8=======>

2026-10-03 · +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
NUMNumbers ProtocolEthereum0.0024640.002721+10.42%–pending––0.7422–
LUMIALumiaEthereum0.0853390.091788+7.56%–pending––0.770–
BANANABanana GunEthereum4.01654.3003+7.07%–pending––0.730–
FOGOFogonative0.0052810.005564+5.35%–pending––1.271,508–
MSFTXMicrosoft xStockEthereum518.4096545.7725+5.28%–pending––0.063,078–
CERECere NetworkEthereum0.00020240.000212761+5.12%–pending––0.03194–
FUELFuel NetworkEthereum0.00075020.000787724+5.00%–pending––-0.011,403–
COINXCoinbase xStockEthereum183.775192.6833+4.85%–pending––1.4337k–
SUNSun TokenTron0.0170840.017881+4.67%–pending––-0.210–
INTCXIntel xStockEthereum119.075124.1035+4.22%–pending––0.6882k–
AIGENSYN?0.020450.021275+4.03%–pending––0.760–
UMXMManadiaBinance Smart Chain0.0660.068525+3.83%–pending––-0.20427–
MOCAMoca NetworkEthereum0.0102140.010584+3.63%–pending––0.752,314–
PRAIPrivasea AIBinance Smart Chain0.00038080.000394128+3.50%–pending––0.14229–
ADXheyAuraEthereum0.064730.06696+3.44%–pending––0.62230–
MLKMiL.kArbitrum0.043390.044772+3.18%–pending––0.90207–
GASGasNeo1.42191.4655+3.06%–pending––0.96884–
BLUEBluefinSui0.0099040.010206+3.05%–pending––0.871,317–
QQ0.0218770.022521+2.95%–pending––0.0719k–
XCHChianative1.57451.6204+2.92%–pending––0.801,713–
LADYSMilady Meme CoinEthereum7.20e-97.39e-9+2.68%–pending––1.291,113–
CWEBCoinwebEthereum0.00048030.000492623+2.57%–pending––-0.02149–
OPNOpinionEthereum0.0550.056374+2.50%–pending––1.245,099–
NIMNimiqnative0.000293450.000300423+2.38%–pending––-0.76808–
NODENodeOpsEthereum0.0050450.005158+2.23%–pending––0.0865–
MBLMovieBlocOntology0.000811850.000829538+2.18%–pending––0.761,878–
UOSUltraEthereum0.003630.003709+2.17%–pending––0.533,713–
XNONanonative0.361740.368556+1.88%–pending––0.876,280–
CKBNervos Networknative0.001310.001335+1.86%–pending––0.99778–
ZRCZircuitEthereum0.0010750.001095+1.81%–pending––1.71145–
HEIHeimaEthereum0.138690.141155+1.78%–pending––0.691,707–
BEAMXBEAMX0.0021380.002174+1.70%–pending––1.102,616–
SLXSolsticeSolana0.0625550.063589+1.65%–pending––0.5422k–
KAIAKaianative0.037410.038019+1.63%–pending––1.421,029–
VINUVita InuBinance Smart Chain9.39e-109.54e-10+1.52%–pending––0.5264k–
CHEEMSCheems TokenBinance Smart Chain5.63e-75.71e-7+1.40%–pending––0.83868–
DIAMDIAMBinance Smart Chain0.0050350.005099+1.28%–pending––0.0244k–
MAVIAHeroes of MaviaEthereum0.033340.033757+1.25%–pending––0.6411–
QTUMQtumQtum0.9922451.0044+1.23%–pending––0.985,618–
LYXLUKSOEthereum0.2634050.266618+1.22%–pending––0.20796–
ALTHEAALTHEAEthereum0.03910.039565+1.19%–pending––0.47677–
PSGParis Saint-Germain Fan TokenSolana0.4620.46745+1.18%–pending––0.31214k–
TMXTermMaxEthereum0.0115750.01171+1.16%–pending––2.745,700–
ELIZAOSElizaOSEthereum0.00015650.000158161+1.06%–pending––0.601,473–
ESEclipseEthereum0.0007950.000803411+1.06%–pending––1.164,004–
QUICKQuickswapEthereum0.010760.010873+1.05%–pending––0.512,527–
OMGOMG NetworkEthereum0.052930.053472+1.02%–pending––0.78526–
RONINRONINSolana0.066030.066687+0.99%–pending––1.381,402–
PIPi Networknative0.088160.089036+0.99%–pending––0.8427k–
MLCMy Lovely CoinSolana0.016350.016504+0.94%–pending––0.5515k–
