8=======>

2026-09-23 · +30d

lstm_s4 · test · 976 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 976 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
NUMNumbers ProtocolEthereum0.0023450.002626+11.99%–pending––0.631–
LUMIALumiaEthereum0.0803430.088337+9.95%–pending––0.810–
NODENodeOpsEthereum0.006940.007613+9.70%–pending––-0.0186–
SUNSun TokenTron0.0170940.018704+9.42%–pending––-0.160–
BANANABanana GunEthereum3.9394.2757+8.55%–pending––0.830–
FOGOFogonative0.0063170.00682+7.97%–pending––1.281,386–
CAWA Hunters DreamEthereum7.12e-97.68e-9+7.84%–pending––1.167,942–
MSFTXMicrosoft xStockEthereum499.9088537.4819+7.52%–pending––0.072,689–
AIGENSYN?0.0199320.021413+7.43%–pending––0.570–
BEAMXBEAMX0.0019230.00206+7.10%–pending––1.031,674–
COINXCoinbase xStockEthereum198.03211.7563+6.93%–pending––1.4542k–
FUELFuel NetworkEthereum0.00079460.000848577+6.79%–pending––-0.03789–
CHEEMSCheems TokenBinance Smart Chain5.54e-75.91e-7+6.72%–pending––0.81796–
INTCXIntel xStockEthereum122.32130.3293+6.55%–pending––0.4873k–
GITCOINGITCOIN0.0830.088431+6.54%–pending––0.8355–
CTCCreditcoinEthereum0.1090.116049+6.47%–pending––1.11520–
LYXLUKSOEthereum0.1902050.201939+6.17%–pending––0.24151–
UMXMManadiaBinance Smart Chain0.0890.094451+6.13%–pending––-0.23377–
KAIAKaianative0.0317350.033669+6.09%–pending––1.341,193–
MAVIAHeroes of MaviaEthereum0.0332650.035253+5.98%–pending––0.592–
XCHChianative1.5441.6358+5.94%–pending––0.672,142–
LADYSMilady Meme CoinEthereum7.51e-97.95e-9+5.92%–pending––1.324,066–
XNONanonative0.384470.406751+5.80%–pending––0.8611k–
SWARMSSwarmsSolana0.007850.008277+5.43%–pending––1.022,026–
RONINRONINSolana0.057220.060291+5.37%–pending––1.401,242–
LQTYLiquityEthereum0.22620.238223+5.32%–pending––0.884,934–
JOEJOEArbitrum0.03450.036333+5.31%–pending––1.031,798–
ALTHEAALTHEAEthereum0.04010.042213+5.27%–pending––0.51691–
MLKMiL.kArbitrum0.04320.045466+5.24%–pending––0.99207–
ASSETREALEthereum0.243110.255788+5.21%–pending––-0.101,769–
ORBSOrbsEthereum0.0072670.007644+5.19%–pending––0.478,487–
CWEBCoinwebEthereum0.00050630.000532112+5.10%–pending––0.02270–
SOSOSoSoValueEthereum0.32490.341121+4.99%–pending––0.196,032–
GENIUSGeniusBinance Smart Chain0.34260.359348+4.89%–pending––0.028,957–
EVEverythingEthereum0.00026520.000277905+4.79%–pending––0.366,420–
OPNOpinionEthereum0.048750.051001+4.62%–pending––1.063,835–
PRAIPrivasea AIBinance Smart Chain0.00043250.000452206+4.56%–pending––0.08158–
MCDXMcDonald's xStockEthereum238.7237249.4244+4.48%–pending––0.042,163–
MOCAMoca NetworkEthereum0.0098520.010292+4.46%–pending––0.792,131–
PIPi Networknative0.088020.09193+4.44%–pending––0.8423k–
CERECere NetworkEthereum0.00020270.000211574+4.38%–pending––0.04121–
SLXSolsticeSolana0.072860.076015+4.33%–pending––0.3223k–
MEDMediblocOsmosis0.0017370.001811+4.28%–pending––0.532,917–
BORABORAKlay Token0.0275750.028749+4.26%–pending––0.81972–
XAIXaiArbitrum0.00790.008231+4.19%–pending––0.79130–
ELIZAOSElizaOSEthereum0.0001620.000168775+4.18%–pending––0.701,692–
DKAdKargoEthereum0.0042520.00443+4.18%–pending––0.5844k–
DYDXdYdXCosmos0.126530.131636+4.04%–pending––0.6030k–
CKBNervos Networknative0.0012730.001324+4.03%–pending––1.081,224–
