8=======>

2026-10-18 · +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
BANANABanana GunEthereum3.5053.6757+4.87%–pending––0.730–
MLKMiL.kArbitrum0.038710.039766+2.73%–pending––0.89167–
COINXCoinbase xStockEthereum172.905177.47+2.64%–pending––1.4863k–
HEMIHemiEthereum0.0050610.005193+2.60%–pending––1.340–
MSFTXMicrosoft xStockEthereum526.7454540.4016+2.59%–pending––0.096,748–
LUMIALumiaEthereum0.0936450.095947+2.46%–pending––0.8627–
INTCXIntel xStockEthereum89.52591.4421+2.14%–pending––0.63114k–
IQIQEthereum0.000756450.000772622+2.14%–pending––0.66705–
NUMNumbers ProtocolEthereum0.0030280.003093+2.12%–pending––0.4150–
UNIONUNION0.000147750.000150873+2.11%–pending––0.8613k–
UMXMManadiaBinance Smart Chain0.048050.04898+1.93%–pending––-1.24585–
LADYSMilady Meme CoinEthereum6.03e-96.13e-9+1.63%–pending––1.351,525–
META2META217.67717.9374+1.47%–pending––1.140–
UUnited StablesEthereum0.00014850.000150416+1.29%–pending––1.112,775–
XCHChianative1.571.5874+1.11%–pending––0.853,340–
XEMNEMnative0.000296950.000300125+1.07%–pending––0.683,710–
SUNSun TokenTron0.0164670.016626+0.96%–pending––-0.180–
XNONanonative0.3382150.341254+0.90%–pending––0.756,478–
MERLMerlin ChainEthereum0.0292950.029529+0.80%–pending––1.2613k–
GTGateEthereum9.96510.0309+0.66%–pending––0.74490k–
PSGParis Saint-Germain Fan TokenSolana0.42950.431418+0.45%–pending––0.29228k–
NODENodeOpsEthereum0.005220.005241+0.40%–pending––-0.0093–
EVEverythingEthereum0.000252650.000253649+0.40%–pending––0.431,755–
PIPEPipe NetworkSolana0.0261650.026237+0.28%–pending––0.130–
NXPCNexpacenative0.16040.160828+0.27%–pending––0.73616–
VINUVita InuBinance Smart Chain9.16e-109.17e-10+0.11%–pending––0.6071k–
DIAMDIAMBinance Smart Chain0.0043510.004352+0.04%–pending––0.0344k–
QTUMQtumQtum0.8585150.858253-0.03%–pending––1.075,616–
RNBWRainbowBase0.0220250.022017-0.03%–pending––0.82294–
XAIXaiArbitrum0.0080360.008031-0.06%–pending––0.831,197–
PIPi Networknative0.0793650.079269-0.12%–pending––0.7624k–
ACMAC Milan Fan TokenSolana0.26250.262172-0.13%–pending––0.44204k–
USTCTerraClassicUSDTerra0.004870.004858-0.24%–pending––0.81261k–
MAVIAHeroes of MaviaEthereum0.0259750.025911-0.25%–pending––0.6629–
AGLDAdventure GoldEthereum0.169950.169491-0.27%–pending––0.8045k–
SPYXSP500 xStockEthereum767.2952764.8287-0.32%–pending––0.11117k–
WAVESWavesEthereum0.23470.233927-0.33%–pending––1.0354k–
JELLYJELLYJelly-My-JellySolana0.0505820.050381-0.40%–pending––0.2855k–
BARDLombardEthereum0.106850.106403-0.42%–pending––0.9356k–
SUPSuperfluidEthereum0.0002350.000233962-0.44%–pending––0.696,452–
AIGENSYN?0.0168730.016795-0.46%–pending––0.930–
BLURBlurEthereum0.0096280.00958-0.49%–pending––1.3832k–
MLCMy Lovely CoinSolana0.0124450.012383-0.50%–pending––0.5717k–
SLXSolsticeSolana0.0476250.047373-0.53%–pending––0.7216k–
XYMSymbolnative0.0027230.002708-0.55%–pending––0.642,578–
ININFINITEthereum0.02670.026551-0.56%–pending––0.922,468–
MOCAMoca NetworkEthereum0.0083350.008288-0.56%–pending––0.722,178–
FFFalcon FinanceEthereum0.1040150.103427-0.57%–pending––-0.241,642–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32350.321568-0.60%–pending––0.33183k–
