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2022-06-17 · +1d

lstm_s4 · in-sample — the model trained on this date · 173 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
-0.0121
173 of 173 tokens assessed
long-short decile
-4.71%
realised beta-adjusted alpha
direction hit
71.7%
in alpha space · 19.2% on raw price
BTC over horizon
-7.33%
the unhedgeable market factor

Predicted vs actual (173 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
AVTAventusEthereum1.491.4748-1.02%2.06+38.26%0.3864✗0.69166k2022-06-18
STORJStorjEthereum0.472670.469832-0.60%0.43006-9.01%0.0185✗1.4163k2022-06-18
TWTTrust WalletBinance Smart Chain0.72370.719413-0.59%0.7155-1.13%0.0850✗1.192.8M2022-06-18
BELBella ProtocolEthereum0.8880.88323-0.54%0.788-11.26%0.0404✗2.0329.5M2022-06-18
ASRAS Roma Fan TokenSolana3.1333.1202-0.41%2.936-6.29%0.0062✓0.724.9M2022-06-18
PEOPLEConstitutionDAOEthereum0.021960.021872-0.40%0.02407+9.61%0.2427✗1.9340.1M2022-06-18
OGNOrigin TokenEthereum0.240.239168-0.35%0.233-2.92%0.0980✗1.631.2M2022-06-18
TRBTellor TributesEthereum11.0110.9773-0.30%9.79-11.08%0.0137✗1.68322k2022-06-18
GITCOINGITCOIN2.41652.4113-0.22%2.144-11.28%0.0171✗1.7717k2022-06-18
CWEBCoinwebEthereum0.0153930.015361-0.21%0.014203-7.73%0.0328✓0.60469k2022-06-18
JUVJuventus Fan TokenSolana3.683.6726-0.20%3.39-7.88%0.0339✓0.611.9M2022-06-18
GODSGods UnchainedEthereum0.553520.552433-0.20%0.50803-8.22%0.0536✗1.803.6M2022-06-18
C98Coin98Ethereum0.49930.498463-0.17%0.4617-7.53%0.0005✓1.00161k2022-06-18
OGOG Fan TokenSolana2.8492.8443-0.17%2.618-8.11%0.0403✓0.564.3M2022-06-18
WOOWOOEthereum0.14920.148995-0.14%0.1378-7.64%0.0150✗1.223,2772022-06-18
BATBasic AttentionEthereum0.338270.337813-0.13%0.31116-8.01%0.0168✗1.30105k2022-06-18
BCHSVBitcoin Cash SV54.43254.3678-0.12%55.298+1.59%0.0844✗0.891.2M2022-06-18
DUSKDUSKEthereum0.12140.121295-0.09%0.1102-9.23%0.0196✓1.003.3M2022-06-18
ADACardanoCardano0.48680.486397-0.08%0.4544-6.66%0.0394✗1.4171.0M2022-06-18
MTLMetal DAOMetal L21.341.3389-0.08%1.218-9.10%0.0198✗1.504.9M2022-06-18
PHAPHALAEthereum0.10660.106526-0.07%0.0999-6.29%0.0176✗1.085,8092022-06-18
IDEXIDEXEthereum0.056120.056096-0.04%0.04811-14.27%0.0774✓1.001,5532022-06-18
GTCGitcoinEthereum2.362.3593-0.03%2.17-8.05%0.0426✗1.66311k2022-06-18
LEOLEO TokenEthereum5.0555.0536-0.03%5.06+0.10%0.0198✗0.24226k2022-06-18
SANTOSSantos FC Fan TokenBinance Smart Chain3.6193.6182-0.02%3.423-5.42%0.0033✓0.686.3M2022-06-18
BARFC Barcelona Fan TokenSolana3.963.9596-0.01%3.86-2.53%0.0277✗0.701.5M2022-06-18
XYMSymbolnative0.0504990.050497-0.00%0.0493-2.37%0.0282✗0.6965k2022-06-18
XVSVenusEthereum4.164.1604+0.01%4.07-2.16%0.1059✓1.681.6M2022-06-18
LAZIOLazio Fan TokenBinance Smart Chain2.14592.1467+0.04%2.0842-2.88%0.0393✓0.903.1M2022-06-18
UMAUMAEthereum2.6492.65+0.04%2.376-10.31%0.0136✗1.251.1M2022-06-18
