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2022-01-26 · +30d

lstm_s4 · in-sample — the model trained on this date · 143 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
+0.1579
143 of 143 tokens assessed
long-short decile
+26.08%
realised beta-adjusted alpha
direction hit
72.0%
in alpha space · 64.3% on raw price
BTC over horizon
+6.51%
the unhedgeable market factor

Predicted vs actual (143 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
GLMRMoonbeamBase7.3336.6457-9.37%2.39-67.41%1.0857✓1.001.6M2022-02-25
YFIyearn.financeEthereum24,190.2021,968.06-9.19%20,170.96-16.62%0.1439✓0.9320.9M2022-02-25
POKTPocket NetworkEthereum1.25471.1416-9.01%0.8833-29.60%0.3196✓1.003.7M2022-02-25
CWEBCoinwebEthereum0.0524690.047877-8.75%0.022712-56.71%0.8088✓1.00363k2022-02-25
PROPropyEthereum2.482.2632-8.74%1.96-20.97%0.2069✓1.004.3M2022-02-25
DUSKDUSKEthereum0.60290.553529-8.19%0.3513-41.73%0.5734✓1.8852.0M2022-02-25
POWRPowerledgerEthereum0.53010.490549-7.46%0.533+0.55%0.0097✓1.162.1M2022-02-25
ATOMCosmos HubCosmos32.3530.5938-5.43%27.3-15.61%0.1867✓1.15125.9M2022-02-25
KNCKyber Network CrystalEthereum1.72651.6339-5.36%1.8595+7.70%0.0791✗0.802.4M2022-02-25
NAKANakamoto GamesPolygon0.45930.435618-5.16%0.419-8.77%0.1353✓1.532.2M2022-02-25
ICPInternet ComputerEthereum19.8618.8945-4.86%17.68-10.98%0.1460✓1.2634.9M2022-02-25
GTCGitcoinEthereum7.036.7331-4.22%6.32-10.10%0.0823✓0.302.2M2022-02-25
SUSHISushiEthereum4.264.0802-4.22%3.3-22.54%0.2978✓1.3613.0M2022-02-25
FTTFTXEthereum36.4835.0143-4.02%43.09+18.12%0.1322✗1.2033.0M2022-02-25
NCTPolySwarmEthereum0.050480.048591-3.74%0.03546-29.75%0.3781✓1.009.1M2022-02-25
CELLCellframeEthereum0.86120.830192-3.60%1.6442+90.92%0.5881✗1.51107k2022-02-25
API3Api3Ethereum3.783.6501-3.44%7.09+87.57%0.6495✗0.23493k2022-02-25
BATBasic AttentionEthereum0.809930.782986-3.33%0.7023-13.29%0.2209✓1.78698k2022-02-25
XEMNEMnative0.09770.094456-3.32%0.0985+0.82%0.0245✓1.0543k2022-02-25
SNXSynthetixEthereum4.634.4792-3.26%4.017-13.24%0.1883✓1.263.1M2022-02-25
DYDXdYdXCosmos5.8765.697-3.05%5.635-4.10%0.0729✓0.98320k2022-02-25
DOGEDogecoinDogecoin0.1430590.138796-2.98%0.127781-10.68%0.1476✓1.037.1M2022-02-25
XYMSymbolnative0.16250.157729-2.94%0.1469-9.60%0.1119✓0.65570k2022-02-25
CITYManchester City Fan TokenSolana8.868.6009-2.92%9.37+5.76%0.0387✗0.74744k2022-02-25
ADACardanoCardano1.07841.0479-2.82%0.8997-16.57%0.2240✓1.13113.2M2022-02-25
CERECere NetworkEthereum0.0340.03305-2.79%0.0277-18.53%0.2691✓1.47927k2022-02-25
UMAUMAEthereum5.875.7068-2.78%4.938-15.88%0.2117✓1.062.6M2022-02-25
OGOG Fan TokenSolana3.0382.9546-2.74%2.9-4.54%0.0735✓0.87993k2022-02-25
XLMStellarStellar0.1969330.191582-2.72%0.191142-2.94%0.0683✓1.0527.5M2022-02-25
XYOXYO NetworkEthereum0.0209060.020346-2.68%0.01813-13.28%0.1863✓1.133.4M2022-02-25
CBKCobakEthereum2.0862.0309-2.64%2.187+4.84%0.0049✓1.1023k2022-02-25
