8=======>

2021-12-24 · +7d

lstm_s5 · in-sample — the model trained on this date · 136 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
-0.0223
136 of 136 tokens assessed
long-short decile
+6.22%
realised beta-adjusted alpha
direction hit
26.5%
in alpha space · 85.1% on raw price
BTC over horizon
-9.12%
the unhedgeable market factor

Predicted vs actual (136 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
XVSVenusEthereum15.8315.7863-0.28%15.14-4.36%0.0670✗1.145.0M2021-12-31
BFCBifrostEthereum0.214830.213897-0.43%0.19688-8.36%0.0723✗1.6224k2021-12-31
WBTCWrapped BitcoinEthereum50,714.6050,409.09-0.60%46,060.20-9.18%0.0039✓0.989,2792021-12-31
AGLDAdventure GoldEthereum1.71.6896-0.61%1.62-4.71%0.1214✗1.711.5M2021-12-31
SANTOSSantos FC Fan TokenBinance Smart Chain3.7933.7697-0.62%3.496-7.83%0.0203✗1.003.5M2021-12-31
BTCBitcoinBitcoin50,851.3850,536.78-0.62%46,211.24-9.12%0.0062✗1.00750.8M2021-12-31
PHAPHALAEthereum0.3680.365605-0.65%0.426+15.76%0.2252✗0.7645k2021-12-31
RLCiExec RLCEthereum3.083.0595-0.67%2.93-4.87%0.0800✗1.293.2M2021-12-31
LINKChainlinkEthereum21.4721.3219-0.69%19.51-9.13%0.0363✗1.3169.7M2021-12-31
BARFC Barcelona Fan TokenSolana9.058.984-0.73%8.8-2.76%0.0442✗0.681.0M2021-12-31
ETHEthereumEthereum4,049.654,019.54-0.74%3,675.80-9.23%0.0107✗1.05768.5M2021-12-31
OGOG Fan TokenSolana4.1574.1258-0.75%4.508+8.44%0.1683✗0.83714k2021-12-31
ACMAC Milan Fan TokenSolana5.2755.2354-0.75%5.023-4.78%0.0207✗0.65846k2021-12-31
DOGEDogecoinDogecoin0.1863160.184854-0.78%0.170222-8.64%0.0239✗1.116.1M2021-12-31
1INCH1INCHEthereum2.752.7282-0.79%2.39-13.09%0.0352✓1.024.7M2021-12-31
JUVJuventus Fan TokenSolana9.078.9964-0.81%8.41-7.28%0.0069✓0.78836k2021-12-31
QNTQuantEthereum199.57197.9265-0.82%179.22-10.20%0.0094✓0.9412.0M2021-12-31
ADACardanoCardano1.39351.3812-0.89%1.3082-6.12%0.0479✗1.07124.4M2021-12-31
MTLMetal DAOMetal L22.2662.2452-0.92%2.058-9.18%0.0190✗1.113.4M2021-12-31
ORBSOrbsEthereum0.08880.087952-0.96%0.0823-7.32%0.0381✗1.0921k2021-12-31
BELBella ProtocolEthereum1.5931.5777-0.96%1.542-3.20%0.1020✗1.315.2M2021-12-31
NMRNumeraireEthereum34.0133.6828-0.96%31.4-7.67%0.0060✓0.67649k2021-12-31
DYDXdYdXCosmos8.6818.5904-1.04%8.1-6.69%0.0688✗1.33511k2021-12-31
BCHBitcoin CashBitcoin Cash452.27447.4866-1.06%430.15-4.89%0.0588✗1.0313.7M2021-12-31
LEOLEO TokenEthereum3.58143.5423-1.09%3.7613+5.02%0.0517✗-0.09384k2021-12-31
LSKLiskEthereum2.57592.5476-1.10%2.397-6.95%0.0523✗1.18152k2021-12-31
FILFilecoinFilecoin36.4736.0565-1.13%34.24-6.11%0.0456✗1.0223.1M2021-12-31
XEMNEMnative0.13590.134337-1.15%0.1227-9.71%0.0143✗1.10202k2021-12-31