EWTEnergy Web TokenEthereum2.4132.414+0.04%2.377-1.49%0.0608✓1.0075k2022-06-18
FTTFTXEthereum24.3524.3609+0.04%22.79-6.41%0.0037✓0.929.9M2022-06-18
MANADecentralandEthereum0.838280.838659+0.05%0.77754-7.25%0.0304✓1.39725k2022-06-18
LINKChainlinkEthereum6.3566.3594+0.05%5.918-6.89%0.0285✓1.3241.5M2022-06-18
DKAdKargoEthereum0.046570.046597+0.06%0.04483-3.74%0.0397✓1.0315k2022-06-18
CTKShentuOsmosis0.7610.761448+0.06%0.795+4.47%0.1150✓0.941.7M2022-06-18
ORBSOrbsEthereum0.04010.040124+0.06%0.03819-4.76%0.0346✓1.102,9602022-06-18
LCXLCXEthereum0.06130.061338+0.06%0.0572-6.69%0.0489✓1.56409k2022-06-18
PROPropyEthereum0.90.900643+0.07%0.85-5.56%0.0010✗0.75186k2022-06-18
BANDBandEthereum1.3721.373+0.07%1.287-6.20%0.0544✓1.56407k2022-06-18
XEMNEMnative0.0398990.03993+0.08%0.037989-4.79%0.0504✓1.3226k2022-06-18
DEXEDeXeEthereum2.712.7122+0.08%2.46-9.23%0.0123✗1.12663k2022-06-18
API3Api3Ethereum1.2761.2775+0.12%1.425+11.68%0.2243✓1.51891k2022-06-18
DIADIAEthereum0.385560.38605+0.13%0.35701-7.40%0.0258✗0.69256k2022-06-18
XLMStellarStellar0.1118030.111945+0.13%0.107534-3.82%0.0430✓1.0911.1M2022-06-18
ACMAC Milan Fan TokenSolana2.922.9238+0.13%2.82-3.42%0.0291✓0.861.8M2022-06-18
STEEMSteemnative0.20110.201395+0.15%0.1826-9.20%0.0028✗1.25656k2022-06-18
ARPAARPAEthereum0.02820.028251+0.18%0.0267-5.32%0.0447✓1.33197k2022-06-18
FIDABonfidaSolana0.3460.346643+0.19%0.297-14.16%0.0666✗1.1616k2022-06-18
DODODODOEthereum0.12440.124632+0.19%0.1123-9.73%0.0044✓1.434.4M2022-06-18
CERECere NetworkEthereum0.0069450.006959+0.20%0.006281-9.56%0.0447✗0.76167k2022-06-18
CTSICartesiEthereum0.14860.148897+0.20%0.1405-5.45%0.0523✓1.45917k2022-06-18
IMXImmutableEthereum0.7590.760632+0.22%0.712-6.19%0.0545✓1.583.3M2022-06-18
STXStacksnative0.38170.382545+0.22%0.3371-11.68%0.0249✗1.33195k2022-06-18
ATMAtletico Madrid Fan TokenSolana3.123.1272+0.23%2.97-4.81%0.0093✓0.801.5M2022-06-18
ICPInternet ComputerEthereum5.4375.4498+0.24%5.133-5.59%0.0484✓1.4211.1M2022-06-18
PSGParis Saint-Germain Fan TokenSolana6.256.2652+0.24%6.1-2.40%0.0124✓0.512.0M2022-06-18
METRONOMEMETRONOME0.850350.852435+0.25%0.75523-11.19%0.0583✗0.828792022-06-18
POKTPocket NetworkEthereum0.13040.130727+0.25%0.1228-5.83%0.0145✓1.01255k2022-06-18
BFCBifrostEthereum0.045990.046106+0.25%0.04148-9.81%0.0035✗1.3470k2022-06-18
ANKRAnkr NetworkEthereum0.026750.026818+0.26%0.02514-6.02%0.0399✓1.3719k2022-06-18
WBTCWrapped BitcoinEthereum20,457.0020,509.79+0.26%19,116.80-6.55%0.0051✓0.9929k2022-06-18
ASTRAstarEthereum0.04620.046322+0.26%0.0455-1.52%0.1001✓1.5516k2022-06-18
NCTPolySwarmEthereum0.017770.01782+0.28%0.01535-13.62%0.0958✗0.70608k2022-06-18
ENJEnjin CoinEthereum0.4410.442246+0.28%0.412-6.58%0.0395✓1.45108k2022-06-18
RADRadworksEthereum1.551.5544+0.28%1.46-5.81%0.0282✓1.19270k2022-06-18
