8=======>

2026-10-02 · +30d

lstm_s4 · test · 990 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 990 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
KNOTSKNOTSSolana0.0028680.001784-37.80%–pending––1.0049k–
MINTMintanaSolana0.2770.191491-30.87%–pending––1.00570k–
LONGXIA?0.039190.0296-24.47%–pending––0.466.1M–
VELVETVelvetBase0.094150.071309-24.26%–pending––-0.0536k–
PUBLICPublicAINEAR0.01560.012679-18.72%–pending––0.2555k–
NEONNeonSolana0.023530.019554-16.90%–pending––-0.2718k–
MAGMAMagma FinanceSui0.357130.296807-16.89%–pending––1.29207k–
PIVXPIVXnative0.077240.064759-16.16%–pending––0.2353k–
SANDThe SandboxEthereum0.06930.058292-15.88%–pending––0.97128k–
RAYRaydiumSolana1.92491.6318-15.23%–pending––1.221.9M–
AKEAkedoBinance Smart Chain0.0320050.027355-14.53%–pending––-1.151.6M–
GPGraphite ProtocolSolana0.0043220.003698-14.44%–pending––1.0067k–
ALLOAlloraEthereum0.27130.233237-14.03%–pending––-0.09199k–
SPKSparkEthereum0.026010.02241-13.84%–pending––0.97281k–
EDELEdelEthereum0.0421250.036363-13.68%–pending––0.79161k–
NATIXNATIX NetworkSolana0.000198580.000171471-13.65%–pending––1.1928k–
GTCGitcoinEthereum0.13440.116248-13.51%–pending––0.939,828–
PAIDPaidSolana0.0082210.007119-13.40%–pending––1.00203k–
BRBedrockEthereum0.66030.572356-13.32%–pending––2.04831k–
CHIRPChirper AISolana0.0067740.005881-13.19%–pending––1.3823k–
ARBArbitrumEthereum0.195910.170266-13.09%–pending––1.507.2M–
CLOREClore.ainative0.0035970.003138-12.77%–pending––0.2756k–
NIGHTMidnightCardano0.0489150.042697-12.71%–pending––1.24464k–
NPCNon-Playable CoinEthereum0.0216740.018926-12.68%–pending––1.84228k–
SHROOMMUSHROOMRobinhood0.0111130.009706-12.66%–pending––1.00131k–
ALEOALEOBinance Smart Chain0.0304690.026626-12.61%–pending––0.2790k–
PODDolphinBase0.560050.489677-12.57%–pending––1.3047k–
SAGASagaSaga0.022550.019748-12.43%–pending––0.46158k–
NILNillionEthereum0.083350.073022-12.39%–pending––0.59120k–
MUSEBOOKmusebookRobinhood0.0000444550.000038951-12.38%–pending––1.00191k–
OTCOTCSolana0.0067310.005899-12.36%–pending––3.6550k–
MHAMagic HashBinance Smart Chain0.007760.006801-12.36%–pending––1.001.4M–
SSonicnative0.037970.033302-12.29%–pending––1.23259k–
USELESSUseless CoinSolana0.224010.196489-12.29%–pending––2.5311.0M–
DRVDeriveEthereum0.396440.348208-12.17%–pending––1.621.5M–
FIROFironative1.07940.948437-12.13%–pending––0.8296k–
QNTQuantEthereum246.94217.0345-12.11%–pending––0.67536k–
KSKDKaskadIgra0.0033940.002983-12.10%–pending––-0.1330k–
WODWorld of DypiansBinance Smart Chain0.0059090.005196-12.07%–pending––0.2932k–
DSYNCDestra NetworkEthereum0.0105870.009319-11.98%–pending––1.7855k–
OWLOwlto FinanceBinance Smart Chain0.0015760.001387-11.96%–pending––2.0955k–
NEXANexanative0.0000011351.00e-6-11.94%–pending––-0.2366k–
NOSNosanaSolana0.599850.528339-11.92%–pending––1.0546k–
CYSCysicBase0.170.149778-11.90%–pending––0.83114k–
AURORAAuroraEthereum0.0605020.053341-11.84%–pending––2.98170k–
EDGEedgeXEthereum0.102120.090105-11.77%–pending––0.63206k–
ETNElectroneumnative0.0022490.001985-11.74%–pending––0.6477k–
REDRedStoneEthereum0.16660.147056-11.73%–pending––1.15144k–
