8=======>

2026-09-30 · +30d

lstm_s1 · 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
LONGXIA?0.03590.009252-74.23%–pending––-0.965.6M–
MINTMintanaSolana0.469550.123867-73.62%–pending––1.00570k–
ROBINROBINRobinhood0.0011970.000473695-60.44%–pending––1.00160k–
MHAMagic HashBinance Smart Chain0.0082630.004662-43.58%–pending––1.001.4M–
MUSEBOOKmusebookRobinhood0.0000501150.000032759-34.63%–pending––1.00180k–
NEONNeonSolana0.0296750.022306-24.83%–pending––-0.2616k–
KNOTSKNOTSSolana0.0067220.005287-21.35%–pending––1.0050k–
FONEapeonfoneSolana0.0083530.006611-20.86%–pending––0.92219k–
COOLHYPE3.coolSolana0.00070660.000561637-20.52%–pending––1.0083k–
AKEAkedoBinance Smart Chain0.0315910.025173-20.32%–pending––-1.181.8M–
NOCKNockchainBase0.0228150.018219-20.14%–pending––1.4144k–
SUEcat wif helmetSolana0.001030.000832475-19.19%–pending––4.9199k–
DRVDeriveEthereum0.389830.315419-19.09%–pending––1.601.3M–
PUBLICPublicAINEAR0.0142640.011573-18.87%–pending––0.1454k–
LIGHTER?3.9483.2035-18.86%–pending––1.515.8M–
CHEQCHEQD NetworkEthereum0.0023650.001922-18.72%–pending––0.4131k–
LSKLiskEthereum0.2856250.23451-17.90%–pending––0.05353k–
FATCOINFATCOINRobinhood0.00062340.000512516-17.79%–pending––1.00118k–
MOOMemory cow MooRobinhood0.0068390.005652-17.36%–pending––1.00106k–
LAPTOPHunter Biden's LaptopBase0.07960.066348-16.65%–pending––1.00275k–
PIVXPIVXnative0.063450.053121-16.28%–pending––0.2553k–
AIINUAI INUSolana0.1829530.153489-16.10%–pending––0.54155k–
BLASTBlastBlast0.000423140.000355155-16.07%–pending––0.8551k–
MICRODUCKmicroduckRobinhood0.002390.002006-16.06%–pending––1.73112k–
USELESSUseless CoinSolana0.237630.200032-15.82%–pending––2.5311.0M–
MINAMina Protocolnative0.145040.122204-15.74%–pending––1.22795k–
FIROFironative1.08590.918295-15.44%–pending––0.8296k–
SKYAISkyAIBinance Smart Chain0.042450.035916-15.39%–pending––1.63514k–
PAIDPaidSolana0.0120450.010193-15.38%–pending––1.00203k–
NOSNosanaSolana0.488350.413575-15.31%–pending––1.0439k–
BEATAudieraBinance Smart Chain0.0910050.077277-15.09%–pending––0.111.7M–
KSKDKaskadIgra0.003020.002565-15.08%–pending––-0.1832k–
SAGASagaSaga0.0250950.021322-15.03%–pending––0.43158k–
REDRedStoneEthereum0.176150.149822-14.95%–pending––1.13144k–
FLYBRAINflybrainRobinhood0.00042440.000361003-14.94%–pending––1.00105k–
EDELEdelEthereum0.0280050.023893-14.68%–pending––0.79158k–
SOCKSockBinance Smart Chain0.00015370.000131417-14.50%–pending––1.0069k–
DSYNCDestra NetworkEthereum0.0096780.008293-14.32%–pending––1.7154k–
OGPUOPEN GPUEthereum0.051640.04426-14.29%–pending––1.0911k–
PEAQpeaqEthereum0.0426850.036632-14.18%–pending––0.99221k–
ORBIOOrbio.soRobinhood0.0899510.077221-14.15%–pending––1.0091k–
NEXANexanative0.000001170.000001005-14.10%–pending––-0.2366k–
VVVVenice TokenBase27.731623.83-14.07%–pending––0.909.5M–
BRBedrockEthereum0.7031450.605426-13.90%–pending––1.97818k–
TUTTutorialBinance Smart Chain0.024380.021007-13.84%–pending––0.935.0M–
AOao Computernative4.373.7696-13.74%–pending––1.3460k–
SYRUPMaple FinanceEthereum0.22580.19492-13.68%–pending––1.101.0M–
FLORKFLORKBinance Smart Chain0.0064030.005534-13.57%–pending––5.02125k–