ALGOAlgorandAlgorand0.310.310939+0.30%0.2955-4.68%0.0437✓1.2414.4M2022-06-18
POWRPowerledgerEthereum0.21320.21385+0.31%0.1978-7.22%0.0290✓1.41462k2022-06-18
NAKANakamoto GamesPolygon0.080.08026+0.32%0.0691-13.62%0.0420✗1.41334k2022-06-18
SKLSKALEEthereum0.0520.05217+0.33%0.0485-6.73%0.0383✓1.461.7M2022-06-18
AIOZAIOZ NetworkEthereum0.06150.061702+0.33%0.0517-15.93%0.0862✗1.19147k2022-06-18
GLMGolemEthereum0.22070.221432+0.33%0.2039-7.61%0.0067✓1.17100k2022-06-18
PORTOFC PortoBinance Smart Chain1.7411.7469+0.34%1.6728-3.92%0.0256✓0.912.8M2022-06-18
MEDMediblocOsmosis0.0197880.019855+0.34%0.02049+3.55%0.1231✓1.208,7652022-06-18
DYDXdYdXCosmos1.1661.17+0.34%1.063-8.83%0.0176✓1.4979k2022-06-18
BICOBiconomyEthereum0.5050.506763+0.35%0.503-0.40%0.0938✓1.33767k2022-06-18
ZENHorizenBase14.0814.1297+0.35%13.17-6.46%0.0417✓1.4755k2022-06-18
SUNSun TokenTron0.0060550.006077+0.35%0.005876-2.96%0.0473✓1.062,5622022-06-18
UNIUniswapEthereum3.9313.9449+0.35%3.637-7.48%0.0220✓1.363.3M2022-06-18
LTCLitecoinLitecoin47.5547.7192+0.36%47.13-0.88%0.0794✓1.2117.5M2022-06-18
DOGEDogecoinDogecoin0.0568770.057082+0.36%0.052785-7.19%0.0182✓1.271.3M2022-06-18
XECeCashnative0.000037960.000038099+0.37%0.00003566-6.06%0.0354✓1.332.8M2022-06-18
LSKLiskEthereum0.987830.99146+0.37%0.93123-5.73%0.0282✓1.1949k2022-06-18
AUCTIONBounceEthereum4.784.7977+0.37%4.4-7.95%0.0162✓1.35400k2022-06-18
HIVEHivenative0.36270.36407+0.38%0.3505-3.36%0.0706✓1.431.1M2022-06-18
OMGOMG NetworkEthereum1.86111.8682+0.39%1.728-7.15%0.0243✓1.3455k2022-06-18
IOTAIOTAIOTA0.2660.267029+0.39%0.2512-5.56%0.0361✓1.285.1M2022-06-18
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain2.43362.4431+0.39%2.3544-3.25%0.0465✓1.102.9M2022-06-18
GALAGALAEthereum0.05680.057025+0.40%0.0534-5.99%0.0550✓1.59142k2022-06-18
ACHAlchemy PayEthereum0.0120480.012096+0.40%0.011617-3.58%0.0261✓0.872.0M2022-06-18
AMPAmpEthereum0.008970.009006+0.40%0.00847-5.57%0.0185✓1.051.4M2022-06-18
DOTPolkadotPolkadot7.2697.2983+0.40%7.044-3.10%0.0674✓1.3513.8M2022-06-18
KSMKusamaHydration48.9749.1764+0.42%48.42-1.12%0.0798✓1.25986k2022-06-18
1INCH1INCHEthereum0.590.592498+0.42%0.552-6.44%0.0078✓1.03365k2022-06-18
QTUMQtumQtum2.7442.7559+0.43%2.5838-5.84%0.0263✓1.1939k2022-06-18
DASHDashDash43.5343.7196+0.44%41.55-4.55%0.0350✓1.13810k2022-06-18
MASKMask NetworkEthereum1.311.3157+0.44%1.33+1.53%0.1343✓1.62596k2022-06-18
NMRNumeraireEthereum8.038.0653+0.44%7.81-2.74%0.0453✓1.02267k2022-06-18
ASMAssemble AIEthereum0.02040.02049+0.44%0.01934-5.20%0.0248✓1.08137k2022-06-18
SOLSolanaSolana30.6930.8274+0.45%32.01+4.30%0.1450✓1.41109.1M2022-06-18
TRXTRONTron0.05980.060068+0.45%0.060855+1.76%0.0879✓0.98887k2022-06-18
XPRXPR NetworkEthereum0.002750.002762+0.45%0.002612-5.02%0.0302✓1.132.1M2022-06-18
