8=======>

2026-10-21 · +1d

lstm_s4 · test · 994 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 994 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
MLCMy Lovely CoinSolana0.0106950.010763+0.64%–pending––0.5824k–
PIPEDOGpipedogRobinhood0.00053160.000534541+0.55%–pending––1.6778k–
PAIRPairPunkSolana0.00097550.00098053+0.52%–pending––2.6760k–
BONERBoner CoinRobinhood0.015970.016052+0.51%–pending––3.9660k–
OMGOMG NetworkEthereum0.0485490.048792+0.50%–pending––0.691,825–
SUEcat wif helmetSolana0.000338750.000340392+0.48%–pending––4.2254k–
APRCapricornEthereum0.03090.031049+0.48%–pending––0.46274k–
BREWBREWBinance Smart Chain0.0047550.004778+0.48%–pending––0.3886k–
UUnited StablesEthereum0.0001250.000125592+0.47%–pending––1.052,397–
SOPHSophonEthereum0.0018050.001813+0.47%–pending––0.59498k–
MEMEROBINHOOD?0.0090540.009096+0.47%–pending––0.07101k–
JIMOTHYJimothy The RaccoonSolana0.0023450.002356+0.46%–pending––2.1163k–
USTalusSui0.005410.005434+0.44%–pending––0.59459k–
EMBERembercurveSolana0.0024650.002475+0.41%–pending––1.5488k–
UNIONUNION0.0001320.000132543+0.41%–pending––0.838,210–
HMMThinking CatRobinhood0.006790.006816+0.38%–pending––3.3558k–
BILLBillions NetworkEthereum0.0055550.005575+0.37%–pending––0.79588k–
FRONGfrongRobinhood0.0018340.00184+0.35%–pending––0.7657k–
ROBINROBINRobinhood0.0004410.000442388+0.31%–pending––3.3574k–
RNBWRainbowBase0.020540.020604+0.31%–pending––0.81301–
GTGateEthereum10.210.231+0.30%–pending––0.75466k–
BLURBlurEthereum0.0093850.009413+0.30%–pending––1.4033k–
UMXMManadiaBinance Smart Chain0.035950.036058+0.30%–pending––-1.33785–
CTCCreditcoinEthereum0.091550.091805+0.28%–pending––1.091,401–
FONEapeonfoneSolana0.0037810.003791+0.28%–pending––1.31117k–
XNONanonative0.346060.346995+0.27%–pending––0.926,478–
XRDRadixnative0.000186250.000186748+0.27%–pending––-0.6658k–
KLVKleverKlever Blockchain0.00056520.000566707+0.27%–pending––-0.1247k–
JOEJOEArbitrum0.0331750.033262+0.26%–pending––1.103,069–
AIINUAI INUSolana0.0848490.08507+0.26%–pending––0.77118k–
GUNGunzSolana0.0023550.002361+0.25%–pending––0.9413k–
IQIQEthereum0.000804750.000806719+0.24%–pending––0.67532–
MINAMina Protocolnative0.0721850.072358+0.24%–pending––1.53706k–
UOSUltraEthereum0.0020710.002076+0.24%–pending––0.8814k–
ANSEMThe Black BullSolana0.09530.095523+0.23%–pending––2.08428k–
FOGOFogonative0.0042170.004227+0.23%–pending––1.306,972–
EVAAEVAA ProtocolTON0.54730.548558+0.23%–pending––1.4912k–
STONKEXThe Stonks ExchangeBase0.0047450.004756+0.22%–pending––2.4449k–
MOOMemory cow MooRobinhood0.0024650.00247+0.22%–pending––0.7068k–
CTKShentuOsmosis0.116850.117102+0.22%–pending––0.85106k–
SUNSun TokenTron0.0165670.016601+0.21%–pending––-0.190–
STORMStorm TradeTON0.0027180.002724+0.21%–pending––0.4072k–
XCHChianative1.47651.4795+0.21%–pending––0.832,478–
LADYSMilady Meme CoinEthereum6.21e-96.23e-9+0.20%–pending––1.34767–
XEMNEMnative0.000327650.000328292+0.20%–pending––0.784,101–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum778.42779.9404+0.20%–pending––0.10144k–
KGENKGeNBase0.09850.098692+0.19%–pending––0.462,907–
AIGENSYN?0.0174630.017496+0.19%–pending––0.880–
RVNRavencoinnative0.0014810.001484+0.18%–pending––1.209,084–
