8=======>

2022-05-03 · +1d

lstm_s4 · in-sample — the model trained on this date · 164 tokens predicted

These numbers are in-sample. The model was trained on this date, so predicted-vs-actual agreement here is not evidence of skill.
+1d+7d+30dasset cohort only
rank IC
+0.2619
164 of 164 tokens assessed
long-short decile
+2.87%
realised beta-adjusted alpha
direction hit
79.3%
in alpha space · 81.1% on raw price
BTC over horizon
+5.17%
the unhedgeable market factor

Predicted vs actual (164 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
PEOPLEConstitutionDAOEthereum0.03480.035053+0.73%0.0439+26.15%0.1456✓1.5823.0M2022-05-04
NAKANakamoto GamesPolygon0.21860.220117+0.69%0.2478+13.36%0.0338✓1.681.3M2022-05-04
DUSKDUSKEthereum0.2250.226545+0.69%0.2557+13.64%0.0498✓1.417.0M2022-05-04
PSGParis Saint-Germain Fan TokenSolana9.169.2151+0.60%9.68+5.68%0.0281✓0.421.6M2022-05-04
VSYSV.SYSTEMSnative0.007510.007555+0.60%0.0078+3.86%0.0004✓0.6327k2022-05-04
AAVEAaveEthereum141.02141.8437+0.58%159.43+13.05%0.0541✓1.249.8M2022-05-04
1INCH1INCHEthereum1.1721.1787+0.58%1.282+9.39%0.0320✓1.03501k2022-05-04
PORTOFC PortoBinance Smart Chain3.20923.227+0.55%3.3664+4.90%0.0141✓0.565.8M2022-05-04
ZECZcashZcash119.63120.2907+0.55%134.35+12.30%0.0551✓1.105.8M2022-05-04
DODODODOEthereum0.2850.286505+0.53%0.323+13.33%0.0615✓1.165.6M2022-05-04
MINAMina Protocolnative1.771.7793+0.53%2.01+13.56%0.0673✓1.081.1M2022-05-04
CTKShentuOsmosis1.0311.0364+0.52%1.115+8.15%0.0187✓1.083.6M2022-05-04
MANADecentralandEthereum1.47561.4833+0.52%1.6585+12.39%0.0559✓1.11970k2022-05-04
ATOMCosmos HubCosmos17.5617.6484+0.50%19.91+13.38%0.0680✓1.0419.4M2022-05-04
IOTAIOTAIOTA0.5020.504472+0.49%0.5538+10.32%0.0423✓1.018.0M2022-05-04
DYDXdYdXCosmos3.3943.4107+0.49%3.8+11.96%0.0405✓1.3479k2022-05-04
LAZIOLazio Fan TokenBinance Smart Chain3.08433.0992+0.48%3.2118+4.13%0.0045✓0.624.1M2022-05-04
AUCTIONBounceEthereum11.3911.4417+0.45%12.03+5.62%0.0010✓1.02963k2022-05-04
GALAGALAEthereum0.13590.136512+0.45%0.1613+18.69%0.1054✓1.22180k2022-05-04
TRACOriginTrailEthereum0.39250.394241+0.44%0.4415+12.48%0.0605✓1.05499k2022-05-04
BATBasic AttentionEthereum0.579930.582462+0.44%0.65135+12.32%0.0595✓1.04126k2022-05-04
AMPAmpEthereum0.018080.018159+0.44%0.01937+7.13%0.0284✓0.723.6M2022-05-04
BARFC Barcelona Fan TokenSolana5.075.0916+0.43%5.34+5.33%0.0137✓0.671.1M2022-05-04
XMRMoneroMonero206.93207.7959+0.42%225.24+8.85%0.0345✓0.913.3M2022-05-04
GTGateEthereum6.30426.3299+0.41%6.523+3.47%0.0078✓0.444.5M2022-05-04
GLMRMoonbeamBase2.4492.4589+0.41%2.764+12.86%0.0379✓1.57719k2022-05-04
CWEBCoinwebEthereum0.0192290.019307+0.40%0.02161+12.38%0.0909✓0.43193k2022-05-04