STXStacksnative0.36780.325127-11.60%–pending––1.48967k–
SYNSynapseEthereum0.17150.15163-11.59%–pending––1.51117k–
FLOCKFLOCKEthereum0.0645480.057077-11.57%–pending––1.13790k–
CHEQCHEQD NetworkEthereum0.002130.001884-11.56%–pending––0.3831k–
FUSEFuseEthereum0.0077230.006831-11.55%–pending––0.4843k–
ACEFusionistBinance Smart Chain0.18870.166955-11.52%–pending––-0.323.5M–
ARKARKnative0.211650.187294-11.51%–pending––0.9571–
PINPinLinkEthereum0.074520.065981-11.46%–pending––2.9764k–
PONDMarlinEthereum0.0016490.001462-11.37%–pending––0.9917k–
SPCMSPACEM WORLDAvalanche0.0007330.000649671-11.37%–pending––0.25214k–
ARArweaveArweave4.25853.7771-11.30%–pending––1.56126k–
SOONSOONSolana0.368250.326939-11.22%–pending––0.397,127–
USTalusSui0.02440.021681-11.15%–pending––0.7749k–
DIMODIMOEthereum0.02170.019293-11.09%–pending––0.2142k–
B3B3 (Base)Base0.00078990.000702794-11.03%–pending––0.76333k–
SUEcat wif helmetSolana0.000741550.000660077-10.99%–pending––4.7399k–
PEAQpeaqEthereum0.040510.036079-10.94%–pending––0.94241k–
AIINUAI INUSolana0.1438430.12815-10.91%–pending––0.47154k–
CHRChromiaEthereum0.023330.020795-10.87%–pending––1.104,318–
GOATEDGOAT NetworkBinance Smart Chain0.0140430.012526-10.80%–pending––-0.0426k–
BULLABULLABinance Smart Chain0.0846040.075466-10.80%–pending––0.95369k–
QFIQuantix FinanceTron18.792516.7629-10.80%–pending––1.5169k–
QIBENQIAvalanche0.0025630.002288-10.74%–pending––0.5346k–
BPBackpackSolana1.15941.035-10.73%–pending––1.27152k–
MANADecentralandEthereum0.100520.089758-10.71%–pending––0.70479k–
RHEARHEASolana0.0821950.073399-10.70%–pending––1.8879k–
PROPSPropbaseEthereum0.0068340.006107-10.63%–pending––0.35226k–
BZZSwarmEthereum0.058140.051983-10.59%–pending––0.4849k–
BROCCOLI714?0.026160.023391-10.58%–pending––0.721.1M–
NOMNominaEthereum0.0025340.002266-10.57%–pending––0.67259k–
COQCoq InuAvalanche1.32e-71.18e-7-10.54%–pending––1.5112k–
ORBIOOrbio.soRobinhood0.0779890.069807-10.49%–pending––1.2995k–
METMeteoraSolana0.29440.263521-10.49%–pending––1.34427k–
STRKStarknetEthereum0.042990.038499-10.45%–pending––1.54702k–
RARESuperRareEthereum0.0173850.015575-10.41%–pending––0.79147k–
VVVVenice TokenBase27.798524.9115-10.39%–pending––0.899.5M–
OGPUOPEN GPUEthereum0.043530.039012-10.38%–pending––1.0511k–
CChainbaseBase0.09550.085595-10.37%–pending––1.02407k–
SEISeiSei0.069280.062099-10.37%–pending––1.121.6M–
ALGOAlgorandAlgorand0.127320.114135-10.36%–pending––0.911.8M–
BNKRBankrCoinBase0.00040950.000367111-10.35%–pending––1.62454k–
MOVRMoonriverBase1.8841.689-10.35%–pending––1.4240k–
HOOKRHookr.funRobinhood0.024130.021635-10.34%–pending––6.4089k–
UNIUniswapEthereum8.94568.021-10.34%–pending––1.2019.6M–
ALEPHAleph CloudEthereum0.016720.014996-10.31%–pending––0.3340k–
ALCHAlchemist AISolana0.0504050.045212-10.30%–pending––1.292,144–
ZAMAZamaEthereum0.0747850.067093-10.28%–pending––1.37491k–
RIORealio Network TokenEthereum0.0715450.06419-10.28%–pending––1.5041k–
AOao Computernative4.62854.1543-10.24%–pending––1.3560k–
STAYSTAYNEXBinance Smart Chain0.000008160.000007325-10.23%–pending––0.2036k–
RUNETHORChainTHORChain0.7440.668292-10.18%–pending––1.0283k–