MYROMYROSolana0.0019260.001929+0.18%–pending––1.532,718–
RATSGoldenRatBinance Smart Chain0.0000181330.000018166+0.18%–pending––-1.0095k–
LUMIALumiaEthereum0.0852650.085418+0.18%–pending––0.9120–
MUSEBOOKmusebookRobinhood0.000016810.00001684+0.18%–pending––9.4896k–
1INCH1INCHEthereum0.09390.094065+0.18%–pending––1.0187k–
OVPPOpenVPP [Old]Ethereum0.00095550.000957157+0.17%–pending––2.2259k–
TAGTAGGERBinance Smart Chain0.0004950.000495851+0.17%–pending––0.41381k–
HEIHeimaEthereum0.1141450.114341+0.17%–pending––0.96766–
WAVESWavesEthereum0.25340.253829+0.17%–pending––1.0452k–
AUCTIONBounceEthereum3.46753.4733+0.17%–pending––0.9331k–
LMWRLimeWireEthereum0.0099250.009942+0.17%–pending––0.326,331–
XMRMoneroMonero586.235587.2175+0.17%–pending––0.443.1M–
WETHumidiFiSolana0.05190.051984+0.16%–pending––0.8710k–
XCXXeleb ProtocolBinance Smart Chain0.0023510.002355+0.16%–pending––0.5855k–
SUPSuperfluidEthereum0.00028150.000281936+0.15%–pending––0.686,603–
RONINRONINSolana0.059060.059151+0.15%–pending––1.431,707–
HOTHoloEthereum0.00037770.000378278+0.15%–pending––0.9613k–
META2META217.770517.7975+0.15%–pending––1.140–
HAEDALHaedal ProtocolSui0.018350.018378+0.15%–pending––0.81207k–
LYXLUKSOEthereum0.2118850.212204+0.15%–pending––0.032,422–
BOMEBOOK OF MEMESolana0.0006350850.000636031+0.15%–pending––1.593,529–
ININFINITEthereum0.027730.027771+0.15%–pending––0.901,592–
XAIXaiArbitrum0.0084090.008421+0.15%–pending––0.821,197–
GOMININGGoMining TokenEthereum0.3780.378545+0.14%–pending––0.5713k–
HEMIHemiEthereum0.0052260.005233+0.14%–pending––1.460–
KIIKiiChainMantle0.0874350.087559+0.14%–pending––1.2711k–
ETHEthereumEthereum2,441.072,444.50+0.14%–pending––1.22215.4M–
YOMYOMAvalanche0.013740.013758+0.13%–pending––-0.823,022–
MOCAMoca NetworkEthereum0.0085020.008514+0.13%–pending––0.722,064–
DRBDebtReliefBotBase0.000158950.000159154+0.13%–pending––2.84183k–
BGBBitget TokenEthereum1.89251.8949+0.13%–pending––0.682,336–
BORABORAKlay Token0.025260.025292+0.13%–pending––0.906,128–
PEOPLEConstitutionDAOEthereum0.0081550.008165+0.12%–pending––1.32593k–
BASEDBasedEthereum0.050860.050921+0.12%–pending––0.8121k–
SOCKSockBinance Smart Chain0.000072630.000072713+0.11%–pending––-1.7652k–
LEOLEO TokenEthereum9.00369.0138+0.11%–pending––0.04134k–
PSGParis Saint-Germain Fan TokenSolana0.43050.430988+0.11%–pending––0.29211k–
WARDWardenBase0.0027350.002738+0.11%–pending––1.014,213–
ZILZilliqaBinance Smart Chain0.0025690.002571+0.11%–pending––0.512,721–
CAWA Hunters DreamEthereum6.33e-96.33e-9+0.11%–pending––1.309,417–
TOADThe Toad PepeSolana0.0011330.001134+0.11%–pending––1.3353k–
TMXTermMaxEthereum0.009420.009429+0.10%–pending––3.147,668–
TEATea ProtocolEthereum0.000040140.00004018+0.10%–pending––-0.05806k–
MERLMerlin ChainEthereum0.0296550.029684+0.10%–pending––1.2712k–
BNTBancor NetworkEthereum0.31290.313201+0.10%–pending––1.057,861–
VOWVowEthereum0.030720.030749+0.09%–pending––0.8454k–
FFFalcon FinanceEthereum0.109580.109681+0.09%–pending––-0.211,621–
NFTAINFTEthereum2.38e-72.38e-7+0.09%–pending––0.0447k–
RIONHyperionAptos0.078020.078091+0.09%–pending––0.5950k–
CERECere NetworkEthereum0.000181950.000182113+0.09%–pending––0.017,275–
