8=======>

2026-10-22 · +1d

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
EMBERembercurveSolana0.0021020.002113+0.55%–pending––1.4585k–
SOPHSophonEthereum0.0016050.001614+0.54%–pending––0.58498k–
APRCapricornEthereum0.027450.027535+0.31%–pending––0.44308k–
PIPEDOGpipedogRobinhood0.00054110.000542717+0.30%–pending––1.6778k–
FRONGfrongRobinhood0.0018140.001819+0.25%–pending––0.7257k–
UOSUltraEthereum0.0024260.002431+0.20%–pending––0.9415k–
PROLOGUEPrologueRobinhood0.0012030.001205+0.18%–pending––3.1565k–
BREWBREWBinance Smart Chain0.0044970.004504+0.16%–pending––0.3285k–
UNIONUNION0.00012280.000122957+0.13%–pending––0.767,774–
LONGXIA?0.021060.02108+0.10%–pending––1.353.7M–
SISuper InuSolana0.0120050.012014+0.08%–pending––1.00281k–
DARKDarkwoodsRobinhood0.0011180.001118+0.03%–pending––1.0075k–
SHROOMMUSHROOMRobinhood0.004640.004641+0.01%–pending––3.3983k–
BLURBlurEthereum0.0092060.009206+0.00%–pending––1.4137k–
UUnited StablesEthereum0.0001150.000114985-0.01%–pending––1.002,397–
OVPPOpenVPP [Old]Ethereum0.00090550.000905224-0.03%–pending––2.2458k–
UMXUMX0.0418450.041828-0.04%–pending––0.2087k–
FUELFuel NetworkEthereum0.000776050.000775634-0.05%–pending––0.0350k–
COOKIECookie DAOEthereum0.0096280.009622-0.06%–pending––1.2332k–
CBKCobakEthereum0.19220.191994-0.11%–pending––0.7146k–
LEOLEO TokenEthereum9.00238.9921-0.11%–pending––0.04143k–
NESNesaEthereum0.1157250.115589-0.12%–pending––0.081,282–
ZILZilliqaBinance Smart Chain0.0024180.002415-0.12%–pending––0.492,991–
MITOMitosisBinance Smart Chain0.0100450.010032-0.13%–pending––0.69653k–
CARVCARVEthereum0.03590.035852-0.13%–pending––1.144,057–
SAPIENSapienBase0.0592450.059163-0.14%–pending––0.6938k–
MAMOMamoBase0.0072260.007216-0.14%–pending––0.85501k–
IDEXIDEXEthereum0.00023750.00023715-0.15%–pending––-0.247,295–
PAIRPairPunkSolana0.0010090.001007-0.15%–pending––2.6260k–
GTGateEthereum10.32510.3093-0.15%–pending––0.75434k–
SUNSun TokenTron0.016540.016515-0.15%–pending––-0.190–
MEMEROBINHOOD?0.0088870.008873-0.16%–pending––0.0899k–
CTKShentuOsmosis0.119150.11896-0.16%–pending––0.85106k–
ADXheyAuraEthereum0.061780.061679-0.16%–pending––0.60842–
BLUECHIPBLUE CHIPBase0.0044850.004478-0.16%–pending––0.19313k–
GHUBGemHUBKlay Token0.002920.002915-0.17%–pending––0.3545k–
CERECere NetworkEthereum0.00018060.000180285-0.17%–pending––0.017,275–
TRXTRONTron0.3304460.329867-0.18%–pending––0.151.0M–
PIPEPipe NetworkSolana0.0255150.025469-0.18%–pending––0.130–
GPGraphite ProtocolSolana0.0012320.00123-0.18%–pending––1.0061k–
RWAINC?0.0017460.001743-0.18%–pending––0.6917k–
ZRX0x ProtocolEthereum0.113150.112938-0.19%–pending––1.0892k–
NEXONEXOEthereum0.82450.822948-0.19%–pending––0.83377k–
SAFFRONFI?102.67102.4739-0.19%–pending––0.8618k–
QUBICQubicnative4.33e-74.32e-7-0.19%–pending––0.19263k–
HOLOHoloworldSolana0.05950.059384-0.19%–pending––1.052,729–
SMARTSmartCodedBotBase0.0043240.004316-0.19%–pending––0.19143k–
SAHARASahara AIEthereum0.0078350.007819-0.20%–pending––1.265,898–
AIXBTaixbtEthereum0.0200050.019964-0.21%–pending––1.325,095–
FOGOFogonative0.004290.004281-0.21%–pending––1.297,215–
OGPUOPEN GPUEthereum0.031160.031095-0.21%–pending––0.8826k–