SPYXSP500 xStockEthereum770.9991777.7762+0.88%–pending––0.1185k–
CYBERCYBEREthereum0.3170.319727+0.86%–pending––1.091,779–
SOSOSoSoValueEthereum0.30340.305925+0.83%–pending––0.106,885–
CAWA Hunters DreamEthereum8.11e-98.17e-9+0.80%–pending––1.159,227–
SDStaderEthereum0.118650.119589+0.79%–pending––0.7136k–
ELSAElsaBase0.0544050.054831+0.78%–pending––0.6230k–
JELLYJELLYJelly-My-JellySolana0.0561660.056592+0.76%–pending––0.2956k–
ASSETREALEthereum0.1946950.196137+0.74%–pending––-0.011,540–
CTCCreditcoinEthereum0.114450.115257+0.71%–pending––1.131,012–
LOTLeague of TradersBinance Smart Chain0.0063250.006363+0.62%–pending––0.5948k–
BARDLombardEthereum0.136950.137792+0.61%–pending––0.8257k–
XYMSymbolnative0.0029130.002928+0.53%–pending––0.633,234–
WARDWardenBase0.003030.003046+0.52%–pending––0.945,204–
CBKCobakEthereum0.21450.215605+0.51%–pending––0.598,841–
GNOGnosisEthereum118.473119.0657+0.50%–pending––0.647,229–
JUVJuventus Fan TokenSolana0.3280.329467+0.45%–pending––0.52190k–
ICNTImpossible Cloud Network TokenEthereum0.09740.097811+0.42%–pending––0.6632k–
XAIXaiArbitrum0.0096270.009668+0.42%–pending––0.80271–
UUnited StablesEthereum0.00025650.000257567+0.42%–pending––0.342,231–
SWARMSSwarmsSolana0.008250.008283+0.40%–pending––1.002,316–
DGBDigiBytenative0.004270.004287+0.39%–pending––0.7027k–
BGBBitget TokenEthereum2.00252.0102+0.38%–pending––0.733,266–
GENIUSGeniusBinance Smart Chain0.325350.3265+0.35%–pending––0.0312k–
NESNesaEthereum0.146040.146553+0.35%–pending––-0.192,596–
WAVESWavesEthereum0.2940.294859+0.29%–pending––0.8762k–
BZRBazaarsEthereum77.92978.1372+0.27%–pending––0.92119k–
EVEverythingEthereum0.00027580.000276523+0.26%–pending––0.331,895–
XEMNEMnative0.000558450.000559749+0.23%–pending––-0.042,996–
COAIChainOpera AIBinance Smart Chain0.31970.320388+0.22%–pending––0.7769k–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.000069635+0.19%–pending––0.0026k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.36050.361174+0.19%–pending––0.41183k–
RVNRavencoinnative0.002310.002314+0.16%–pending––1.159,037–
VRVictoria VREthereum0.0014890.001491+0.15%–pending––0.36186k–
TOKENTokenFiEthereum0.0022820.002285+0.14%–pending––1.142,077–
ROAMROAM TokenSolana0.0125380.012553+0.12%–pending––0.1631k–
NFTAINFTEthereum2.41e-72.41e-7+0.11%–pending––-0.0047k–
CTKShentuOsmosis0.12890.129029+0.10%–pending––0.8266k–
IQIQEthereum0.00089770.000898466+0.09%–pending––0.566,831–
PROMPTWayfinderEthereum0.020110.020126+0.08%–pending––0.8370k–
CITYManchester City Fan TokenSolana0.35250.352585+0.02%–pending––0.34208k–
MEDMediblocOsmosis0.0017540.001755+0.01%–pending––0.532,391–
LAZIOLazio Fan TokenBinance Smart Chain0.3870.387009+0.00%–pending––0.77100k–
A8Ancient8Ethereum0.005490.005488-0.03%–pending––0.6938k–
SUPSuperfluidEthereum0.00058350.000583217-0.05%–pending––0.742,658–
REQRequestEthereum0.055180.055151-0.05%–pending––0.5414k–
AUCTIONBounceEthereum3.73133.729-0.06%–pending––0.7836k–
BMTBubblemapsSolana0.01910.019085-0.08%–pending––0.7931k–
PORPortugal National Team Fan TokenSolana0.0727950.072731-0.09%–pending––0.206,293–
BANANAS31Banana For ScaleBinance Smart Chain0.0074360.007429-0.09%–pending––0.746,044–
