8=======>

2026-10-21 · +7d

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 GunEthereum3.5563.639+2.33%–pending––0.690–
PIPEDOGpipedogRobinhood0.00053160.000542196+1.99%–pending––1.6778k–
LUMIALumiaEthereum0.0852650.086896+1.91%–pending––0.9120–
INTCXIntel xStockEthereum94.80596.5215+1.81%–pending––0.60121k–
FRONGfrongRobinhood0.0018340.001865+1.70%–pending––0.7657k–
SOPHSophonEthereum0.0018050.001835+1.67%–pending––0.59498k–
UUnited StablesEthereum0.0001250.000126865+1.49%–pending––1.052,397–
MSFTXMicrosoft xStockEthereum527.2872534.8517+1.43%–pending––0.088,255–
HEMIHemiEthereum0.0052260.0053+1.43%–pending––1.460–
COINXCoinbase xStockEthereum171.845174.2641+1.41%–pending––1.4483k–
USTalusSui0.005410.005486+1.41%–pending––0.59459k–
UNIONUNION0.0001320.000133801+1.36%–pending––0.838,210–
BONERBoner CoinRobinhood0.015970.016185+1.35%–pending––3.9660k–
SUNSun TokenTron0.0165670.016785+1.32%–pending––-0.190–
MEMEROBINHOOD?0.0090540.009173+1.32%–pending––0.07101k–
EMBERembercurveSolana0.0024650.002497+1.31%–pending––1.5488k–
PAIRPairPunkSolana0.00097550.000987446+1.22%–pending––2.6760k–
BREWBREWBinance Smart Chain0.0047550.004813+1.22%–pending––0.3886k–
MLCMy Lovely CoinSolana0.0106950.010825+1.22%–pending––0.5824k–
OVPPOpenVPP [Old]Ethereum0.00095550.000966982+1.20%–pending––2.2259k–
UMXMManadiaBinance Smart Chain0.035950.036359+1.14%–pending––-1.33785–
XEMNEMnative0.000327650.000331334+1.12%–pending––0.784,101–
APRCapricornEthereum0.03090.031233+1.08%–pending––0.46274k–
SUEcat wif helmetSolana0.000338750.000342341+1.06%–pending––4.2254k–
XCHChianative1.47651.4919+1.04%–pending––0.832,478–
MLKMiL.kArbitrum0.0398150.040229+1.04%–pending––0.89315–
IQIQEthereum0.000804750.00081286+1.01%–pending––0.67532–
META2META217.770517.9481+1.00%–pending––1.140–
MOCAMoca NetworkEthereum0.0085020.008587+1.00%–pending––0.722,064–
LADYSMilady Meme CoinEthereum6.21e-96.27e-9+0.95%–pending––1.34767–
JIMOTHYJimothy The RaccoonSolana0.0023450.002366+0.89%–pending––2.1163k–
SOCKSockBinance Smart Chain0.000072630.00007324+0.84%–pending––-1.7652k–
PIPEPipe NetworkSolana0.0271550.027379+0.82%–pending––0.150–
RNBWRainbowBase0.020540.020705+0.80%–pending––0.81301–
NODENodeOpsEthereum0.0053750.005416+0.76%–pending––-0.0761–
ETHWEthereumPoWnative0.242750.244531+0.73%–pending––1.111,535–
UOSUltraEthereum0.0020710.002086+0.72%–pending––0.8814k–
HMMThinking CatRobinhood0.006790.00684+0.72%–pending––3.3558k–
OMGOMG NetworkEthereum0.0485490.048893+0.71%–pending––0.691,825–
CTCCreditcoinEthereum0.091550.092196+0.71%–pending––1.091,401–
NXPCNexpacenative0.169850.171034+0.70%–pending––0.77616–
RVNRavencoinnative0.0014810.001492+0.68%–pending––1.209,084–
XAIXaiArbitrum0.0084090.008465+0.67%–pending––0.821,197–
AIGENSYN?0.0174630.017568+0.60%–pending––0.880–
ROBINROBINRobinhood0.0004410.000443584+0.59%–pending––3.3574k–
FOGOFogonative0.0042170.004241+0.58%–pending––1.306,972–
RATSGoldenRatBinance Smart Chain0.0000181330.000018236+0.57%–pending––-1.0095k–
RIONHyperionAptos0.078020.078421+0.51%–pending––0.5950k–
BLURBlurEthereum0.0093850.009432+0.50%–pending––1.4033k–
ONGOntology Gasnative0.0795950.07998+0.48%–pending––0.9915–
