8=======>

2026-10-09 · +30d

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
NUMNumbers ProtocolEthereum0.0028040.003025+7.90%–pending––0.627–
BANANABanana GunEthereum3.88254.1754+7.54%–pending––0.690–
LUMIALumiaEthereum0.0817380.087072+6.53%–pending––0.820–
COINXCoinbase xStockEthereum180.1189.7511+5.36%–pending––1.4267k–
MSFTXMicrosoft xStockEthereum534.9768562.7071+5.18%–pending––0.084,863–
INTCXIntel xStockEthereum104.515109.7354+4.99%–pending––0.6798k–
XCHChianative1.5211.5753+3.57%–pending––0.812,365–
LADYSMilady Meme CoinEthereum6.66e-96.88e-9+3.33%–pending––1.371,770–
CKBNervos Networknative0.0013280.001369+3.12%–pending––0.99778–
MLKMiL.kArbitrum0.0416450.04289+2.99%–pending––0.93255–
NODENodeOpsEthereum0.005260.005399+2.64%–pending––0.0388–
MAVIAHeroes of MaviaEthereum0.0309850.031752+2.48%–pending––0.6329–
FUELFuel NetworkEthereum0.000770750.000786713+2.07%–pending––-0.019,447–
IQIQEthereum0.000836450.000851825+1.84%–pending––0.637,817–
CERECere NetworkEthereum0.000185350.000188539+1.72%–pending––-0.001,744–
AIGENSYN?0.020550.0209+1.70%–pending––0.800–
XNONanonative0.343730.348913+1.51%–pending––0.918,847–
SUNSun TokenTron0.0169130.017164+1.49%–pending––-0.160–
ZRCZircuitEthereum0.000986050.001+1.46%–pending––1.75430–
FOGOFogonative0.0047370.00478+0.92%–pending––1.272,579–
SPYXSP500 xStockEthereum778.2775783.935+0.73%–pending––0.10118k–
LYXLUKSOEthereum0.239630.241311+0.70%–pending––0.041,776–
ONGOntology Gasnative0.088340.088857+0.59%–pending––0.9338–
OMGOMG NetworkEthereum0.0478850.048102+0.45%–pending––0.82698–
ESEclipseEthereum0.000840.000843044+0.36%–pending––0.874,225–
MOCAMoca NetworkEthereum0.0096590.009688+0.30%–pending––0.702,231–
PRAIPrivasea AIBinance Smart Chain0.00040050.000401667+0.29%–pending––0.20518–
VINUVita InuBinance Smart Chain9.37e-109.39e-10+0.27%–pending––0.5368k–
DIAMDIAMBinance Smart Chain0.0049780.004986+0.17%–pending––0.0244k–
META2META217.88717.9152+0.16%–pending––1.250–
BARDLombardEthereum0.124750.124933+0.15%–pending––0.8263k–
PSGParis Saint-Germain Fan TokenSolana0.4610.461506+0.11%–pending––0.29229k–
SLXSolsticeSolana0.059410.059433+0.04%–pending––0.5720k–
BGBBitget TokenEthereum1.951.9491-0.05%–pending––0.724,216–
UMXMManadiaBinance Smart Chain0.05910.059068-0.05%–pending––-0.26429–
PIPi Networknative0.081580.081473-0.13%–pending––0.8327k–
GASGasNeo1.34551.3436-0.14%–pending––0.98771–
UUnited StablesEthereum0.0002490.000248625-0.15%–pending––0.372,775–
WAVESWavesEthereum0.26950.268901-0.22%–pending––0.9361k–
JELLYJELLYJelly-My-JellySolana0.0529770.052834-0.27%–pending––0.2756k–
PORPortugal National Team Fan TokenSolana0.071250.071056-0.27%–pending––0.247,258–
TMXTermMaxEthereum0.0106350.010601-0.32%–pending––2.957,463–
CWEBCoinwebEthereum0.0004920.000490365-0.33%–pending––-0.07114–
UNIONUNION0.00025020.000249312-0.35%–pending––0.358,416–
TOKENTokenFiEthereum0.0021320.002124-0.36%–pending––1.182,479–
ETHWEthereumPoWnative0.28330.282247-0.37%–pending––1.111,922–
LQTYLiquityEthereum0.23570.234708-0.42%–pending––0.926,440–
ELSAElsaBase0.054270.05404-0.42%–pending––0.7123k–
CARVCARVEthereum0.0425350.042354-0.42%–pending––1.092,502–
DGBDigiBytenative0.0035830.003566-0.47%–pending––0.7327k–