CPCluster ProtocolBase0.0128150.011082-13.52%–pending––1.00320k–
SYNSynapseEthereum0.15940.137964-13.45%–pending––1.36117k–
PAIRPairPunkSolana0.0028420.00246-13.45%–pending––1.00111k–
RHEARHEASolana0.1110790.096146-13.44%–pending––1.9540k–
ETNElectroneumnative0.0022640.00196-13.44%–pending––0.6977k–
BENBENBinance Smart Chain0.00055370.000479609-13.38%–pending––1.00107k–
PAALPAAL AIEthereum0.0119080.010323-13.31%–pending––1.7464k–
ALEOALEOBinance Smart Chain0.0321590.027886-13.29%–pending––0.3362k–
DASHDashDash60.52552.4854-13.28%–pending––1.134.2M–
TOLLYTollyArc0.0038460.003336-13.25%–pending––1.00100k–
CATECateCoinBinance Smart Chain0.0680990.059099-13.22%–pending––4.53291k–
ACEFusionistBinance Smart Chain0.185750.161238-13.20%–pending––-0.303.5M–
JUPITER?0.32990.286648-13.11%–pending––1.25816k–
ARXArciumSolana0.27860.242091-13.10%–pending––0.53303k–
PROSPharosnative0.716950.624232-12.93%–pending––0.46124k–
CHIRPChirper AISolana0.0090710.007903-12.88%–pending––1.3524k–
AURORAAuroraEthereum0.0639020.055757-12.75%–pending––3.0043k–
BPBackpackSolana1.28651.1225-12.74%–pending––1.22138k–
HOOKRHookr.funRobinhood0.0154550.013494-12.69%–pending––6.4087k–
SSonicnative0.0407450.035603-12.62%–pending––1.27172k–
SLCSilencioBase0.0001150830.000100572-12.61%–pending––0.9854k–
JUPJupiterSolana0.329730.288408-12.53%–pending––1.251.1M–
ZZZZZZRobinhood0.016790.014688-12.52%–pending––1.0085k–
GHXGamerCoinEthereum0.0118610.010378-12.50%–pending––0.5851k–
RAYRaydiumSolana1.94541.7027-12.47%–pending––1.251.9M–
AGTAVATAGOBinance Smart Chain0.0242470.021242-12.39%–pending––-0.2516k–
ALEPHAleph CloudEthereum0.017450.015292-12.37%–pending––0.3125k–
CLOREClore.ainative0.0030520.002676-12.31%–pending––0.2255k–
SEISeiSei0.073520.064477-12.30%–pending––1.141.6M–
GAIBGAIBEthereum0.0261250.022914-12.29%–pending––-0.524,699–
TENDIESTENDIESRobinhood0.0084630.007424-12.28%–pending––2.0067k–
WODWorld of DypiansBinance Smart Chain0.0058790.005157-12.27%–pending––0.2933k–
ARKARKnative0.260570.228748-12.21%–pending––0.953–
BROCCOLI714?0.0265750.023331-12.21%–pending––0.721.0M–
STRKStarknetEthereum0.0431050.037844-12.21%–pending––1.56658k–
LCXLCXEthereum0.05350.046991-12.17%–pending––0.66114k–
JUGGERNAUTThe JuggernautRobinhood0.0065490.005753-12.16%–pending––0.9566k–
OWLOwlto FinanceBinance Smart Chain0.0012830.001127-12.11%–pending––2.0956k–
VANAVanaEthereum1.08250.951913-12.06%–pending––0.72394k–
HYPEHyperliquidHyperliquid90.980.0316-11.96%–pending––1.2439.0M–
SENTSentientEthereum0.021260.018738-11.86%–pending––0.78198k–
INITInitiaInitia0.10370.091409-11.85%–pending––0.6810k–
AIOTOKZOOBinance Smart Chain0.0611980.054019-11.73%–pending––0.3357k–
SHROOMMUSHROOMRobinhood0.0121830.010757-11.70%–pending––1.00139k–
NPCNon-Playable CoinEthereum0.0218240.019283-11.64%–pending––1.90228k–
PENGUPudgy PenguinsEthereum0.009610.008493-11.62%–pending––1.703.5M–
TREADTread.fiEthereum0.878150.776746-11.55%–pending––1.00327k–
ARBArbitrumEthereum0.202890.179481-11.54%–pending––1.529.5M–
MARSCOINMarsCoinBinance Smart Chain0.13710.121321-11.51%–pending––1.0022.2M–
PHAPHALAEthereum0.079230.070162-11.45%–pending––1.2959k–