LINKChainlinkEthereum11.1211.1645+0.40%12.2+9.71%0.0328✓1.1118.3M2022-05-04
JASMYJasmyCoinEthereum0.017820.01789+0.39%0.02056+15.38%0.0666✓1.4447.4M2022-05-04
SUPERSuperVerseEthereum0.410.411571+0.38%0.46+12.20%0.0375✓1.46293k2022-05-04
SUNSun TokenTron0.0120730.012118+0.37%0.013631+12.90%0.0749✓0.8544k2022-05-04
ETHEthereumEthereum2,780.342,790.28+0.36%2,939.98+5.74%0.0016✓1.01438.2M2022-05-04
BANDBandEthereum2.9752.9856+0.35%3.342+12.34%0.0501✓1.24572k2022-05-04
AIOZAIOZ NetworkEthereum0.14370.14421+0.35%0.1544+7.45%0.0398✗2.14272k2022-05-04
POWRPowerledgerEthereum0.4190.420481+0.35%0.4526+8.02%0.0294✓0.88311k2022-05-04
ACHAlchemy PayEthereum0.0233050.023387+0.35%0.024465+4.98%0.0066✗1.034.3M2022-05-04
RLCiExec RLCEthereum1.481.4851+0.35%1.64+10.81%0.0328✓1.32989k2022-05-04
AGLDAdventure GoldEthereum0.9250.928181+0.34%1.006+8.76%0.0229✓1.141.2M2022-05-04
GITCOINGITCOIN4.6984.7141+0.34%5.147+9.56%0.0146✓1.4519k2022-05-04
XPRXPR NetworkEthereum0.008550.008579+0.34%0.00934+9.24%0.0275✓1.142.4M2022-05-04
OMGOMG NetworkEthereum3.73863.7511+0.33%4.2374+13.34%0.0726✓0.98177k2022-05-04
WOOWOOEthereum0.33510.336209+0.33%0.3846+14.77%0.1125✓0.444,1372022-05-04
AVAXAvalancheAvalanche59.6359.8247+0.33%67.28+12.83%0.0590✓1.1644.2M2022-05-04
KSMKusamaHydration127.65128.0629+0.32%140.48+10.05%0.0383✓1.08954k2022-05-04
ENJEnjin CoinEthereum1.0631.0664+0.32%1.182+11.19%0.0409✓1.23357k2022-05-04
DEXEDeXeEthereum5.375.3866+0.31%5.56+3.54%0.0035✓0.56869k2022-05-04
ASMAssemble AIEthereum0.038460.038579+0.31%0.04253+10.58%0.0585✓0.77244k2022-05-04
SANTOSSantos FC Fan TokenBinance Smart Chain3.653.6612+0.31%3.783+3.64%0.0166✓0.322.5M2022-05-04
SHIBShiba InuEthereum0.000020350.000020412+0.30%0.00002178+7.03%0.0113✓1.061.4M2022-05-04
ICPInternet ComputerEthereum12.812.8382+0.30%14.28+11.56%0.0487✓1.158.7M2022-05-04
XVSVenusEthereum7.787.8032+0.30%8.52+9.51%0.0352✓1.053.2M2022-05-04
BORABORAKlay Token0.621720.62357+0.30%0.67548+8.65%0.0239✓1.1187k2022-05-04
HIGHHighstreetEthereum3.7783.7892+0.30%4.124+9.16%0.0031✗1.741.5M2022-05-04
BFCBifrostEthereum0.121710.122069+0.30%0.12604+3.56%0.0032✗0.7017k2022-05-04
WBTCWrapped BitcoinEthereum37,647.2037,758.04+0.29%39,665.50+5.36%0.0021✓0.9425k2022-05-04
TRBTellor TributesEthereum14.5714.6128+0.29%16.45+12.90%0.0493✓1.37145k2022-05-04
PHAPHALAEthereum0.2270.227663+0.29%0.237+4.41%0.0054✓0.6925k2022-05-04
HIVEHivenative0.77430.776559+0.29%0.8291+7.08%0.0149✓1.001.5M2022-05-04
UOSUltraEthereum0.712980.715053+0.29%0.80809+13.34%0.0606✓1.221.4M2022-05-04
TWTTrust WalletBinance Smart Chain0.96510.967821+0.28%1.0448+8.26%0.0136✓1.256.8M2022-05-04
ATMAtletico Madrid Fan TokenSolana4.264.2718+0.28%4.47+4.93%0.0092✓0.72733k2022-05-04