BLUEBluefinSui0.0100060.010405+3.98%–pending––0.821,171–
UNIONUNION0.0002510.000260833+3.92%–pending––0.339,607–
EVAAEVAA ProtocolTON0.68990.716286+3.82%–pending––1.5221k–
RWAINC?0.0018510.001922+3.82%–pending––0.535,768–
UUnited StablesEthereum0.0002480.000257442+3.81%–pending––0.352,128–
SPYXSP500 xStockEthereum767.9117796.9977+3.79%–pending––0.1081k–
BGBBitget TokenEthereum2.0452.1216+3.75%–pending––0.752,684–
B2BSquared NetworkBinance Smart Chain0.45370.470348+3.67%–pending––0.269,182–
ADXheyAuraEthereum0.0604350.062648+3.66%–pending––0.68206–
YGGYield Guild GamesEthereum0.02580.026741+3.65%–pending––1.0217k–
EDUOpen CampusEthereum0.049120.050873+3.57%–pending––0.681,672–
DIAMDIAMBinance Smart Chain0.0053410.00553+3.53%–pending––-0.0049k–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.000071919+3.48%–pending––0.0034k–
RVNRavencoinnative0.0022780.002357+3.46%–pending––1.165,328–
IQIQEthereum0.000919550.000951376+3.46%–pending––0.556,489–
ICNTImpossible Cloud Network TokenEthereum0.0940.097235+3.44%–pending––0.7737k–
ORDEROrderlyEthereum0.0394750.040831+3.43%–pending––0.86811–
OMGOMG NetworkEthereum0.0480430.04969+3.43%–pending––0.65506–
ARPAARPAEthereum0.0108650.011234+3.40%–pending––0.7319k–
PORPortugal National Team Fan TokenSolana0.077820.080457+3.39%–pending––0.236,982–
XEMNEMnative0.00056770.00058686+3.38%–pending––-0.033,265–
AGLDAdventure GoldEthereum0.20990.216891+3.33%–pending––0.8623k–
LOTLeague of TradersBinance Smart Chain0.0062490.006457+3.33%–pending––0.6152k–
ININFINITEthereum0.035850.037039+3.32%–pending––1.142,854–
AUDIOAudiusEthereum0.0135960.014028+3.17%–pending––0.7019k–
NANOnanopayBase0.3852170.397378+3.16%–pending––0.8439k–
BARDLombardEthereum0.13620.140439+3.11%–pending––0.8340k–
SONICSonic SVMSolana0.0251750.025945+3.06%–pending––1.18213–
ELSAElsaBase0.055590.057279+3.04%–pending––0.6328k–
VINUVita InuBinance Smart Chain9.19e-109.47e-10+3.03%–pending––0.6666k–
POLYXPolymeshnative0.041630.04289+3.03%–pending––1.0619k–
QUICKQuickswapEthereum0.0092840.009565+3.02%–pending––0.56819–
JELLYJELLYJelly-My-JellySolana0.0539420.055565+3.01%–pending––0.2757k–
QQ0.0266730.027468+2.98%–pending––-0.0312k–
WARDWardenBase0.002840.002921+2.85%–pending––1.004,911–
SLPSmooth Love PotionEthereum0.000659750.000678147+2.79%–pending––1.218,730–
PNGPangolinAvalanche0.026930.027678+2.78%–pending––0.6432k–
TELTelcoinEthereum0.0017320.001779+2.73%–pending––1.3540k–
ROAMROAM TokenSolana0.0126110.012951+2.70%–pending––0.1832k–
NXPCNexpacenative0.24390.250342+2.64%–pending––0.622,272–
CLONEConfidential LayerEthereum0.004760.004885+2.63%–pending––0.2160k–
DTECDtec tokenPolygon0.0065350.006707+2.62%–pending––0.2150k–
GRAMGram (prev. Toncoin)Ethereum1.41431.4512+2.61%–pending––0.869,801–
ALTAltLayerEthereum0.007380.007572+2.60%–pending––0.916,798–
BTTBitTorrentEthereum3.66e-73.76e-7+2.58%–pending––0.666,567–
ZBTZEROBASEEthereum0.085680.087856+2.54%–pending––0.069,345–
HOTHoloEthereum0.00042320.000433938+2.54%–pending––0.9613k–
PSGParis Saint-Germain Fan TokenSolana0.4650.476636+2.50%–pending––0.34222k–
NFTAINFTEthereum2.41e-72.47e-7+2.50%–pending––0.0149k–