AEROAerodrome FinanceBase0.8235650.729314-11.44%–pending––1.226.4M–
BERABerachainnative0.2535350.224561-11.43%–pending––1.26182k–
NATIXNATIX NetworkSolana0.00019410.000171926-11.42%–pending––1.1729k–
SPKSparkEthereum0.024920.022084-11.38%–pending––1.01284k–
EMBERembercurveSolana0.0065650.005819-11.36%–pending––1.00238k–
FUSEFuseEthereum0.0080340.007123-11.34%–pending––0.4843k–
UPCUPCXEthereum0.22220.197049-11.32%–pending––-0.093.5M–
BULLABULLABinance Smart Chain0.0807660.07163-11.31%–pending––0.99456k–
XAIXaiArbitrum0.0093890.008338-11.19%–pending––0.79271–
GRTThe GraphEthereum0.0292350.025967-11.18%–pending––1.32437k–
ELELYSIAEthereum0.0017240.001532-11.17%–pending––0.85108k–
ZROLayerZeroEthereum1.73911.5449-11.17%–pending––0.70883k–
NILNillionEthereum0.08630.076683-11.14%–pending––0.6397k–
ETHFIEther.fiEthereum0.78450.697193-11.13%–pending––1.23425k–
AICAI CompanionsBinance Smart Chain0.0453640.040355-11.04%–pending––-0.4165k–
MEMEROBINHOOD?0.0214750.019104-11.04%–pending––1.00228k–
MOVRMoonriverBase2.17651.9369-11.01%–pending––1.2638k–
BNKRBankrCoinBase0.000404250.000359872-10.98%–pending––1.61376k–
REZRenzoEthereum0.0047660.004244-10.96%–pending––0.69255k–
VTHOVeThornative0.0006841450.000609196-10.96%–pending––0.34587k–
TMXTermMaxEthereum0.008780.007819-10.94%–pending––2.125,700–
FLOCKFLOCKEthereum0.0661160.058883-10.94%–pending––1.17824k–
PROVESuccinctEthereum0.24190.215505-10.91%–pending––0.57112k–
KMNOKaminoSolana0.043110.038415-10.89%–pending––1.01151k–
VELOVeloStellar0.0353750.031526-10.88%–pending––1.27144k–
CHIPUSD.AIEthereum0.0431520.038482-10.82%–pending––1.66206k–
AVaultanative0.098750.088093-10.79%–pending––1.0846k–
METRONOMEMETRONOME0.3166250.282497-10.78%–pending––1.3792k–
OVPPOpenVPP [Old]Ethereum0.0018790.001677-10.74%–pending––2.3753k–
PYTHPyth NetworkSolana0.0772250.068947-10.72%–pending––0.72689k–
PROPSPropbaseEthereum0.0068460.006117-10.65%–pending––0.34226k–
NEARNEAR ProtocolNEAR5.3384.7696-10.65%–pending––1.1929.9M–
BONKBonkEthereum0.0000037950.000003391-10.64%–pending––1.591.9M–
HUMAHuma FinanceSolana0.032340.028905-10.62%–pending––0.96581k–
ENAEthenaEthereum0.264790.23667-10.62%–pending––1.726.5M–
CAKEPancakeSwapEthereum2.59452.3205-10.56%–pending––0.72315k–
CLOUDDeCloudEthereum0.072650.06498-10.56%–pending––0.244,512–
ARArweaveArweave4.1093.676-10.54%–pending––1.55122k–
BKNBrickkenEthereum0.128530.11502-10.51%–pending––1.06116k–
PIEVERSEPieverseEthereum1.42821.2781-10.51%–pending––1.5337k–
BTWBitwayEthereum1.3291.1894-10.50%–pending––-1.833.1M–
METMeteoraSolana0.316450.283244-10.49%–pending––1.37426k–
WEMIXWEMIXnative0.19390.173555-10.49%–pending––0.11949–
MCNMCNCOINBinance Smart Chain0.13490.120754-10.49%–pending––0.1313k–
TAOBittensorBittensor300.675269.191-10.47%–pending––1.4811.0M–
SUPERSuperVerseEthereum0.198420.177723-10.43%–pending––1.13236k–
SOMISomnianative0.224550.201131-10.43%–pending––0.7839k–
ATSAlltoscanBinance Smart Chain0.041710.037364-10.42%–pending––0.1777k–
MSTRXMicroStrategy xStockEthereum153.13137.1905-10.41%–pending––1.78370k–
CETUSCetus ProtocolSui0.0282550.025328-10.36%–pending––1.063,873–