ESEclipseEthereum0.0008950.000889526-0.61%–pending––0.494,225–
MITOMitosisBinance Smart Chain0.012880.012787-0.73%–pending––0.84873k–
LQTYLiquityEthereum0.19050.1891-0.73%–pending––0.955,399–
LOTLeague of TradersBinance Smart Chain0.0055020.005461-0.76%–pending––0.6251k–
AUCTIONBounceEthereum3.25833.233-0.77%–pending––0.9436k–
DGBDigiBytenative0.0034390.003412-0.78%–pending––0.8425k–
ZRCZircuitEthereum0.0011140.001105-0.82%–pending––1.923,907–
BMTBubblemapsSolana0.0164450.01631-0.82%–pending––0.8217k–
CTCCreditcoinEthereum0.08890.088158-0.83%–pending––1.091,401–
OMGOMG NetworkEthereum0.0495660.049107-0.93%–pending––0.751,444–
ARCAI Rig ComplexSolana0.041270.040882-0.94%–pending––-0.2510k–
DEGENDegenEthereum0.00097350.000964245-0.95%–pending––1.1066k–
JOEJOEArbitrum0.031770.031447-1.02%–pending––1.093,791–
PORPortugal National Team Fan TokenSolana0.069690.068977-1.02%–pending––0.3710k–
CERECere NetworkEthereum0.00018470.000182783-1.04%–pending––0.016,122–
NEXONEXOEthereum0.80450.796099-1.04%–pending––0.82401k–
COAIChainOpera AIBinance Smart Chain0.256650.253886-1.08%–pending––0.8878k–
IDOLMEET48Binance Smart Chain0.0070770.007001-1.08%–pending––0.2252k–
KAGKinesis SilverEthereum30.1229.7734-1.15%–pending––-0.0995k–
ARKMArkhamEthereum0.11430.11296-1.17%–pending––1.3742k–
KGENKGeNBase0.08810.08706-1.18%–pending––0.442,698–
BASEDBasedEthereum0.0488350.048257-1.18%–pending––0.8332k–
RIFRootstock Infrastructure FrameworkEthereum0.074950.074057-1.19%–pending––0.26289k–
FUELFuel NetworkEthereum0.000768150.000758983-1.19%–pending––-0.0119k–
ZKPzkPassEthereum0.0407850.040293-1.21%–pending––0.766,547–
TRXTRONTron0.332290.328199-1.23%–pending––0.151.1M–
CITYManchester City Fan TokenSolana0.31250.308628-1.24%–pending––0.34244k–
ROAMROAM TokenSolana0.0121740.012023-1.25%–pending––0.0931k–
MBLMovieBlocOntology0.000703650.000694785-1.26%–pending––0.821,107–
BANANAS31Banana For ScaleBinance Smart Chain0.0061930.006114-1.27%–pending––0.744,142–
ORBSOrbsEthereum0.0068030.006716-1.28%–pending––0.53909–
NFTAINFTEthereum2.40e-72.36e-7-1.30%–pending––0.0448k–
ATMAtletico Madrid Fan TokenSolana10.986842-1.32%–pending––0.34280k–
GOMININGGoMining TokenEthereum0.379850.37478-1.33%–pending––0.5713k–
GLMGolemEthereum0.10990.108415-1.35%–pending––0.8532k–
UPCUPCXEthereum0.12930.127552-1.35%–pending––0.083.5M–
RONINRONINSolana0.0582850.057494-1.36%–pending––1.411,707–
SLPSmooth Love PotionEthereum0.00055560.000547938-1.38%–pending––1.285,735–
FONEapeonfoneSolana0.0035880.003538-1.39%–pending––1.36122k–
CTKShentuOsmosis0.1130.111431-1.39%–pending––0.85102k–
NIMNimiqnative0.0002960.000291878-1.39%–pending––-0.713,256–
APTMApertumnative0.0515750.050841-1.42%–pending––-0.0972k–
DGMADaGama WorldEthereum0.013520.013327-1.42%–pending––-0.2223k–
CHEEMSCheems TokenBinance Smart Chain4.43e-74.36e-7-1.43%–pending––0.87959–
LYXLUKSOEthereum0.220340.217173-1.44%–pending––0.022,459–
BZRBazaarsEthereum69.89968.8909-1.44%–pending––0.94191k–
MOGMog CoinEthereum1.05e-71.03e-7-1.46%–pending––1.7140k–
ENSEthereum Name ServiceEthereum5.4545.3735-1.48%–pending––1.67221k–
XCXXeleb ProtocolBinance Smart Chain0.0025750.002536-1.48%–pending––0.5555k–
