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2022-01-09 · +1d

lstm_s4 · in-sample — the model trained on this date · 139 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
+0.0369
139 of 139 tokens assessed
long-short decile
-1.03%
realised beta-adjusted alpha
direction hit
90.6%
in alpha space · 92.1% on raw price
BTC over horizon
-0.13%
the unhedgeable market factor

Predicted vs actual (139 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
POWRPowerledgerEthereum0.65390.638021-2.43%0.6249-4.43%0.0189✓1.48650k2022-01-10
KNCKyber Network CrystalEthereum1.48471.4652-1.32%1.3749-7.40%0.0625✓0.88922k2022-01-10
CWEBCoinwebEthereum0.0986650.097493-1.19%0.08637-12.46%0.1199✓1.003.3M2022-01-10
LINKChainlinkEthereum27.5427.2913-0.90%27.98+1.60%0.0264✗1.2169.2M2022-01-10
ICPInternet ComputerEthereum36.1435.8451-0.82%34.29-5.12%0.0426✓1.4125.8M2022-01-10
DASHDashDash153.16151.9952-0.76%148.17-3.26%0.0239✓1.251.9M2022-01-10
GTCGitcoinEthereum11.3811.2999-0.70%10.7-5.98%0.0544✓0.122.8M2022-01-10
ASMAssemble AIEthereum0.086150.085581-0.66%0.07934-7.90%0.0739✓1.442.5M2022-01-10
HIVEHivenative1.33311.3244-0.65%1.2679-4.89%0.0418✓1.394.5M2022-01-10
DEXEDeXeEthereum10.019.9445-0.65%9.5-5.09%0.0458✓-0.061.8M2022-01-10
MANADecentralandEthereum2.93692.9179-0.65%2.818-4.05%0.0336✓1.005.5M2022-01-10
BFCBifrostEthereum0.176350.175317-0.59%0.17081-3.14%0.0241✓1.574,9922022-01-10
ACHAlchemy PayEthereum0.0647490.064374-0.58%0.081082+25.23%0.2324✗1.317.1M2022-01-10
DUSKDUSKEthereum0.66070.657201-0.53%0.6017-8.93%0.0860✓1.7740.0M2022-01-10
ZECZcashZcash144.28143.572-0.49%141.24-2.11%0.0147✓1.3310.6M2022-01-10
GODSGods UnchainedEthereum3.683.662-0.49%3.13-14.95%0.1554✓1.303.2M2022-01-10
WBTCWrapped BitcoinEthereum42,503.1042,297.25-0.48%41,624.60-2.07%0.0148✓0.9810k2022-01-10
BANDBandEthereum5.325.2945-0.48%5.04-5.26%0.0479✓1.112.1M2022-01-10
ATOMCosmos HubCosmos34.9934.8251-0.47%37.83+8.12%0.0839✗0.9149.1M2022-01-10
LPTLivepeerEthereum37.0236.8522-0.45%33.37-9.86%0.0972✓1.632.8M2022-01-10
METRONOMEMETRONOME3.80393.7871-0.44%3.7258-2.05%0.0154✓0.753,8202022-01-10
STORJStorjEthereum1.55811.5514-0.43%1.5156-2.73%0.0223✓0.85647k2022-01-10
XEMNEMnative0.11520.114709-0.43%0.1116-3.12%0.0262✓1.0567k2022-01-10
RLCiExec RLCEthereum2.872.8578-0.43%2.73-4.88%0.0441✓1.323.2M2022-01-10
LUNATerraTerra 274.4874.167-0.42%69.46-6.74%0.0643✓1.007.4M2022-01-10
API3Api3Ethereum3.823.8042-0.41%3.57-6.54%0.0627✓0.70646k2022-01-10
GITCOINGITCOIN11.30111.2546-0.41%10.645-5.80%0.0556✓0.0661k2022-01-10
ANKRAnkr NetworkEthereum0.092820.092439-0.41%0.08602-7.33%0.0711✓0.6948k2022-01-10
ENJEnjin CoinEthereum2.2982.2886-0.41%2.167-5.70%0.0533✓1.081.8M2022-01-10
FTTFTXEthereum37.1536.9991-0.41%38.11+2.58%0.0309✗1.0919.4M2022-01-10
CVCCivicEthereum0.32240.321115-0.40%0.3128-2.98%0.0250✓1.00340k2022-01-10