DGBDigiBytenative0.0043410.004449+2.48%–pending––0.7530k–
MBLMovieBlocOntology0.00080690.000826905+2.48%–pending––0.762,905–
HYPERHyperlaneEthereum0.07260.074396+2.47%–pending––1.056,887–
WCTWalletConnect TokenEthereum0.040960.041958+2.44%–pending––0.967,267–
STRAXXertranative0.0110140.01128+2.42%–pending––0.943,379–
SDStaderEthereum0.12890.131889+2.32%–pending––0.7235k–
WAXLWrapped Axelarnative0.05070.051874+2.32%–pending––1.143,287–
SWFTCSWFTCOINEthereum0.0028140.002879+2.31%–pending––0.6958k–
NEONEONeo2.47892.5361+2.31%–pending––1.089,557–
CBKCobakEthereum0.20580.210498+2.28%–pending––0.567,872–
HEIHeimaEthereum0.1481950.151565+2.27%–pending––0.622,034–
WETHumidiFiSolana0.06780.069337+2.27%–pending––0.6412k–
SPACESpacecoinEthereum0.0047820.00489+2.26%–pending––1.058,993–
PNUTPeanut the SquirrelSolana0.052760.053944+2.24%–pending––1.26309k–
A8Ancient8Ethereum0.0055060.005629+2.23%–pending––0.7332k–
COAIChainOpera AIBinance Smart Chain0.30750.314323+2.22%–pending––0.8469k–
CHEXChintaiEthereum0.01060.010835+2.22%–pending––0.778,002–
1INCH1INCHEthereum0.098220.100364+2.18%–pending––1.0057k–
CYBERCYBEREthereum0.340.347269+2.14%–pending––1.07933–
GBCKGoldBrickBinance Smart Chain0.0034360.003509+2.13%–pending––0.6836k–
QRLQuantum Resistant Ledgernative0.639980.653352+2.09%–pending––0.4920k–
PORTOFC PortoBinance Smart Chain0.4520.461417+2.08%–pending––1.02141k–
USTCTerraClassicUSDTerra0.005670.005787+2.06%–pending––0.73267k–
CBETHCoinbase Wrapped Staked ETHEthereum3,060.263,122.02+2.02%–pending––1.21401k–
GMEEGAMEEEthereum0.0011260.001148+1.99%–pending––1.3648k–
ETHWEthereumPoWnative0.278250.283685+1.95%–pending––1.112,035–
OOBOobitSolana0.009610.009797+1.94%–pending––0.1862k–
LPTLivepeerEthereum1.6351.6667+1.94%–pending––1.2789k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum775.95790.6844+1.90%–pending––0.10149k–
GOMININGGoMining TokenEthereum0.3790.386064+1.86%–pending––0.5926k–
WBTCWrapped BitcoinEthereum84,503.1086,052.49+1.83%–pending––0.9934k–
LINGOLingoSolana0.0122380.01246+1.81%–pending––1.0549k–
OCTAOctaSpaceEthereum0.112240.114273+1.81%–pending––0.4114k–
LINEALineaEthereum0.0027720.002822+1.80%–pending––1.0042k–
MIRAMiraBase0.05210.053038+1.80%–pending––1.037,001–
CARVCARVEthereum0.042980.043748+1.79%–pending––1.152,620–
SN75HippiusBittensor5.0165.1056+1.79%–pending––1.391,860–
XYMSymbolnative0.0031320.003187+1.78%–pending––0.674,426–
BNTBancor NetworkEthereum0.330.335884+1.78%–pending––1.049,474–
WAVESWavesEthereum0.28620.291301+1.78%–pending––0.8561k–
NIMNimiqnative0.000303350.000308745+1.78%–pending––-0.62510–
WOOWOOEthereum0.012220.012437+1.77%–pending––1.267,008–
BIOBio ProtocolEthereum0.028320.02882+1.77%–pending––1.1951k–
SAHARASahara AIEthereum0.009340.009504+1.76%–pending––1.1911k–
HEMIHemiEthereum0.0059720.006077+1.75%–pending––1.632,861–
QUAIQuai Networknative0.010130.010306+1.73%–pending––0.889,627–
BASEDBasedEthereum0.063650.064731+1.70%–pending––0.5122k–
HPHippo Protocolnative0.0089870.009138+1.68%–pending––0.5925k–
EWTEnergy Web TokenEthereum0.30950.314689+1.68%–pending––0.686,885–
BREVBrevisEthereum0.08490.086315+1.67%–pending––0.946,528–
DGMADaGama WorldEthereum0.016010.016275+1.66%–pending––0.1552k–