CTCCreditcoinEthereum0.10480.104306-0.47%–pending––1.091,424–
QTUMQtumQtum0.956310.951776-0.47%–pending––1.015,616–
BLUEBluefinSui0.0090070.008961-0.51%–pending––0.841,606–
BOMEBOOK OF MEMESolana0.0010620.001056-0.53%–pending––1.233,949–
APTMApertumnative0.044530.04428-0.56%–pending––-0.0242k–
NEONEONeo2.44022.425-0.62%–pending––1.1112k–
HEIHeimaEthereum0.122950.122178-0.63%–pending––0.811,412–
ICNTImpossible Cloud Network TokenEthereum0.098450.097808-0.65%–pending––0.7231k–
QUICKQuickswapEthereum0.0106480.010578-0.66%–pending––0.534,518–
STRAXXertranative0.0107780.010701-0.72%–pending––0.922,219–
LOTLeague of TradersBinance Smart Chain0.0057980.005756-0.73%–pending––0.5951k–
FISStafiEthereum0.0013750.001364-0.77%–pending––0.561,212–
COAIChainOpera AIBinance Smart Chain0.30550.303102-0.79%–pending––0.8673k–
HYPERHyperlaneEthereum0.07110.070542-0.79%–pending––1.047,623–
TRXTRONTron0.3316470.329001-0.80%–pending––0.181.2M–
AGLDAdventure GoldEthereum0.201550.199792-0.87%–pending––0.7741k–
MBLMovieBlocOntology0.00075290.000746306-0.88%–pending––0.791,739–
XMRMoneroMonero518.645514.0543-0.89%–pending––0.454.1M–
NXPCNexpacenative0.2180.216019-0.91%–pending––0.661,019–
ONTOntologynative0.061120.060557-0.92%–pending––0.951,641–
WARDWardenBase0.002790.002764-0.93%–pending––0.795,590–
GOMININGGoMining TokenEthereum0.38480.381203-0.93%–pending––0.5613k–
ENSOEnsoEthereum0.94850.939374-0.96%–pending––0.2924k–
BZRBazaarsEthereum72.183571.4684-0.99%–pending––0.94133k–
IDOLMEET48Binance Smart Chain0.0098490.009749-1.01%–pending––0.2853k–
NESNesaEthereum0.137350.135957-1.01%–pending––-0.043,344–
NEXONEXOEthereum0.8380.829387-1.03%–pending––0.84435k–
EVEverythingEthereum0.00026720.000264425-1.04%–pending––0.361,057–
CHEEMSCheems TokenBinance Smart Chain5.12e-75.07e-7-1.05%–pending––0.85915–
ROAMROAM TokenSolana0.0123420.012208-1.09%–pending––0.1031k–
SLPSmooth Love PotionEthereum0.00065440.000647265-1.09%–pending––1.238,375–
BLESSBlessSolana0.0080710.007983-1.10%–pending––1.4628k–
GNOGnosisEthereum115.4555114.1871-1.10%–pending––0.655,549–
NFTAINFTEthereum2.35e-72.32e-7-1.12%–pending––0.0247k–
MITOMitosisBinance Smart Chain0.015050.014881-1.12%–pending––0.821.0M–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.37350.369276-1.13%–pending––0.40199k–
XYMSymbolnative0.0028760.002843-1.14%–pending––0.623,063–
ARIAAria.AIBinance Smart Chain0.0336150.03322-1.18%–pending––0.2554k–
SDStaderEthereum0.11960.118182-1.19%–pending––0.7043k–
ACMAC Milan Fan TokenSolana0.28450.281023-1.22%–pending––0.43224k–
YBYield BasisEthereum0.079250.078275-1.23%–pending––0.5512k–
RVNRavencoinnative0.002230.002202-1.26%–pending––1.0611k–
SUPSuperfluidEthereum0.00033650.000332259-1.26%–pending––0.514,444–
BMTBubblemapsSolana0.019460.019213-1.27%–pending––0.7930k–
KAGKinesis SilverEthereum29.95529.5737-1.27%–pending––0.0195k–
DEGENDegenEthereum0.0009970.000984284-1.28%–pending––1.1464k–
USTCTerraClassicUSDTerra0.0054650.005393-1.32%–pending––0.78312k–
UMAUMAEthereum0.418710.413134-1.33%–pending––0.8629k–
REQRequestEthereum0.0542950.053572-1.33%–pending––0.5620k–
ACTAct I The AI ProphecySolana0.010030.009896-1.34%–pending––0.998,811–