CELLCellframeEthereum0.23780.238875+0.45%0.2227-6.35%0.0257✓1.2631k2022-06-18
SANDThe SandboxEthereum0.8570.860876+0.45%0.798-6.88%0.0003✓1.001.5M2022-06-18
ENSEthereum Name ServiceEthereum8.248.2773+0.45%8.89+7.89%0.1993✓1.682.4M2022-06-18
BORABORAKlay Token0.293090.294423+0.45%0.28073-4.22%0.0662✓1.5012k2022-06-18
QNTQuantEthereum46.5646.7736+0.46%48.77+4.75%0.1186✓1.011.9M2022-06-18
FILFilecoinFilecoin5.3335.3575+0.46%5.103-4.31%0.0525✓1.332.5M2022-06-18
SCSiacoinnative0.003540.003556+0.46%0.00339-4.24%0.0685✓1.53239k2022-06-18
RLCiExec RLCEthereum0.640.642967+0.46%0.61-4.69%0.0582✓1.46182k2022-06-18
CHZChilizEthereum0.09430.094746+0.47%0.0868-7.95%0.0065✓1.24803k2022-06-18
AERGOAergo [OLD]Ethereum0.11180.112331+0.48%0.1042-6.80%0.0331✓1.4250k2022-06-18
ATOMCosmos HubCosmos6.3736.4036+0.48%6.069-4.77%0.0484✓1.3413.7M2022-06-18
ZECZcashZcash62.5262.82+0.48%59.26-5.21%0.0447✓1.353.3M2022-06-18
ALICEMy Neighbor AliceEthereum2.0382.0479+0.48%2.038+0.00%0.1110✓1.5288k2022-06-18
UOSUltraEthereum0.263340.264618+0.49%0.235-10.76%0.0211✗1.28453k2022-06-18
MINAMina Protocolnative0.6110.614029+0.50%0.578-5.40%0.0450✓1.38531k2022-06-18
RUNETHORChainTHORChain1.7271.7357+0.50%1.56-9.67%0.0140✓1.5992k2022-06-18
OXTOrchid ProtocolEthereum0.09240.092868+0.51%0.0869-5.95%0.0229✓1.17686k2022-06-18
CBKCobakEthereum0.870460.874952+0.52%0.80868-7.10%0.0158✓1.246,0082022-06-18
COTICOTIEthereum0.08920.089663+0.52%0.0832-6.73%0.0401✓1.511.1M2022-06-18
BTTCBTTC7.60e-77.64e-7+0.52%7.40e-7-2.63%0.0354✓0.885.3M2022-06-18
NANOnanopayBase0.8083990.812655+0.53%0.758897-6.12%0.0168✓1.12119k2022-06-18
CVCCivicEthereum0.1310.131693+0.53%0.1231-6.03%0.0377✓1.38166k2022-06-18
LRCLoopringEthereum0.3760.377993+0.53%0.3417-9.12%0.0131✓1.50146k2022-06-18
JASMYJasmyCoinEthereum0.009130.009179+0.53%0.00909-0.44%0.0644✓0.9711.3M2022-06-18
SHIBShiba InuEthereum0.000008160.000008204+0.54%0.00000771-5.51%0.0332✓1.25813k2022-06-18
DNTdistrict0xEthereum0.03570.035892+0.54%0.0333-6.72%0.0322✓1.41364k2022-06-18
TKOTokocryptoBinance Smart Chain0.2660.267442+0.54%0.259-2.63%0.0499✓1.08847k2022-06-18
FETArtificial Superintelligence AllianceEthereum0.07990.080333+0.54%0.0752-5.88%0.0397✓1.394,6642022-06-18
LPTLivepeerEthereum7.727.7624+0.55%7.08-8.29%0.0012✓1.19468k2022-06-18
KCSKuCoinnative11.09611.1578+0.56%9.571-13.74%0.0710✗1.085.0M2022-06-18
ETCEthereum Classicnative14.3714.4504+0.56%13.68-4.80%0.0432✓1.292.1M2022-06-18
ROSEOasisBinance Smart Chain0.047790.048061+0.57%0.04472-6.42%0.0497✓1.601.6M2022-06-18
ZRX0x ProtocolEthereum0.2678790.269408+0.57%0.247565-7.58%0.0229✓1.412.4M2022-06-18
XYOXYO NetworkEthereum0.006710.006748+0.57%0.00624-7.00%0.0005✓1.03540k2022-06-18
SUPERSuperVerseEthereum0.128620.129364+0.58%0.12089-6.01%0.0543✓1.60246k2022-06-18
XVGVergenative0.002910.002927+0.58%0.00273-6.19%0.0423✓1.47645k2022-06-18
