8=======>

2026-10-18 · +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
BONERBoner CoinRobinhood0.013690.014081+2.86%–pending––3.9064k–
XEMNEMnative0.000296950.000305223+2.79%–pending––0.683,710–
ARGUSArgusArc0.0057160.005847+2.31%–pending––-1.68106k–
BANANABanana GunEthereum3.5053.5838+2.25%–pending––0.730–
PIPEDOGpipedogRobinhood0.0006410.000655002+2.18%–pending––1.6882k–
XRDRadixnative0.00015550.000158793+2.12%–pending––-0.7556k–
SUPSuperfluidEthereum0.0002350.000239589+1.95%–pending––0.696,452–
USTalusSui0.005760.00587+1.90%–pending––0.60459k–
PROLOGUEPrologueRobinhood0.0036380.003706+1.88%–pending––3.8468k–
BLURBlurEthereum0.0096280.009809+1.88%–pending––1.3832k–
RATSGoldenRatBinance Smart Chain0.0000167110.000017023+1.87%–pending––-1.0478k–
SOCKSockBinance Smart Chain0.0000717950.000073126+1.85%–pending––-1.8154k–
TENDIESTENDIESRobinhood0.00350.003565+1.85%–pending––2.2061k–
UNIONUNION0.000147750.000150452+1.83%–pending––0.8613k–
TOLLYTollyArc0.0012130.001233+1.64%–pending––-1.6871k–
TAGTAGGERBinance Smart Chain0.000474250.000481729+1.58%–pending––0.39458k–
UUnited StablesEthereum0.00014850.0001508+1.55%–pending––1.112,775–
INTCXIntel xStockEthereum89.52590.8515+1.48%–pending––0.63114k–
LYNEverlynBinance Smart Chain0.0128550.013043+1.46%–pending––0.87361k–
HEMIHemiEthereum0.0050610.005135+1.46%–pending––1.340–
KGENKGeNBase0.08810.089383+1.46%–pending––0.442,698–
IDEXIDEXEthereum0.00024650.000250032+1.43%–pending––-0.196,064–
PLAYPlaysOutBase0.0152360.015449+1.40%–pending––0.4064k–
AIINUAI INUSolana0.0832340.084392+1.39%–pending––0.78119k–
XCHChianative1.571.5918+1.39%–pending––0.853,340–
MSFTXMicrosoft xStockEthereum526.7454533.842+1.35%–pending––0.096,748–
SOPHSophonEthereum0.0021150.002143+1.34%–pending––0.64593k–
COINXCoinbase xStockEthereum172.905175.0512+1.24%–pending––1.4863k–
SUNSun TokenTron0.0164670.016663+1.19%–pending––-0.180–
LUMIALumiaEthereum0.0936450.094742+1.17%–pending––0.8627–
RVNRavencoinnative0.0014080.001424+1.17%–pending––1.189,084–
ARCAI Rig ComplexSolana0.041270.041746+1.15%–pending––-0.2510k–
SUEcat wif helmetSolana0.00038920.000393674+1.15%–pending––4.3055k–
EMBERembercurveSolana0.0030050.003039+1.14%–pending––1.6992k–
MOCAMoca NetworkEthereum0.0083350.008428+1.10%–pending––0.722,178–
FRONGfrongRobinhood0.0024350.002461+1.08%–pending––0.7659k–
PIPEPipe NetworkSolana0.0261650.026447+1.08%–pending––0.130–
AICAI CompanionsBinance Smart Chain0.0146560.014812+1.07%–pending––0.1359k–
MLKMiL.kArbitrum0.038710.039119+1.06%–pending––0.89167–
NXPCNexpacenative0.16040.162075+1.04%–pending––0.73616–
XAIXaiArbitrum0.0080360.00812+1.04%–pending––0.831,197–
LADYSMilady Meme CoinEthereum6.03e-96.09e-9+1.03%–pending––1.351,525–
IQIQEthereum0.000756450.000764243+1.03%–pending––0.66705–
UMXMManadiaBinance Smart Chain0.048050.04854+1.02%–pending––-1.24585–
STONKEXThe Stonks ExchangeBase0.00420.004243+1.01%–pending––2.5250k–
ALCHAlchemist AISolana0.035630.035987+1.00%–pending––1.40924–
ININFINITEthereum0.02670.026958+0.97%–pending––0.922,468–
MOOMemory cow MooRobinhood0.0026270.002652+0.96%–pending––0.6069k–
NODENodeOpsEthereum0.005220.005267+0.91%–pending––-0.0093–