AGLDAdventure GoldEthereum0.175750.176575+0.47%–pending––0.7639k–
XNONanonative0.346060.347586+0.44%–pending––0.926,478–
ININFINITEthereum0.027730.027851+0.44%–pending––0.901,592–
BGBBitget TokenEthereum1.89251.9004+0.42%–pending––0.682,336–
MOOMemory cow MooRobinhood0.0024650.002475+0.41%–pending––0.7068k–
ANSEMThe Black BullSolana0.09530.095676+0.40%–pending––2.08428k–
MERLMerlin ChainEthereum0.0296550.029769+0.39%–pending––1.2712k–
BILLBillions NetworkEthereum0.0055550.005576+0.38%–pending––0.79588k–
EVAAEVAA ProtocolTON0.54730.549307+0.37%–pending––1.4912k–
GTGateEthereum10.210.2342+0.34%–pending––0.75466k–
KGENKGeNBase0.09850.098823+0.33%–pending––0.462,907–
GNOGnosisEthereum114.779115.143+0.32%–pending––0.675,443–
JOEJOEArbitrum0.0331750.033277+0.31%–pending––1.103,069–
PIPi Networknative0.0794850.07972+0.30%–pending––0.7522k–
RONINRONINSolana0.059060.059212+0.26%–pending––1.431,707–
ZILZilliqaBinance Smart Chain0.0025690.002575+0.26%–pending––0.512,721–
LYXLUKSOEthereum0.2118850.212417+0.25%–pending––0.032,422–
TELTelcoinEthereum0.0014580.001462+0.25%–pending––1.2458k–
QTUMQtumQtum0.880410.882324+0.22%–pending––1.106,149–
MBLMovieBlocOntology0.000719150.000720711+0.22%–pending––0.821,107–
TAGTAGGERBinance Smart Chain0.0004950.000495969+0.20%–pending––0.41381k–
PSGParis Saint-Germain Fan TokenSolana0.43050.431324+0.19%–pending––0.29211k–
ONTOntologynative0.053780.053879+0.18%–pending––0.99895–
XRDRadixnative0.000186250.000186586+0.18%–pending––-0.6658k–
VINUVita InuBinance Smart Chain8.48e-108.49e-10+0.18%–pending––0.5371k–
SLPSmooth Love PotionEthereum0.00057030.000571267+0.17%–pending––1.285,602–
MAVIAHeroes of MaviaEthereum0.026940.026983+0.16%–pending––0.6766–
MINAMina Protocolnative0.0721850.072293+0.15%–pending––1.53706k–
ESEclipseEthereum0.000890.000891327+0.15%–pending––0.454,263–
DIAMDIAMBinance Smart Chain0.0043640.00437+0.14%–pending––0.0344k–
XYMSymbolnative0.0027180.002722+0.13%–pending––0.652,368–
YOMYOMAvalanche0.013740.013758+0.13%–pending––-0.823,022–
BARDLombardEthereum0.112050.112182+0.12%–pending––0.9553k–
BLUECHIPBLUE CHIPBase0.0045250.00453+0.12%–pending––0.23317k–
AIINUAI INUSolana0.0848490.084947+0.11%–pending––0.77118k–
SLXSolsticeSolana0.0503850.050442+0.11%–pending––0.7016k–
MUSEBOOKmusebookRobinhood0.000016810.000016828+0.11%–pending––9.4896k–
CHEEMSCheems TokenBinance Smart Chain4.56e-74.56e-7+0.10%–pending––0.89733–
CAWA Hunters DreamEthereum6.33e-96.33e-9+0.10%–pending––1.309,417–
SUPSuperfluidEthereum0.00028150.000281784+0.10%–pending––0.686,603–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32650.32682+0.10%–pending––0.32179k–
KAGKinesis SilverEthereum27.7427.7639+0.09%–pending––-0.1497k–
MEDMediblocOsmosis0.0015380.001539+0.09%–pending––0.601,636–
CTKShentuOsmosis0.116850.116946+0.08%–pending––0.85106k–
AUCTIONBounceEthereum3.46753.4703+0.08%–pending––0.9331k–
FUELFuel NetworkEthereum0.00076890.000769487+0.08%–pending––0.0750k–
NUMNumbers ProtocolEthereum0.0032240.003227+0.07%–pending––0.3750–
JELLYJELLYJelly-My-JellySolana0.0517760.051813+0.07%–pending––0.2854k–
FFFalcon FinanceEthereum0.109580.109646+0.06%–pending––-0.211,621–
BOMEBOOK OF MEMESolana0.0006350850.000635371+0.05%–pending––1.593,529–