CITYManchester City Fan TokenSolana4.114.1341+0.59%4.18+1.70%0.0669✓0.731.4M2022-06-18
ETHEthereumEthereum1,085.761,092.14+0.59%993.64-8.48%0.0086✗1.13386.3M2022-06-18
XTZTezosTezos1.38791.3961+0.59%1.2889-7.13%0.0208✓1.32914k2022-06-18
LUNATerraTerra 20.000058530.000058877+0.59%0.0000554-5.35%0.1040✓2.171.6M2022-06-18
BRISEBitgertEthereum3.34e-73.36e-7+0.60%2.94e-7-12.01%0.0671✗0.88951k2022-06-18
YGGYield Guild GamesEthereum0.3850.387336+0.61%0.338-12.21%0.0173✗1.563,5232022-06-18
HIGHHighstreetEthereum1.2831.2908+0.61%1.168-8.96%0.0193✓1.57223k2022-06-18
AXSAxie InfinityEthereum13.8413.9247+0.61%12.93-6.58%0.0370✓1.462.2M2022-06-18
NEXONEXOEthereum0.6460.649966+0.61%0.612-5.26%0.0295✓1.18977k2022-06-18
KNCKyber Network CrystalEthereum1.37691.3854+0.61%1.2522-9.06%0.0037✓1.281.5M2022-06-18
SPELLSpellEthereum0.0007770.000781855+0.62%0.0007-9.91%0.0057✓1.382.0M2022-06-18
GRTThe GraphEthereum0.09840.099029+0.64%0.0987+0.30%0.1084✓1.475.0M2022-06-18
COMPCompoundEthereum32.8333.0424+0.65%28.98-11.73%0.0190✗1.4726k2022-06-18
BCHBitcoin CashBitcoin Cash121.36122.1491+0.65%115.22-5.06%0.0340✓1.214.5M2022-06-18
VSYSV.SYSTEMSnative0.0029040.002923+0.66%0.002641-9.06%0.0178✗1.104,6932022-06-18
SUSHISushiEthereum1.011.0167+0.67%0.93-7.92%0.0316✓1.591.1M2022-06-18
BTCBitcoinBitcoin20,447.8620,584.58+0.67%18,948.89-7.33%0.0067✗1.00582.4M2022-06-18
APEApeCoinEthereum3.7413.7666+0.68%3.615-3.37%0.1029✓1.8915.8M2022-06-18
GMTGMTEthereum0.6160.620438+0.72%0.601-2.44%0.1038✓1.781.6M2022-06-18
AVAXAvalancheAvalanche15.9816.0953+0.72%14.8-7.38%0.0276✓1.4649.3M2022-06-18
RIFRootstock Infrastructure FrameworkEthereum0.05860.059024+0.72%0.0528-9.90%0.0514✗0.79313k2022-06-18
ORCAOrcaSolana0.490.493579+0.73%0.48-2.04%0.0626✓1.1956k2022-06-18
YFIyearn.financeEthereum4,789.564,825.36+0.75%4,369.27-8.78%0.0001✓1.303.6M2022-06-18
TRACOriginTrailEthereum0.16440.16564+0.75%0.1531-6.87%0.0336✓1.48191k2022-06-18
OPTIMOptimism0.5180.521921+0.76%0.451-12.93%0.0699✗1.006.4M2022-06-18
BNTBancor NetworkEthereum0.560.564318+0.77%0.49-12.50%0.0524✗1.1771k2022-06-18
GLMRMoonbeamBase0.6970.702625+0.81%0.611-12.34%0.0084✗1.73303k2022-06-18
XMRMoneroMonero114.16115.0843+0.81%104.18-8.74%0.0128✗1.141.7M2022-06-18
MOVRMoonriverBase11.624911.7211+0.83%10.6122-8.71%0.0015✓1.32194k2022-06-18
CRVCurve DAOEthereum0.660.665575+0.84%0.583-11.67%0.0268✗1.394.6M2022-06-18
AGLDAdventure GoldEthereum0.2910.293462+0.85%0.271-6.87%0.0388✓1.56376k2022-06-18
SNXSynthetixEthereum1.7151.7298+0.86%1.554-9.39%0.0248✓1.732.4M2022-06-18
AAVEAaveEthereum57.3157.8308+0.91%49.52-13.59%0.0273✗1.687.6M2022-06-18
GTGateEthereum3.95983.9958+0.91%3.6059-8.94%0.0501✗0.691.7M2022-06-18
FLOWFlownative1.3921.4059+1.00%1.264-9.20%0.0302✗1.00541k2022-06-18
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.