NESNesaEthereum0.1180450.116287-1.49%–pending––0.061,433–
FOGOFogonative0.0038250.003767-1.51%–pending––1.286,972–
RAILRailgunEthereum2.3952.3577-1.56%–pending––2.3455k–
BOBBOB (Build on Bitcoin)Ethereum0.0045150.004444-1.57%–pending––0.134,525–
FLRFlareFlare0.0064180.006316-1.59%–pending––1.08503k–
REQRequestEthereum0.0527050.051863-1.60%–pending––0.5621k–
STONKEXThe Stonks ExchangeBase0.00420.004132-1.62%–pending––2.5250k–
BABYBabylonnative0.0120050.011805-1.66%–pending––1.00106k–
WBETHWrapped Beacon ETHEthereum2,672.112,627.32-1.68%–pending––1.21852k–
ACTAct I The AI ProphecySolana0.0088350.008687-1.68%–pending––1.105,942–
HEIHeimaEthereum0.106830.105034-1.68%–pending––0.88809–
BSBBlock StreetEthereum0.0857450.084304-1.68%–pending––1.06407k–
CESWhalebitPolygon0.17120.168259-1.72%–pending––0.3794k–
GENIUSGeniusBinance Smart Chain0.30240.297195-1.72%–pending––-0.0416k–
ADXheyAuraEthereum0.0603950.059353-1.73%–pending––0.631,023–
BGBBitget TokenEthereum1.86151.8293-1.73%–pending––0.692,776–
IRYSIrysEthereum0.012230.012018-1.73%–pending––0.6425k–
RVNRavencoinnative0.0014080.001383-1.75%–pending––1.189,084–
CBETHCoinbase Wrapped Staked ETHEthereum2,748.222,699.38-1.78%–pending––1.21840k–
BNTBancor NetworkEthereum0.303350.297952-1.78%–pending––1.0511k–
0G0GEthereum0.22550.221439-1.80%–pending––0.8944k–
TELTelcoinEthereum0.0015530.001525-1.82%–pending––1.2356k–
HAEDALHaedal ProtocolSui0.018120.017791-1.82%–pending––0.80225k–
LABLABBinance Smart Chain0.043980.043175-1.83%–pending––0.96922k–
CARVCARVEthereum0.033710.033085-1.85%–pending––1.144,057–
SEDASEDAEthereum0.0166450.016336-1.86%–pending––0.24316k–
TRADOORTradoorBinance Smart Chain0.588450.577508-1.86%–pending––0.5257k–
DRBDebtReliefBotBase0.000161950.000158925-1.87%–pending––2.84165k–
BARFC Barcelona Fan TokenSolana0.27050.265363-1.90%–pending––0.40231k–
TOKENTokenFiEthereum0.0018860.001851-1.91%–pending––1.282,790–
TREETreeEthereum0.036680.035979-1.91%–pending––0.9550k–
HOTHoloEthereum0.00035840.000351548-1.91%–pending––0.9613k–
BOMEBOOK OF MEMESolana0.000621230.000609347-1.91%–pending––1.544,955–
DEXEDeXeEthereum1.7181.6851-1.92%–pending––-0.281.2M–
BONERBoner CoinRobinhood0.013690.013427-1.92%–pending––3.9064k–
MEDMediblocOsmosis0.0016560.001624-1.94%–pending––0.582,103–
MAPMAP0.0032050.003143-1.94%–pending––0.12149k–
YGGYield Guild GamesEthereum0.023650.023189-1.95%–pending––1.0835k–
HMSTRHamster KombatTON0.000144150.00014134-1.95%–pending––0.872,837–
MEMEROBINHOOD?0.0109010.010689-1.95%–pending––0.26105k–
VOWVowEthereum0.030260.029667-1.96%–pending––0.8555k–
MANTRAMANTRAnative0.0040120.003934-1.96%–pending––0.7717k–
HPHippo Protocolnative0.0079780.007822-1.97%–pending––0.7022k–
SNTStatusEthereum0.007350.007205-1.97%–pending––1.4049k–
UPROBINHOOD?0.219660.215328-1.97%–pending––2.3555k–
TMXTermMaxEthereum0.0089450.008768-1.97%–pending––3.167,668–
NEONEONeo2.20132.1579-1.97%–pending––1.1912k–
VSYSV.SYSTEMSnative0.000252650.000247655-1.98%–pending––0.1373k–
WARDWardenBase0.0030750.003014-1.98%–pending––1.014,634–
GNOGnosisEthereum114.0845111.8282-1.98%–pending––0.673,746–
STRAXXertranative0.0106880.010476-1.98%–pending––0.912,851–
BNSOLBinance Staked SOLSolana118.25115.9025-1.99%–pending––1.24527k–