GWEIETHGasEthereum0.0220110.02203+0.08%–pending––0.85176k–
DIAMDIAMBinance Smart Chain0.0043640.004368+0.08%–pending––0.0344k–
INTCXIntel xStockEthereum94.80594.8806+0.08%–pending––0.60121k–
UBIKubikRobinhood0.0066750.00668+0.08%–pending––3.4255k–
ZKPzkPassEthereum0.0430450.043078+0.08%–pending––0.775,360–
VRVictoria VREthereum0.0014920.001494+0.07%–pending––0.22273k–
BANANAS31Banana For ScaleBinance Smart Chain0.0062750.00628+0.07%–pending––0.733,797–
VSYSV.SYSTEMSnative0.00025080.000250975+0.07%–pending––0.1371k–
SEDASEDAEthereum0.0171950.017207+0.07%–pending––0.24293k–
PNUTPeanut the SquirrelSolana0.045380.04541+0.07%–pending––1.40179k–
SPYXSP500 xStockEthereum770.4323770.9344+0.07%–pending––0.10135k–
LOTLeague of TradersBinance Smart Chain0.0057550.005758+0.07%–pending––0.6251k–
ANIMEAnimecoinEthereum0.0028650.002867+0.07%–pending––1.126,368–
BLESSBlessSolana0.0077510.007757+0.06%–pending––1.4719k–
ONGOntology Gasnative0.0795950.079646+0.06%–pending––0.9915–
DEGENDegenEthereum0.00097150.000972109+0.06%–pending––1.1071k–
BIOBio ProtocolEthereum0.0247250.02474+0.06%–pending––1.4176k–
COAIChainOpera AIBinance Smart Chain0.263450.263612+0.06%–pending––0.8975k–
BZRBazaarsEthereum70.791570.8348+0.06%–pending––0.93211k–
BERABerachainnative0.172810.172914+0.06%–pending––1.32219k–
ONTOntologynative0.053780.053812+0.06%–pending––0.99895–
NEXONEXOEthereum0.81350.813969+0.06%–pending––0.81388k–
STRCONStrategy Stretch Preferred (Ondo Tokenized)Ethereum105.54105.6002+0.06%–pending––0.05124k–
OGOG Fan TokenSolana2.61052.612+0.06%–pending––0.48329k–
WMTXWorld Mobile TokenSolana0.0209410.020953+0.06%–pending––-0.1425k–
WILDWilder WorldEthereum0.012280.012287+0.06%–pending––1.6651k–
LONGXIA?0.021890.021902+0.05%–pending––1.354.4M–
HIGHHighstreetEthereum0.02790.027915+0.05%–pending––0.56114k–
DKAdKargoEthereum0.003420.003422+0.05%–pending––0.7441k–
XPRXPR NetworkEthereum0.0019020.001903+0.05%–pending––0.66247k–
ESEclipseEthereum0.000890.000890444+0.05%–pending––0.454,263–
SYRUPMaple FinanceEthereum0.20010.200198+0.05%–pending––1.20958k–
SHIBShiba InuEthereum0.0000051380.00000514+0.05%–pending––1.49594k–
ARKARKnative0.1735650.173645+0.05%–pending––0.9071–
DGBDigiBytenative0.0033770.003378+0.05%–pending––0.9823k–
PNICPhoenic TokenAvalanche0.0010510.001051+0.05%–pending––0.02123k–
SWCHSwissCheesePolygon0.0227550.022765+0.04%–pending––0.6571k–
UPUnitasEthereum0.056630.056652+0.04%–pending––0.1966k–
TOSHIToshiBase0.000119210.000119256+0.04%–pending––1.38270k–
ARTXARTX0.091120.091155+0.04%–pending––0.6056k–
SLXSolsticeSolana0.0503850.050403+0.04%–pending––0.7016k–
RBNTRedbelly Networknative0.0014870.001488+0.04%–pending––0.2955k–
WBETHWrapped Beacon ETHEthereum2,708.912,709.84+0.03%–pending––1.21767k–
1000CHEEMS1000CHEMSnative0.00045650.000456657+0.03%–pending––0.94256k–
2ZDoubleZeroSolana0.030750.03076+0.03%–pending––1.19142k–
TRXTRONTron0.3306740.330779+0.03%–pending––0.151.0M–
COOKIECookie DAOEthereum0.0094790.009482+0.03%–pending––1.2232k–
IDSPACE IDEthereum0.033250.03326+0.03%–pending––0.86317k–
OPNOpinionEthereum0.04930.049314+0.03%–pending––0.935,634–
ESEEeseeEthereum0.0042220.004223+0.03%–pending––-0.1535k–
UMXUMX0.04660.046613+0.03%–pending––0.1981k–