FIDABonfidaSolana1.0561.0589+0.28%1.114+5.49%0.0011✓0.9852k2022-05-04
ASRAS Roma Fan TokenSolana2.8042.8116+0.27%2.994+6.78%0.0276✓0.701.0M2022-05-04
OGOG Fan TokenSolana2.9422.95+0.27%3.092+5.10%0.0168✓0.601.4M2022-05-04
BICOBiconomyEthereum1.0361.0387+0.26%1.14+10.04%0.0353✓1.152.2M2022-05-04
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain4.7994.8116+0.26%5.0794+5.84%0.0040✗1.158.6M2022-05-04
STORJStorjEthereum0.86450.866735+0.26%0.9575+10.76%0.0409✓1.1797k2022-05-04
CERECere NetworkEthereum0.017080.017124+0.26%0.018+5.39%0.0005✓1.00269k2022-05-04
BELBella ProtocolEthereum0.6570.65868+0.26%0.717+9.13%0.0142✓1.401.7M2022-05-04
CHZChilizEthereum0.1780.178452+0.25%0.196+10.11%0.0362✓1.141.6M2022-05-04
BNTBancor NetworkEthereum1.971.975+0.25%2.12+7.61%0.0208✓0.99135k2022-05-04
DIADIAEthereum0.760.761904+0.25%0.81+6.58%0.0398✓0.4271k2022-05-04
LSKLiskEthereum1.73731.7416+0.25%1.8765+8.01%0.0302✓0.8889k2022-05-04
XVGVergenative0.008120.00814+0.25%0.00896+10.34%0.0416✓1.08975k2022-05-04
BTCBitcoinBitcoin37,719.5937,812.13+0.25%39,669.56+5.17%0.0025✓1.00553.2M2022-05-04
DKAdKargoEthereum0.079510.079703+0.24%0.08485+6.72%0.0218✓0.8132k2022-05-04
SNXSynthetixEthereum4.6424.6533+0.24%5.073+9.28%0.0143✓1.437.7M2022-05-04
ETCEthereum Classicnative26.8226.884+0.24%30.61+14.13%0.0731✓1.124.9M2022-05-04
UMAUMAEthereum5.3395.3515+0.23%5.67+6.20%0.0128✗1.401.8M2022-05-04
EWTEnergy Web TokenEthereum4.3464.356+0.23%4.68+7.69%0.0238✓0.9567k2022-05-04
COMPCompoundEthereum102.6102.8336+0.23%114.56+11.66%0.0505✓1.1433k2022-05-04
XECeCashnative0.000071880.000072041+0.22%0.00007852+9.24%0.0368✓0.987.9M2022-05-04
MOVRMoonriverBase39.566639.6536+0.22%43.5734+10.13%0.0209✓1.45189k2022-05-04
XTZTezosTezos2.48722.4925+0.21%2.7028+8.67%0.0283✓1.05855k2022-05-04
RADRadworksEthereum3.813.818+0.21%4.01+5.25%0.0072✓0.83578k2022-05-04
JUVJuventus Fan TokenSolana4.724.7296+0.20%4.91+4.03%0.0041✓0.66648k2022-05-04
LEOLEO TokenEthereum5.60445.6152+0.19%5.6389+0.62%0.0195✗0.47249k2022-05-04
QNTQuantEthereum93.0393.2066+0.19%101.58+9.19%0.0425✓0.863.4M2022-05-04
SOLSolanaSolana85.8586.0126+0.19%92.76+8.05%0.0152✓1.2085.8M2022-05-04
SCSiacoinnative0.008220.008235+0.19%0.00898+9.25%0.0276✓1.17382k2022-05-04
SPELLSpellEthereum0.0030.003006+0.19%0.00353+17.67%0.1078✓1.054.2M2022-05-04
BCHSVBitcoin Cash SV72.6872.8126+0.18%78.63+8.19%0.0359✓0.812.1M2022-05-04
ALICEMy Neighbor AliceEthereum4.924.929+0.18%5.395+9.65%0.0307✓1.18186k2022-05-04
GODSGods UnchainedEthereum0.750.751345+0.18%0.82+9.33%0.0305✓1.13443k2022-05-04
GRTThe GraphEthereum0.31910.319652+0.17%0.3438+7.74%0.0134✓1.186.8M2022-05-04