OMGOMG NetworkEthereum0.0506940.050589-0.21%–pending––0.581,825–
CSPRCasper Networknative0.0022720.002267-0.22%–pending––0.5539k–
PIPPINpippinSolana0.0162760.01624-0.22%–pending––1.04156k–
CHEEMSCheems TokenBinance Smart Chain4.62e-74.61e-7-0.22%–pending––0.89733–
BLENDFluentEthereum0.05190.051785-0.22%–pending––0.6017k–
NEIRONeiroEthereum0.000073380.000073215-0.22%–pending––1.696,536–
GASGasNeo1.2771.2741-0.22%–pending––1.03715–
LRCLoopringEthereum0.0087510.008731-0.23%–pending––0.7823k–
ZANOZanoZano4.0083.9989-0.23%–pending––0.48440k–
BANANABanana GunEthereum3.59553.5871-0.23%–pending––0.680–
SOCKSockBinance Smart Chain0.000071650.000071483-0.23%–pending––-1.6452k–
LAZIOLazio Fan TokenBinance Smart Chain0.4130.412022-0.24%–pending––0.50241k–
2ZDoubleZeroSolana0.03190.031824-0.24%–pending––1.21158k–
FUNFUNTokenEthereum0.016090.016051-0.24%–pending––0.5925k–
RATSGoldenRatBinance Smart Chain0.0000187520.000018706-0.24%–pending––-0.9895k–
NCTPolySwarmEthereum0.009110.009088-0.24%–pending––1.0653k–
MMTMomentumSui0.145150.144799-0.24%–pending––0.98478k–
LAYERSolayerSolana0.0677650.067601-0.24%–pending––0.9611k–
ZIGZIG FinanceEthereum0.0481350.048018-0.24%–pending––0.8547k–
DAGConstellationnative0.0060330.006019-0.24%–pending––0.3422k–
RACARadio CacaEthereum0.000012790.000012759-0.24%–pending––0.4751k–
APEXAPEXEthereum0.23730.236719-0.24%–pending––1.2068k–
GMGM.AISolana0.00070750.000705765-0.25%–pending––1.0073k–
OGOG Fan TokenSolana2.622.6135-0.25%–pending––0.47324k–
TELTelcoinEthereum0.001460.001457-0.25%–pending––1.2160k–
ERGErgonative0.30790.307124-0.25%–pending––1.3457k–
OKBOKBEthereum116.075115.7823-0.25%–pending––0.4910k–
SDStaderEthereum0.119750.119446-0.25%–pending––0.9059k–
ZBTZEROBASEEthereum0.071420.071236-0.26%–pending––0.565,406–
PYBOBOCapyboboSolana0.000601650.000600099-0.26%–pending––-0.1552k–
LABLABBinance Smart Chain0.044870.044753-0.26%–pending––1.12770k–
GLMGolemEthereum0.11760.117294-0.26%–pending––0.8629k–
XPINXPIN NetworkBinance Smart Chain0.00073290.000730978-0.26%–pending––0.0992k–
XEMNEMnative0.000345850.000344933-0.27%–pending––0.743,984–
TREETreeEthereum0.039630.039525-0.27%–pending––0.9944k–
FHEMind NetworkEthereum0.0183450.018296-0.27%–pending––0.7523k–
BABYDOGEBaby Doge CoinEthereum3.70e-103.69e-10-0.27%–pending––1.0263k–
GPSGoPlus SecurityBase0.008640.008617-0.27%–pending––-0.32383k–
KDXKriyaSui0.009120.009096-0.27%–pending––0.33220k–
DBRdeBridgeSolana0.017410.017363-0.27%–pending––0.2460k–
AIADeAgentAISui0.0743250.074124-0.27%–pending––0.2992k–
ONEONEchainBinance Smart Chain0.1037150.103433-0.27%–pending––-0.356,101–
PROPropyEthereum0.346450.345506-0.27%–pending––0.53147k–
BOMEBOOK OF MEMESolana0.00063850.000636742-0.28%–pending––1.612,950–
UBUnibaseEthereum0.1320650.131697-0.28%–pending––0.8654k–
ETHEthereumEthereum2,479.012,472.07-0.28%–pending––1.23215.4M–
ULTIMAUltimaBinance Smart Chain1,416.411,412.40-0.28%–pending––0.19254k–
MOVRMoonriverBase1.23051.227-0.28%–pending––1.2084k–
IDOLMEET48Binance Smart Chain0.008020.007997-0.28%–pending––0.2752k–
WBTCWrapped BitcoinEthereum84,101.1583,861.89-0.28%–pending––0.9934k–