XLMStellarStellar0.2611850.260148-0.40%0.253061-3.11%0.0263✓1.0224.0M2022-01-10
CELLCellframeEthereum0.88480.881364-0.39%0.8077-8.71%0.0860✓1.00133k2022-01-10
XPRXPR NetworkEthereum0.015420.015361-0.38%0.01401-9.14%0.0904✓1.302.2M2022-01-10
DNTdistrict0xEthereum0.11260.112176-0.38%0.108-4.09%0.0366✓1.11280k2022-01-10
YFIyearn.financeEthereum32,662.9232,540.92-0.37%32,010.24-2.00%0.0156✓0.6425.2M2022-01-10
CTSICartesiEthereum0.58560.583418-0.37%0.55-6.08%0.0573✓1.352.7M2022-01-10
NMRNumeraireEthereum28.0727.9671-0.37%27.36-2.53%0.0211✓0.69370k2022-01-10
QNTQuantEthereum170.38169.7621-0.36%166.33-2.38%0.0192✓0.957.6M2022-01-10
JUVJuventus Fan TokenSolana7.817.7818-0.36%7.61-2.56%0.0214✓0.76741k2022-01-10
DOGEDogecoinDogecoin0.1504830.14994-0.36%0.143133-4.88%0.0451✓1.094.7M2022-01-10
BATBasic AttentionEthereum1.03471.031-0.36%0.99938-3.41%0.0289✓1.781.0M2022-01-10
AUCTIONBounceEthereum20.920.825-0.36%20.09-3.88%0.0346✓1.041.2M2022-01-10
MASKMask NetworkEthereum9.599.5557-0.36%8.92-6.99%0.0680✓0.671.1M2022-01-10
CBKCobakEthereum2.872.8598-0.36%2.717-5.33%0.0501✓0.9132k2022-01-10
CITYManchester City Fan TokenSolana9.859.8152-0.35%9.84-0.10%0.0035✓0.741.0M2022-01-10
MINAMina Protocolnative3.353.3384-0.35%3.2-4.48%0.0410✓1.04715k2022-01-10
BNTBancor NetworkEthereum3.163.1491-0.35%3.13-0.95%0.0048✓0.99949k2022-01-10
UMAUMAEthereum8.988.9495-0.34%8.37-6.79%0.0658✓0.954.4M2022-01-10
PHAPHALAEthereum0.3590.357819-0.33%0.343-4.46%0.0414✓0.7238k2022-01-10
ALGOAlgorandAlgorand1.40091.3964-0.32%1.3624-2.75%0.0232✓1.1430.5M2022-01-10
DYDXdYdXCosmos6.8136.7913-0.32%6.4-6.06%0.0578✓1.26271k2022-01-10
AVAXAvalancheAvalanche89.3489.0581-0.32%84.46-5.46%0.0516✓1.15115.7M2022-01-10
OGNOrigin TokenEthereum0.5260.524343-0.32%0.497-5.51%0.0519✓1.292.1M2022-01-10
UOSUltraEthereum1.25031.2465-0.31%1.1319-9.47%0.0951✓1.013.3M2022-01-10
SCSiacoinnative0.013480.01344-0.30%0.01297-3.78%0.0343✓0.98756k2022-01-10
PORTOFC PortoBinance Smart Chain2.93262.924-0.29%2.8409-3.13%0.0274✓1.162.6M2022-01-10
BICOBiconomyEthereum3.653.6393-0.29%3.48-4.66%0.0432✓1.259.8M2022-01-10
OGOG Fan TokenSolana4.2824.2695-0.29%4.203-1.84%0.0147✓0.781.1M2022-01-10
XVSVenusEthereum14.0914.0489-0.29%13.18-6.46%0.0624✓1.143.4M2022-01-10
AMPAmpEthereum0.04280.042677-0.29%0.04207-1.71%0.0132✓0.928.0M2022-01-10
COMPCompoundEthereum193.57193.0206-0.28%182.25-5.85%0.0560✓1.16195k2022-01-10
ADACardanoCardano1.17071.1674-0.28%1.1235-4.03%0.0369✓1.1095.6M2022-01-10
LCXLCXEthereum0.16760.16713-0.28%0.1409-15.93%0.1692✓1.252.1M2022-01-10
ZENHorizenBase55.9355.7734-0.28%53.33-4.65%0.0429✓1.49772k2022-01-10
PSGParis Saint-Germain Fan TokenSolana14.2714.2303-0.28%14.26-0.07%0.0029✗0.661.1M2022-01-10
TWTTrust WalletBinance Smart Chain0.64730.645511-0.28%0.6318-2.39%0.0199✓1.254.4M2022-01-10