LQTYLiquityEthereum0.23590.235687-0.09%–pending––0.885,518–
GUNGunzSolana0.0032050.0032-0.17%–pending––0.8914k–
GITCOINGITCOIN0.114750.114559-0.17%–pending––0.9271–
ININFINITEthereum0.0369150.036851-0.17%–pending––0.833,006–
UNIONUNION0.00025680.000256347-0.18%–pending––0.357,270–
HYPERHyperlaneEthereum0.07140.071266-0.19%–pending––1.087,049–
BOMEBOOK OF MEMESolana0.0010080.001006-0.19%–pending––1.304,428–
IDOLMEET48Binance Smart Chain0.0107540.010733-0.20%–pending––0.2854k–
EDUOpen CampusEthereum0.0517450.051635-0.21%–pending––0.681,859–
SPACESpacecoinEthereum0.0053060.005294-0.22%–pending––1.019,732–
TRXTRONTron0.335430.334658-0.23%–pending––0.191.1M–
GMEEGAMEEEthereum0.0010240.001022-0.25%–pending––1.3644k–
SLPSmooth Love PotionEthereum0.00069580.000694001-0.26%–pending––1.178,064–
ETHWEthereumPoWnative0.28860.287776-0.29%–pending––1.061,686–
NEONEONeo2.54332.5358-0.29%–pending––1.109,003–
MAMOMamoBase0.007720.007695-0.33%–pending––0.9385k–
NEXONEXOEthereum0.8530.849974-0.35%–pending––0.84435k–
ACMAC Milan Fan TokenSolana0.2850.283943-0.37%–pending––0.47203k–
XCXXeleb ProtocolBinance Smart Chain0.0030250.003013-0.40%–pending––0.5951k–
ACTAct I The AI ProphecySolana0.0107350.010692-0.40%–pending––0.9711k–
ONTOntologynative0.061020.06077-0.41%–pending––0.951,641–
DEGENDegenEthereum0.0010610.001056-0.44%–pending––1.1471k–
STRAXXertranative0.0114990.011442-0.49%–pending––0.922,219–
MYROMYROSolana0.002180.002169-0.49%–pending––1.512,480–
BIRBMoonbirdsSolana0.0634750.063157-0.50%–pending––0.7389k–
GOMININGGoMining TokenEthereum0.40250.400307-0.54%–pending––0.5815k–
DGMADaGama WorldEthereum0.0150.014911-0.60%–pending––0.1232k–
LEOLEO TokenEthereum8.98058.9265-0.60%–pending––0.0591k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum777.465772.5181-0.64%–pending––0.11144k–
USTCTerraClassicUSDTerra0.0057650.005728-0.64%–pending––0.74343k–
HAEDALHaedal ProtocolSui0.0192350.019112-0.64%–pending––0.83167k–
AGLDAdventure GoldEthereum0.214550.21313-0.66%–pending––0.7433k–
TAKEOVERTAKESui0.0644950.064062-0.67%–pending––0.142,981–
YGGYield Guild GamesEthereum0.027450.027265-0.67%–pending––1.0022k–
ORBSOrbsEthereum0.0073470.007296-0.69%–pending––0.436,697–
BASEDBasedEthereum0.061870.061438-0.70%–pending––0.8022k–
RIFRootstock Infrastructure FrameworkEthereum0.081350.080781-0.70%–pending––0.13299k–
SEDASEDAEthereum0.019750.019611-0.70%–pending––0.18392k–
BLESSBlessSolana0.0088080.008743-0.74%–pending––1.5049k–
IRYSIrysEthereum0.016110.01599-0.75%–pending––0.6220k–
ELONDogelon MarsEthereum3.27e-83.24e-8-0.76%–pending––1.1025k–
ZKPzkPassEthereum0.0491550.048765-0.79%–pending––0.737,129–
KAGKinesis SilverEthereum29.0628.8218-0.82%–pending––-0.0395k–
USUALUsualEthereum0.013010.012902-0.83%–pending––1.228,173–
ENSOEnsoEthereum0.9660.957936-0.83%–pending––0.1817k–
BOBBOB (Build on Bitcoin)Ethereum0.004830.004789-0.85%–pending––0.1111k–
SONICSonic SVMSolana0.0264950.026268-0.86%–pending––1.21716–
VSYSV.SYSTEMSnative0.00025090.000248751-0.86%–pending––0.0968k–
AUDDAustralian Digital DollarEthereum0.695650.689526-0.88%–pending––0.107,441–
DIADIAEthereum0.1605950.159159-0.89%–pending––0.7075k–