XPRXPR NetworkEthereum0.010350.010079-2.62%0.01016-1.84%0.0722✓1.272.3M2022-02-25
IMXImmutableEthereum32.9222-2.59%1.536-48.80%0.7417✓1.562.2M2022-02-25
XVGVergenative0.009780.009528-2.58%0.00953-2.56%0.0833✓1.321.7M2022-02-25
BANDBandEthereum3.443.3543-2.49%3.679+6.95%0.0139✓1.242.5M2022-02-25
LAZIOLazio Fan TokenBinance Smart Chain3.07432.9982-2.48%2.7299-11.20%0.1643✓1.123.7M2022-02-25
ALGOAlgorandAlgorand0.92330.901217-2.39%0.8312-9.98%0.1539✓1.1638.4M2022-02-25
CTKShentuOsmosis1.3331.3015-2.36%1.145-14.10%0.2084✓1.273.6M2022-02-25
DODODODOEthereum0.5010.489254-2.34%0.447-10.78%0.1884✓1.566.4M2022-02-25
QTUMQtumQtum5.59425.4635-2.34%6.1326+9.63%0.0258✗1.42229k2022-02-25
SANTOSSantos FC Fan TokenBinance Smart Chain2.5412.4821-2.32%2.336-8.07%0.1568✓1.521.0M2022-02-25
SKLSKALEEthereum0.11840.115668-2.31%0.1292+9.12%0.0274✗1.324.1M2022-02-25
BTCBitcoinBitcoin36,840.6335,994.21-2.30%39,238.48+6.51%0.0232✗1.00734.4M2022-02-25
CRVCurve DAOEthereum2.872.8043-2.29%2.365-17.60%0.2577✓1.3827.8M2022-02-25
PSGParis Saint-Germain Fan TokenSolana12.6312.342-2.28%14.74+16.71%0.1346✗0.68801k2022-02-25
RLCiExec RLCEthereum1.731.6913-2.23%1.66-4.05%0.1044✓1.362.9M2022-02-25
GODSGods UnchainedEthereum2.32.2496-2.19%1.21-47.39%0.7185✓1.562.6M2022-02-25
FILFilecoinFilecoin19.2818.8639-2.16%18.94-1.76%0.0706✓1.1814.0M2022-02-25
MTLMetal DAOMetal L21.4011.3708-2.16%1.445+3.14%0.0219✓1.181.8M2022-02-25
VSYSV.SYSTEMSnative0.012180.011919-2.14%0.01202-1.31%0.0479✓0.8919k2022-02-25
1INCH1INCHEthereum1.631.5952-2.14%1.453-10.86%0.1727✓1.262.3M2022-02-25
NMRNumeraireEthereum20.4119.9762-2.13%30.26+48.26%0.3688✗0.74377k2022-02-25
ARPAARPAEthereum0.06450.063129-2.13%0.0734+13.80%0.0583✗1.47605k2022-02-25
ENJEnjin CoinEthereum1.5521.519-2.12%1.45-6.57%0.1285✓1.301.8M2022-02-25
DKAdKargoEthereum0.083310.081582-2.07%0.08597+3.19%0.0223✓1.1845k2022-02-25
LUNATerraTerra 258.857.5821-2.07%73.2+24.49%0.1297✗1.758.6M2022-02-25
DNTdistrict0xEthereum0.07990.078253-2.06%0.0689-13.77%0.2054✓1.24342k2022-02-25
LINKChainlinkEthereum15.2414.929-2.04%14.39-5.58%0.1131✓1.2184.2M2022-02-25
PORTOFC PortoBinance Smart Chain2.69062.6364-2.01%2.7311+1.51%0.0292✓1.021.9M2022-02-25
WBTCWrapped BitcoinEthereum36,316.9035,587.44-2.01%39,386.50+8.45%0.0376✗1.0153k2022-02-25
OGNOrigin TokenEthereum0.3220.315537-2.01%0.297-7.76%0.1498✓1.421.6M2022-02-25
ACMAC Milan Fan TokenSolana3.7883.7141-1.95%4.091+8.00%0.0467✗0.79396k2022-02-25
UOSUltraEthereum1.02831.0087-1.90%1.2474+21.31%0.1321✗1.272.4M2022-02-25
OMGOMG NetworkEthereum4.22344.1436-1.89%3.9392-6.73%0.1267✓1.21403k2022-02-25
DASHDashDash93.1691.4008-1.89%92.9-0.28%0.0581✓1.183.1M2022-02-25
ASRAS Roma Fan TokenSolana2.8872.8327-1.88%2.571-10.95%0.1469✓0.79478k2022-02-25
XECeCashnative0.000071830.000070478-1.88%0.00007523+4.73%0.0045✓1.115.9M2022-02-25
CVCCivicEthereum0.22420.220122-1.82%0.2632+17.40%0.1089✗1.11469k2022-02-25
ORBSOrbsEthereum0.06180.060701-1.78%0.0646+4.53%0.0081✓1.1221k2022-02-25