4STOCK4StockBinance Smart Chain0.0073540.006606-10.17%–pending––1.00386k–
DRIFTDrift ProtocolSolana0.019420.01745-10.14%–pending––0.85149k–
BENBENBinance Smart Chain0.00055360.000497456-10.14%–pending––1.0099k–
MSTRXMicroStrategy xStockEthereum160.33144.144-10.10%–pending––1.78388k–
LSKLiskEthereum0.29320.263608-10.09%–pending––0.07353k–
GRASSGrassSolana0.70190.631083-10.09%–pending––1.16200k–
AICAI CompanionsBinance Smart Chain0.0378330.03402-10.08%–pending––-0.4163k–
TUTTutorialBinance Smart Chain0.025280.022747-10.02%–pending––0.924.5M–
MUBARAKMubarakBinance Smart Chain0.061490.055334-10.01%–pending––0.9041k–
BLUECHIPBLUE CHIPBase0.008040.007238-9.98%–pending––1.00376k–
STEEMSteemnative0.063680.057328-9.98%–pending––0.61536k–
NAKANakamoto GamesPolygon0.132540.119344-9.96%–pending––0.66114k–
KAVAKavaBinance Smart Chain0.068650.061824-9.94%–pending––0.2832k–
MTLMetal DAOMetal L20.3190.287351-9.92%–pending––1.09270k–
PYTHPyth NetworkSolana0.07880.070999-9.90%–pending––0.70689k–
GALAGALAEthereum0.002660.002397-9.89%–pending––1.4777k–
IMXImmutableEthereum0.178240.160634-9.88%–pending––1.06193k–
CVCCivicEthereum0.0302470.02726-9.88%–pending––0.7374k–
AGIDelysiumEthereum0.0066410.005986-9.86%–pending––1.7727k–
METRONOMEMETRONOME0.294360.265461-9.82%–pending––1.3492k–
ENAEthenaEthereum0.232410.209669-9.78%–pending––1.696.5M–
EMBERembercurveSolana0.0067840.006121-9.78%–pending––1.00214k–
CELRCeler NetworkEthereum0.0031250.00282-9.75%–pending––0.774,763–
GSTOCKGstockBinance Smart Chain0.016820.015182-9.74%–pending––1.00123k–
CATECateCoinBinance Smart Chain0.0704390.063586-9.73%–pending––4.38291k–
WWormholeEthereum0.013320.012028-9.70%–pending––1.00108k–
PNGPangolinAvalanche0.033910.030632-9.67%–pending––0.6148k–
ZESTZest ProtocolEthereum0.194910.176097-9.65%–pending––0.51198k–
TREADTread.fiEthereum0.840950.759857-9.64%–pending––1.00308k–
XTZTezosTezos0.315910.285583-9.60%–pending––1.03200k–
AVTAventusEthereum0.265880.240388-9.59%–pending––-0.3240k–
PAALPAAL AIEthereum0.0120510.010896-9.59%–pending––1.7165k–
ALPHAlephiumEthereum0.080860.073109-9.59%–pending––0.5463k–
VTHOVeThornative0.00067190.000607528-9.58%–pending––0.33587k–
COOLHYPE3.coolSolana0.00070580.000638226-9.57%–pending––1.0072k–
DASHDashDash58.953.2615-9.57%–pending––1.104.2M–
WIFdogwifhatSolana0.248960.225198-9.54%–pending––1.78786k–
WAXPWAXEthereum0.0063630.005756-9.54%–pending––0.849,232–
PENDLEPendleEthereum2.3492.1251-9.53%–pending––0.991.4M–
BTWBitwayEthereum1.38151.2499-9.52%–pending––-1.753.6M–
SUISuiSui1.14651.0377-9.49%–pending––1.4727.4M–
KOMAKoma InuBinance Smart Chain0.0199670.01808-9.45%–pending––0.41165k–
SKRSeekerSolana0.0170660.015456-9.43%–pending––0.65285k–
CAPCapEthereum0.0740280.067057-9.42%–pending––-1.10339k–
TThreshold NetworkEthereum0.0054710.004956-9.41%–pending––0.4461k–
XCNOnyxcoinEthereum0.0047510.004305-9.39%–pending––1.081.0M–
IOTAIOTAIOTA0.05350.048476-9.39%–pending––1.35833k–
CNPYCanopyBinance Smart Chain0.32420.293762-9.39%–pending––1.00705k–
SNEKSnekCardano0.0006180.000560151-9.36%–pending––1.9814k–
PLUMEPlumeEthereum0.018260.016555-9.33%–pending––0.99399k–
HNTHeliumSolana0.49670.450358-9.33%–pending––1.25948k–