MITOMitosisBinance Smart Chain0.0160650.015917-0.92%–pending––0.801.3M–
CESWhalebitPolygon0.2570.254631-0.92%–pending––0.5091k–
BNTBancor NetworkEthereum0.347650.344445-0.92%–pending––1.0112k–
NXPCNexpacenative0.236250.234058-0.93%–pending––0.631,019–
TRADOORTradoorBinance Smart Chain0.695350.688652-0.96%–pending––0.4457k–
MANTRAMANTRAnative0.0045560.004512-0.97%–pending––0.7024k–
WMTXWorld Mobile TokenSolana0.0247010.024451-1.01%–pending––-0.1425k–
STORMStorm TradeTON0.0036230.003587-1.02%–pending––0.4370k–
KCSKuCoinnative7.3547.2791-1.02%–pending––0.76351k–
PLAYPlaysOutBase0.0299840.029677-1.02%–pending––0.17114k–
WILDWilder WorldEthereum0.0150250.014871-1.03%–pending––1.5350k–
ARIAAria.AIBinance Smart Chain0.0353850.035022-1.03%–pending––0.1965k–
KNCKyber Network CrystalEthereum0.14220.140735-1.03%–pending––0.7916k–
TFUELTheta Fuelnative0.0103050.010199-1.03%–pending––0.9223k–
ARPAARPAEthereum0.0113490.011231-1.04%–pending––0.6524k–
ORDEROrderlyEthereum0.0398250.039405-1.05%–pending––0.83848–
DEXEDeXeEthereum1.88751.8674-1.06%–pending––-0.201.8M–
SN75HippiusBittensor4.96954.9149-1.10%–pending––1.403,129–
ALTAltLayerEthereum0.008020.007931-1.11%–pending––0.887,528–
CGNCygnusBase0.0020270.002004-1.11%–pending––-0.0350k–
NANOnanopayBase0.360860.356837-1.11%–pending––0.8537k–
TAIKOTaikoEthereum0.091250.090189-1.16%–pending––0.6243k–
UBUnibaseEthereum0.1344850.132898-1.18%–pending––0.8163k–
RACARadio CacaEthereum0.000014510.000014336-1.20%–pending––0.4249k–
POLYXPolymeshnative0.042420.041912-1.20%–pending––1.0418k–
ZEUSZeus NetworkSolana0.0022450.002218-1.21%–pending––0.938,247–
ATMAtletico Madrid Fan TokenSolana1.03451.0219-1.22%–pending––0.30245k–
CARVCARVEthereum0.0442350.043693-1.22%–pending––1.131,714–
DKAdKargoEthereum0.0041640.004113-1.23%–pending––0.5741k–
ASMAssemble AIEthereum0.006090.006015-1.23%–pending––0.3721k–
XMRMoneroMonero554.545547.7212-1.23%–pending––0.464.4M–
SHIBShiba InuEthereum0.0000057440.000005669-1.29%–pending––1.38623k–
OPENOpenLedgerEthereum0.11540.1139-1.30%–pending––0.8913k–
PNUTPeanut the SquirrelSolana0.054130.053425-1.30%–pending––1.25372k–
SNTStatusEthereum0.0085350.008424-1.30%–pending––1.2748k–
UMAUMAEthereum0.4021150.39687-1.30%–pending––0.8429k–
LINGOLingoSolana0.0149510.014755-1.31%–pending––1.1149k–
MCDXMcDonald's xStockEthereum230.5028227.441-1.33%–pending––0.052,407–
SIRENSirenBinance Smart Chain0.0356750.035201-1.33%–pending––0.82242k–
UMXUMX0.0613950.060579-1.33%–pending––0.4119k–
LINEALineaEthereum0.0028430.002805-1.34%–pending––0.9649k–
GLMGolemEthereum0.129850.128114-1.34%–pending––0.8535k–
BORABORAKlay Token0.028620.028236-1.34%–pending––0.813,596–
CHILLGUYJust a chill guySolana0.013410.01323-1.34%–pending––1.212,055–
OOBOobitSolana0.0074150.007315-1.34%–pending––0.0271k–
SAHARASahara AIEthereum0.009240.009116-1.35%–pending––1.188,312–
DBRdeBridgeSolana0.018750.018497-1.35%–pending––0.2035k–
KDXKriyaSui0.0093250.009199-1.35%–pending––0.33198k–
GRAMGram (prev. Toncoin)Ethereum1.51491.4944-1.35%–pending––0.8113k–
WETHumidiFiSolana0.066350.065439-1.37%–pending––0.5914k–
LUNATerraTerra 20.000052480.000051747-1.40%–pending––1.00207k–
SMARTSmartCodedBotBase0.0048220.004753-1.43%–pending––0.28123k–
