8=======>

2026-10-22 · +30d

lstm_s4 · test · 939 tokens predicted

+1d+7d+30dasset cohort only
rank IC
–
0 of 939 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
CERECere NetworkEthereum0.00018060.000184162+1.97%–pending––0.017,275–
FUELFuel NetworkEthereum0.000776050.000776872+0.11%–pending––0.0350k–
SUNSun TokenTron0.016540.016513-0.16%–pending––-0.190–
ALIGNAlignedEthereum0.0044850.004469-0.35%–pending––-0.6020k–
INTCXIntel xStockEthereum91.44591.0525-0.43%–pending––0.53136k–
SOPHSophonEthereum0.0016050.001596-0.55%–pending––0.58498k–
UNIONUNION0.00012280.000121963-0.68%–pending––0.767,774–
UUnited StablesEthereum0.0001150.000114095-0.79%–pending––1.002,397–
XEMNEMnative0.000345850.000342924-0.85%–pending––0.743,984–
RWAINC?0.0017460.001731-0.86%–pending––0.6917k–
UMXMManadiaBinance Smart Chain0.03080.030534-0.86%–pending––-1.52585–
XNYCodattaBinance Smart Chain0.0056610.005602-1.04%–pending––0.2422k–
NCTPolySwarmEthereum0.009110.009014-1.05%–pending––1.0653k–
SAHARASahara AIEthereum0.0078350.007745-1.15%–pending––1.265,898–
HOLOHoloworldSolana0.05950.058765-1.24%–pending––1.052,729–
TRXTRONTron0.3304460.326156-1.30%–pending––0.151.0M–
DOSDAPPOSEthereum0.20920.206431-1.32%–pending––0.7334k–
ZIGZIG FinanceEthereum0.0481350.047457-1.41%–pending––0.8547k–
NEXONEXOEthereum0.82450.811986-1.52%–pending––0.83377k–
ONTOntologynative0.054380.053522-1.58%–pending––0.981,317–
COOKIECookie DAOEthereum0.0096280.009475-1.59%–pending––1.2332k–
COINXCoinbase xStockEthereum175.64172.6109-1.72%–pending––1.4496k–
BANANABanana GunEthereum3.59553.5332-1.73%–pending––0.680–
BLURBlurEthereum0.0092060.009045-1.74%–pending––1.4137k–
UMXUMX0.0418450.041114-1.75%–pending––0.2087k–
MSFTXMicrosoft xStockEthereum531.055521.6143-1.78%–pending––0.078,255–
OGOG Fan TokenSolana2.622.5734-1.78%–pending––0.47324k–
LEOLEO TokenEthereum9.00238.839-1.81%–pending––0.04143k–
RACARadio CacaEthereum0.000012790.000012557-1.82%–pending––0.4751k–
IDEXIDEXEthereum0.00023750.0002331-1.85%–pending––-0.247,295–
LABLABBinance Smart Chain0.044870.044036-1.86%–pending––1.12770k–
FOGOFogonative0.004290.004206-1.96%–pending––1.297,215–
AUDDAustralian Digital DollarEthereum0.706550.692585-1.98%–pending––0.0910k–
BELBella ProtocolEthereum0.113550.111211-2.06%–pending––0.85265k–
GNOGnosisEthereum114.5285112.0995-2.12%–pending––0.664,099–
GASGasNeo1.2771.2493-2.16%–pending––1.03715–
REQRequestEthereum0.051860.050733-2.17%–pending––0.5621k–
PORPortugal National Team Fan TokenSolana0.069460.067947-2.18%–pending––0.4014k–
ONEONEchainBinance Smart Chain0.1037150.101443-2.19%–pending––-0.356,101–
ZILZilliqaBinance Smart Chain0.0024180.002365-2.19%–pending––0.492,991–
TREETreeEthereum0.039630.038753-2.21%–pending––0.9944k–
BMTBubblemapsSolana0.0221150.021623-2.23%–pending––0.8716k–
SIRENSirenBinance Smart Chain0.0397250.038823-2.27%–pending––0.66362k–
SAFFRONFI?102.67100.2915-2.32%–pending––0.8618k–
VSNVisionEthereum0.040340.039385-2.37%–pending––0.3630k–
NXPCNexpacenative0.16940.165379-2.37%–pending––0.80472–
GTGateEthereum10.32510.0785-2.39%–pending––0.75434k–
GHUBGemHUBKlay Token0.002920.00285-2.39%–pending––0.3545k–