APTMApertumnative0.0523350.052186-0.28%–pending––-0.1484k–
HAJIMI?0.02160.021538-0.29%–pending––1.0553k–
HYPERHyperlaneEthereum0.06330.063119-0.29%–pending––1.079,791–
BELBella ProtocolEthereum0.113550.113225-0.29%–pending––0.85265k–
TRACOriginTrailEthereum0.39850.397357-0.29%–pending––1.10483k–
USTalusSui0.005850.005833-0.29%–pending––0.66459k–
CHZChilizEthereum0.0141010.014061-0.29%–pending––1.0361k–
AIArtificial InuRobinhood0.018170.018117-0.29%–pending––0.9444k–
Oo1.exchangeBase0.434340.433079-0.29%–pending––0.4483k–
RECALLRecallBase0.0377840.037675-0.29%–pending––0.6448k–
HMMThinking CatRobinhood0.0072250.007203-0.29%–pending––3.3659k–
CLOREClore.ainative0.002020.002014-0.29%–pending––0.3758k–
WEMIXWEMIXnative0.18360.183062-0.29%–pending––0.123,198–
ROBINROBINRobinhood0.00042990.000428636-0.29%–pending––3.2371k–
STABLE​​StableHyperliquid0.0262150.026138-0.29%–pending––0.359,674–
GALAGALAEthereum0.0019520.001946-0.29%–pending––1.64128k–
REQRequestEthereum0.051860.051707-0.29%–pending––0.5621k–
SSVSSV NetworkEthereum2.5972.5893-0.30%–pending––1.341,919–
SIRENSirenBinance Smart Chain0.0397250.039607-0.30%–pending––0.66362k–
MLCMy Lovely CoinSolana0.010420.010389-0.30%–pending––0.5724k–
BZRBazaarsEthereum71.89371.6794-0.30%–pending––0.94224k–
UMAUMAEthereum0.388590.387431-0.30%–pending––0.9129k–
CESWhalebitPolygon0.18580.185244-0.30%–pending––0.4597k–
LUNCTerra Luna Classicnative0.0000467150.000046575-0.30%–pending––1.0623k–
PORPortugal National Team Fan TokenSolana0.069460.069252-0.30%–pending––0.4014k–
GWEIETHGasEthereum0.0210240.020961-0.30%–pending––0.97168k–
SFPSafePalEthereum0.255950.255178-0.30%–pending––0.9046k–
GIGGLEGiggle FundBinance Smart Chain33.2333.1295-0.30%–pending––0.551.5M–
ZESTZest ProtocolEthereum0.1804950.179947-0.30%–pending––0.53188k–
BARFC Barcelona Fan TokenSolana0.26750.266687-0.30%–pending––0.41222k–
BDXBeldexBinance Smart Chain0.0732950.073072-0.30%–pending––-0.00471k–
SNTStatusEthereum0.007390.007367-0.31%–pending––1.4349k–
AUDDAustralian Digital DollarEthereum0.706550.704381-0.31%–pending––0.0910k–
BRISEBitgertEthereum1.31e-81.31e-8-0.31%–pending––0.6985k–
NANOnanopayBase0.342490.341437-0.31%–pending––0.9427k–
CACoupon AssetsEthereum0.2512950.250514-0.31%–pending––0.1559k–
XNONanonative0.342660.341594-0.31%–pending––0.946,478–
SXTSpace and TimeEthereum0.0083690.008343-0.31%–pending––0.9094k–
PIPi Networknative0.0788950.078648-0.31%–pending––0.7423k–
BLUEBluefinSui0.0090860.009058-0.31%–pending––0.903,977–
NIULAI?0.062740.062542-0.32%–pending––1.54954k–
ESPORTSYooldo GamesBinance Smart Chain0.0083150.008289-0.32%–pending––0.4236k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32750.326465-0.32%–pending––0.32179k–
PORTOFC PortoBinance Smart Chain0.4560.454559-0.32%–pending––0.42191k–
CCDConcordiumnative0.0032590.003249-0.32%–pending––0.2042k–
KGENKGeNBase0.104850.104518-0.32%–pending––0.513,182–
WALWalrusSui0.039730.039604-0.32%–pending––1.0869k–
NMRNumeraireEthereum11.3311.2941-0.32%–pending––0.52528k–
HIGHHighstreetEthereum0.028790.028698-0.32%–pending––0.62114k–
CHILLGUYJust a chill guySolana0.0103250.010292-0.32%–pending––1.361,336–