LDOLido DAOEthereum0.385250.391409+1.60%–pending––0.96362k–
GUNGunzSolana0.002920.002967+1.59%–pending––0.9514k–
SUPSuperfluidEthereum0.0006160.000625786+1.59%–pending––0.832,208–
ARKMArkhamEthereum0.12170.123628+1.58%–pending––1.2527k–
REQRequestEthereum0.057610.058518+1.58%–pending––0.6112k–
QTUMQtumQtum0.9569450.971931+1.57%–pending––0.976,071–
AUCTIONBounceEthereum3.713.7677+1.56%–pending––0.8142k–
ELONDogelon MarsEthereum3.30e-83.35e-8+1.56%–pending––1.1626k–
PROMPTWayfinderEthereum0.021010.021329+1.52%–pending––0.8565k–
NMRNumeraireEthereum9.279.4108+1.52%–pending––0.5764k–
APTMApertumnative0.082030.083266+1.51%–pending––-0.3936k–
OMIECOMIEthereum0.00022080.000224126+1.51%–pending––0.8014k–
CHZChilizEthereum0.0158380.016076+1.51%–pending––1.0154k–
STRCONStrategy Stretch Preferred (Ondo Tokenized)Ethereum104.05105.5955+1.49%–pending––0.14116k–
DEGENDegenEthereum0.001090.001106+1.46%–pending––1.1454k–
RADRadworksEthereum0.2420.245525+1.46%–pending––0.295,640–
WINWINkLinkTron0.0000389790.000039529+1.41%–pending––0.633,121–
ONTOntologynative0.0550450.055814+1.40%–pending––0.963,092–
BIRBMoonbirdsSolana0.070270.071242+1.38%–pending––0.96105k–
GNOGnosisEthereum113.407114.9584+1.37%–pending––0.648,230–
BABYBabylonnative0.012310.012478+1.37%–pending––0.9377k–
ZEUSZeus NetworkSolana0.002410.002443+1.36%–pending––0.958,372–
NEWTNewton ProtocolEthereum0.0490.049667+1.36%–pending––0.9524k–
CTKShentuOsmosis0.1260.1277+1.35%–pending––0.8362k–
DIADIAEthereum0.143220.145152+1.35%–pending––0.7677k–
WILDWilder WorldEthereum0.013450.01363+1.34%–pending––1.5551k–
VSYSV.SYSTEMSnative0.00025620.000259632+1.34%–pending––0.0872k–
STOCSTO Chainnative0.654230.662984+1.34%–pending––0.1845k–
KSKDKaskadIgra0.0013530.001371+1.34%–pending––-0.1133k–
XCXXeleb ProtocolBinance Smart Chain0.0031750.003218+1.33%–pending––0.5051k–
SHIBShiba InuEthereum0.000005640.000005714+1.32%–pending––1.34453k–
ARTXARTX0.139520.141297+1.27%–pending––0.4455k–
PROPropyEthereum0.33780.342001+1.24%–pending––0.6163k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.3460.350258+1.23%–pending––0.43190k–
KNCKyber Network CrystalEthereum0.14060.142321+1.22%–pending––0.8016k–
MASKMask NetworkEthereum0.457730.463155+1.19%–pending––0.97203k–
OVROvrEthereum0.035260.035667+1.15%–pending––0.9851k–
LEOLEO TokenEthereum8.97729.0794+1.14%–pending––0.0886k–
QQQONInvesco QQQ ETF (Ondo Tokenized ETF)Ethereum744.36752.7086+1.12%–pending––0.18165k–
DYMDymensionOsmosis0.01790.018099+1.11%–pending––0.918,435–
GLMGolemEthereum0.12110.122428+1.10%–pending––0.7238k–
KATKatanaBase0.0048960.00495+1.09%–pending––0.9790k–
AWEAWE NetworkBase0.063440.064128+1.08%–pending––0.4922k–
USUALUsualEthereum0.012950.01309+1.08%–pending––1.238,126–
AAVEAaveEthereum138.94140.4282+1.07%–pending––1.504.3M–
LAZIOLazio Fan TokenBinance Smart Chain0.3850.389113+1.07%–pending––0.78111k–
BOMEBOOK OF MEMESolana0.0010260.001037+1.06%–pending––1.325,907–
BONEBone ShibaSwapEthereum0.0517590.052304+1.05%–pending––1.576,858–
TRXTRONTron0.3421680.345724+1.04%–pending––0.211.1M–
JUVJuventus Fan TokenSolana0.3090.312211+1.04%–pending––0.54157k–