SOLSolanaSolana190.65188.4335-1.16%169.88-10.89%0.0061✓1.02257.1M2021-12-31
UNIUniswapEthereum17.517.2893-1.20%16.98-2.97%0.1073✗1.3114.6M2021-12-31
ATMAtletico Madrid Fan TokenSolana7.767.6661-1.21%7.06-9.02%0.0216✓0.631.0M2021-12-31
XLMStellarStellar0.2786280.275245-1.21%0.266478-4.36%0.0639✗1.0136.2M2021-12-31
DEXEDeXeEthereum12.3412.1893-1.22%11.78-4.54%0.0612✓-0.284.9M2021-12-31
NANOnanopayBase3.64213.5956-1.28%3.4015-6.61%0.0462✗1.06819k2021-12-31
MEDMediblocOsmosis0.057980.057215-1.32%0.05331-8.05%0.0361✗1.1217k2021-12-31
BCHSVBitcoin Cash SV129.58127.8608-1.33%121.02-6.61%0.0396✗0.993.2M2021-12-31
XMRMoneroMonero204.44201.6265-1.38%228.93+11.98%0.2218✗0.992.7M2021-12-31
QTUMQtumQtum9.79219.6556-1.39%8.736-10.79%0.0381✗1.44349k2021-12-31
BNTBancor NetworkEthereum3.533.479-1.45%3.21-9.07%0.0140✓0.991.3M2021-12-31
TRXTRONTron0.0808920.079721-1.45%0.075477-6.69%0.0374✗0.96659k2021-12-31
METRONOMEMETRONOME5.2195.1431-1.46%4.7425-9.13%0.0093✓0.7529k2021-12-31
ICPInternet ComputerEthereum27.6327.2262-1.46%24.42-11.62%0.0253✗1.4024.1M2021-12-31
ZRX0x ProtocolEthereum0.8506110.838121-1.47%0.802611-5.64%0.0602✗1.083.7M2021-12-31
NAKANakamoto GamesPolygon1.89671.8687-1.48%1.62-14.59%0.0796✓0.668.1M2021-12-31
MOVRMoonriverBase188.1748185.3929-1.48%181.8528-3.36%0.0895✗1.14720k2021-12-31
SKLSKALEEthereum0.21710.21385-1.50%0.2023-6.82%0.0619✗1.236.5M2021-12-31
ZENHorizenBase70.5369.4421-1.54%60.57-14.12%0.0079✓1.511.4M2021-12-31
SUNSun TokenTron0.023260.022892-1.58%0.021822-6.18%0.0674✗1.202.2M2021-12-31
XECeCashnative0.00011730.000115422-1.60%0.00010819-7.77%0.0300✗0.9911.7M2021-12-31
CVCCivicEthereum0.36110.355301-1.61%0.3279-9.19%0.0066✓0.91388k2021-12-31
LAZIOLazio Fan TokenBinance Smart Chain5.0144.932-1.64%4.6064-8.13%0.0616✗1.365.2M2021-12-31
AUCTIONBounceEthereum25.3424.9241-1.64%24.41-3.67%0.0819✗1.072.7M2021-12-31
TKOTokocryptoBinance Smart Chain1.2871.2658-1.65%1.259-2.18%0.0871✗0.974.1M2021-12-31
TRBTellor TributesEthereum34.9234.3421-1.65%33.06-5.33%0.1075✗1.521.3M2021-12-31
CBKCobakEthereum3.1393.0861-1.69%2.882-8.19%0.0128✓0.85100k2021-12-31
DOTPolkadotPolkadot28.1727.6947-1.69%26.67-5.32%0.0819✗1.2577.3M2021-12-31
ASRAS Roma Fan TokenSolana4.0043.9363-1.69%4.018+0.35%0.0889✗0.71473k2021-12-31
DNTdistrict0xEthereum0.13790.135568-1.69%0.1283-6.96%0.0461✗1.06445k2021-12-31
SUPERSuperVerseEthereum1.231.2089-1.72%1.13-8.13%0.0282✗1.002.4M2021-12-31
LTCLitecoinLitecoin161.35158.5634-1.73%146.15-9.42%0.0514✗1.3958.6M2021-12-31
RIFRootstock Infrastructure FrameworkEthereum0.21620.212436-1.74%0.1984-8.23%0.0147✓0.87776k2021-12-31
