8=======>

2026-10-19 · +30d

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
MINTMintanaSolana0.0004110.000038937-90.53%–pending––1.00500k–
PUMPBTCpumpBTCEthereum0.0007030.000414889-40.98%–pending––1.6853k–
DUSTDust ProtocolEthereum3.0691.9247-37.28%–pending––1.00609k–
EACC?0.000691950.000514408-25.66%–pending––1.00106k–
BLASTBlastBlast0.0000580250.000045621-21.38%–pending––1.65144k–
BRBedrockEthereum0.7101950.588667-17.11%–pending––1.77982k–
PHAPHALAEthereum0.0622550.051603-17.11%–pending––1.41169k–
AKEAkedoBinance Smart Chain0.0304820.025494-16.36%–pending––-0.66630k–
MHAMagic HashBinance Smart Chain0.0043860.003707-15.50%–pending––2.30391k–
OBIOrbofi AIEthereum0.0016420.001391-15.28%–pending––-0.233,795–
UNIUniswapEthereum7.30916.2101-15.04%–pending––1.4812.0M–
WODWorld of DypiansBinance Smart Chain0.0095270.008099-14.99%–pending––0.3727k–
GTCGitcoinEthereum0.340750.290889-14.63%–pending––0.31773k–
SAGASagaSaga0.0187750.016043-14.55%–pending––0.4755k–
DASHDashDash50.29543.0754-14.35%–pending––1.191.9M–
PENDLEPendleEthereum2.09791.7998-14.21%–pending––1.12842k–
VVVVenice TokenBase24.179320.7549-14.16%–pending––1.116.3M–
RHHyatt Hotels Tokenized Stock (Reality)Arbitrum0.006850.005898-13.89%–pending––-0.78103k–
PAIDPaidSolana0.003720.003204-13.87%–pending––1.68175k–
SEISeiSei0.060730.052356-13.79%–pending––1.231.5M–
SUISuiSui0.998050.86178-13.65%–pending––1.5925.4M–
RAYRaydiumSolana1.88221.6282-13.50%–pending––1.181.4M–
BNKRBankrCoinBase0.00035150.000305157-13.18%–pending––1.61593k–
ALEOALEOBinance Smart Chain0.0501620.043575-13.13%–pending––0.23490k–
ANVLAnvilEthereum0.0020030.001745-12.90%–pending––0.3350k–
POWERPower ProtocolEthereum0.072540.063195-12.88%–pending––0.07210k–
RIORealio Network TokenEthereum0.050360.043936-12.76%–pending––1.2861k–
QNTQuantEthereum194.6169.9248-12.68%–pending––0.7619.3M–
MTLMetal DAOMetal L20.266250.232681-12.61%–pending––1.15195k–
MUSEBOOKmusebookRobinhood0.0000193550.000016918-12.59%–pending––9.79111k–
ARBArbitrumEthereum0.1969850.172318-12.52%–pending––1.733.4M–
UAIUnifAI NetworkBinance Smart Chain0.291520.255206-12.46%–pending––-0.11256k–
LAPTOPHunter Biden's LaptopBase0.07530.065939-12.43%–pending––0.1830k–
ROBINROBINRobinhood0.000526850.000461445-12.41%–pending––3.3490k–
AURORAAuroraEthereum0.0601730.052704-12.41%–pending––3.14251k–
STEEMSteemnative0.0527150.046259-12.25%–pending––0.67316k–
HBARHederaHedera0.0829350.072821-12.19%–pending––0.959.0M–
ZCATAnonymous CatSolana0.048110.042273-12.13%–pending––2.6790k–
UBIKubikRobinhood0.0074550.006553-12.10%–pending––3.4756k–
AVAXAvalancheAvalanche9.59858.4436-12.03%–pending––1.1013.9M–
TOLLYTollyArc0.0015970.001405-12.01%–pending––-1.8071k–
MINAMina Protocolnative0.070720.062238-11.99%–pending––1.55833k–
RLCiExec RLCEthereum0.70780.623988-11.84%–pending––0.80122k–
MOVRMoonriverBase1.35011.1927-11.66%–pending––1.2484k–
PENGUPudgy PenguinsEthereum0.0075590.006681-11.62%–pending––1.803.7M–
MAGICTreasureEthereum0.0947550.083756-11.61%–pending––1.19223k–
WIFdogwifhatSolana0.2003350.177088-11.60%–pending––2.02594k–
COTICOTIEthereum0.0108170.009569-11.53%–pending––-0.62509k–