CBKCobakEthereum1.8261.8292+0.17%1.935+5.97%0.0185✓0.7524k2022-05-04
ZENHorizenBase30.2630.3118+0.17%33.7+11.37%0.0391✓1.33177k2022-05-04
TKOTokocryptoBinance Smart Chain0.5840.585+0.17%0.615+5.31%0.0115✓0.761.5M2022-05-04
UNIUniswapEthereum6.856.8617+0.17%7.94+15.91%0.0933✓1.044.4M2022-05-04
LRCLoopringEthereum0.72280.724035+0.17%0.8162+12.92%0.0566✓1.25328k2022-05-04
SUSHISushiEthereum2.322.3239+0.17%2.62+12.93%0.0570✓1.254.0M2022-05-04
OXTOrchid ProtocolEthereum0.20420.204544+0.17%0.213+4.31%0.0010✓0.821.2M2022-05-04
YGGYield Guild GamesEthereum1.3511.3532+0.17%1.474+9.10%0.0317✓1.0763k2022-05-04
XYOXYO NetworkEthereum0.014360.014384+0.16%0.01524+6.13%0.0127✓0.901.2M2022-05-04
AERGOAergo [OLD]Ethereum0.20020.200519+0.16%0.222+10.89%0.0341✓1.34114k2022-05-04
CTSICartesiEthereum0.27160.27203+0.16%0.2979+9.68%0.0257✓1.29795k2022-05-04
IMXImmutableEthereum1.5781.5805+0.16%1.817+15.15%0.0854✓1.077.8M2022-05-04
FILFilecoinFilecoin14.6214.6428+0.16%15.71+7.46%0.0169✓1.067.8M2022-05-04
ADACardanoCardano0.77110.772243+0.15%0.8983+16.50%0.0988✓1.0441.1M2022-05-04
POKTPocket NetworkEthereum0.40120.401734+0.13%0.4811+19.92%0.1651✓0.30580k2022-05-04
ANKRAnkr NetworkEthereum0.061070.061151+0.13%0.06675+9.30%0.0345✓1.0593k2022-05-04
AXSAxie InfinityEthereum29.0829.1164+0.13%33.33+14.61%0.0721✓1.254.0M2022-05-04
ACMAC Milan Fan TokenSolana5.3985.4047+0.12%5.785+7.17%0.0383✓0.591.5M2022-05-04
NANOnanopayBase1.68621.6883+0.12%1.8061+7.11%0.0140✓1.06156k2022-05-04
XEMNEMnative0.08780.087906+0.12%0.0917+4.44%0.0048✗0.9352k2022-05-04
ORBSOrbsEthereum0.06560.065674+0.11%0.07079+7.91%0.0356✓0.7816k2022-05-04
SKLSKALEEthereum0.14060.140754+0.11%0.1592+13.23%0.0604✓1.245.6M2022-05-04
CELLCellframeEthereum0.69630.697016+0.10%0.7522+8.03%0.0142✓1.23117k2022-05-04
COTICOTIEthereum0.19210.192291+0.10%0.222+15.56%0.0794✓1.272.2M2022-05-04
CVCCivicEthereum0.25870.258938+0.09%0.2829+9.35%0.0332✓1.10391k2022-05-04
SGBSongbirdnative0.05510.05515+0.09%0.0549-0.36%0.0272✗0.45138k2022-05-04
QTUMQtumQtum5.39065.3953+0.09%5.9368+10.13%0.0376✓1.15103k2022-05-04
MEDMediblocOsmosis0.03810.038132+0.08%0.04109+7.85%0.0330✓0.8340k2022-05-04
NMRNumeraireEthereum22.822.8189+0.08%24.08+5.61%0.0091✓0.89458k2022-05-04
GLMGolemEthereum0.34240.342663+0.08%0.372+8.64%0.0165✓1.30190k2022-05-04
AVTAventusEthereum22.0015+0.08%1.9-5.00%0.0808✗0.57272k2022-05-04
API3Api3Ethereum3.4013.4035+0.07%3.652+7.38%0.0210✓0.983.1M2022-05-04
CITYManchester City Fan TokenSolana11.8911.898+0.07%10.17-14.47%0.1803✗0.462.5M2022-05-04
MASKMask NetworkEthereum3.713.7123+0.06%4.39+18.33%0.0983✓1.38385k2022-05-04
DOTPolkadotPolkadot14.7314.7333+0.02%16.32+10.79%0.0506✓1.0311.7M2022-05-04