WAVESWavesEthereum0.25340.253485+0.03%–pending––1.0452k–
HEIHeimaEthereum0.1141450.11418+0.03%–pending––0.96766–
LOTLeague of TradersBinance Smart Chain0.0057550.005756+0.03%–pending––0.6251k–
BASEDBasedEthereum0.050860.050871+0.02%–pending––0.8121k–
CERECere NetworkEthereum0.000181950.000181956+0.00%–pending––0.017,275–
UBIKubikRobinhood0.0066750.006675-0.00%–pending––3.4255k–
RIFRootstock Infrastructure FrameworkEthereum0.076250.076248-0.00%–pending––0.72242k–
ADXheyAuraEthereum0.060830.060816-0.02%–pending––0.601,023–
CITYManchester City Fan TokenSolana0.30950.309418-0.03%–pending––0.34234k–
MYROMYROSolana0.0019260.001925-0.04%–pending––1.532,718–
NEONEONeo2.28392.283-0.04%–pending––1.2110k–
TAITARS AISolana0.0037050.003703-0.05%–pending––0.576,903–
IDEXIDEXEthereum0.00026650.000266362-0.05%–pending––-0.216,064–
BANANAS31Banana For ScaleBinance Smart Chain0.0062750.006272-0.05%–pending––0.733,797–
ZBTZEROBASEEthereum0.0702850.070243-0.06%–pending––0.565,813–
OPNOpinionEthereum0.04930.049269-0.06%–pending––0.935,634–
BOBBOB (Build on Bitcoin)Ethereum0.0043050.004302-0.07%–pending––0.124,342–
TRXTRONTron0.3306740.330453-0.07%–pending––0.151.0M–
WCTWalletConnect TokenEthereum0.036170.036145-0.07%–pending––1.0048k–
RAILRailgunEthereum2.3892.3872-0.07%–pending––2.3555k–
HMSTRHamster KombatTON0.00015050.000150388-0.07%–pending––0.871,363–
MOGMog CoinEthereum1.05e-71.05e-7-0.08%–pending––1.7331k–
SPYXSP500 xStockEthereum770.4323769.7716-0.09%–pending––0.10135k–
NEXONEXOEthereum0.81350.812734-0.09%–pending––0.81388k–
DOLODolomiteEthereum0.0249250.0249-0.10%–pending––0.898,202–
SEDASEDAEthereum0.0171950.017178-0.10%–pending––0.24293k–
ALCHAlchemist AISolana0.03720.03716-0.11%–pending––1.48924–
1INCH1INCHEthereum0.09390.0938-0.11%–pending––1.0187k–
TOKENTokenFiEthereum0.0018660.001864-0.11%–pending––1.312,514–
BIGTIMEBig TimeEthereum0.0067550.006748-0.11%–pending––0.9122k–
USTCTerraClassicUSDTerra0.0050450.005039-0.11%–pending––0.82231k–
USUALUsualEthereum0.0107750.010763-0.11%–pending––1.305,716–
RBNTRedbelly Networknative0.0014870.001485-0.12%–pending––0.2955k–
BNTBancor NetworkEthereum0.31290.312524-0.12%–pending––1.057,861–
TOADThe Toad PepeSolana0.0011330.001132-0.13%–pending––1.3353k–
WMTXWorld Mobile TokenSolana0.0209410.020914-0.13%–pending––-0.1425k–
LQTYLiquityEthereum0.20780.207525-0.13%–pending––0.925,209–
WARDWardenBase0.0027350.002731-0.14%–pending––1.014,213–
ZKPzkPassEthereum0.0430450.042985-0.14%–pending––0.775,360–
GLMGolemEthereum0.11780.117632-0.14%–pending––0.8629k–
MITOMitosisBinance Smart Chain0.013120.013101-0.14%–pending––0.76653k–
GOMININGGoMining TokenEthereum0.3780.377458-0.14%–pending––0.5713k–
ACTAct I The AI ProphecySolana0.0091050.009091-0.15%–pending––1.135,748–
NESNesaEthereum0.118320.118139-0.15%–pending––0.121,282–
DGBDigiBytenative0.0033770.003371-0.16%–pending––0.9823k–
ESEEeseeEthereum0.0042220.004214-0.17%–pending––-0.1535k–
BLESSBlessSolana0.0077510.007738-0.17%–pending––1.4719k–
GUNGunzSolana0.0023550.00235-0.20%–pending––0.9413k–
SHIBShiba InuEthereum0.0000051380.000005127-0.20%–pending––1.49594k–
UMAUMAEthereum0.3890250.388241-0.20%–pending––0.9129k–
CARVCARVEthereum0.0347650.034695-0.20%–pending––1.134,057–