ZAMAZamaEthereum0.073580.065096-11.53%–pending––1.53427k–
JUPITER?0.293850.259981-11.53%–pending––1.35761k–
PEAQpeaqEthereum0.036080.031929-11.50%–pending––0.94202k–
COMPCompoundEthereum21.63519.1498-11.49%–pending––0.89253k–
CELLCellframeEthereum0.069270.061327-11.47%–pending––0.9651k–
ZETAZetaChainEthereum0.0418870.037098-11.43%–pending––1.6640k–
HMNDHumanodeHumanode0.0027980.002478-11.43%–pending––0.4734k–
ZENHorizenBase5.9865.3019-11.43%–pending––1.41322k–
FLYBRAINflybrainRobinhood0.000261250.000231407-11.42%–pending––-0.8361k–
SKYSkyEthereum0.070610.062574-11.38%–pending––1.19539k–
PUMPPump.funSolana0.0044780.003971-11.33%–pending––1.085.1M–
CASHCATCash CatRobinhood0.106090.094072-11.33%–pending––1.873.6M–
GSTOCKGstockBinance Smart Chain0.0047670.004227-11.32%–pending––3.70116k–
RUNETHORChainTHORChain0.64550.572723-11.27%–pending––1.19138k–
NOSNosanaSolana0.547250.485991-11.19%–pending––1.27113k–
BPBackpackSolana1.15941.0299-11.17%–pending––1.30300k–
BBUILDonBinance Smart Chain0.1272750.113105-11.13%–pending––0.5795k–
URANUSURANUSEthereum0.0039870.003546-11.07%–pending––1.192,813–
NIGHTMidnightCardano0.040120.035702-11.01%–pending––1.231.4M–
LSKLiskEthereum0.2008770.178804-10.99%–pending––0.07127k–
MOEMOEMantle0.000357450.000318405-10.92%–pending––1.0043k–
TICSQubeticsnative0.0008830.000786584-10.92%–pending––1.2793k–
NILNillionEthereum0.085850.076481-10.91%–pending––0.57520k–
GGravity (by Galxe)Ethereum0.0036410.003244-10.90%–pending––1.2133k–
ARXArciumSolana0.227250.202492-10.89%–pending––0.65182k–
FLOCKFLOCKEthereum0.0444590.039627-10.87%–pending––1.37188k–
FSynFuturesEthereum0.002860.002549-10.86%–pending––1.61230k–
PUBLICPublicAINEAR0.0057710.005145-10.85%–pending––0.1456k–
PAALPAAL AIEthereum0.0084230.007513-10.80%–pending––1.7775k–
FATCOINFATCOINRobinhood0.00035270.000314839-10.73%–pending––0.3361k–
BENBENBinance Smart Chain0.00055880.000499107-10.68%–pending––0.3960k–
SSonicnative0.058610.052357-10.67%–pending––1.41502k–
GRTThe GraphEthereum0.0238140.021285-10.62%–pending––1.48594k–
CPOOLClearpoolEthereum0.0276650.024728-10.62%–pending––1.24141k–
CNPYCanopyBinance Smart Chain0.22310.199416-10.62%–pending––-0.16262k–
NOMNominaEthereum0.0016920.001513-10.59%–pending––0.80161k–
EGLDMultiversXnative3.6283.244-10.59%–pending––0.91128k–
CLOREClore.ainative0.0023460.002098-10.57%–pending––0.4558k–
LINKChainlinkEthereum12.04610.7765-10.54%–pending––1.2512.3M–
MYXMYX FinanceBinance Smart Chain0.056950.050957-10.52%–pending––1.3313k–
OWLOwlto FinanceBinance Smart Chain0.00093750.000839325-10.47%–pending––1.2661k–
4STOCK4StockBinance Smart Chain0.0035930.003217-10.47%–pending––3.87193k–
STONKBROKERStonkBrokerRobinhood0.0059230.005303-10.47%–pending––1.2560k–
SPXSPX6900Ethereum0.35830.320859-10.45%–pending––1.92547k–
XLMStellarStellar0.177570.159059-10.42%–pending––1.3510.6M–
TAKEOVERTAKESui0.062050.055594-10.40%–pending––0.193,839–
B3B3 (Base)Base0.000627650.000562468-10.39%–pending––0.64318k–
MORPHOMorphoEthereum2.49812.2391-10.37%–pending––0.801.3M–
DIMODIMOEthereum0.018690.016754-10.36%–pending––0.30475k–
BCHBitcoin CashBitcoin Cash280.39251.3846-10.34%–pending––1.542.9M–