RATSGoldenRatBinance Smart Chain0.0000187520.000018301-2.40%–pending––-0.9895k–
XPINXPIN NetworkBinance Smart Chain0.00073290.000715268-2.41%–pending––0.0992k–
NESNesaEthereum0.1157250.112848-2.49%–pending––0.081,282–
OMGOMG NetworkEthereum0.0506940.049423-2.51%–pending––0.581,825–
IDSPACE IDEthereum0.033150.032318-2.51%–pending––0.89289k–
KGENKGeNBase0.104850.1021-2.62%–pending––0.513,182–
BDXBeldexBinance Smart Chain0.0732950.071367-2.63%–pending––-0.00471k–
NEIRONeiroEthereum0.000073380.000071449-2.63%–pending––1.696,536–
XEFXeffynative0.0043120.004192-2.78%–pending––-0.34167k–
LAYERSolayerSolana0.0677650.065873-2.79%–pending––0.9611k–
FUNFUNTokenEthereum0.016090.015639-2.80%–pending––0.5925k–
FISStafiEthereum0.0013740.001335-2.81%–pending––0.481,077–
UOSUltraEthereum0.0024260.002358-2.82%–pending––0.9415k–
WEMIXWEMIXnative0.18360.178411-2.83%–pending––0.123,198–
BICOBiconomyEthereum0.0170590.016569-2.88%–pending––1.18218k–
BABYDOGEBaby Doge CoinEthereum3.70e-103.59e-10-2.88%–pending––1.0263k–
BNTBancor NetworkEthereum0.31370.304656-2.88%–pending––1.057,861–
CHEEMSCheems TokenBinance Smart Chain4.62e-74.48e-7-2.92%–pending––0.89733–
SMARTSmartCodedBotBase0.0043240.004197-2.94%–pending––0.19143k–
APTMApertumnative0.0523350.050795-2.94%–pending––-0.1484k–
MAMOMamoBase0.0072260.007012-2.97%–pending––0.85501k–
WALWalrusSui0.039730.038548-2.98%–pending––1.0869k–
TFUELTheta Fuelnative0.0091560.008882-2.99%–pending––1.0425k–
ZRX0x ProtocolEthereum0.113150.109753-3.00%–pending––1.0892k–
MITOMitosisBinance Smart Chain0.0100450.009743-3.01%–pending––0.69653k–
JOEJOEArbitrum0.0332450.032239-3.02%–pending––1.103,069–
LADYSMilady Meme CoinEthereum6.40e-96.20e-9-3.03%–pending––1.36695–
MAVIAHeroes of MaviaEthereum0.027050.026222-3.06%–pending––0.6766–
ETHEthereumEthereum2,479.012,402.79-3.07%–pending––1.23215.4M–
OKBOKBEthereum116.075112.5006-3.08%–pending––0.4910k–
XNONanonative0.342660.332039-3.10%–pending––0.946,478–
CARVCARVEthereum0.03590.034784-3.11%–pending––1.144,057–
MOCAMoca NetworkEthereum0.0085660.008299-3.12%–pending––0.732,064–
TAITARS AISolana0.003690.003575-3.13%–pending––0.596,338–
SPYXSP500 xStockEthereum770.4323746.3053-3.13%–pending––0.10170k–
SLPSmooth Love PotionEthereum0.000572750.000554773-3.14%–pending––1.305,898–
BRISEBitgertEthereum1.31e-81.27e-8-3.14%–pending––0.6985k–
STABLE​​StableHyperliquid0.0262150.025385-3.17%–pending––0.359,674–
HOMEHOMESolana0.0051550.004992-3.17%–pending––0.72118k–
DEPDEAPCOINEthereum0.00099480.000963287-3.17%–pending––-0.0479k–
NEIROCTO?0.000073370.000071028-3.19%–pending––1.7655k–
OVPPOpenVPP [Old]Ethereum0.00090550.000876596-3.19%–pending––2.2458k–
GPSGoPlus SecurityBase0.008640.008364-3.19%–pending––-0.32383k–
PTBPortal to BitcoinEthereum0.00064850.00062751-3.24%–pending––1.0521k–
ERGErgonative0.30790.297924-3.24%–pending––1.3457k–
CHILLGUYJust a chill guySolana0.0103250.009989-3.26%–pending––1.361,336–
CTKShentuOsmosis0.119150.115252-3.27%–pending––0.85106k–
DEXEDeXeEthereum1.79451.7357-3.28%–pending––0.431.2M–
GWEIETHGasEthereum0.0210240.020333-3.29%–pending––0.97168k–
MANTRAMANTRAnative0.0039970.003866-3.29%–pending––0.7915k–