MEMEROBINHOOD?0.0109010.011+0.90%–pending––0.26105k–
PAIRPairPunkSolana0.0012250.001236+0.86%–pending––2.7163k–
NUMNumbers ProtocolEthereum0.0030280.003054+0.85%–pending––0.4150–
LYXLUKSOEthereum0.220340.222205+0.85%–pending––0.022,459–
BILLBillions NetworkEthereum0.0060.006051+0.84%–pending––0.68588k–
MLCMy Lovely CoinSolana0.0124450.01255+0.84%–pending––0.5717k–
MINAMina Protocolnative0.0720350.072635+0.83%–pending––1.54888k–
AIGENSYN?0.0168730.017012+0.82%–pending––0.930–
FONEapeonfoneSolana0.0035880.003617+0.81%–pending––1.36122k–
BREWBREWBinance Smart Chain0.0052940.005337+0.81%–pending––0.4599k–
RIONHyperionAptos0.0842750.084926+0.77%–pending––0.5849k–
EVAAEVAA ProtocolTON0.548550.552767+0.77%–pending––1.4418k–
4STOCK4StockBinance Smart Chain0.00320.003224+0.77%–pending––3.93219k–
IDOLMEET48Binance Smart Chain0.0070770.00713+0.74%–pending––0.2252k–
XNONanonative0.3382150.34071+0.74%–pending––0.756,478–
CTCCreditcoinEthereum0.08890.089549+0.73%–pending––1.091,401–
44Binance Smart Chain0.0128950.012987+0.72%–pending––1.11226k–
HAJIMI?0.019180.019317+0.71%–pending––0.9753k–
OMGOMG NetworkEthereum0.0495660.049918+0.71%–pending––0.751,444–
HMMThinking CatRobinhood0.0074760.007528+0.69%–pending––3.3561k–
MAVIAHeroes of MaviaEthereum0.0259750.026153+0.69%–pending––0.6629–
RNBWRainbowBase0.0220250.022166+0.64%–pending––0.82294–
DKAdKargoEthereum0.0033970.003417+0.60%–pending––0.7542k–
ETHWEthereumPoWnative0.23450.235874+0.59%–pending––1.101,324–
HEIHeimaEthereum0.106830.107454+0.58%–pending––0.88809–
FOGOFogonative0.0038250.003846+0.57%–pending––1.286,972–
APRCapricornEthereum0.02930.029466+0.57%–pending––0.46236k–
AGLDAdventure GoldEthereum0.169950.170868+0.54%–pending––0.8045k–
ZILZilliqaBinance Smart Chain0.0026420.002657+0.53%–pending––0.543,586–
NIULAI?0.0587650.059074+0.53%–pending––1.53977k–
BOMEBOOK OF MEMESolana0.000621230.000624416+0.51%–pending––1.544,955–
BGBBitget TokenEthereum1.86151.8706+0.49%–pending––0.692,776–
CLOYei FinanceSei V20.042370.042577+0.49%–pending––-0.21129k–
CAWA Hunters DreamEthereum6.30e-96.33e-9+0.48%–pending––1.309,417–
ADXheyAuraEthereum0.0603950.060683+0.48%–pending––0.631,023–
CTKShentuOsmosis0.1130.113535+0.47%–pending––0.85102k–
CESWhalebitPolygon0.17120.172001+0.47%–pending––0.3794k–
MICRODUCKmicroduckRobinhood0.0017860.001794+0.47%–pending––0.9060k–
UOSUltraEthereum0.0024850.002497+0.46%–pending––0.8612k–
USELESSUseless CoinSolana0.1441950.144839+0.45%–pending––2.504.2M–
PSGParis Saint-Germain Fan TokenSolana0.42950.431386+0.44%–pending––0.29228k–
GTGateEthereum9.96510.0085+0.44%–pending––0.74490k–
META2META217.67717.7533+0.43%–pending––1.140–
QTUMQtumQtum0.8585150.862213+0.43%–pending––1.075,616–
LONGXIA?0.020880.020967+0.42%–pending––1.334.8M–
SLXSolsticeSolana0.0476250.047823+0.42%–pending––0.7216k–
GASGasNeo1.23621.2412+0.41%–pending––1.02901–
AUCTIONBounceEthereum3.25833.2716+0.41%–pending––0.9436k–
JOEJOEArbitrum0.031770.031899+0.41%–pending––1.093,791–
TACTACTON0.0011740.001178+0.40%–pending––0.9120k–
TMXTermMaxEthereum0.0089450.008979+0.38%–pending––3.167,668–
MBLMovieBlocOntology0.000703650.000706182+0.36%–pending––0.821,107–