IDSPACE IDEthereum0.033150.033044-0.32%–pending––0.89289k–
ZYLOZylo EcosystemSolana0.021220.021152-0.32%–pending––-0.2382k–
RIFRootstock Infrastructure FrameworkEthereum0.075550.075308-0.32%–pending––0.67212k–
SPELLSpellEthereum0.000087450.00008717-0.32%–pending––0.8359k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum777.96775.4653-0.32%–pending––0.10148k–
JOEJOEArbitrum0.0332450.033138-0.32%–pending––1.103,069–
RVNRavencoinnative0.001480.001475-0.32%–pending––1.2010k–
BIANRENSHENG?0.511950.510293-0.32%–pending––0.731.2M–
ORAIOraichainEthereum0.5051250.503489-0.32%–pending––0.9313k–
TAITARS AISolana0.003690.003678-0.33%–pending––0.596,338–
TFUELTheta Fuelnative0.0091560.009126-0.33%–pending––1.0425k–
TENDIESTENDIESRobinhood0.0038150.003803-0.33%–pending––2.6261k–
ASRAS Roma Fan TokenSolana0.80650.803857-0.33%–pending––0.46185k–
GOMININGGoMining TokenEthereum0.38870.387425-0.33%–pending––0.5812k–
MOEMOEMantle0.0003240.000322936-0.33%–pending––1.0043k–
HAEDALHaedal ProtocolSui0.018660.018599-0.33%–pending––0.80181k–
XNYCodattaBinance Smart Chain0.0056610.005642-0.33%–pending––0.2422k–
TCOMTCOM GlobalBinance Smart Chain0.0080140.007988-0.33%–pending––-0.1770k–
PSGParis Saint-Germain Fan TokenSolana0.4310.429581-0.33%–pending––0.30214k–
STORJStorjEthereum0.0244650.024384-0.33%–pending––1.3431k–
ARTXARTX0.0937050.093396-0.33%–pending––0.6156k–
KAGKinesis SilverEthereum26.87526.7864-0.33%–pending––-0.1498k–
ACTAct I The AI ProphecySolana0.009130.0091-0.33%–pending––1.125,366–
AIGENSYN?0.0181460.018086-0.33%–pending––0.930–
DEPDEAPCOINEthereum0.00099480.000991496-0.33%–pending––-0.0479k–
BICOBiconomyEthereum0.0170590.017003-0.33%–pending––1.18218k–
CGPTChainGPTEthereum0.0214850.021413-0.33%–pending––0.90371k–
GAIBGAIBEthereum0.019660.019594-0.34%–pending––-0.642,225–
ANIMEAnimecoinEthereum0.0028890.002879-0.34%–pending––1.146,958–
DGBDigiBytenative0.0034030.003392-0.34%–pending––1.0025k–
MANYUManyuEthereum3.66e-93.65e-9-0.34%–pending––1.4062k–
SLPSmooth Love PotionEthereum0.000572750.000570817-0.34%–pending––1.305,898–
PUNDIXPundi XEthereum0.102850.102502-0.34%–pending––1.0612k–
KNCKyber Network CrystalEthereum0.128650.128213-0.34%–pending––0.9213k–
GMTGMTEthereum0.0075310.007505-0.34%–pending––1.2726k–
HOMEHOMESolana0.0051550.005137-0.34%–pending––0.72118k–
JIMOTHYJimothy The RaccoonSolana0.0024830.002474-0.34%–pending––1.9763k–
WOOWOOEthereum0.0109950.010957-0.34%–pending––1.2210k–
AEONAEONBinance Smart Chain0.0370.036873-0.34%–pending––0.31479k–
CGNCygnusBase0.0020180.002011-0.35%–pending––-0.0454k–
LADYSMilady Meme CoinEthereum6.40e-96.37e-9-0.35%–pending––1.36695–
MOOMemory cow MooRobinhood0.0027340.002725-0.35%–pending––0.7966k–
HIPPOsudengSui0.0001470.000146489-0.35%–pending––0.9416k–
BASBNB Attestation ServiceBinance Smart Chain0.0183650.018301-0.35%–pending––0.2951k–
LPTLivepeerEthereum1.68531.6794-0.35%–pending––1.27153k–
SANTOSSantos FC Fan TokenBinance Smart Chain0.4740.472352-0.35%–pending––0.56138k–
LIGHTBitlightBinance Smart Chain0.2208650.220097-0.35%–pending––0.41100k–
ARPAARPAEthereum0.0105750.010539-0.35%–pending––0.7521k–
BREVBrevisEthereum0.077450.077179-0.35%–pending––0.929,689–