GTCGitcoinEthereum4.754.751+0.02%5.17+8.84%0.0102✓1.47339k2022-05-04
BTTCBTTC0.000001710.00000171+0.02%0.00000178+4.09%0.0045✓0.707.6M2022-05-04
KCSKuCoinnative17.81217.8151+0.02%18.408+3.35%0.0065✗0.784.5M2022-05-04
STXStacksnative0.920.920112+0.01%0.99+7.61%0.0253✓0.95311k2022-05-04
RIFRootstock Infrastructure FrameworkEthereum0.12660.126609+0.01%0.1295+2.29%0.0237✗0.92156k2022-05-04
DASHDashDash88.0988.0893-0.00%95.85+8.81%0.0329✗1.021.2M2022-05-04
LTCLitecoinLitecoin99.3599.346-0.00%106.25+6.95%0.0165✗1.0117.3M2022-05-04
LPTLivepeerEthereum21.8221.8159-0.02%23.95+9.76%0.0294✗1.27586k2022-05-04
KNCKyber Network CrystalEthereum3.48083.4801-0.02%3.7324+7.23%0.0306✗0.7810.0M2022-05-04
LUNATerraTerra 282.5782.553-0.02%86.09+4.26%0.0222✓1.277.5M2022-05-04
XLMStellarStellar0.1719620.171891-0.04%0.184721+7.42%0.0233✗0.9713.8M2022-05-04
MTLMetal DAOMetal L21.921.9191-0.05%2.076+8.13%0.0254✗1.0516.1M2022-05-04
FTTFTXEthereum37.7937.7675-0.06%39.56+4.68%0.0020✗0.8812.4M2022-05-04
ORCAOrcaSolana1.821.8186-0.07%1.87+2.75%0.0078✓0.71164k2022-05-04
XYMSymbolnative0.09110.091009-0.10%0.0959+5.27%0.0189✗0.66735k2022-05-04
DOGEDogecoinDogecoin0.1295030.129373-0.10%0.135908+4.95%0.0024✗0.937.1M2022-05-04
METRONOMEMETRONOME2.37912.3766-0.11%2.4779+4.15%0.0087✗0.6615k2022-05-04
BCHBitcoin CashBitcoin Cash279.33278.7715-0.20%299.95+7.38%0.0239✗0.985.4M2022-05-04
OGNOrigin TokenEthereum0.4410.440084-0.21%0.478+8.39%0.0311✗1.024.3M2022-05-04
NCTPolySwarmEthereum0.03160.031528-0.23%0.02852-9.75%0.1261✓0.51416k2022-05-04
CRVCurve DAOEthereum2.1542.1488-0.24%2.596+20.52%0.1250✗1.275.1M2022-05-04
LCXLCXEthereum0.10730.107013-0.27%0.1109+3.36%0.0088✓0.88425k2022-05-04
ALGOAlgorandAlgorand0.67070.668687-0.30%0.7153+6.65%0.0203✗0.9310.9M2022-05-04
YFIyearn.financeEthereum17,468.6017,413.99-0.31%18,332.59+4.95%0.0034✗0.952.7M2022-05-04
ZRX0x ProtocolEthereum0.6946830.692354-0.34%0.800276+15.20%0.0949✗0.995.3M2022-05-04
ARPAARPAEthereum0.0570.056735-0.47%0.0598+4.91%0.0049✓1.14179k2022-05-04
ASTRAstarEthereum0.1510.150264-0.49%0.168+11.26%0.0922✗0.38132k2022-05-04
BRISEBitgertEthereum9.43e-79.38e-7-0.50%9.57e-7+1.50%0.0231✗-0.06596k2022-05-04
TRXTRONTron0.0726820.072281-0.55%0.086397+18.87%0.1474✗0.62296k2022-05-04
STEEMSteemnative0.35650.353951-0.72%0.3966+11.25%0.0634✗1.007.0M2022-05-04
DNTdistrict0xEthereum0.09420.093461-0.78%0.0973+3.29%0.0020✓0.843.0M2022-05-04
APEApeCoinEthereum14.15214.0354-0.82%15.557+9.93%0.0013✓2.0752.0M2022-05-04
PROPropyEthereum1.571.5541-1.01%1.72+9.55%0.0727✗0.57459k2022-05-04
ENSEthereum Name ServiceEthereum21.9621.7077-1.15%22.15+0.87%0.0466✓1.332.2M2022-05-04
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.