OVPPOpenVPP [Old]Ethereum0.0012290.001233+0.36%–pending––2.3062k–
TELTelcoinEthereum0.0015530.001559+0.35%–pending––1.2356k–
CHEEMSCheems TokenBinance Smart Chain4.43e-74.44e-7+0.34%–pending––0.87959–
LQTYLiquityEthereum0.19050.191139+0.34%–pending––0.955,399–
BARDLombardEthereum0.106850.107204+0.33%–pending––0.9356k–
XYMSymbolnative0.0027230.002732+0.32%–pending––0.642,578–
TOADThe Toad PepeSolana0.0011920.001196+0.30%–pending––1.3355k–
PIPi Networknative0.0793650.079597+0.29%–pending––0.7624k–
USTCTerraClassicUSDTerra0.004870.004884+0.29%–pending––0.81261k–
ONGOntology Gasnative0.075350.075569+0.29%–pending––0.9738–
UPROBINHOOD?0.219660.220295+0.29%–pending––2.3555k–
ANSEMThe Black BullSolana0.103550.103848+0.29%–pending––2.13466k–
ARCSOL?0.0412550.04137+0.28%–pending––-0.2063k–
BASEDBasedEthereum0.0488350.048969+0.27%–pending––0.8332k–
DIAMDIAMBinance Smart Chain0.0043510.004362+0.27%–pending––0.0344k–
FLORKFLORKBinance Smart Chain0.0034540.003463+0.27%–pending––5.1668k–
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain0.32350.324343+0.26%–pending––0.33183k–
MERLMerlin ChainEthereum0.0292950.029368+0.25%–pending––1.2613k–
POLYXPolymeshnative0.0338450.033928+0.25%–pending––1.1211k–
CITYManchester City Fan TokenSolana0.31250.313247+0.24%–pending––0.34244k–
CARVCARVEthereum0.033710.03379+0.24%–pending––1.144,057–
SQDSQDBase0.0177390.01778+0.23%–pending––0.79200k–
WAVESWavesEthereum0.23470.235233+0.23%–pending––1.0354k–
RONINRONINSolana0.0582850.058417+0.23%–pending––1.411,707–
FFFalcon FinanceEthereum0.1040150.104245+0.22%–pending––-0.241,642–
FUELFuel NetworkEthereum0.000768150.000769737+0.21%–pending––-0.0119k–
SLPSmooth Love PotionEthereum0.00055560.000556704+0.20%–pending––1.285,735–
CHEXChintaiEthereum0.009450.009468+0.19%–pending––0.8122k–
LOTLeague of TradersBinance Smart Chain0.0055020.005513+0.19%–pending––0.6251k–
SPYXSP500 xStockEthereum767.2952768.6016+0.17%–pending––0.11117k–
MOGMog CoinEthereum1.05e-71.05e-7+0.17%–pending––1.7140k–
SGBSongbirdnative0.00080.000801304+0.16%–pending––0.8714k–
JELLYJELLYJelly-My-JellySolana0.0505820.050664+0.16%–pending––0.2855k–
BMTBubblemapsSolana0.0164450.016471+0.16%–pending––0.8217k–
JUGGERNAUTThe JuggernautRobinhood0.0037040.00371+0.15%–pending––0.8056k–
ONTOntologynative0.051290.051362+0.14%–pending––0.991,020–
YGGYield Guild GamesEthereum0.023650.023683+0.14%–pending––1.0835k–
ESEclipseEthereum0.0008950.000896233+0.14%–pending––0.494,225–
VINUVita InuBinance Smart Chain9.16e-109.17e-10+0.13%–pending––0.6071k–
HMSTRHamster KombatTON0.000144150.00014434+0.13%–pending––0.872,837–
ROBINROBINRobinhood0.0004850.000485623+0.13%–pending––3.3791k–
HOTHoloEthereum0.00035840.00035884+0.12%–pending––0.9613k–
KATKatanaBase0.0038370.003841+0.12%–pending––1.00114k–
NEONEONeo2.20132.2037+0.11%–pending––1.1912k–
RIFRootstock Infrastructure FrameworkEthereum0.074950.075032+0.11%–pending––0.26289k–
OPNOpinionEthereum0.04960.049648+0.10%–pending––0.976,589–
KAGKinesis SilverEthereum30.1230.1381+0.06%–pending––-0.0995k–
BANANAS31Banana For ScaleBinance Smart Chain0.0061930.006196+0.05%–pending––0.744,142–
MITOMitosisBinance Smart Chain0.012880.012886+0.05%–pending––0.84873k–