CEEKCEEK Smart VREthereum0.0028440.002804-1.44%–pending––0.6351k–
OZOOzone Chainnative0.13090.129014-1.44%–pending––0.02125k–
FLRFlareFlare0.0071780.007074-1.45%–pending––1.05528k–
ULTIMAUltimaBinance Smart Chain1,672.711,648.48-1.45%–pending––0.23410k–
PROPropyEthereum0.35970.354438-1.46%–pending––0.5983k–
ATAproEthereum0.134950.13296-1.47%–pending––0.42274k–
BSBBlock StreetEthereum0.1004850.099001-1.48%–pending––1.42514k–
BDXBeldexBinance Smart Chain0.0731050.072024-1.48%–pending––-0.13485k–
GWEIETHGasEthereum0.0215280.02121-1.48%–pending––1.19144k–
QQQONInvesco QQQ ETF (Ondo Tokenized ETF)Ethereum754.26742.9768-1.50%–pending––0.22160k–
ARTXARTX0.136470.134427-1.50%–pending––0.4754k–
BARFC Barcelona Fan TokenSolana0.28150.277275-1.50%–pending––0.42157k–
BABYBabylonnative0.013470.013267-1.51%–pending––0.93108k–
NEWTNewton ProtocolEthereum0.051050.05028-1.51%–pending––0.9520k–
FRTSFruitsnative0.0000048740.000004799-1.53%–pending––0.2557k–
HOTHoloEthereum0.00045260.000445639-1.54%–pending––0.9114k–
OFCOneFootball CreditsEthereum0.0084920.008361-1.54%–pending––0.5854k–
HPHippo Protocolnative0.0098310.009678-1.55%–pending––0.5923k–
SFPSafePalEthereum0.296850.292234-1.55%–pending––0.7746k–
AIADeAgentAISui0.0707050.069599-1.56%–pending––0.2681k–
LUNCTerra Luna Classicnative0.0000520250.000051211-1.56%–pending––1.0930k–
STRCONStrategy Stretch Preferred (Ondo Tokenized)Ethereum104.245102.6007-1.58%–pending––0.13127k–
PORTOFC PortoBinance Smart Chain0.45550.448288-1.58%–pending––1.03166k–
DOSDAPPOSEthereum0.21390.21051-1.59%–pending––0.6619k–
HEMIHemiEthereum0.0059030.00581-1.59%–pending––1.6125–
AIArtificial InuRobinhood0.020560.020232-1.59%–pending––0.7748k–
FISStafiEthereum0.0016490.001622-1.61%–pending––0.641,157–
DOODDoodlesSolana0.0017340.001706-1.62%–pending––1.1947k–
TELTelcoinEthereum0.0019830.001951-1.63%–pending––1.2256k–
XPRXPR NetworkEthereum0.0023820.002343-1.64%–pending––0.79319k–
RADRadworksEthereum0.2610.256716-1.64%–pending––0.328,118–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain770.925758.123-1.66%–pending––0.11596k–
SGBSongbirdnative0.0009780.000961438-1.69%–pending––0.8213k–
AERGOAergo [OLD]Ethereum0.0095260.009364-1.70%–pending––0.1360k–
LABLABBinance Smart Chain0.050690.049824-1.71%–pending––2.611.1M–
TLOSTelosEthereum0.0163810.0161-1.71%–pending––-0.2048k–
WBTCWrapped BitcoinEthereum84,720.4083,265.78-1.72%–pending––0.9938k–
HIPPOsudengSui0.0001370.000134643-1.72%–pending––1.0810k–
PLAIPlayMindSolana0.0016920.001663-1.73%–pending––0.0242k–
ESPEspressoEthereum0.101920.100156-1.73%–pending––1.1481k–
XRBOroBitnative1.7321.702-1.73%–pending––0.05199k–
RDNTRadiant CapitalEthereum0.000448250.000440479-1.73%–pending––0.9129k–
FUNTOKEN?0.0079760.007837-1.75%–pending––-0.2061k–
2ZDoubleZeroSolana0.0454050.04461-1.75%–pending––1.0538k–
CACoupon AssetsEthereum0.253380.248925-1.76%–pending––0.1263k–
XAUTTether GoldEthereum4,139.954,067.13-1.76%–pending––0.34289k–
MANYUManyuEthereum3.96e-93.89e-9-1.77%–pending––1.2464k–
PIPPINpippinSolana0.0185620.018234-1.77%–pending––0.94190k–
SAFESafeEthereum0.1107750.108789-1.79%–pending––1.04104k–
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.