ESEclipseEthereum0.0008750.000871932-0.35%–pending––0.404,263–
CEEKCEEK Smart VREthereum0.0026360.002627-0.35%–pending––0.4951k–
RESOLVResolvEthereum0.0174750.017413-0.35%–pending––0.99341k–
ENSOEnsoEthereum0.6990.696529-0.35%–pending––0.5817k–
META2META216.22116.1636-0.35%–pending––1.160–
DOSDAPPOSEthereum0.20920.208458-0.35%–pending––0.7334k–
WBTWhiteBIT CoinEthereum81.7881.4896-0.36%–pending––1.0947k–
ROSEOasisBinance Smart Chain0.0078340.007806-0.36%–pending––1.03148k–
MERLMerlin ChainEthereum0.029580.029475-0.36%–pending––1.2811k–
CITYManchester City Fan TokenSolana0.31150.310391-0.36%–pending––0.35234k–
NEXNexusEthereum6.75e-76.73e-7-0.36%–pending––0.5716k–
WAVESWavesEthereum0.25050.249608-0.36%–pending––1.0653k–
ONTOntologynative0.054380.054186-0.36%–pending––0.981,317–
NEIROCTO?0.000073370.000073108-0.36%–pending––1.7655k–
BANANAS31Banana For ScaleBinance Smart Chain0.0064050.006382-0.36%–pending––0.773,481–
DEXEDeXeEthereum1.79451.788-0.36%–pending––0.431.2M–
EULEulerEthereum1.20151.1972-0.36%–pending––1.2162k–
BGBBitget TokenEthereum1.93351.9264-0.36%–pending––0.682,336–
CYBERCYBEREthereum0.3350.333775-0.37%–pending––1.073,247–
TROLLSOL?0.0330850.032963-0.37%–pending––2.2469k–
FOLDThe InterfoldEthereum0.049250.049069-0.37%–pending––0.8728k–
XANAnomaEthereum0.009410.009375-0.37%–pending––1.12159k–
SONICSonic SVMSolana0.022970.022885-0.37%–pending––1.31907–
RWAAlloBinance Smart Chain0.0012790.001274-0.37%–pending––0.4547k–
KTAKeetaBase0.07190.071635-0.37%–pending––0.68104k–
BLESSBlessSolana0.008060.00803-0.37%–pending––1.4617k–
NUMINUMINE TokenEthereum0.0231150.02303-0.37%–pending––0.0474k–
TMXTermMaxEthereum0.010120.010082-0.37%–pending––3.227,668–
BERABerachainnative0.180330.17966-0.37%–pending––1.32221k–
SKYAISkyAIBinance Smart Chain0.033570.033445-0.37%–pending––1.67247k–
ATLA?115.9674115.5355-0.37%–pending––0.17356k–
ACUAcurastEthereum0.10380.103412-0.37%–pending––0.7132k–
ALUAlturaBase0.003980.003966-0.37%–pending––1.9440k–
FONEapeonfoneSolana0.0034130.003401-0.38%–pending––1.27117k–
GUNGunzSolana0.0023450.002336-0.38%–pending––0.9413k–
CBETHCoinbase Wrapped Staked ETHEthereum2,830.072,819.42-0.38%–pending––1.22845k–
QTUMQtumQtum0.8907450.887383-0.38%–pending––1.086,931–
MAPMAP0.0034850.003472-0.38%–pending––0.15145k–
KLVKleverKlever Blockchain0.000576250.000574065-0.38%–pending––-0.1248k–
STORMStorm TradeTON0.0027160.002706-0.38%–pending––0.4072k–
DOGDog (Bitcoin)Solana0.00093050.000926964-0.38%–pending––1.5191k–
MUSEBOOKmusebookRobinhood0.000017240.000017174-0.38%–pending––9.5391k–
AEVOAevoEthereum0.0232450.023156-0.38%–pending––0.877,660–
XEFXeffynative0.0043120.004295-0.38%–pending––-0.34167k–
SATSSATS (Ordinals)Ordinals1.09e-81.08e-8-0.38%–pending––1.0446k–
HANAHana NetworkBinance Smart Chain0.0122960.012249-0.38%–pending––-0.0468k–
DOLODolomiteEthereum0.025550.025452-0.39%–pending––0.908,202–
HOTHoloEthereum0.000384750.000383268-0.39%–pending––0.9713k–
BANComedianSolana0.0599850.059753-0.39%–pending––0.6445k–
ELONDogelon MarsEthereum2.96e-82.95e-8-0.39%–pending––1.1429k–
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.