LUNATerraTerra 20.0000469850.000046051-1.99%–pending––0.98162k–
XPINXPIN NetworkBinance Smart Chain0.00071910.000704728-2.00%–pending––0.09100k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum775.605760.0121-2.01%–pending––0.11144k–
DYDXdYdXCosmos0.114570.112261-2.02%–pending––1.1846k–
SHIBShiba InuEthereum0.0000049830.000004881-2.04%–pending––1.48683k–
WILDWilder WorldEthereum0.012350.012095-2.06%–pending––1.6751k–
SOMISomnianative0.18730.183422-2.07%–pending––0.7219k–
ARGUSArgusArc0.0057160.005597-2.08%–pending––-1.68106k–
TFUELTheta Fuelnative0.0086640.008481-2.11%–pending––1.0325k–
HIGHHighstreetEthereum0.026390.025832-2.11%–pending––0.67114k–
SGBSongbirdnative0.00080.000783043-2.12%–pending––0.8714k–
SPYBSPY (bStocks Tokenized Stock)Binance Smart Chain767.73751.2768-2.14%–pending––0.11464k–
ONGOntology Gasnative0.075350.073735-2.14%–pending––0.9738–
BCHSVBitcoin Cash SV17.66517.2861-2.14%–pending––1.00396k–
XPRXPR NetworkEthereum0.0019370.001896-2.16%–pending––0.64256k–
GASGasNeo1.23621.2095-2.16%–pending––1.02901–
YBYield BasisEthereum0.06350.062124-2.17%–pending––0.6215k–
OVPPOpenVPP [Old]Ethereum0.0012290.001202-2.19%–pending––2.3062k–
CGNCygnusBase0.0020220.001977-2.22%–pending––-0.0152k–
LINGOLingoSolana0.0121930.011922-2.22%–pending––1.2349k–
ONTOntologynative0.051290.050152-2.22%–pending––0.991,020–
PNUTPeanut the SquirrelSolana0.0432750.042311-2.23%–pending––1.38277k–
TWTTrust WalletBinance Smart Chain0.452350.44222-2.24%–pending––0.71678k–
PIPEDOGpipedogRobinhood0.0006410.000626624-2.24%–pending––1.6882k–
GWEIETHGasEthereum0.0216410.021155-2.24%–pending––0.89161k–
JUVJuventus Fan TokenSolana0.30250.295702-2.25%–pending––0.50264k–
ENSOEnsoEthereum0.67850.663133-2.26%–pending––0.4719k–
ANIMEAnimecoinEthereum0.0026590.002599-2.27%–pending––1.118,017–
SPACESpacecoinEthereum0.003620.003538-2.28%–pending––1.1119k–
CKBNervos Networknative0.0014810.001448-2.28%–pending––1.221,351–
BLESSBlessSolana0.0073390.007171-2.29%–pending––1.4822k–
ESEEeseeEthereum0.0043330.004234-2.30%–pending––-0.2930k–
ELONDogelon MarsEthereum2.93e-82.86e-8-2.31%–pending––1.1428k–
ETHWEthereumPoWnative0.23450.229043-2.33%–pending––1.101,324–
KASKaspaKaspa0.0354650.034636-2.34%–pending––1.19930k–
TAIKOTaikoEthereum0.07120.06953-2.35%–pending––0.7943k–
BDXBeldexBinance Smart Chain0.075110.073345-2.35%–pending––-0.00475k–
ULTIMAUltimaBinance Smart Chain1,530.841,494.54-2.37%–pending––0.20323k–
KATKatanaBase0.0038370.003746-2.37%–pending––1.00114k–
QUAIQuai Networknative0.0086650.008459-2.37%–pending––0.6811k–
MANYUManyuEthereum3.59e-93.50e-9-2.38%–pending––1.2263k–
ASSETREALEthereum0.1842950.1799-2.39%–pending––0.011,356–
WMTXWorld Mobile TokenSolana0.0224410.021906-2.39%–pending––-0.1430k–
RACARadio CacaEthereum0.0000125850.000012284-2.39%–pending––0.4651k–
KNCKyber Network CrystalEthereum0.11860.11576-2.39%–pending––0.9015k–
KLVKleverKlever Blockchain0.00059350.000579217-2.41%–pending––-0.0948k–
USUALUsualEthereum0.010330.01008-2.42%–pending––1.338,431–
DTECDtec tokenPolygon0.0032370.003159-2.43%–pending––0.3462k–
HOLOHoloworldSolana0.05630.054928-2.44%–pending––1.023,028–