SNEKSnekCardano0.0006450.000578332-10.34%–pending––2.0513k–
TThreshold NetworkEthereum0.0055420.00497-10.32%–pending––0.4771k–
ICPInternet ComputerEthereum3.33362.9903-10.30%–pending––0.783.7M–
OPTIMOptimism0.1295650.116232-10.29%–pending––1.441000k–
KSMKusamaHydration5.1754.6447-10.25%–pending––0.88122k–
BATONbatonSolana0.002750.002468-10.24%–pending––1.00109k–
QIBENQIAvalanche0.0029390.002639-10.24%–pending––0.5340k–
SOONSOONSolana0.4930.443222-10.10%–pending––0.436,470–
VETVeChainVeChain0.0088540.00796-10.09%–pending––1.12799k–
ZILZilliqaBinance Smart Chain0.0043770.003936-10.08%–pending––0.544,573–
CYSCysicBase0.16070.144575-10.03%–pending––0.83125k–
KLVKleverKlever Blockchain0.000760.000683839-10.02%–pending––-0.0956k–
PUNDIXPundi XEthereum0.12580.113289-9.94%–pending––1.0126k–
ZENHorizenBase7.31856.5923-9.92%–pending––1.32743k–
ACPArena Of FaithEthereum0.0032030.002886-9.90%–pending––0.1525k–
UNIUniswapEthereum8.87487.9969-9.89%–pending––1.2020.6M–
RIORealio Network TokenEthereum0.0759750.068462-9.89%–pending––1.5135k–
MUBARAKMubarakBinance Smart Chain0.060370.054406-9.88%–pending––0.9141k–
9BITThe9bitSolana0.0730610.065891-9.81%–pending––-1.74610k–
BLURBlurEthereum0.0211990.019119-9.81%–pending––1.1224k–
KCTKonnectEthereum0.000663250.000598234-9.80%–pending––0.21123k–
ZCATAnonymous CatSolana0.054780.049413-9.80%–pending––1.00146k–
BASECATBasecatBase0.0122850.011088-9.74%–pending––2.81944k–
DIMODIMOEthereum0.0205850.018585-9.71%–pending––0.2535k–
NAKANakamoto GamesPolygon0.1222850.110411-9.71%–pending––0.70114k–
AVAXAvalancheAvalanche10.9299.8709-9.68%–pending––0.998.1M–
DEFIDeFiEthereum0.00012480.00011275-9.66%–pending––0.5751k–
FLUXFluxnative0.0739050.066781-9.64%–pending––0.9623k–
BROCCOLICZ's DogBinance Smart Chain0.026560.024015-9.58%–pending––0.7283k–
ALPHAlephiumEthereum0.073650.066612-9.56%–pending––0.5563k–
PUMPPump.funSolana0.005920.005355-9.55%–pending––0.853.2M–
USUALUsualEthereum0.013550.012262-9.51%–pending––1.237,795–
XRDRadixnative0.00037940.000343509-9.46%–pending––-0.8352k–
RUNETHORChainTHORChain0.7990.723499-9.45%–pending––1.0267k–
PENDLEPendleEthereum2.38392.1591-9.43%–pending––0.981.4M–
B3B3 (Base)Base0.000818250.000741184-9.42%–pending––0.77302k–
WINWINkLinkTron0.0000479890.000043478-9.40%–pending––0.573,121–
ZECZcashZcash1,437.951,303.04-9.38%–pending––1.71148.5M–
LITLighterEthereum3.94993.5802-9.36%–pending––1.501.2M–
MTLMetal DAOMetal L20.32950.298689-9.35%–pending––1.11270k–
HIGHHighstreetEthereum0.0356150.03229-9.34%–pending––0.77129k–
PONDMarlinEthereum0.0017670.001602-9.34%–pending––0.9617k–
INJInjectiveEthereum7.40856.7184-9.31%–pending––1.303.4M–
VELODROMEVELODROME0.0354150.032131-9.27%–pending––1.267,273–
MANTLE?0.69690.632359-9.26%–pending––0.80373k–
DBRdeBridgeSolana0.019460.017662-9.24%–pending––0.2134k–
MMTMomentumSui0.190.172466-9.23%–pending––0.95576k–
44Binance Smart Chain0.0213510.019383-9.22%–pending––0.86445k–
KIIKiiChainMantle0.0885950.080448-9.20%–pending––1.3927k–
STXStacksnative0.370850.336994-9.13%–pending––1.49953k–
TRBTellor TributesEthereum21.1819.2504-9.11%–pending––1.27218k–
KASKaspaKaspa0.0434750.039549-9.03%–pending––1.07930k–