DRBDebtReliefBotBase0.000196050.000193305-1.40%–pending––2.90183k–
BOBBOB (Build on Bitcoin)Ethereum0.004650.004584-1.42%–pending––0.0811k–
HEMIHemiEthereum0.0058020.005719-1.43%–pending––1.4619–
XEMNEMnative0.00060170.000593036-1.44%–pending––0.593,908–
GUNGunzSolana0.0028850.002843-1.45%–pending––0.9315k–
XCXXeleb ProtocolBinance Smart Chain0.0029420.002899-1.46%–pending––0.4553k–
GMEEGAMEEEthereum0.000881150.000868103-1.48%–pending––1.3543k–
MEDMediblocOsmosis0.0016820.001657-1.49%–pending––0.572,340–
ININFINITEthereum0.03350.032998-1.50%–pending––0.823,006–
TRADOORTradoorBinance Smart Chain0.64970.639881-1.51%–pending––0.5055k–
IRYSIrysEthereum0.014770.014545-1.52%–pending––0.6220k–
SPACESpacecoinEthereum0.0044570.004387-1.55%–pending––1.0812k–
CBKCobakEthereum0.200750.197629-1.55%–pending––0.6420k–
BNTBancor NetworkEthereum0.323450.31841-1.56%–pending––1.0312k–
RIFRootstock Infrastructure FrameworkEthereum0.083350.08205-1.56%–pending––0.12290k–
MCDXMcDonald's xStockEthereum235.8642232.1824-1.56%–pending––-0.001,468–
SIRENSirenBinance Smart Chain0.0392150.038602-1.56%–pending––0.73248k–
ZKPzkPassEthereum0.0490050.048231-1.58%–pending––0.696,517–
SEDASEDAEthereum0.0176450.017366-1.58%–pending––0.26337k–
ATMAtletico Madrid Fan TokenSolana1.0361.0196-1.58%–pending––0.24280k–
HAEDALHaedal ProtocolSui0.019330.019022-1.59%–pending––0.82172k–
WBETHWrapped Beacon ETHEthereum2,753.862,709.82-1.60%–pending––1.201.0M–
LEOLEO TokenEthereum8.92568.7827-1.60%–pending––0.05100k–
CTKShentuOsmosis0.133550.131385-1.62%–pending––0.8579k–
DGMADaGama WorldEthereum0.014670.01443-1.63%–pending––0.1026k–
XAUTTether GoldEthereum4,181.554,112.47-1.65%–pending––0.33325k–
TFUELTheta Fuelnative0.0098060.009644-1.65%–pending––0.9934k–
ELONDogelon MarsEthereum3.03e-82.98e-8-1.67%–pending––1.1128k–
CITYManchester City Fan TokenSolana0.35150.345541-1.70%–pending––0.34221k–
GTGateEthereum10.68510.5033-1.70%–pending––0.69623k–
BIRBMoonbirdsSolana0.059580.058559-1.71%–pending––0.6664k–
HOTHoloEthereum0.000414050.00040693-1.72%–pending––0.9316k–
BASEDBasedEthereum0.0685250.067329-1.74%–pending––0.6823k–
CAWA Hunters DreamEthereum7.18e-97.05e-9-1.84%–pending––1.209,718–
FLRFlareFlare0.0070450.006912-1.88%–pending––1.07528k–
KGENKGeNBase0.14370.140991-1.88%–pending––0.332,498–
PNUTPeanut the SquirrelSolana0.0497950.048855-1.89%–pending––1.27400k–
AUCTIONBounceEthereum3.8033.7308-1.90%–pending––0.8340k–
WMTXWorld Mobile TokenSolana0.0230450.022604-1.91%–pending––-0.1225k–
GWEIETHGasEthereum0.0209270.02052-1.94%–pending––1.17143k–
TWTTrust WalletBinance Smart Chain0.518750.508582-1.96%–pending––0.79678k–
VSYSV.SYSTEMSnative0.00025440.000249412-1.96%–pending––0.1071k–
BNSOLBinance Staked SOLSolana123.75121.3135-1.97%–pending––1.21832k–
BSBBlock StreetEthereum0.102820.100788-1.98%–pending––1.32514k–
NIMNimiqnative0.000271550.000266179-1.98%–pending––-0.72794–
DOODDoodlesSolana0.0015680.001536-1.98%–pending––1.1937k–
OOBOobitSolana0.0085650.008395-1.98%–pending––-0.0476k–
MAMOMamoBase0.0077190.007565-2.00%–pending––0.83201k–
SNTStatusEthereum0.0079150.007756-2.01%–pending––1.3349k–
TREETreeEthereum0.044040.043154-2.01%–pending––0.9260k–
DEXEDeXeEthereum1.871.8323-2.02%–pending––-0.211.6M–