TREETreeEthereum0.0388550.038775-0.20%–pending––0.9744k–
ROAMROAM TokenSolana0.0119050.01188-0.21%–pending––0.2530k–
STONKEXThe Stonks ExchangeBase0.0047450.004735-0.21%–pending––2.4449k–
HOLOHoloworldSolana0.058550.058424-0.21%–pending––1.032,798–
DEGENDegenEthereum0.00097150.000969396-0.22%–pending––1.1071k–
FONEapeonfoneSolana0.0037810.003772-0.22%–pending––1.31117k–
XCXXeleb ProtocolBinance Smart Chain0.0023510.002346-0.22%–pending––0.5855k–
GRAMGram (prev. Toncoin)Ethereum1.35531.3523-0.22%–pending––0.819,180–
BABYBabylonnative0.0129150.012887-0.22%–pending––1.00102k–
UPCUPCXEthereum0.130.129712-0.22%–pending––0.083.3M–
TMXTermMaxEthereum0.009420.009398-0.23%–pending––3.147,668–
WETHumidiFiSolana0.05190.051773-0.25%–pending––0.8710k–
ACMAC Milan Fan TokenSolana0.26150.260852-0.25%–pending––0.44207k–
LYNEverlynBinance Smart Chain0.014590.014553-0.26%–pending––0.84361k–
YBYield BasisEthereum0.06290.062739-0.26%–pending––0.6617k–
VOWVowEthereum0.030720.030641-0.26%–pending––0.8454k–
WBTCWrapped BitcoinEthereum82,579.5082,367.45-0.26%–pending––0.9934k–
COAIChainOpera AIBinance Smart Chain0.263450.262772-0.26%–pending––0.8975k–
IDOLMEET48Binance Smart Chain0.0076260.007605-0.26%–pending––0.2651k–
ENSEthereum Name ServiceEthereum5.65655.6416-0.26%–pending––1.68195k–
DOGDog (Bitcoin)Solana0.00091050.000908012-0.27%–pending––1.4993k–
HIGHHighstreetEthereum0.02790.027821-0.28%–pending––0.56114k–
NFTAINFTEthereum2.38e-72.37e-7-0.28%–pending––0.0447k–
HAEDALHaedal ProtocolSui0.018350.018296-0.29%–pending––0.81207k–
DKAdKargoEthereum0.003420.00341-0.30%–pending––0.7441k–
WBETHWrapped Beacon ETHEthereum2,708.912,700.63-0.31%–pending––1.21767k–
DRBDebtReliefBotBase0.000158950.000158451-0.31%–pending––2.84183k–
QUAIQuai Networknative0.007680.007655-0.32%–pending––0.6911k–
APTMApertumnative0.050440.050277-0.32%–pending––-0.1484k–
ESPORTSYooldo GamesBinance Smart Chain0.0085050.008477-0.32%–pending––0.3237k–
WLFIWorld Liberty FinancialEthereum0.054710.054531-0.33%–pending––0.33494k–
REQRequestEthereum0.0521850.052009-0.34%–pending––0.5820k–
TEATea ProtocolEthereum0.000040140.000040003-0.34%–pending––-0.05806k–
ROBOFabric ProtocolEthereum0.0062450.006223-0.35%–pending––1.0984k–
BDXBeldexBinance Smart Chain0.0738550.073599-0.35%–pending––-0.01466k–
STRAXXertranative0.010430.010393-0.35%–pending––0.922,851–
ASSETREALEthereum0.180420.179787-0.35%–pending––0.021,201–
SOMISomnianative0.190050.18938-0.35%–pending––0.7216k–
CHZChilizEthereum0.0139940.013945-0.36%–pending––1.0461k–
IRYSIrysEthereum0.0145250.014473-0.36%–pending––0.6225k–
LMWRLimeWireEthereum0.0099250.009889-0.36%–pending––0.326,331–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum778.42775.616-0.36%–pending––0.10144k–
KNCKyber Network CrystalEthereum0.12680.126341-0.36%–pending––0.9013k–
EVEverythingEthereum0.000250650.000249737-0.36%–pending––0.431,755–
OGOG Fan TokenSolana2.61052.601-0.37%–pending––0.48329k–
SNTStatusEthereum0.007240.007213-0.37%–pending––1.4148k–
HOTHoloEthereum0.00037770.000376283-0.38%–pending––0.9613k–
OFCOneFootball CreditsEthereum0.00620.006177-0.38%–pending––0.5554k–
ENSOEnsoEthereum0.6630.660498-0.38%–pending––0.5417k–