AXSAxie InfinityEthereum49.6248.782-1.69%51.16+3.10%0.0285✓1.217.8M2022-02-25
JUVJuventus Fan TokenSolana5.685.5845-1.68%5.65-0.53%0.0410✓0.84561k2022-02-25
DOTPolkadotPolkadot18.0517.7527-1.65%17.28-4.27%0.1143✓1.3958.4M2022-02-25
IOTAIOTAIOTA0.80250.789325-1.64%0.7386-7.96%0.1360✓1.1020.8M2022-02-25
TRBTellor TributesEthereum18.9118.6037-1.62%21.16+11.90%0.0310✗1.55871k2022-02-25
AMPAmpEthereum0.029880.029397-1.62%0.02922-2.21%0.0648✓0.939.2M2022-02-25
MANADecentralandEthereum2.16072.1269-1.57%2.7367+26.66%0.1843✗1.083.1M2022-02-25
ANKRAnkr NetworkEthereum0.068850.067776-1.56%0.0649-5.74%0.0934✓0.7960k2022-02-25
LSKLiskEthereum1.65061.6248-1.56%1.6127-2.29%0.0773✓1.1193k2022-02-25
AUCTIONBounceEthereum1312.7989-1.55%12.83-1.31%0.0614✓1.01841k2022-02-25
XMRMoneroMonero148.42146.1651-1.52%153.74+3.58%0.0127✓1.002.3M2022-02-25
LRCLoopringEthereum1.07221.056-1.51%0.7733-27.88%0.4362✓1.981.2M2022-02-25
BARFC Barcelona Fan TokenSolana5.625.5361-1.49%5.3-5.69%0.0927✓0.78531k2022-02-25
LCXLCXEthereum0.09910.097654-1.46%0.082-17.26%0.2687✓1.491.9M2022-02-25
BCHSVBitcoin Cash SV90.6289.3051-1.45%84.8-6.42%0.1116✓0.951.7M2022-02-25
HIVEHivenative0.86730.854896-1.43%0.9019+3.99%0.0413✓1.503.5M2022-02-25
ACHAlchemy PayEthereum0.0417790.041182-1.43%0.048666+16.48%0.0878✗1.2610.8M2022-02-25
PHAPHALAEthereum0.2470.243527-1.41%0.229-7.29%0.1223✓0.9670k2022-02-25
ATMAtletico Madrid Fan TokenSolana4.914.8457-1.31%4.61-6.11%0.0953✓0.72457k2022-02-25
XTZTezosTezos2.94262.9042-1.31%3.2131+9.19%0.0144✗1.372.6M2022-02-25
PEOPLEConstitutionDAOEthereum0.04390.043337-1.28%0.0696+58.54%0.3466✗2.0222.4M2022-02-25
COTICOTIEthereum0.25610.252868-1.26%0.2121-17.18%0.2725✓1.534.3M2022-02-25
OXTOrchid ProtocolEthereum0.2350.23216-1.21%0.2233-4.98%0.1168✓1.231.9M2022-02-25
MEDMediblocOsmosis0.038320.037878-1.15%0.0389+1.51%0.0441✓1.1230k2022-02-25
CTSICartesiEthereum0.45030.445186-1.14%0.3727-17.23%0.2646✓1.382.6M2022-02-25
ZENHorizenBase36.6236.239-1.04%34.73-5.16%0.1414✓1.57626k2022-02-25
METRONOMEMETRONOME2.86652.8367-1.04%2.1201-26.04%0.3453✓0.864,3322022-02-25
SCSiacoinnative0.009560.009461-1.03%0.0088-7.95%0.1390✓1.06630k2022-02-25
KSMKusamaHydration165.32163.7466-0.95%124.6-24.63%0.3484✓1.191.3M2022-02-25
KCSKuCoinnative16.16716.0206-0.91%19.466+20.41%0.0986✗1.5310.9M2022-02-25
MINAMina Protocolnative2.312.2896-0.88%2.09-9.52%0.1655✓1.18667k2022-02-25
SUNSun TokenTron0.0145870.014458-0.88%0.011713-19.70%0.2858✓1.192.7M2022-02-25
LEOLEO TokenEthereum3.5943.5624-0.88%5.9173+64.64%0.5079✗-0.01375k2022-02-25
EWTEnergy Web TokenEthereum6.0515.9982-0.87%4.933-18.48%0.2468✓0.81156k2022-02-25
ETCEthereum Classicnative24.3424.1352-0.84%28.01+15.08%0.0810✗1.084.1M2022-02-25
BNTBancor NetworkEthereum2.322.3016-0.79%2.28-1.72%0.0735✓1.02800k2022-02-25
COMPCompoundEthereum125.05124.1067-0.75%112.66-9.91%0.1779✓1.2980k2022-02-25
GRTThe GraphEthereum0.40470.40171-0.74%0.3611-10.77%0.1876✓1.2811.7M2022-02-25