USUALUsualEthereum0.012080.011836-2.02%–pending––1.247,961–
SHIBShiba InuEthereum0.000005460.000005349-2.03%–pending––1.41690k–
MYROMYROSolana0.002070.002028-2.03%–pending––1.513,477–
A8Ancient8Ethereum0.0051450.005041-2.04%–pending––0.6661k–
ASMAssemble AIEthereum0.0058950.005775-2.04%–pending––0.3625k–
YOMYOMAvalanche0.015720.015396-2.06%–pending––-0.743,022–
MOGMog CoinEthereum1.15e-71.13e-7-2.06%–pending––1.5546k–
NEWTNewton ProtocolEthereum0.04740.046422-2.06%–pending––0.9618k–
HPHippo Protocolnative0.0086890.008508-2.08%–pending––0.6623k–
BANANAS31Banana For ScaleBinance Smart Chain0.0067930.006651-2.09%–pending––0.685,607–
SN75HippiusBittensor4.67654.5784-2.10%–pending––1.413,793–
BARFC Barcelona Fan TokenSolana0.28350.277509-2.11%–pending––0.40186k–
PIPPINpippinSolana0.0176150.01724-2.13%–pending––0.96150k–
TAIKOTaikoEthereum0.08470.082894-2.13%–pending––0.7143k–
FRTSFruitsnative0.0000045860.000004488-2.13%–pending––0.2455k–
WILDWilder WorldEthereum0.0139450.013644-2.16%–pending––1.5651k–
UPROBINHOOD?0.205780.201307-2.17%–pending––2.0455k–
STORMStorm TradeTON0.003460.003385-2.18%–pending––0.4373k–
LUNATerraTerra 20.0000528750.000051715-2.19%–pending––0.98204k–
UMXUMX0.0609450.059607-2.20%–pending––0.3521k–
MANTRAMANTRAnative0.0044620.004364-2.21%–pending––0.6823k–
GRAMGram (prev. Toncoin)Ethereum1.45351.4215-2.21%–pending––0.8215k–
ATAproEthereum0.144150.140955-2.22%–pending––0.32387k–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain779.035761.7378-2.22%–pending––0.10625k–
PROMPTWayfinderEthereum0.01870.018283-2.23%–pending––0.7895k–
WBTCWrapped BitcoinEthereum82,505.7080,637.65-2.26%–pending––0.9940k–
MEMEROBINHOOD?0.0128950.012603-2.27%–pending––-0.07121k–
RACARadio CacaEthereum0.0000134950.000013189-2.27%–pending––0.4650k–
OGOG Fan TokenSolana2.80352.7397-2.27%–pending––0.48407k–
VINEVineSolana0.00740.007229-2.31%–pending––1.225,247–
LINGOLingoSolana0.0124360.012148-2.31%–pending––1.1849k–
CGNCygnusBase0.0020660.002018-2.32%–pending––-0.0251k–
AERGOAergo [OLD]Ethereum0.0090880.008877-2.32%–pending––0.1143k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum786.375768.0276-2.33%–pending––0.10151k–
KNCKyber Network CrystalEthereum0.139250.136-2.33%–pending––0.8524k–
XPRXPR NetworkEthereum0.0022730.00222-2.36%–pending––0.78300k–
KDXKriyaSui0.0092550.009037-2.36%–pending––0.34204k–
AIArtificial InuRobinhood0.0205250.020033-2.40%–pending––0.8152k–
XPINXPIN NetworkBinance Smart Chain0.000834850.000814808-2.40%–pending––0.10115k–
PORTOFC PortoBinance Smart Chain0.46050.449398-2.41%–pending––0.98180k–
ULTIMAUltimaBinance Smart Chain1,604.301,565.39-2.43%–pending––0.17387k–
POLYXPolymeshnative0.040730.039739-2.43%–pending––1.0617k–
NANOnanopayBase0.3436910.335308-2.44%–pending––0.8926k–
MIRAMiraBase0.04930.048089-2.46%–pending––1.008,240–
LAZIOLazio Fan TokenBinance Smart Chain0.42550.415032-2.46%–pending––0.69124k–
QUAIQuai Networknative0.009430.009198-2.46%–pending––1.1912k–
LABLABBinance Smart Chain0.0533250.052002-2.48%–pending––1.321.3M–
ESEEeseeEthereum0.0041670.004063-2.49%–pending––-0.2347k–
UPCUPCXEthereum0.15460.150721-2.51%–pending––-0.083.6M–
SAHARASahara AIEthereum0.008650.008432-2.52%–pending––1.156,892–