FIROFironative0.89630.803807-10.32%–pending––0.9087k–
KERNELKernelDAOEthereum0.0425090.038125-10.32%–pending––1.1222k–
TAOBittensorBittensor268.08240.5393-10.27%–pending––1.609.3M–
POWRPowerledgerEthereum0.05070.0455-10.26%–pending––0.4850k–
MONMonadnative0.02090.018758-10.25%–pending––1.593.2M–
CATECateCoinBinance Smart Chain0.0616150.055336-10.19%–pending––4.15165k–
DRVDeriveEthereum0.398820.358215-10.18%–pending––1.431.8M–
ZEUSZeus NetworkSolana0.00870.007816-10.16%–pending––0.1982k–
DOGEDogecoinDogecoin0.0796540.071565-10.15%–pending––1.455.4M–
BASECATBasecatBase0.0122750.01103-10.15%–pending––2.81426k–
MUBARAKMubarakBinance Smart Chain0.0531150.047787-10.03%–pending––1.24109k–
ZZZZZZRobinhood0.013060.011753-10.01%–pending––3.3090k–
AERGOAergo [OLD]Ethereum0.0187360.016863-10.00%–pending––0.4055k–
BROCCOLICZ's DogBinance Smart Chain0.020290.018273-9.94%–pending––0.85107k–
METMeteoraSolana0.337450.303938-9.93%–pending––1.10511k–
SHXStrongholdEthereum0.0057440.005175-9.90%–pending––1.10228k–
CROCronosEthereum0.0574250.05176-9.87%–pending––1.192.0M–
NOCKNockchainBase0.019570.017642-9.85%–pending––1.4518k–
NEONNeonSolana0.0054250.004891-9.83%–pending––-0.10644k–
FLOKIFLOKIEthereum0.000023650.000021328-9.82%–pending––1.73152k–
VTHOVeThornative0.000624310.000563115-9.80%–pending––0.42280k–
ANONHey AnonEthereum0.26850.242327-9.75%–pending––0.903,283–
ONGOntology Gasnative0.075420.068092-9.72%–pending––0.9938–
CChainbaseBase0.079650.071934-9.69%–pending––0.97463k–
AVAAVA (Travala)Ethereum0.422850.381914-9.68%–pending––0.4552k–
BKNBrickkenEthereum0.0936450.084596-9.66%–pending––1.1278k–
GITCOINGITCOIN0.342620.309517-9.66%–pending––0.306,683–
CVCCivicEthereum0.022240.020091-9.66%–pending––0.8947k–
RHEARHEASolana0.070250.06347-9.65%–pending––2.16298k–
GEODGeodnetSolana0.26240.237169-9.62%–pending––0.77257k–
ARKARKnative0.1739850.157308-9.59%–pending––0.9171–
SNEKSnekCardano0.000710.000642236-9.54%–pending––1.8927k–
ARArweaveArweave3.7863.4257-9.52%–pending––1.76122k–
CAKEPancakeSwapEthereum2.1941.9853-9.51%–pending––0.84194k–
SCSiacoinnative0.00077950.000705457-9.50%–pending––0.7751k–
PAIRPairPunkSolana0.0012050.001091-9.47%–pending––2.6962k–
SHAREShareXBinance Smart Chain2.57772.3346-9.43%–pending––-0.1283k–
PUFFERPufferEthereum0.0394650.035758-9.39%–pending––1.031,378–
GMGM.AISolana0.0007290.000660571-9.39%–pending––1.0079k–
PEPEPepeEthereum0.0000041550.000003765-9.38%–pending––2.093.0M–
FLUIDFluidEthereum2.3162.0988-9.38%–pending––1.0059k–
QIBENQIAvalanche0.0024650.002234-9.37%–pending––0.54123k–
EDGEedgeXEthereum0.095530.086577-9.37%–pending––0.83408k–
AGTAVATAGOBinance Smart Chain0.086420.078374-9.31%–pending––-0.3663k–
EDELEdelEthereum0.0268750.024377-9.29%–pending––1.16196k–
44Binance Smart Chain0.0128450.011659-9.23%–pending––1.13226k–
GTAIGT ProtocolBinance Smart Chain0.0091830.008336-9.22%–pending––1.5347k–
BEMBEMBinance Smart Chain35.88532.5756-9.22%–pending––1.6155k–
MCATMarscat TokenBinance Smart Chain0.7741950.702906-9.21%–pending––3.91311k–
SYNSynapseEthereum0.17810.161701-9.21%–pending––1.19146k–
SKRSeekerSolana0.014520.013185-9.19%–pending––0.83140k–
CTRCitreaBase0.0172910.015704-9.18%–pending––0.2585k–