SSVSSV NetworkEthereum2.5972.5114-3.30%–pending––1.341,919–
BREWBREWBinance Smart Chain0.0044970.004349-3.30%–pending––0.3285k–
RNBWRainbowBase0.021270.020564-3.32%–pending––0.79301–
CBETHCoinbase Wrapped Staked ETHEthereum2,830.072,736.09-3.32%–pending––1.22845k–
IDOLMEET48Binance Smart Chain0.008020.007753-3.32%–pending––0.2752k–
ULTIMAUltimaBinance Smart Chain1,416.411,369.10-3.34%–pending––0.19254k–
ROAMROAM TokenSolana0.0118280.011433-3.34%–pending––0.3031k–
RWAAlloBinance Smart Chain0.0012790.001236-3.35%–pending––0.4547k–
ACMAC Milan Fan TokenSolana0.26350.254665-3.35%–pending––0.44210k–
GLMGolemEthereum0.11760.113639-3.37%–pending––0.8629k–
TAIKOTaikoEthereum0.07650.073909-3.39%–pending––0.8543k–
SAPIENSapienBase0.0592450.057219-3.42%–pending––0.6938k–
XYMSymbolnative0.0027170.002624-3.42%–pending––0.632,128–
CORECoreCore0.01860.017962-3.43%–pending––1.4273k–
XVSVenusEthereum3.0952.9885-3.44%–pending––0.86126k–
CESWhalebitPolygon0.18580.179383-3.45%–pending––0.4597k–
ADXheyAuraEthereum0.061780.05964-3.46%–pending––0.60842–
PUNDIXPundi XEthereum0.102850.099286-3.46%–pending––1.0612k–
HOTHoloEthereum0.000384750.000371416-3.47%–pending––0.9713k–
SOMISomnianative0.189050.182491-3.47%–pending––0.6915k–
ASRAS Roma Fan TokenSolana0.80650.778461-3.48%–pending––0.46185k–
MYMetYaBinance Smart Chain0.019140.01847-3.50%–pending––0.1237k–
GIGGLEGiggle FundBinance Smart Chain33.2332.063-3.51%–pending––0.551.5M–
WOOWOOEthereum0.0109950.010609-3.51%–pending––1.2210k–
MLCMy Lovely CoinSolana0.010420.010054-3.52%–pending––0.5724k–
WXTWXT TokenEthereum0.0187350.018075-3.52%–pending––0.791.3M–
NANOnanopayBase0.342490.330418-3.52%–pending––0.9427k–
WARDWardenBase0.0027550.002658-3.53%–pending––1.004,213–
ENSEthereum Name ServiceEthereum5.7815.5762-3.54%–pending––1.69195k–
ENSOEnsoEthereum0.6990.674229-3.54%–pending––0.5817k–
BARFC Barcelona Fan TokenSolana0.26750.258003-3.55%–pending––0.41222k–
TROLLTROLLSolana0.033210.03203-3.55%–pending––2.22148k–
MOODENGMoo DengSolana0.0426070.041087-3.57%–pending––1.58145k–
ATAproEthereum0.1380.133074-3.57%–pending––0.28691k–
PIPi Networknative0.0788950.076066-3.59%–pending––0.7423k–
HAJIMI?0.02160.020825-3.59%–pending––1.0553k–
PIPPINpippinSolana0.0162760.015691-3.60%–pending––1.04156k–
FAIFreysa AIBase0.0020650.00199-3.61%–pending––0.9679k–
RECALLRecallBase0.0377840.036416-3.62%–pending––0.6448k–
APEXAPEXEthereum0.23730.228657-3.64%–pending––1.2068k–
FHEMind NetworkEthereum0.0183450.017676-3.65%–pending––0.7523k–
SONICSonic SVMSolana0.022970.022129-3.66%–pending––1.31907–
NEONEONeo2.29632.2116-3.69%–pending––1.2010k–
MBLMovieBlocOntology0.00073090.000703831-3.70%–pending––0.831,739–
AIADeAgentAISui0.0743250.071567-3.71%–pending––0.2992k–
BZRBazaarsEthereum71.89369.2225-3.71%–pending––0.94224k–
EULEulerEthereum1.20151.1568-3.72%–pending––1.2162k–
WBETHWrapped Beacon ETHEthereum2,751.002,648.55-3.72%–pending––1.22767k–
UBUnibaseEthereum0.1320650.127145-3.73%–pending––0.8654k–
NOTNotcoinTON0.00040750.000392301-3.73%–pending––1.189,991–
MMTMomentumSui0.145150.139734-3.73%–pending––0.98478k–
CCDConcordiumnative0.0032590.003138-3.73%–pending––0.2042k–