JASMYJasmyCoinEthereum0.04720.046875-0.69%0.01819-61.46%1.0303✓1.339.9M2022-02-25
ENSEthereum Name ServiceEthereum17.0216.9076-0.66%14.87-12.63%0.2428✓1.814.0M2022-02-25
AVAXAvalancheAvalanche65.8965.4561-0.66%81.05+23.01%0.1308✗1.3192.3M2022-02-25
GTGateEthereum6.36156.3207-0.64%6.3134-0.76%0.0602✓0.944.3M2022-02-25
STORJStorjEthereum1.0681.0612-0.63%0.95596-10.49%0.1668✓0.99402k2022-02-25
MOVRMoonriverBase78.485578.0225-0.59%67.1249-14.47%0.2274✓1.22445k2022-02-25
QNTQuantEthereum97.6397.108-0.53%112.52+15.25%0.0825✗1.037.5M2022-02-25
SUPERSuperVerseEthereum0.670.666467-0.53%0.72+7.46%0.0420✓1.891.2M2022-02-25
SHIBShiba InuEthereum0.000021110.000021022-0.42%0.00002483+17.62%0.0771✗1.421.8M2022-02-25
TWTTrust WalletBinance Smart Chain0.50150.499541-0.39%0.4821-3.87%0.1209✓1.352.9M2022-02-25
GITCOINGITCOIN6.9826.9589-0.33%6.282-10.03%0.1188✓0.2638k2022-02-25
ETHEthereumEthereum2,465.002,456.85-0.33%2,769.52+12.35%0.0500✗1.11569.1M2022-02-25
LTCLitecoinLitecoin107106.6506-0.33%109.33+2.18%0.0594✓1.3435.8M2022-02-25
BICOBiconomyEthereum1.911.9044-0.29%1.315-31.15%0.4624✓1.465.2M2022-02-25
LPTLivepeerEthereum24.124.0422-0.24%25.27+4.85%0.0547✓1.662.7M2022-02-25
DEXEDeXeEthereum6.136.1166-0.22%6.33+3.26%0.0210✗0.211.2M2022-02-25
ASMAssemble AIEthereum0.04910.048995-0.21%0.04609-6.13%0.1564✓1.511.8M2022-02-25
TKOTokocryptoBinance Smart Chain0.7460.744522-0.20%0.654-12.33%0.1997✓1.112.0M2022-02-25
TRACOriginTrailEthereum0.55760.556713-0.16%0.4634-16.89%0.2798✓1.531.4M2022-02-25
MASKMask NetworkEthereum5.645.6397-0.00%4.62-18.09%0.2585✓0.94990k2022-02-25
UNIUniswapEthereum10.5810.5819+0.02%9.25-12.57%0.2182✗1.3312.5M2022-02-25
ZRX0x ProtocolEthereum0.5308130.531446+0.12%0.539539+1.64%0.0625✗1.233.4M2022-02-25
NANOnanopayBase2.38022.3835+0.13%1.8773-21.13%0.3198✗1.29841k2022-02-25
CHZChilizEthereum0.17270.172994+0.17%0.1741+0.81%0.0809✗1.384.1M2022-02-25
RADRadworksEthereum5.055.0606+0.21%4.51-10.69%0.1770✗0.981.1M2022-02-25
RIFRootstock Infrastructure FrameworkEthereum0.1150.115338+0.29%0.1468+27.65%0.1813✓0.95349k2022-02-25
ZECZcashZcash89.8490.1164+0.31%106.72+18.79%0.0860✓1.327.8M2022-02-25
SPELLSpellEthereum0.00780.007837+0.48%0.00434-44.36%0.7426✗2.4021.3M2022-02-25
BELBella ProtocolEthereum0.8560.861109+0.60%0.882+3.04%0.0629✗1.382.4M2022-02-25
SOLSolanaSolana92.1892.8072+0.68%92.84+0.72%0.0744✗1.19164.2M2022-02-25
TRXTRONTron0.0561640.056612+0.80%0.059479+5.90%0.0103✗0.95491k2022-02-25
AAVEAaveEthereum146.64147.8204+0.80%139.7-4.73%0.1407✗1.3414.8M2022-02-25
AGLDAdventure GoldEthereum0.80.806663+0.83%1.168+46.00%0.2701✓1.59538k2022-02-25
BFCBifrostEthereum0.165320.166853+0.93%0.15869-4.01%0.1490✗1.5716k2022-02-25
BCHBitcoin CashBitcoin Cash289.23292.3255+1.07%309.04+6.85%0.0101✓1.048.5M2022-02-25
XVSVenusEthereum7.928.2027+3.57%9.2+16.16%0.0320✓1.313.0M2022-02-25
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.