STONKSStonks on ETHEthereum0.00051190.000464972-9.17%–pending––2.4655k–
KNOTSKNOTSSolana0.0031640.002876-9.12%–pending––4.1447k–
PIVXPIVXnative0.0389080.035363-9.11%–pending––0.2163k–
XPLPlasmanative0.0763350.069386-9.10%–pending––1.621.1M–
JEANPHILJean PhilSolana0.005450.004954-9.10%–pending––1.0079k–
AVTAventusEthereum0.355110.322871-9.08%–pending––-0.09117k–
ZROLayerZeroEthereum1.91361.7407-9.03%–pending––0.804.2M–
PRAIPrivasea AIBinance Smart Chain0.000873150.00079479-8.97%–pending––-0.023,911–
STRKStarknetEthereum0.0576350.052493-8.92%–pending––2.073.0M–
ZECZcashZcash1,150.621,048.04-8.91%–pending––1.75112.4M–
VIRTUALVirtuals ProtocolEthereum0.6630.603963-8.90%–pending––1.51689k–
GLMRMoonbeamBase0.009680.008822-8.87%–pending––0.5268k–
ZORAZoraBase0.0064260.005856-8.86%–pending––1.30441k–
NPCNon-Playable CoinEthereum0.0184610.016826-8.86%–pending––1.73115k–
TRUMPOfficial TrumpSolana1.70671.556-8.83%–pending––1.332.1M–
FLORKFLORKBinance Smart Chain0.0040320.003678-8.77%–pending––5.1967k–
SPKSparkEthereum0.0192750.017585-8.77%–pending––1.12218k–
GOATGoatseus MaximusSolana0.0146350.013357-8.73%–pending––1.2314k–
LIGHTER?3.0952.8249-8.73%–pending––1.284.3M–
LTCLitecoinLitecoin59.657554.4535-8.72%–pending––0.948.9M–
REZRenzoEthereum0.0034280.003129-8.72%–pending––0.69138k–
EDUOpen CampusEthereum0.0753350.068773-8.71%–pending––0.544,848–
XVGVergenative0.0025060.002288-8.71%–pending––0.89269k–
TOADThe Toad PepeSolana0.0011350.001036-8.70%–pending––1.3355k–
MAMEMame InuBinance Smart Chain0.0018730.001711-8.67%–pending––1.1550k–
NUMNumbers ProtocolEthereum0.0031830.002908-8.66%–pending––0.3150–
HONEYHivemapperSolana0.0020460.001868-8.65%–pending––0.45193k–
METRONOMEMETRONOME0.337860.308792-8.60%–pending––1.10115k–
MEYMey NetworkBase0.0527550.048219-8.60%–pending––0.31812k–
OGNOrigin TokenEthereum0.030090.027508-8.58%–pending––0.30158k–
QQ0.132920.121531-8.57%–pending––-0.2790k–
FIGHTFIGHTSolana0.002780.002543-8.54%–pending––0.5838k–
RARESuperRareEthereum0.0133790.012236-8.54%–pending––0.75182k–
XECeCashnative0.000006440.000005891-8.53%–pending––1.01325k–
SCROLLScrollPay AISolana0.0197750.018089-8.52%–pending––1.01558k–
PODDolphinBase0.53350.488073-8.51%–pending––1.3352k–
DSYNCDestra NetworkEthereum0.007620.006973-8.50%–pending––2.1358k–
ILVIlluviumEthereum3.31593.0342-8.50%–pending––1.0896k–
PROSPharosnative0.634150.580274-8.50%–pending––0.66162k–
1INCH1INCHEthereum0.0923550.084524-8.48%–pending––0.99106k–
LCXLCXEthereum0.04970.045491-8.47%–pending––0.71554k–
MASKMask NetworkEthereum0.4073850.372974-8.45%–pending––1.1443k–
TRBTellor TributesEthereum17.90516.396-8.43%–pending––1.38286k–
USELESSUseless CoinSolana0.141510.129595-8.42%–pending––2.524.1M–
ASTRAstarEthereum0.005940.00544-8.42%–pending––0.853,842–
DRIFTDrift ProtocolSolana0.015160.013893-8.35%–pending––0.77194k–
BONKBonkEthereum0.0000029550.000002708-8.35%–pending––1.641.9M–
CROSSCROSS0.102130.093614-8.34%–pending––0.0957k–
SOONSOONSolana0.309350.283581-8.33%–pending––0.467,725–
BATBasic AttentionEthereum0.1932250.177136-8.33%–pending––1.29369k–
STONKEXThe Stonks ExchangeBase0.004980.004566-8.32%–pending––2.4850k–
