMEMame InuBinance Smart Chain0.0013160.001199-8.93%–pending––1.0350k–
INJInjectiveEthereum7.36056.7078-8.87%–pending––1.283.4M–
KERNELKernelDAOEthereum0.0547020.049852-8.87%–pending––1.0724k–
BKNBrickkenEthereum0.1163550.106046-8.86%–pending––1.03113k–
WAXPWAXEthereum0.00620.00565-8.86%–pending––0.859,232–
EPICEpic Private Internet Cashnative0.53930.491623-8.84%–pending––0.8619k–
FLUXFluxnative0.0720950.065729-8.83%–pending––0.9422k–
CNPYCanopyBinance Smart Chain0.29630.270173-8.82%–pending––1.00719k–
BFCBifrostEthereum0.0277380.025293-8.81%–pending––-0.581,416–
KAIOKAIOEthereum0.0214860.019594-8.81%–pending––0.2618k–
FLYBRAINflybrainRobinhood0.000339950.000310076-8.79%–pending––1.00100k–
POWRPowerledgerEthereum0.065650.059888-8.78%–pending––0.4277k–
NEARNEAR ProtocolNEAR4.8114.3907-8.74%–pending––1.1436.6M–
WLDWorldcoinEthereum0.50590.461709-8.74%–pending––1.291.2M–
KMNOKaminoSolana0.0411850.037596-8.72%–pending––1.00151k–
CPOOLClearpoolEthereum0.037240.033997-8.71%–pending––1.01101k–
SUSHISushiEthereum0.26120.238455-8.71%–pending––0.96219k–
REZRenzoEthereum0.0044510.004064-8.70%–pending––0.66255k–
BONKBonkEthereum0.0000037650.000003438-8.68%–pending––1.541.7M–
FONEapeonfoneSolana0.0062670.005724-8.67%–pending––0.67212k–
SPASperaxEthereum0.0030450.002782-8.64%–pending––0.5236k–
TRACOriginTrailEthereum0.435750.398206-8.62%–pending––1.06464k–
PUMPPump.funSolana0.0058280.005327-8.60%–pending––0.823.2M–
AVAXAvalancheAvalanche10.982510.0409-8.57%–pending––0.9911.1M–
TRBTellor TributesEthereum20.6618.8938-8.55%–pending––1.21222k–
XCNOnyxcoinEthereum0.0047860.004378-8.52%–pending––1.081.0M–
MCNMCNCOINBinance Smart Chain0.140850.1289-8.48%–pending––0.1614k–
JUPJupiterSolana0.326150.298676-8.42%–pending––1.251.1M–
CELOCeloCelo0.100250.091822-8.41%–pending––0.8321k–
JUGGERNAUTThe JuggernautRobinhood0.005710.005229-8.41%–pending––0.9065k–
AEROAerodrome FinanceBase0.7909950.724707-8.38%–pending––1.186.6M–
SHAREShareXBinance Smart Chain0.688050.630448-8.37%–pending––0.0161k–
QUBICQubicnative5.70e-75.23e-7-8.36%–pending––0.21162k–
AINInfinity GroundBinance Smart Chain0.0235050.02154-8.36%–pending––0.1820k–
JUPITER?0.326050.298957-8.31%–pending––1.25816k–
VELOVeloStellar0.0338150.031022-8.26%–pending––1.20144k–
SCSiacoinnative0.0010220.000938059-8.26%–pending––0.6364k–
GRIFFAINGRIFFAINSolana0.01640.015048-8.25%–pending––0.9216k–
BCHBitcoin CashBitcoin Cash309.395283.8845-8.25%–pending––1.404.0M–
JASMYJasmyCoinEthereum0.0057250.005253-8.24%–pending––1.32852k–
VELODROMEVELODROME0.0338250.031054-8.19%–pending––1.208,181–
44Binance Smart Chain0.0205830.018903-8.16%–pending––0.82445k–
BREWBREWBinance Smart Chain0.0079150.00727-8.15%–pending––1.00178k–
GLMRMoonbeamBase0.009550.008772-8.15%–pending––0.6437k–
UPROBINHOOD?0.299890.275475-8.14%–pending––1.9256k–
CHEXChintaiEthereum0.018110.016639-8.12%–pending––0.559,916–
UPCUPCXEthereum0.20030.184084-8.10%–pending––-0.133.5M–
AMPAmpEthereum0.000627150.000576416-8.09%–pending––0.69149k–
KITEKiteEthereum0.151810.139546-8.08%–pending––0.70113k–
PROSPharosnative0.7020.645292-8.08%–pending––0.45167k–
ARXArciumSolana0.2840.26106-8.08%–pending––0.55303k–
LINKChainlinkEthereum14.37913.2241-8.03%–pending––1.1722.7M–
VETVeChainVeChain0.0088140.00811-7.98%–pending––1.11799k–
XDCXDC Networknative0.03430.031572-7.95%–pending––0.60546k–
ONDOOndoEthereum0.497070.457694-7.92%–pending––1.278.0M–
ZROLayerZeroEthereum1.80151.6588-7.92%–pending––0.71883k–
KSMKusamaHydration5.0854.6848-7.87%–pending––0.85130k–
LIGHTER?3.8063.5081-7.83%–pending––1.496.0M–
FLORKFLORKBinance Smart Chain0.0061480.005667-7.82%–pending––4.76121k–
ZBCZebec ProtocolSolana0.0025840.002382-7.82%–pending––1.24116k–
COOKIECookie DAOEthereum0.0134330.012387-7.79%–pending––1.0776k–
PENGUPudgy PenguinsEthereum0.0094480.008714-7.77%–pending––1.673.6M–
OPTIMOptimism0.128070.118161-7.74%–pending––1.41958k–
INITInitiaInitia0.105050.09694-7.72%–pending––0.6810k–
ROSEOasisBinance Smart Chain0.0085160.007861-7.70%–pending––0.89176k–
ETHFIEther.fiEthereum0.72650.670557-7.70%–pending––1.16479k–
IOSTIOSTBinance Smart Chain0.0010080.000930746-7.68%–pending––1.077,608–
DOTPolkadotPolkadot1.17631.086-7.68%–pending––0.944.0M–
WPAYWPAYPolygon0.800690.739378-7.66%–pending––0.151.7M–
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.