BZZSwarmEthereum0.040620.041042+1.04%–pending––0.4549k–
ASMAssemble AIEthereum0.005620.005677+1.01%–pending––0.3422k–
AIArtificial InuRobinhood0.019970.020172+1.01%–pending––0.5946k–
UMAUMAEthereum0.388210.392081+1.00%–pending––0.8528k–
FOLKSFOLKSEthereum2.26982.2918+0.97%–pending––0.373,469–
WMTXWorld Mobile TokenSolana0.0243650.0246+0.96%–pending––-0.1217k–
TFUELTheta Fuelnative0.0104880.010587+0.94%–pending––0.9529k–
WALWalrusSui0.032610.032913+0.93%–pending––1.2134k–
ESEclipseEthereum0.00120.001211+0.93%–pending––1.273,899–
IDOLMEET48Binance Smart Chain0.0111510.011253+0.91%–pending––0.0262k–
RACARadio CacaEthereum0.000014150.000014279+0.91%–pending––0.4651k–
FLOWFlownative0.031320.031603+0.90%–pending––0.7131k–
INTERInter Milan Fan TokenSolana0.20490.20674+0.90%–pending––0.1851k–
EIGENEigenCloud (prev. EigenLayer)Ethereum0.2330.235088+0.90%–pending––1.02121k–
BZRBazaarsEthereum77.85878.5484+0.89%–pending––0.95129k–
MAMOMamoBase0.0072950.007359+0.88%–pending––1.0071k–
CGNCygnusBase0.0021960.002215+0.87%–pending––-0.0351k–
ZRCZircuitEthereum0.001140.00115+0.87%–pending––1.730–
ENSOEnsoEthereum0.98550.993961+0.86%–pending––0.2124k–
TAIKOTaikoEthereum0.08810.088844+0.84%–pending––1.0745k–
RIONHyperionAptos0.15560.156906+0.84%–pending––0.3750k–
TOKENTokenFiEthereum0.0023520.002372+0.83%–pending––1.102,182–
CITYManchester City Fan TokenSolana0.3610.363998+0.83%–pending––0.38181k–
STORMStorm TradeTON0.0036350.003665+0.83%–pending––0.4972k–
CEEKCEEK Smart VREthereum0.0027780.002801+0.82%–pending––0.7652k–
MITOMitosisBinance Smart Chain0.015430.015555+0.81%–pending––0.771.5M–
OZOOzone Chainnative0.13090.131952+0.80%–pending––0.01127k–
MANYUManyuEthereum4.83e-94.87e-9+0.80%–pending––1.2070k–
OFCOneFootball CreditsEthereum0.0079190.007982+0.79%–pending––0.5761k–
TLFTradeleafBinance Smart Chain0.0140890.014195+0.75%–pending––0.99117k–
SGBSongbirdnative0.0008330.000839236+0.75%–pending––0.7713k–
SAFESafeEthereum0.104870.105643+0.74%–pending––1.0494k–
BTTCBTTC3.70e-73.73e-7+0.72%–pending––0.50262k–
MYXMYX FinanceBinance Smart Chain0.0780.078538+0.69%–pending––1.3221k–
FRTSFruitsnative0.0000051210.000005156+0.68%–pending––0.2760k–
MEYMey NetworkBase0.060730.061107+0.62%–pending––0.23343k–
LRCLoopringEthereum0.0093050.009363+0.62%–pending––0.5825k–
HIPPOsudengSui0.0001240.000124769+0.62%–pending––1.0110k–
TRADOORTradoorBinance Smart Chain0.71170.715904+0.59%–pending––0.3563k–
MYROMYROSolana0.002430.002444+0.59%–pending––1.122,889–
LMWRLimeWireEthereum0.010540.010601+0.58%–pending––0.2911k–
CHILLGUYJust a chill guySolana0.012760.012834+0.58%–pending––1.212,486–
NEXONEXOEthereum0.8690.873997+0.58%–pending––0.84468k–
SOILSoilEthereum0.096480.097033+0.57%–pending––0.3724k–
PLAYPlaysOutBase0.03130.031473+0.55%–pending––0.12149k–
PIVXPIVXnative0.0184740.018575+0.55%–pending––0.6553k–
HMNDHumanodeHumanode0.0017280.001737+0.54%–pending––0.2634k–
MANTRAMANTRAnative0.0042970.004319+0.52%–pending––0.6930k–
ESPEspressoEthereum0.091820.092293+0.51%–pending––1.1360k–
AIADeAgentAISui0.068660.06901+0.51%–pending––0.2991k–
YFIyearn.financeEthereum2,303.212,314.54+0.49%–pending––0.95105k–
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.