AIOZAIOZ NetworkEthereum0.11020.099935-9.32%–pending––1.75411k–
AXSAxie InfinityEthereum1.23731.1222-9.31%–pending––1.00109k–
CETUSCetus ProtocolSui0.0276050.025037-9.30%–pending––1.043,873–
HONEYHivemapperSolana0.0014650.001329-9.29%–pending––0.5780k–
ANDYETH?0.0000129630.000011759-9.29%–pending––2.6950k–
DELTADeltaRobinhood0.0167160.015164-9.29%–pending––3.57132k–
WLDWorldcoinEthereum0.55650.504834-9.28%–pending––1.271.3M–
MAMEMame InuBinance Smart Chain0.0013670.00124-9.28%–pending––1.0151k–
SHDWShadow TokenSolana0.028110.025502-9.28%–pending––0.9711k–
NOCKNockchainBase0.019540.017731-9.26%–pending––1.3644k–
RENDERRenderEthereum1.9741.7914-9.25%–pending––1.142.0M–
SHXStrongholdEthereum0.0071240.006465-9.25%–pending––1.07110k–
BREWBREWBinance Smart Chain0.0090610.008223-9.24%–pending––1.00170k–
GHXGamerCoinEthereum0.0117860.010697-9.24%–pending––0.5651k–
BATONbatonSolana0.00290.002632-9.24%–pending––1.00114k–
FILFilecoinFilecoin1.03350.938324-9.21%–pending––1.142.7M–
KAIOKAIOEthereum0.0220080.019983-9.20%–pending––0.2619k–
PHAPHALAEthereum0.070130.063742-9.11%–pending––1.2779k–
COLLECTCollect on FanableBinance Smart Chain0.0184150.016739-9.10%–pending––0.7769k–
GAIBGAIBEthereum0.023540.021399-9.09%–pending––-0.565,094–
ZENHorizenBase6.846.2191-9.08%–pending––1.30743k–
POWRPowerledgerEthereum0.068350.062155-9.06%–pending––0.4177k–
AGTAVATAGOBinance Smart Chain0.0223920.020364-9.06%–pending––-0.1316k–
GRTThe GraphEthereum0.0285770.025991-9.05%–pending––1.28471k–
PUFFERPufferEthereum0.0228290.020769-9.02%–pending––1.094,496–
WPAYWPAYPolygon0.859420.782337-8.97%–pending––0.111.7M–
NEARNEAR ProtocolNEAR4.69114.2708-8.96%–pending––1.1541.9M–
ZECZcashZcash1,300.971,184.65-8.94%–pending––1.67153.1M–
CLOUDDeCloudEthereum0.064550.058781-8.94%–pending––0.284,512–
KMNOKaminoSolana0.040540.036919-8.93%–pending––1.01151k–
DEEPDeepBookSui0.022860.020818-8.93%–pending––1.2985k–
STONKSStonks on ETHEthereum0.00072760.000662673-8.92%–pending––1.0094k–
GRIFFAINGRIFFAINSolana0.016860.015357-8.92%–pending––0.9216k–
KERNELKernelDAOEthereum0.0535730.048799-8.91%–pending––1.0824k–
BFCBifrostEthereum0.0272710.024846-8.89%–pending––-0.571,416–
ARRRPirate Chainnative0.30910.281786-8.84%–pending––0.6859k–
PURRPurrHyperliquid0.157330.143523-8.78%–pending––2.3052k–
FLUXFluxnative0.072290.065953-8.77%–pending––0.9322k–
AIOTOKZOOBinance Smart Chain0.0597230.054492-8.76%–pending––0.3255k–
SOCKSockBinance Smart Chain0.000132750.000121148-8.74%–pending––1.0065k–
PROMPromEthereum6.3965.8375-8.73%–pending––0.453.8M–
BKNBrickkenEthereum0.1179050.107622-8.72%–pending––1.02116k–
CPOOLClearpoolEthereum0.036470.033296-8.70%–pending––1.02112k–
BROCCOLICZ's DogBinance Smart Chain0.026140.023865-8.70%–pending––0.7288k–
MINAMina Protocolnative0.163610.149386-8.69%–pending––1.19827k–
INJInjectiveEthereum7.4466.7991-8.69%–pending––1.293.6M–
SUPERSuperVerseEthereum0.233890.213603-8.67%–pending––1.18307k–
MCATMarscat TokenBinance Smart Chain0.709840.648655-8.62%–pending––1.001.8M–
AVAXAvalancheAvalanche10.7989.8695-8.60%–pending––0.9914.6M–
UBIKubikRobinhood0.0202780.018542-8.56%–pending––2.5756k–