CNPYCanopyBinance Smart Chain0.31790.289375-8.97%–pending––1.00765k–
BREWBREWBinance Smart Chain0.0083050.007563-8.94%–pending––1.00182k–
SKRSeekerSolana0.0179680.016365-8.93%–pending––0.66304k–
YGGYield Guild GamesEthereum0.02660.024227-8.92%–pending––1.0219k–
HBARHederaHedera0.104720.095425-8.88%–pending––0.856.1M–
AIOZAIOZ NetworkEthereum0.115490.10525-8.87%–pending––1.77342k–
STAYSTAYNEXBinance Smart Chain0.0000096250.000008775-8.83%–pending––-0.0136k–
GRIFFAINGRIFFAINSolana0.0162750.014838-8.83%–pending––0.9515k–
ZKZKsyncEthereum0.0121370.011066-8.82%–pending––1.34254k–
AGLDAdventure GoldEthereum0.20620.188035-8.81%–pending––0.7231k–
ONGOntology Gasnative0.096080.087621-8.80%–pending––0.97151–
LDOLido DAOEthereum0.457420.417156-8.80%–pending––0.92395k–
NIGHTMidnightCardano0.039160.035719-8.79%–pending––1.31427k–
ALCHAlchemist AISolana0.051710.047176-8.77%–pending––1.212,723–
0G0GEthereum0.3110.283735-8.77%–pending––0.8756k–
XPLPlasmanative0.094860.086572-8.74%–pending––1.601.3M–
ARGUSArgusArc0.014040.012815-8.72%–pending––1.00192k–
DRIFTDrift ProtocolSolana0.0192250.01755-8.71%–pending––0.82120k–
CELOCeloCelo0.100250.091562-8.67%–pending––0.8420k–
DEEPDeepBookSui0.023070.021072-8.66%–pending––1.2982k–
SCSiacoinnative0.0010410.000950858-8.66%–pending––0.6464k–
SWMSwarm0.108180.098826-8.65%–pending––-1.86753k–
UAIUnifAI NetworkBinance Smart Chain0.296880.271275-8.62%–pending––-0.30601k–
STONKSStonks on ETHEthereum0.00078540.000717735-8.62%–pending––1.0097k–
ALICEMy Neighbor AliceEthereum0.1690350.154494-8.60%–pending––0.6244k–
QUBICQubicnative6.97e-76.38e-7-8.57%–pending––0.29162k–
SUISuiSui1.16351.064-8.55%–pending––1.4721.2M–
DOGDog (Bitcoin)Solana0.0009910.000906478-8.53%–pending––1.55153k–
HEMIHemiEthereum0.0061640.005639-8.52%–pending––1.59446–
WAXPWAXEthereum0.0062610.005728-8.52%–pending––0.8611k–
SPASperaxEthereum0.0031980.002927-8.49%–pending––0.5432k–
ORAIOraichainEthereum0.434090.397347-8.46%–pending––0.5812k–
LYNEverlynBinance Smart Chain0.02480.022702-8.46%–pending––0.4976k–
AMPAmpEthereum0.000633050.000579533-8.45%–pending––0.71146k–
ZORAZoraBase0.0079410.00727-8.45%–pending––1.16806k–
CChainbaseBase0.0910.083318-8.44%–pending––1.01188k–
UPROBINHOOD?0.405910.371835-8.39%–pending––2.0457k–
ZETAZetaChainEthereum0.0520960.047729-8.38%–pending––1.5919k–
KAITOKAITOBase0.349850.320547-8.38%–pending––0.94144k–
ALUAlturaBase0.005660.005187-8.36%–pending––1.7137k–
KOMAKoma InuBinance Smart Chain0.0202310.018542-8.35%–pending––0.44150k–
CBETHCoinbase Wrapped Staked ETHEthereum3,059.862,804.82-8.34%–pending––1.19440k–
COQCoq InuAvalanche1.85e-71.69e-7-8.32%–pending––1.558,375–
OTCOTCSolana0.0083270.007634-8.32%–pending––1.0046k–
PURRPurrHyperliquid0.155650.142713-8.31%–pending––2.3252k–
ARRRPirate Chainnative0.29340.269058-8.30%–pending––0.6759k–
NCTPolySwarmEthereum0.0101250.009285-8.30%–pending––0.9686k–
OPOptimismOptimism0.1295430.118811-8.28%–pending––1.45171k–
DELTADeltaRobinhood0.0181470.016644-8.28%–pending––3.73159k–
OPGOpenGradientBase0.125480.115119-8.26%–pending––0.7273k–
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.