DEGENDegenEthereum0.00097350.000973797+0.03%–pending––1.1066k–
UBIKubikRobinhood0.007250.007252+0.02%–pending––3.4856k–
FLYBRAINflybrainRobinhood0.00025030.000250356+0.02%–pending––-0.7963k–
NESNesaEthereum0.1180450.118068+0.02%–pending––0.061,433–
BABYBabylonnative0.0120050.012007+0.02%–pending––1.00106k–
UPCUPCXEthereum0.12930.129317+0.01%–pending––0.083.5M–
ESPORTSYooldo GamesBinance Smart Chain0.008290.008291+0.01%–pending––0.3750k–
IRYSIrysEthereum0.012230.012231+0.01%–pending––0.6425k–
BIRBMoonbirdsSolana0.046890.046891+0.00%–pending––0.8037k–
GNOGnosisEthereum114.0845114.0863+0.00%–pending––0.673,746–
2ZDoubleZeroSolana0.0298950.029891-0.01%–pending––1.19142k–
YBYield BasisEthereum0.06350.063492-0.01%–pending––0.6215k–
BLUEBluefinSui0.0085750.008572-0.02%–pending––0.853,902–
GUNGunzSolana0.0022850.002284-0.03%–pending––0.9414k–
DGBDigiBytenative0.0034390.003437-0.04%–pending––0.8425k–
RAILRailgunEthereum2.3952.394-0.04%–pending––2.3455k–
ARKMArkhamEthereum0.11430.114243-0.05%–pending––1.3742k–
SUTSuper TrustPolygon0.20750.207392-0.05%–pending––0.6372k–
NEXONEXOEthereum0.80450.804078-0.05%–pending––0.82401k–
ESEEeseeEthereum0.0043330.004331-0.05%–pending––-0.2930k–
HIGHHighstreetEthereum0.026390.026376-0.05%–pending––0.67114k–
TREETreeEthereum0.036680.03666-0.05%–pending––0.9550k–
STRAXXertranative0.0106880.010682-0.06%–pending––0.912,851–
SEDASEDAEthereum0.0166450.016633-0.07%–pending––0.24316k–
SHIBShiba InuEthereum0.0000049830.000004979-0.07%–pending––1.48683k–
TOKENTokenFiEthereum0.0018860.001885-0.08%–pending––1.282,790–
MYROMYROSolana0.0019280.001926-0.09%–pending––1.523,093–
COAIChainOpera AIBinance Smart Chain0.256650.256423-0.09%–pending––0.8878k–
ZKPzkPassEthereum0.0407850.040748-0.09%–pending––0.766,547–
BNTBancor NetworkEthereum0.303350.303075-0.09%–pending––1.0511k–
VOWVowEthereum0.030260.030232-0.09%–pending––0.8555k–
GLMGolemEthereum0.10990.109796-0.09%–pending––0.8532k–
ENSOEnsoEthereum0.67850.677849-0.10%–pending––0.4719k–
1INCH1INCHEthereum0.092130.092041-0.10%–pending––1.04126k–
WETHumidiFiSolana0.049750.049701-0.10%–pending––0.8515k–
XCXXeleb ProtocolBinance Smart Chain0.0025750.002572-0.11%–pending––0.5555k–
DOGDog (Bitcoin)Solana0.000890.000889057-0.11%–pending––1.5099k–
CPCluster ProtocolBase0.0085050.008496-0.11%–pending––1.4177k–
BIGTIMEBig TimeEthereum0.0066570.006649-0.12%–pending––0.9227k–
PNUTPeanut the SquirrelSolana0.0432750.043218-0.13%–pending––1.38277k–
ATMAtletico Madrid Fan TokenSolana10.998666-0.13%–pending––0.34280k–
BLUECHIPBLUE CHIPBase0.0051750.005168-0.14%–pending––0.28347k–
APTMApertumnative0.0515750.051505-0.14%–pending––-0.0972k–
ANONHey AnonEthereum0.2770.27661-0.14%–pending––0.873,571–
CERECere NetworkEthereum0.00018470.000184437-0.14%–pending––0.016,122–
UMAUMAEthereum0.373880.37333-0.15%–pending––0.9032k–
OFCOneFootball CreditsEthereum0.0059290.00592-0.15%–pending––0.5656k–
ASTEROID1?0.0011480.001147-0.15%–pending––1.7049k–
WBETHWrapped Beacon ETHEthereum2,672.112,668.01-0.15%–pending––1.21852k–
ACTAct I The AI ProphecySolana0.0088350.008821-0.16%–pending––1.105,942–
WMTXWorld Mobile TokenSolana0.0224410.022406-0.16%–pending––-0.1430k–