MICRODUCKmicroduckRobinhood0.0019420.00178-8.32%–pending––0.8860k–
HEMIHemiEthereum0.0051020.004679-8.29%–pending––1.480–
SUEcat wif helmetSolana0.00036510.000334927-8.26%–pending––4.3054k–
NEARNEAR ProtocolNEAR4.8974.4924-8.26%–pending––1.3556.1M–
ALEPHAleph CloudEthereum0.015150.013899-8.26%–pending––0.5561k–
GRASSGrassSolana0.61840.567362-8.25%–pending––1.43987k–
ACEFusionistBinance Smart Chain0.150350.137952-8.25%–pending––-0.074.6M–
EVAAEVAA ProtocolTON0.54350.498708-8.24%–pending––1.4715k–
THETATheta Networknative0.1872350.171834-8.23%–pending––1.3645k–
AIOTOKZOOBinance Smart Chain0.0550110.050492-8.22%–pending––0.5258k–
KAIAKaianative0.0408650.037522-8.18%–pending––1.662,304–
MEMEROBINHOOD?0.0115560.010614-8.15%–pending––0.25105k–
PNUTPeanut the SquirrelSolana0.0434250.039893-8.13%–pending––1.40258k–
TUTTutorialBinance Smart Chain0.0184450.016946-8.13%–pending––1.021.8M–
BERTBertram The PomeranianSolana0.0135130.012415-8.13%–pending––2.3915k–
BTRBitlayerEthereum0.0429550.039472-8.11%–pending––0.3253k–
ONDOOndoEthereum0.4348950.399648-8.10%–pending––1.399.0M–
COQCoq InuAvalanche1.18e-71.09e-7-8.10%–pending––1.6311k–
DCRDecrednative14.51213.3387-8.09%–pending––0.7690k–
KSKDKaskadIgra0.0048540.004462-8.08%–pending––-0.1446k–
SUPERSuperVerseEthereum0.1866250.17157-8.07%–pending––1.30530k–
AINInfinity GroundBinance Smart Chain0.037560.034532-8.06%–pending––0.2530k–
STXStacksnative0.35830.329558-8.02%–pending––1.551.2M–
RBNTRedbelly Networknative0.0016160.001486-8.02%–pending––0.3155k–
LITLighterEthereum3.09472.8471-8.00%–pending––1.27961k–
JUPJupiterSolana0.293890.270435-7.98%–pending––1.351.3M–
CARDSCollector CryptSolana0.3321150.305748-7.94%–pending––1.006,389–
NATIXNATIX NetworkSolana0.000160650.000147902-7.94%–pending––1.4632k–
POLPOL (ex-MATIC)Ethereum0.0925950.085253-7.93%–pending––0.921.3M–
HOOKRHookr.funRobinhood0.020030.018442-7.93%–pending––5.5094k–
MARSCOINMarsCoinBinance Smart Chain0.077950.071773-7.92%–pending––0.8011.6M–
FUSEFuseEthereum0.0089220.008216-7.91%–pending––0.5043k–
API3Api3Ethereum0.2682050.246994-7.91%–pending––0.89230k–
GRAMGram (prev. Toncoin)Ethereum1.3671.2589-7.90%–pending––0.8310k–
PIXELPixelsEthereum0.0051090.004705-7.89%–pending––1.072,673–
MASKSOL?0.040990.037761-7.88%–pending––1.0062k–
AIOZAIOZ NetworkEthereum0.100970.093017-7.88%–pending––1.96508k–
SWFTCSWFTCOINEthereum0.0028360.002613-7.87%–pending––0.7393k–
QKCQuarkChainEthereum0.0024360.002244-7.87%–pending––0.90105k–
SPASperaxEthereum0.002660.002451-7.84%–pending––0.6057k–
BATONbatonSolana0.0071250.006566-7.84%–pending––3.79208k–
BNBBNBBNB Chain731.175673.9757-7.82%–pending––0.671.5M–
GPGraphite ProtocolSolana0.0015480.001428-7.81%–pending––1.0063k–
ELIZAOSElizaOSEthereum0.0004240.000391044-7.77%–pending––0.258,459–
STAYSTAYNEXBinance Smart Chain0.000007840.000007231-7.77%–pending––0.18343k–
AUDIOAudiusEthereum0.0150020.013836-7.77%–pending––0.7057k–
VOWVowEthereum0.030170.027829-7.76%–pending––0.8455k–
VETVeChainVeChain0.0067420.006218-7.76%–pending––1.27559k–
AWEAWE NetworkBase0.0663450.061198-7.76%–pending––0.5532k–
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.