BSBBlock StreetEthereum0.0901150.08977-0.38%–pending––1.02372k–
SSVSSV NetworkEthereum2.60152.5915-0.39%–pending––1.292,105–
TAIKOTaikoEthereum0.07480.07451-0.39%–pending––0.7942k–
LUNATerraTerra 20.000047580.000047393-0.39%–pending––0.97147k–
GENIUSGeniusBinance Smart Chain0.30710.305891-0.39%–pending––-0.1012k–
AEVOAevoEthereum0.0229250.022832-0.41%–pending––0.867,660–
LRCLoopringEthereum0.0087060.00867-0.41%–pending––0.7524k–
UPUnitasEthereum0.056630.056393-0.42%–pending––0.1966k–
VRAVerasityEthereum0.0000086110.000008574-0.42%–pending––1.8014k–
BNSOLBinance Staked SOLSolana120.55120.037-0.43%–pending––1.25466k–
SHROOMMUSHROOMRobinhood0.004570.00455-0.43%–pending––3.3589k–
LONGXIA?0.021890.021796-0.43%–pending––1.354.4M–
MIRAMiraBase0.04520.045005-0.43%–pending––1.085,480–
ELONDogelon MarsEthereum2.93e-82.92e-8-0.43%–pending––1.1428k–
SFPSafePalEthereum0.25430.253196-0.43%–pending––0.8946k–
TOPTOP PROTOCOLBinance Smart Chain0.00006980.000069497-0.43%–pending––0.0020k–
TFUELTheta Fuelnative0.0091210.009081-0.44%–pending––1.0423k–
BARFC Barcelona Fan TokenSolana0.26750.266323-0.44%–pending––0.40218k–
DEXEDeXeEthereum1.78851.7806-0.44%–pending––-0.011.2M–
PLAYPlaysOutBase0.0173880.017311-0.45%–pending––0.3658k–
CGNCygnusBase0.0020280.002019-0.45%–pending––-0.0253k–
0G0GEthereum0.23650.235443-0.45%–pending––0.8839k–
VSYSV.SYSTEMSnative0.00025080.000249674-0.45%–pending––0.1371k–
CESWhalebitPolygon0.1870.186159-0.45%–pending––0.4497k–
HANAHana NetworkBinance Smart Chain0.0120320.011978-0.46%–pending––-0.0168k–
PROMPTWayfinderEthereum0.01690.016823-0.46%–pending––0.82126k–
LUNCTerra Luna Classicnative0.000046240.000046029-0.46%–pending––1.0721k–
BLUEBluefinSui0.0090780.009037-0.46%–pending––0.893,977–
YGGYield Guild GamesEthereum0.02520.025084-0.46%–pending––1.1025k–
RACARadio CacaEthereum0.0000126850.000012626-0.47%–pending––0.4751k–
MANTLE?0.53820.535693-0.47%–pending––0.94320k–
MEMagic EdenSolana0.0620250.061734-0.47%–pending––1.1378k–
MANYUManyuEthereum3.62e-93.60e-9-0.47%–pending––1.3362k–
KLVKleverKlever Blockchain0.00056520.000562533-0.47%–pending––-0.1247k–
HPHippo Protocolnative0.0076940.007658-0.47%–pending––0.7021k–
PLAIPlayMindSolana0.0017010.001693-0.48%–pending––0.0241k–
STORMStorm TradeTON0.0027180.002705-0.48%–pending––0.4072k–
PORPortugal National Team Fan TokenSolana0.068780.068449-0.48%–pending––0.4111k–
TWTTrust WalletBinance Smart Chain0.46770.465417-0.49%–pending––0.71558k–
XMRMoneroMonero586.235583.3621-0.49%–pending––0.443.1M–
MANTRAMANTRAnative0.0040280.004009-0.50%–pending––0.7915k–
WILDWilder WorldEthereum0.012280.012219-0.50%–pending––1.6651k–
ASMAssemble AIEthereum0.006080.00605-0.50%–pending––0.3932k–
HHumanityEthereum0.0579180.057629-0.50%–pending––-0.988,181–
TOWNMoltbook TownSolana0.00010240.000101888-0.50%–pending––-0.3862k–
ATMAtletico Madrid Fan TokenSolana1.00050.995458-0.50%–pending––0.32280k–
ARPAARPAEthereum0.0105570.010504-0.51%–pending––0.7324k–
BCHSVBitcoin Cash SV18.1718.0778-0.51%–pending––1.00363k–
IDSPACE IDEthereum0.033250.033079-0.52%–pending––0.86317k–
BERTBertram The PomeranianSolana0.0132760.013207-0.52%–pending––2.4111k–
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.