MCNMCNCOINBinance Smart Chain0.14420.131921-8.52%–pending––0.1515k–
EVAAEVAA ProtocolTON0.816250.746746-8.52%–pending––1.3723k–
SHAREShareXBinance Smart Chain0.70740.647251-8.50%–pending––0.0162k–
ZCATAnonymous CatSolana0.0374650.034286-8.48%–pending––1.00144k–
EPICEpic Private Internet Cashnative0.50920.466027-8.48%–pending––0.8219k–
BEATAudieraBinance Smart Chain0.088460.080967-8.47%–pending––0.171.6M–
AVNTVerantaBase0.130130.119172-8.42%–pending––0.96389k–
CELOCeloCelo0.10090.09242-8.40%–pending––0.8221k–
AEROAerodrome FinanceBase0.792420.725838-8.40%–pending––1.176.8M–
LCXLCXEthereum0.05270.048273-8.40%–pending––0.54141k–
BCHBitcoin CashBitcoin Cash311.59285.577-8.35%–pending––1.394.1M–
GITCOINGITCOIN0.134240.123071-8.32%–pending––0.9261–
PROSPharosnative0.7470.684867-8.32%–pending––0.44192k–
TRACOriginTrailEthereum0.43010.394402-8.30%–pending––1.07482k–
KSMKusamaHydration5.1354.7096-8.28%–pending––0.85133k–
MAGICTreasureEthereum0.058760.053893-8.28%–pending––0.7732k–
ZKZKsyncEthereum0.0125820.011541-8.28%–pending––1.32254k–
ZETAZetaChainEthereum0.0488170.044777-8.28%–pending––1.5821k–
BEMBEMBinance Smart Chain34.5931.7302-8.27%–pending––1.0056k–
BONKBonkEthereum0.000003640.00000334-8.24%–pending––1.551.9M–
AINInfinity GroundBinance Smart Chain0.024050.022075-8.21%–pending––0.1720k–
VELOVeloStellar0.034770.031916-8.21%–pending––1.20152k–
CROSSCROSS0.1419250.130288-8.20%–pending––0.1461k–
9BITThe9bitSolana0.0616720.056638-8.16%–pending––-1.81603k–
JUPITER?0.3150.289294-8.16%–pending––1.26816k–
FLYBRAINflybrainRobinhood0.000364550.000334816-8.16%–pending––1.0087k–
LAPTOPHunter Biden's LaptopBase0.07310.067143-8.15%–pending––1.00247k–
PUMPPump.funSolana0.0053850.004947-8.14%–pending––0.853.2M–
AMPAmpEthereum0.00062720.000576166-8.14%–pending––0.69151k–
SCSiacoinnative0.0010220.000939381-8.13%–pending––0.6364k–
ALICEMy Neighbor AliceEthereum0.1750.160774-8.13%–pending––0.7052k–
VELODROMEVELODROME0.0346650.031855-8.11%–pending––1.209,435–
SUTSuper TrustPolygon0.290.266521-8.10%–pending––0.46104k–
ARXArciumSolana0.28950.266129-8.07%–pending––0.55311k–
JUGGERNAUTThe JuggernautRobinhood0.0058080.00534-8.06%–pending––0.8965k–
SKYSkyEthereum0.086870.079872-8.06%–pending––0.96594k–
JUPJupiterSolana0.3152150.289841-8.05%–pending––1.271.2M–
ONDOOndoEthereum0.492660.453145-8.02%–pending––1.279.2M–
ELELYSIAEthereum0.0018160.001671-8.01%–pending––0.85103k–
XDCXDC Networknative0.033820.031117-7.99%–pending––0.61561k–
CHEXChintaiEthereum0.0147850.013607-7.97%–pending––0.5611k–
44Binance Smart Chain0.017850.016432-7.94%–pending––0.85445k–
CHIPUSD.AIEthereum0.0440340.040542-7.93%–pending––1.64218k–
KITEKiteEthereum0.148690.136949-7.90%–pending––0.70113k–
RWAINC?0.0024530.00226-7.89%–pending––0.657,575–
TRBTellor TributesEthereum19.9518.3796-7.87%–pending––1.22229k–
INITInitiaInitia0.110150.101493-7.86%–pending––0.6710k–
OMIECOMIEthereum0.0002940.000270988-7.83%–pending––0.7112k–
MEWcat in a dogs worldSolana0.0005310.000489553-7.81%–pending––1.4312k–
ZBCZebec ProtocolSolana0.0025380.002341-7.77%–pending––1.24127k–
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.