XVGVergenative0.014030.013991-0.28%0.01312-6.49%0.0628✓1.212.1M2022-01-10
GRTThe GraphEthereum0.58410.582535-0.27%0.5425-7.12%0.0696✓1.3012.2M2022-01-10
KSMKusamaHydration246.6245.9429-0.27%242.17-1.80%0.0140✓1.151.3M2022-01-10
FILFilecoinFilecoin30.1830.0996-0.27%28.14-6.76%0.0660✓1.0520.1M2022-01-10
AGLDAdventure GoldEthereum1.461.4561-0.26%1.34-8.22%0.0810✓1.68790k2022-01-10
LTCLitecoinLitecoin130.91130.5705-0.26%126.52-3.35%0.0298✓1.3535.1M2022-01-10
ASRAS Roma Fan TokenSolana3.773.7603-0.26%3.579-5.07%0.0486✓0.68514k2022-01-10
ACMAC Milan Fan TokenSolana4.6174.6052-0.26%4.513-2.25%0.0194✓0.64481k2022-01-10
DKAdKargoEthereum0.103460.1032-0.25%0.09834-4.95%0.0468✓1.1223k2022-01-10
XYOXYO NetworkEthereum0.0292960.029223-0.25%0.027645-5.64%0.0542✓1.026.3M2022-01-10
KCSKuCoinnative19.3219.2734-0.24%19.007-1.62%0.0119✓1.6313.0M2022-01-10
MEDMediblocOsmosis0.049470.049352-0.24%0.0467-5.60%0.0538✓1.1316k2022-01-10
BTCBitcoinBitcoin41,876.5241,777.04-0.24%41,824.07-0.13%0.0024✗1.00696.0M2022-01-10
TRBTellor TributesEthereum29.9429.8689-0.24%28.01-6.45%0.0623✓1.521.0M2022-01-10
CRVCurve DAOEthereum4.494.4795-0.23%4.32-3.79%0.0345✓1.4030.4M2022-01-10
VSYSV.SYSTEMSnative0.016430.016392-0.23%0.0154-6.27%0.0615✓0.6829k2022-01-10
OMGOMG NetworkEthereum5.35375.3415-0.23%5.1021-4.70%0.0444✓1.19446k2022-01-10
DODODODOEthereum0.7490.747295-0.23%0.704-6.01%0.0579✓1.447.6M2022-01-10
SKLSKALEEthereum0.16980.169417-0.23%0.1582-6.83%0.0670✓1.244.3M2022-01-10
XYMSymbolnative0.18380.183386-0.23%0.1815-1.25%0.0095✓0.65428k2022-01-10
LAZIOLazio Fan TokenBinance Smart Chain4.0184.009-0.22%3.8683-3.73%0.0341✓1.264.2M2022-01-10
QTUMQtumQtum7.66517.648-0.22%7.2356-5.60%0.0536✓1.42263k2022-01-10
CERECere NetworkEthereum0.06180.061666-0.22%0.0556-10.03%0.1019✓1.351.5M2022-01-10
IOTAIOTAIOTA1.07121.0689-0.22%1.1115+3.76%0.0403✗0.9821.2M2022-01-10
XECeCashnative0.000096170.000095964-0.21%0.00009039-6.01%0.0586✓1.006.7M2022-01-10
PEOPLEConstitutionDAOEthereum0.08970.08951-0.21%0.0772-13.94%0.1467✓1.0030.6M2022-01-10
RIFRootstock Infrastructure FrameworkEthereum0.17590.175549-0.20%0.1739-1.14%0.0083✓0.91484k2022-01-10
SUNSun TokenTron0.0189730.018936-0.20%0.018158-4.30%0.0404✓1.222.5M2022-01-10
SUSHISushiEthereum6.936.9166-0.19%6.56-5.34%0.0513✓1.3018.2M2022-01-10
DOTPolkadotPolkadot24.6324.5826-0.19%23.72-3.69%0.0341✓1.3071.0M2022-01-10
IMXImmutableEthereum3.763.7528-0.19%3.79+0.80%0.0117✗1.432.4M2022-01-10
ORBSOrbsEthereum0.0750.074859-0.19%0.0707-5.73%0.0558✓1.0716k2022-01-10
UNIUniswapEthereum15.7915.7603-0.19%15.11-4.31%0.0405✓1.2913.1M2022-01-10
ATMAtletico Madrid Fan TokenSolana6.556.5379-0.19%6.41-2.14%0.0190✓0.64674k2022-01-10
1INCH1INCHEthereum2.152.1461-0.18%2.07-3.72%0.0347✓1.083.5M2022-01-10
LSKLiskEthereum2.0532.0493-0.18%2.0021-2.48%0.0219✓1.1190k2022-01-10
SUPERSuperVerseEthereum1.011.0082-0.18%0.94-6.93%0.0678✓1.761.6M2022-01-10