DGAIDGrid AIArbitrum0.906450.872586-3.74%–pending––1.4543k–
TWTTrust WalletBinance Smart Chain0.472550.454892-3.74%–pending––0.71535k–
ZANOZanoZano4.0083.8573-3.76%–pending––0.48440k–
MERLMerlin ChainEthereum0.029580.028468-3.76%–pending––1.2811k–
SNTStatusEthereum0.007390.007112-3.77%–pending––1.4349k–
ZEREBROZerebroSolana0.028060.027002-3.77%–pending––0.2119k–
AIArtificial InuRobinhood0.018170.017483-3.78%–pending––0.9444k–
DOLODolomiteEthereum0.025550.024583-3.78%–pending––0.908,202–
BLENDFluentEthereum0.05190.049935-3.79%–pending––0.6017k–
PIPEPipe NetworkSolana0.0255150.024545-3.80%–pending––0.130–
OPENOpenLedgerEthereum0.098450.094702-3.81%–pending––1.1011k–
AIGENSYN?0.0181460.017455-3.81%–pending––0.930–
2ZDoubleZeroSolana0.03190.030681-3.82%–pending––1.21158k–
TCOMTCOM GlobalBinance Smart Chain0.0080140.007707-3.82%–pending––-0.1770k–
PORTOFC PortoBinance Smart Chain0.4560.438476-3.84%–pending––0.42191k–
USTCTerraClassicUSDTerra0.0050350.004841-3.85%–pending––0.81231k–
ACTAct I The AI ProphecySolana0.009130.008777-3.86%–pending––1.125,366–
BERABerachainnative0.180330.173354-3.87%–pending––1.32221k–
CACoupon AssetsEthereum0.2512950.24151-3.89%–pending––0.1559k–
BANComedianSolana0.0599850.057644-3.90%–pending––0.6445k–
LUMIALumiaEthereum0.0878210.084391-3.91%–pending––0.9320–
CGNCygnusBase0.0020180.001939-3.91%–pending––-0.0454k–
HANDLHandlPayBase0.0027550.002647-3.92%–pending––0.73141k–
SATSSATS (Ordinals)Ordinals1.09e-81.04e-8-3.93%–pending––1.0446k–
RVNRavencoinnative0.001480.001422-3.94%–pending––1.2010k–
KAGKinesis SilverEthereum26.87525.8093-3.97%–pending––-0.1498k–
CSPRCasper Networknative0.0022720.002182-3.98%–pending––0.5539k–
CBKCobakEthereum0.19220.184531-3.99%–pending––0.7146k–
ZRCZircuitEthereum0.0011990.001151-3.99%–pending––1.963,907–
LRCLoopringEthereum0.0087510.008402-3.99%–pending––0.7823k–
BASBNB Attestation ServiceBinance Smart Chain0.0183650.017631-4.00%–pending––0.2951k–
KDXKriyaSui0.009120.008755-4.00%–pending––0.33220k–
RPLRocket PoolEthereum1.63271.5673-4.01%–pending––1.2445k–
SXTSpace and TimeEthereum0.0083690.008033-4.01%–pending––0.9094k–
TELTelcoinEthereum0.001460.001402-4.03%–pending––1.2160k–
KNCKyber Network CrystalEthereum0.128650.123468-4.03%–pending––0.9213k–
APRCapricornEthereum0.027450.026344-4.03%–pending––0.44308k–
XAUTTether GoldEthereum4,120.653,954.35-4.04%–pending––0.31186k–
META2META216.22115.5636-4.05%–pending––1.160–
DIAMDIAMBinance Smart Chain0.0043930.004214-4.07%–pending––0.0445k–
LUNCTerra Luna Classicnative0.0000467150.000044802-4.09%–pending––1.0623k–
AVLAvalonEthereum0.0212450.020375-4.10%–pending––1.1715k–
KTAKeetaBase0.07190.068945-4.11%–pending––0.68104k–
KEKIUSKekius MaximusEthereum0.0050390.004832-4.11%–pending––1.2362k–
BGBBitget TokenEthereum1.93351.8537-4.13%–pending––0.682,336–
PROPropyEthereum0.346450.332106-4.14%–pending––0.53147k–
LIGHTBitlightBinance Smart Chain0.2208650.211718-4.14%–pending––0.41100k–
MAPMAP0.0034850.003341-4.15%–pending––0.15145k–
BLESSBlessSolana0.008060.007725-4.15%–pending––1.4617k–
1000CAT1000CATnative0.0018410.001764-4.17%–pending––0.92153k–