LUNCTerra Luna Classicnative0.000046240.000046252+0.03%–pending––1.0721k–
NUMNumbers ProtocolEthereum0.0032240.003225+0.03%–pending––0.3750–
GNOGnosisEthereum114.779114.8066+0.02%–pending––0.675,443–
TRADOORTradoorBinance Smart Chain0.61210.612246+0.02%–pending––0.5256k–
ALCHAlchemist AISolana0.03720.037209+0.02%–pending––1.48924–
AGLDAdventure GoldEthereum0.175750.17579+0.02%–pending––0.7639k–
JELLYJELLYJelly-My-JellySolana0.0517760.051787+0.02%–pending––0.2854k–
VRAVerasityEthereum0.0000086110.000008613+0.02%–pending––1.8014k–
DEXEDeXeEthereum1.78851.7889+0.02%–pending––-0.011.2M–
BLUEBluefinSui0.0090780.00908+0.02%–pending––0.893,977–
CPCluster ProtocolBase0.0089150.008917+0.02%–pending––1.4369k–
TOWNMoltbook TownSolana0.00010240.00010242+0.02%–pending––-0.3862k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32650.326556+0.02%–pending––0.32179k–
TAITARS AISolana0.0037050.003706+0.02%–pending––0.576,903–
MITOMitosisBinance Smart Chain0.013120.013122+0.02%–pending––0.76653k–
CHEEMSCheems TokenBinance Smart Chain4.56e-74.56e-7+0.02%–pending––0.89733–
GIGGLEGiggle FundBinance Smart Chain32.6232.6252+0.02%–pending––0.551.6M–
GASGasNeo1.26871.2689+0.02%–pending––1.04627–
USTCTerraClassicUSDTerra0.0050450.005046+0.02%–pending––0.82231k–
FOLDThe InterfoldEthereum0.047720.047727+0.02%–pending––0.8527k–
EWTEnergy Web TokenEthereum0.32850.328541+0.01%–pending––0.725,583–
SLPSmooth Love PotionEthereum0.00057030.000570369+0.01%–pending––1.285,602–
GHUBGemHUBKlay Token0.0030070.003007+0.01%–pending––0.3543k–
OZOOzone Chainnative0.13120.131214+0.01%–pending––0.02128k–
BABYDOGEBaby Doge CoinEthereum3.72e-103.72e-10+0.01%–pending––1.0262k–
SMARTSmartCodedBotBase0.0043340.004335+0.01%–pending––0.20139k–
TREETreeEthereum0.0388550.038858+0.01%–pending––0.9744k–
PIPi Networknative0.0794850.079491+0.01%–pending––0.7522k–
BOBBOB (Build on Bitcoin)Ethereum0.0043050.004305+0.01%–pending––0.124,342–
BEATAudieraBinance Smart Chain0.074140.074143+0.00%–pending––0.26822k–
HGPTHyperGPTTON0.0014990.001499+0.00%–pending––1.5476k–
FUELFuel NetworkEthereum0.00076890.000768896-0.00%–pending––0.0750k–
BSBBlock StreetEthereum0.0901150.090114-0.00%–pending––1.02372k–
GENIUSGeniusBinance Smart Chain0.30710.307094-0.00%–pending––-0.1012k–
MANYUManyuEthereum3.62e-93.62e-9-0.00%–pending––1.3362k–
TACTACTON0.001220.001219-0.00%–pending––0.9218k–
NCTPolySwarmEthereum0.009040.00904-0.00%–pending––1.0553k–
KATKatanaBase0.0040910.004091-0.00%–pending––0.99112k–
WBTCWrapped BitcoinEthereum82,579.5082,572.79-0.01%–pending––0.9934k–
TCOMTCOM GlobalBinance Smart Chain0.0080940.008093-0.01%–pending––-0.1768k–
COPXONGlobal X Copper Miners ETF (Ondo Tokenized ETF)Ethereum80.2780.2597-0.01%–pending––0.45132k–
BDXBeldexBinance Smart Chain0.0738550.073845-0.01%–pending––-0.01466k–
PIPEPipe NetworkSolana0.0271550.027151-0.01%–pending––0.150–
SWARMSSwarmsSolana0.007080.007079-0.02%–pending––0.891,750–
BIGTIMEBig TimeEthereum0.0067550.006754-0.02%–pending––0.9122k–
TAIKOTaikoEthereum0.07480.074784-0.02%–pending––0.7942k–
REQRequestEthereum0.0521850.052174-0.02%–pending––0.5820k–
SATSSATS (Ordinals)Ordinals1.08e-81.08e-8-0.02%–pending––1.0446k–
STORJStorjEthereum0.023940.023934-0.02%–pending––1.3234k–