SHROOMMUSHROOMRobinhood0.005030.005022-0.16%–pending––3.4399k–
WCTWalletConnect TokenEthereum0.0346350.034579-0.16%–pending––0.9948k–
BOBBOB (Build on Bitcoin)Ethereum0.0045150.004508-0.16%–pending––0.134,525–
WBTCWrapped BitcoinEthereum81,903.8581,769.33-0.16%–pending––0.9935k–
DGAIDGrid AIArbitrum0.8540550.852591-0.17%–pending––1.5258k–
ROAMROAM TokenSolana0.0121740.012153-0.17%–pending––0.0931k–
LUNATerraTerra 20.0000469850.000046902-0.18%–pending––0.98162k–
TRXTRONTron0.332290.331701-0.18%–pending––0.151.1M–
BERABerachainnative0.1695350.169233-0.18%–pending––1.32223k–
HOLOHoloworldSolana0.05630.056193-0.19%–pending––1.023,028–
ANIMEAnimecoinEthereum0.0026590.002654-0.19%–pending––1.118,017–
SONICSonic SVMSolana0.021270.021227-0.20%–pending––1.28907–
CHILLGUYJust a chill guySolana0.0097550.009735-0.21%–pending––1.311,517–
PAIDPaidSolana0.0026150.002609-0.21%–pending––1.83175k–
JIMOTHYJimothy The RaccoonSolana0.0028710.002865-0.22%–pending––2.5166k–
BSBBlock StreetEthereum0.0857450.085552-0.22%–pending––1.06407k–
REQRequestEthereum0.0527050.052586-0.22%–pending––0.5621k–
HANAHana NetworkBinance Smart Chain0.0114760.01145-0.23%–pending––-0.0970k–
SCSiacoinnative0.00078850.000786666-0.23%–pending––0.7752k–
FIGHTFIGHTSolana0.002720.002714-0.23%–pending––0.5738k–
SOSOSoSoValueEthereum0.28920.288523-0.23%–pending––-0.079,837–
TAIKOTaikoEthereum0.07120.071032-0.24%–pending––0.7943k–
DEXEDeXeEthereum1.7181.714-0.24%–pending––-0.281.2M–
CASHCATCash CatRobinhood0.1085410.10828-0.24%–pending––1.873.6M–
HIVEHivenative0.048550.048433-0.24%–pending––0.84172k–
RLSRaylsEthereum0.0017920.001788-0.24%–pending––0.3864k–
DRBDebtReliefBotBase0.000161950.000161551-0.25%–pending––2.84165k–
NFTAINFTEthereum2.40e-72.39e-7-0.25%–pending––0.0448k–
DYDXdYdXCosmos0.114570.114281-0.25%–pending––1.1846k–
ZBTZEROBASEEthereum0.0688850.068709-0.26%–pending––0.526,393–
SFPSafePalEthereum0.24460.243971-0.26%–pending––0.8947k–
SWARMSSwarmsSolana0.0068150.006796-0.27%–pending––0.862,230–
SPACESpacecoinEthereum0.003620.00361-0.27%–pending––1.1119k–
BNSOLBinance Staked SOLSolana118.25117.9241-0.28%–pending––1.24527k–
SPYONSPDR S&P 500 ETF (Ondo Tokenized ETF)Ethereum775.605773.4518-0.28%–pending––0.11144k–
CHZChilizEthereum0.0137810.013743-0.28%–pending––1.0467k–
BORABORAKlay Token0.0249450.024875-0.28%–pending––0.916,128–
HAEDALHaedal ProtocolSui0.018120.018069-0.28%–pending––0.80225k–
TWTTrust WalletBinance Smart Chain0.452350.45106-0.29%–pending––0.71678k–
DGMADaGama WorldEthereum0.013520.013481-0.29%–pending––-0.2223k–
USUALUsualEthereum0.010330.0103-0.29%–pending––1.338,431–
PTBPortal to BitcoinEthereum0.00069550.000693473-0.29%–pending––0.9623k–
KNCKyber Network CrystalEthereum0.11860.118246-0.30%–pending––0.9015k–
GAIBGAIBEthereum0.019710.019651-0.30%–pending––-0.602,532–
SNTStatusEthereum0.007350.007328-0.30%–pending––1.4049k–
CVCCivicEthereum0.0218130.021748-0.30%–pending––0.8947k–
SSVSSV NetworkEthereum2.5322.5243-0.30%–pending––1.355,312–
ELELYSIAEthereum0.0015310.001526-0.30%–pending––0.6899k–
DOODDoodlesSolana0.0013290.001324-0.30%–pending––1.2423k–
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.