BTTBitTorrentEthereum3.83e-73.67e-7-4.17%–pending––0.687,439–
ZYLOZylo EcosystemSolana0.021220.020334-4.17%–pending––-0.2382k–
USUALUsualEthereum0.0108350.010382-4.18%–pending––1.305,716–
STORJStorjEthereum0.0244650.023442-4.18%–pending––1.3431k–
CEEKCEEK Smart VREthereum0.0026360.002525-4.19%–pending––0.4951k–
PRLPearlnative0.0997150.095529-4.20%–pending––-0.4648k–
RLSRaylsEthereum0.0019690.001886-4.20%–pending––0.3662k–
VINEVineSolana0.007390.007077-4.23%–pending––1.273,430–
SKYAISkyAIBinance Smart Chain0.033570.032149-4.23%–pending––1.67247k–
VSYSV.SYSTEMSnative0.00025070.000240073-4.24%–pending––0.1373k–
ACHAlchemy PayEthereum0.0054890.005255-4.25%–pending––0.83134k–
SANTOSSantos FC Fan TokenBinance Smart Chain0.4740.453824-4.26%–pending––0.56138k–
BROCCOLIF3B?0.0053640.005135-4.26%–pending––0.5565k–
PYBOBOCapyboboSolana0.000601650.000575983-4.27%–pending––-0.1552k–
KLVKleverKlever Blockchain0.000576250.000551634-4.27%–pending––-0.1248k–
KCSKuCoinnative7.43357.1152-4.28%–pending––0.72970k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum777.96744.6168-4.29%–pending––0.10148k–
FRONGfrongRobinhood0.0018140.001737-4.29%–pending––0.7257k–
ETHFIEther.fiEthereum0.71450.683782-4.30%–pending––1.18321k–
ATLA?115.9674110.9783-4.30%–pending––0.17356k–
DRBDebtReliefBotBase0.0001710.000163643-4.30%–pending––2.85183k–
XANAnomaEthereum0.009410.009005-4.30%–pending––1.12159k–
WPAYWPAYPolygon0.8813150.843373-4.31%–pending––0.021.8M–
HYPERHyperlaneEthereum0.06330.060569-4.31%–pending––1.079,791–
LUNATerraTerra 20.000048060.000045986-4.31%–pending––0.95140k–
MLKMiL.kArbitrum0.040390.038647-4.32%–pending––0.87315–
ZTCZenChainnative0.00054170.000518201-4.34%–pending––-0.0145k–
ELONDogelon MarsEthereum2.96e-82.83e-8-4.36%–pending––1.1429k–
DEGENDegenEthereum0.00098050.000937765-4.36%–pending––1.1471k–
PSGParis Saint-Germain Fan TokenSolana0.4310.412208-4.36%–pending––0.30214k–
ANIMEAnimecoinEthereum0.0028890.002762-4.36%–pending––1.146,958–
BIANRENSHENG?0.511950.489585-4.37%–pending––0.731.2M–
NEXNexusEthereum6.75e-76.45e-7-4.38%–pending––0.5716k–
QTUMQtumQtum0.8907450.851691-4.38%–pending––1.086,931–
PAXGPAX GoldEthereum4,123.243,942.42-4.39%–pending––0.311.1M–
FIDABonfidaSolana0.0191350.018294-4.40%–pending––1.089,037–
ELAElastosEthereum0.3420.326951-4.40%–pending––0.8634k–
LISTALista DAOBinance Smart Chain0.081150.077574-4.41%–pending––1.08194k–
OGPUOPEN GPUEthereum0.031160.029777-4.44%–pending––0.8826k–
GMXGMXArbitrum8.3858.0122-4.45%–pending––0.935,166–
DGBDigiBytenative0.0034030.003252-4.45%–pending––1.0025k–
TMXTermMaxEthereum0.010120.009669-4.46%–pending––3.227,668–
SUPRASupraSupra0.000140250.000133991-4.46%–pending––0.4780k–
AIXBTaixbtEthereum0.0200050.019112-4.47%–pending––1.325,095–
ALUAlturaBase0.003980.003803-4.47%–pending––1.9440k–
SHROOMMUSHROOMRobinhood0.004640.004432-4.47%–pending––3.3983k–
CREPE1?0.0000098470.000009406-4.48%–pending––1.5152k–
1000CHEEMS1000CHEMSnative0.000460.000439374-4.48%–pending––0.93258k–
NIULAI?0.062740.059919-4.50%–pending––1.54954k–
POKTPocket NetworkEthereum0.00740.007067-4.50%–pending––0.7615k–
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.