PROMPTWayfinderEthereum0.01690.016896-0.03%–pending––0.82126k–
LQTYLiquityEthereum0.20780.207743-0.03%–pending––0.925,209–
ASRAS Roma Fan TokenSolana0.80050.800276-0.03%–pending––0.45185k–
STONKSStonks on ETHEthereum0.000504050.000503896-0.03%–pending––2.4654k–
AOao Computernative3.6693.6678-0.03%–pending––1.4959k–
CBKCobakEthereum0.196950.196883-0.03%–pending––0.7141k–
RAILRailgunEthereum2.3892.3882-0.03%–pending––2.3555k–
SDStaderEthereum0.1160.11596-0.03%–pending––0.8959k–
GALAGALAEthereum0.0019620.001962-0.04%–pending––1.64128k–
ASMAssemble AIEthereum0.006080.006078-0.04%–pending––0.3932k–
ELELYSIAEthereum0.0015630.001563-0.04%–pending––0.6699k–
ACMAC Milan Fan TokenSolana0.26150.261393-0.04%–pending––0.44207k–
HMSTRHamster KombatTON0.00015050.000150438-0.04%–pending––0.871,363–
PLAYPlaysOutBase0.0173880.01738-0.04%–pending––0.3658k–
CORECoreCore0.0170150.017007-0.05%–pending––1.4271k–
ARPAARPAEthereum0.0105570.010553-0.05%–pending––0.7324k–
LYNEverlynBinance Smart Chain0.014590.014583-0.05%–pending––0.84361k–
HOLOHoloworldSolana0.058550.058522-0.05%–pending––1.032,798–
BNSOLBinance Staked SOLSolana120.55120.4926-0.05%–pending––1.25466k–
HIVEHivenative0.050550.050525-0.05%–pending––0.84135k–
TWTTrust WalletBinance Smart Chain0.46770.46746-0.05%–pending––0.71558k–
TELTelcoinEthereum0.0014580.001457-0.05%–pending––1.2458k–
ARKMArkhamEthereum0.12840.128331-0.05%–pending––1.3543k–
MANTLE?0.53820.537905-0.05%–pending––0.94320k–
USUALUsualEthereum0.0107750.010769-0.06%–pending––1.305,716–
WCTWalletConnect TokenEthereum0.036170.036149-0.06%–pending––1.0048k–
BASECATBasecatBase0.0120650.012058-0.06%–pending––2.76412k–
KSMKusamaHydration4.3154.3125-0.06%–pending––0.92137k–
POWRPowerledgerEthereum0.05230.052269-0.06%–pending––0.4848k–
IRYSIrysEthereum0.0145250.014516-0.06%–pending––0.6225k–
STRAXXertranative0.010430.010423-0.06%–pending––0.922,851–
BARFC Barcelona Fan TokenSolana0.26750.267335-0.06%–pending––0.40218k–
DOGDog (Bitcoin)Solana0.00091050.000909939-0.06%–pending––1.4993k–
JTOJitoSolana0.48140.481102-0.06%–pending––1.28915k–
ELONDogelon MarsEthereum2.93e-82.93e-8-0.06%–pending––1.1428k–
NEONEONeo2.28392.2825-0.06%–pending––1.2110k–
CLOYei FinanceSei V20.0501650.050133-0.06%–pending––-0.06132k–
LDOLido DAOEthereum0.4117250.411457-0.07%–pending––1.25470k–
UPCUPCXEthereum0.130.129914-0.07%–pending––0.083.3M–
WLFIWorld Liberty FinancialEthereum0.054710.054673-0.07%–pending––0.33494k–
DGMADaGama WorldEthereum0.013520.013511-0.07%–pending––-0.2123k–
BTCBitcoinBitcoin82,695.9382,638.64-0.07%–pending––1.00423.7M–
HPHippo Protocolnative0.0076940.007689-0.07%–pending––0.7021k–
GOATGoatseus MaximusSolana0.0150150.015005-0.07%–pending––1.2313k–
BASBNB Attestation ServiceBinance Smart Chain0.0186420.018629-0.07%–pending––0.3151k–
AAVEAaveEthereum154.99154.8815-0.07%–pending––1.535.4M–
WBTWhiteBIT CoinEthereum80.9480.8808-0.07%–pending––1.0947k–
BABYBabylonnative0.0129150.012905-0.07%–pending––1.00102k–
LAYERSolayerSolana0.066360.06631-0.08%–pending––0.9511k–
ETHWEthereumPoWnative0.242750.242566-0.08%–pending––1.111,535–
CHZChilizEthereum0.0139940.013984-0.08%–pending––1.0461k–
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.