TACTACTON0.0014620.001425-2.53%–pending––0.8442k–
ZYLOZylo EcosystemSolana0.025430.024787-2.53%–pending––-0.2463k–
PURRPurrHyperliquid0.113640.110766-2.53%–pending––2.4153k–
LUNCTerra Luna Classicnative0.000050850.000049561-2.53%–pending––1.0929k–
SMARTSmartCodedBotBase0.0046360.004519-2.54%–pending––0.22123k–
ASSETREALEthereum0.1824350.177808-2.54%–pending––-0.001,850–
BDXBeldexBinance Smart Chain0.077310.075347-2.54%–pending––-0.16484k–
UOSUltraEthereum0.0037810.003685-2.55%–pending––0.755,825–
SGBSongbirdnative0.00092850.00090482-2.55%–pending––0.8716k–
JUVJuventus Fan TokenSolana0.32950.321042-2.57%–pending––0.48242k–
TOPTOP PROTOCOLBinance Smart Chain0.00006950.00006771-2.58%–pending––0.0126k–
CBETHCoinbase Wrapped Staked ETHEthereum2,835.772,762.72-2.58%–pending––1.21540k–
WLFIWorld Liberty FinancialEthereum0.0570.05553-2.58%–pending––0.27581k–
MEGAMegaETHMegaeth0.041470.040395-2.59%–pending––1.49433k–
UBUnibaseEthereum0.1426050.138889-2.61%–pending––0.6660k–
ASRAS Roma Fan TokenSolana0.86650.84381-2.62%–pending––0.43212k–
RONINRONINSolana0.065940.064213-2.62%–pending––1.421,814–
BONERBoner CoinRobinhood0.043430.04229-2.63%–pending––3.5674k–
OKBOKBEthereum125.665122.3657-2.63%–pending––0.4614k–
LINEALineaEthereum0.0027850.002712-2.63%–pending––0.9653k–
OFCOneFootball CreditsEthereum0.0070040.006819-2.63%–pending––0.5156k–
ALIGNAlignedEthereum0.0050550.004922-2.64%–pending––-0.669,687–
CEEKCEEK Smart VREthereum0.0027310.002659-2.66%–pending––0.5851k–
HOLOHoloworldSolana0.06120.05957-2.66%–pending––1.002,746–
HMSTRHamster KombatTON0.000163250.000158886-2.67%–pending––0.773,537–
HANAHana NetworkBinance Smart Chain0.0123090.011979-2.68%–pending––-0.1978k–
ETHEthereumEthereum2,485.242,418.37-2.69%–pending––1.21259.5M–
DTECDtec tokenPolygon0.0034810.003387-2.69%–pending––0.3253k–
TAGTAGGERBinance Smart Chain0.000644150.000626792-2.69%–pending––0.47553k–
MEMagic EdenSolana0.072440.070487-2.70%–pending––0.9768k–
KLVKleverKlever Blockchain0.00066280.000644862-2.71%–pending––-0.1255k–
CFXConfluxnative0.0507150.049333-2.73%–pending––0.919,194–
GENIUSGeniusBinance Smart Chain0.34280.333427-2.73%–pending––0.0112k–
XRBOroBitnative1.70911.6624-2.73%–pending––0.05200k–
1000CHEEMS1000CHEMSnative0.00051050.000496528-2.74%–pending––0.92279k–
SAPIENSapienBase0.0707650.068825-2.74%–pending––0.5347k–
NYMNymEthereum0.0253990.0247-2.75%–pending––0.643,420–
CATSimon's CatSolana0.0000020410.000001985-2.76%–pending––0.9154k–
MICRODUCKmicroduckRobinhood0.0018490.001797-2.79%–pending––1.4769k–
FHEMind NetworkEthereum0.0201650.019602-2.79%–pending––0.6537k–
ALTAltLayerEthereum0.007940.007718-2.80%–pending––0.898,517–
MLCMy Lovely CoinSolana0.01510.014676-2.81%–pending––0.6314k–
1INCH1INCHEthereum0.0973450.094603-2.82%–pending––1.01131k–
ZBTZEROBASEEthereum0.08070.078427-2.82%–pending––0.116,393–
AIXBTaixbtEthereum0.0210450.020452-2.82%–pending––1.226,890–
VRVictoria VREthereum0.0014920.00145-2.83%–pending––0.18229k–
RPLRocket PoolEthereum1.8771.8239-2.83%–pending––1.0436k–
MANTLE?0.55240.536752-2.83%–pending––0.83379k–
TOSHIToshiBase0.0001132950.000110085-2.83%–pending––1.34282k–
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.