XMRMoneroMonero191190.6645-0.18%182.5-4.45%0.0425✓1.032.9M2022-01-10
XTZTezosTezos4.21644.209-0.17%4.0324-4.36%0.0412✓1.354.6M2022-01-10
MTLMetal DAOMetal L21.891.8867-0.17%1.785-5.56%0.0540✓1.152.4M2022-01-10
JASMYJasmyCoinEthereum0.0720.071882-0.16%0.06891-4.29%0.0407✓1.2318.4M2022-01-10
MOVRMoonriverBase160.3372160.0762-0.16%155.6792-2.91%0.0265✓1.11540k2022-01-10
BCHSVBitcoin Cash SV108.94108.7649-0.16%105.99-2.71%0.0247✓0.952.6M2022-01-10
ETCEthereum Classicnative29.7429.6922-0.16%28.48-4.24%0.0404✓1.043.2M2022-01-10
BARFC Barcelona Fan TokenSolana7.847.8275-0.16%7.57-3.44%0.0327✓0.61760k2022-01-10
OXTOrchid ProtocolEthereum0.31610.315625-0.15%0.299-5.41%0.0525✓1.262.2M2022-01-10
BCHBitcoin CashBitcoin Cash376.94376.3774-0.15%363.56-3.55%0.0334✓1.028.5M2022-01-10
SHIBShiba InuEthereum0.000028280.000028238-0.15%0.0000267-5.59%0.0544✓1.241.7M2022-01-10
SNXSynthetixEthereum5.095.0824-0.15%4.88-4.13%0.0392✓1.153.3M2022-01-10
LEOLEO TokenEthereum3.76523.7598-0.14%3.7419-0.62%0.0049✓-0.08364k2022-01-10
COTICOTIEthereum0.33330.332833-0.14%0.3129-6.12%0.0599✓1.493.8M2022-01-10
CHZChilizEthereum0.2610.260656-0.13%0.251-3.83%0.0361✓1.324.5M2022-01-10
SANTOSSantos FC Fan TokenBinance Smart Chain2.8232.8196-0.12%2.704-4.22%0.0399✓1.561.2M2022-01-10
BELBella ProtocolEthereum1.2611.2595-0.12%1.188-5.79%0.0568✓1.333.1M2022-01-10
EWTEnergy Web TokenEthereum7.7597.7498-0.12%7.507-3.25%0.0310✓0.64231k2022-01-10
AXSAxie InfinityEthereum71.8971.8227-0.09%68.4-4.85%0.0475✓1.036.3M2022-01-10
RADRadworksEthereum8.568.5522-0.09%7.85-8.29%0.0846✓0.901.1M2022-01-10
ARPAARPAEthereum0.08320.083125-0.09%0.0794-4.57%0.0441✓1.381.1M2022-01-10
ZRX0x ProtocolEthereum0.7240630.723482-0.08%0.689086-4.83%0.0473✓1.142.6M2022-01-10
TKOTokocryptoBinance Smart Chain1.0651.0642-0.08%1.031-3.19%0.0305✓0.962.2M2022-01-10
NANOnanopayBase3.00733.0052-0.07%2.8841-4.10%0.0398✓1.10699k2022-01-10
ETHEthereumEthereum3,151.663,149.59-0.07%3,083.51-2.16%0.0199✓1.06591.9M2022-01-10
GTGateEthereum6.28546.2817-0.06%6.1496-2.16%0.0202✓0.843.5M2022-01-10
SOLSolanaSolana140.83140.7538-0.05%135.89-3.51%0.0338✓1.11198.8M2022-01-10
TRXTRONTron0.0661210.066101-0.03%0.063485-3.99%0.0392✓0.95552k2022-01-10
TRACOriginTrailEthereum0.98060.980391-0.02%1.0287+4.91%0.0499✗1.401.5M2022-01-10
CTKShentuOsmosis1.361.3598-0.02%1.327-2.43%0.0227✓1.355.2M2022-01-10
LRCLoopringEthereum1.57571.5756-0.00%1.468-6.84%0.0683✓1.931.3M2022-01-10
SPELLSpellEthereum0.0150.015004+0.02%0.01395-7.00%0.0698✗2.3927.1M2022-01-10
AAVEAaveEthereum209.53209.6241+0.04%199.9-4.60%0.0460✗1.1617.6M2022-01-10
ENSEthereum Name ServiceEthereum27.9828.0205+0.14%25.38-9.29%0.0967✗1.845.4M2022-01-10
NAKANakamoto GamesPolygon1.04741.0519+0.43%0.9491-9.39%0.1017✗0.913.4M2022-01-10
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.