TOLLYTollyArc0.0012130.001183-2.44%–pending––-1.6871k–
WBTCWrapped BitcoinEthereum81,903.8579,904.66-2.44%–pending––0.9935k–
XAUTTether GoldEthereum4,172.854,070.92-2.44%–pending––0.31186k–
DOLODolomiteEthereum0.023860.023277-2.44%–pending––0.899,555–
HANAHana NetworkBinance Smart Chain0.0114760.011195-2.45%–pending––-0.0970k–
CHZChilizEthereum0.0137810.013443-2.45%–pending––1.0467k–
UBUnibaseEthereum0.119490.116554-2.46%–pending––0.7759k–
ETHEthereumEthereum2,407.512,348.24-2.46%–pending––1.22215.4M–
KDXKriyaSui0.008980.008756-2.49%–pending––0.33212k–
OGOG Fan TokenSolana2.6262.5603-2.50%–pending––0.48355k–
FRTSFruitsnative0.0000045170.000004404-2.50%–pending––0.2049k–
STORMStorm TradeTON0.0027720.002703-2.51%–pending––0.4373k–
PIPPINpippinSolana0.0153210.014937-2.51%–pending––1.03173k–
PURRPurrHyperliquid0.091910.089602-2.51%–pending––2.4454k–
VINEVineSolana0.007790.007592-2.54%–pending––1.344,363–
SDStaderEthereum0.120550.117485-2.54%–pending––0.8857k–
LEOLEO TokenEthereum9.00358.7738-2.55%–pending––0.04134k–
RATSGoldenRatBinance Smart Chain0.0000167110.000016284-2.55%–pending––-1.0478k–
YOMYOMAvalanche0.01540.015002-2.58%–pending––-0.823,265–
CEEKCEEK Smart VREthereum0.002620.002552-2.58%–pending––0.5151k–
BTTCBTTC3.55e-73.46e-7-2.59%–pending––0.50233k–
GUNGunzSolana0.0022850.002226-2.60%–pending––0.9414k–
HYPEHyperliquidHyperliquid78.85576.8015-2.60%–pending––1.2126.4M–
NCTPolySwarmEthereum0.008830.008599-2.61%–pending––1.0459k–
WXTWXT TokenEthereum0.0183950.01791-2.63%–pending––0.791.7M–
MYROMYROSolana0.0019280.001877-2.65%–pending––1.523,093–
CACoupon AssetsEthereum0.246740.24021-2.65%–pending––0.1559k–
PROMPromEthereum4.73454.6089-2.65%–pending––0.443.0M–
STBLSTBLBinance Smart Chain0.0228710.022264-2.65%–pending––0.9249k–
JTOJitoSolana0.441650.429871-2.67%–pending––1.251.2M–
XRBOroBitnative1.62011.5767-2.68%–pending––0.06201k–
ZRX0x ProtocolEthereum0.1060520.103207-2.68%–pending––1.06100k–
CWEBCoinwebEthereum0.000583350.000567693-2.68%–pending––-0.26212–
TOWNMoltbook TownSolana0.00010150.000098755-2.70%–pending––-0.3864k–
OFCOneFootball CreditsEthereum0.0059290.005767-2.74%–pending––0.5656k–
BERABerachainnative0.1695350.16489-2.74%–pending––1.32223k–
ASMAssemble AIEthereum0.0059150.005752-2.75%–pending––0.4032k–
SMARTSmartCodedBotBase0.0043260.004206-2.76%–pending––0.20135k–
FIDABonfidaSolana0.018110.01761-2.76%–pending––1.0710k–
MEMagic EdenSolana0.059310.05765-2.80%–pending––1.1084k–
LUNCTerra Luna Classicnative0.0000455250.000044248-2.80%–pending––1.0924k–
SOPHSophonEthereum0.0021150.002055-2.82%–pending––0.64593k–
UOSUltraEthereum0.0024850.002415-2.83%–pending––0.8612k–
ZYLOZylo EcosystemSolana0.021390.020784-2.83%–pending––-0.2272k–
TOSHIToshiBase0.000108160.000105092-2.84%–pending––1.33275k–
BORABORAKlay Token0.0249450.024236-2.84%–pending––0.916,128–
DOSDAPPOSEthereum0.18620.180903-2.85%–pending––0.7117k–
SOSOSoSoValueEthereum0.28920.280967-2.85%–pending––-0.079,837–
TLOSTelosEthereum0.016750.01627-2.87%–pending––-0.2850k–
A8Ancient8Ethereum0.004580.004448-2.87%–pending––0.6580k–
WETHumidiFiSolana0.049750.048322-2.87%–pending––0.8515k–
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.