ARPAARPAEthereum0.10860.106667-1.78%0.0971-10.59%0.0367✗1.373.0M2021-12-31
GODSGods UnchainedEthereum5.515.4118-1.78%4.34-21.23%0.1250✓1.006.5M2021-12-31
DKAdKargoEthereum0.12190.119725-1.78%0.11271-7.54%0.0449✗1.1030k2021-12-31
TRACOriginTrailEthereum1.11831.0983-1.79%1.2282+9.83%0.2540✗1.492.5M2021-12-31
EWTEnergy Web TokenEthereum10.0239.8415-1.81%8.873-11.47%0.0434✓0.63455k2021-12-31
KNCKyber Network CrystalEthereum1.38561.3599-1.86%1.2796-7.65%0.0420✗1.081.4M2021-12-31
PORTOFC PortoBinance Smart Chain3.40933.3447-1.89%3.1464-7.71%0.0588✗1.253.4M2021-12-31
DODODODOEthereum0.9090.891584-1.92%0.843-7.26%0.0843✗1.479.3M2021-12-31
ZECZcashZcash165.18162.0138-1.92%146.46-11.33%0.0253✗1.3213.6M2021-12-31
XTZTezosTezos4.49014.4035-1.93%4.3404-3.33%0.1091✗1.295.4M2021-12-31
SNXSynthetixEthereum5.725.6071-1.97%5.48-4.20%0.0836✗1.115.0M2021-12-31
IMXImmutableEthereum4.634.534-2.07%4.91+6.05%0.1754✗1.002.5M2021-12-31
COMPCompoundEthereum230.2225.3494-2.11%199.58-13.30%0.0164✓1.10239k2021-12-31
ETCEthereum Classicnative37.4236.622-2.13%34.06-8.98%0.0279✗1.056.1M2021-12-31
API3Api3Ethereum4.834.7256-2.16%4.22-12.63%0.0175✓1.001.5M2021-12-31
ATOMCosmos HubCosmos26.8726.2882-2.17%32.43+20.69%0.2924✗0.8640.2M2021-12-31
AVAXAvalancheAvalanche114.93112.4045-2.20%109.4-4.81%0.0812✗1.13142.8M2021-12-31
PSGParis Saint-Germain Fan TokenSolana16.7416.3717-2.20%15.07-9.98%0.0167✓0.691.4M2021-12-31
KSMKusamaHydration288.88282.4824-2.21%276.22-4.38%0.0820✗1.091.5M2021-12-31
BANDBandEthereum5.635.505-2.22%5.01-11.01%0.0200✓1.193.0M2021-12-31
ANKRAnkr NetworkEthereum0.110160.107681-2.25%0.1009-8.41%0.0103✓0.57143k2021-12-31
HIVEHivenative1.5931.5571-2.25%1.4896-6.49%0.0819✗1.3210.4M2021-12-31
MINAMina Protocolnative3.543.4596-2.27%3.54+0.00%0.1204✗1.02807k2021-12-31
SCSiacoinnative0.016510.016134-2.28%0.01518-8.06%0.0286✗0.941.4M2021-12-31
GTGateEthereum6.31286.1679-2.29%6.5555+3.84%0.1375✗0.804.6M2021-12-31
XVGVergenative0.017980.017561-2.33%0.01703-5.28%0.0828✗1.192.8M2021-12-31
AAVEAaveEthereum270.33264.0268-2.33%253.92-6.07%0.0633✗1.0711.4M2021-12-31
CTKShentuOsmosis1.9991.9521-2.35%1.634-18.26%0.0522✓1.317.9M2021-12-31
TWTTrust WalletBinance Smart Chain0.79660.777805-2.36%0.7078-11.15%0.0255✗1.257.7M2021-12-31
BICOBiconomyEthereum3.773.6792-2.41%4.55+20.69%0.3081✗1.0011.9M2021-12-31
ASMAssemble AIEthereum0.092570.090321-2.43%0.08767-5.29%0.1115✗1.484.8M2021-12-31
ENSEthereum Name ServiceEthereum45.7244.5985-2.45%38.92-14.87%0.0406✗1.858.8M2021-12-31
AMPAmpEthereum0.049440.048227-2.45%0.04828-2.35%0.0886✗0.9112.1M2021-12-31
XYMSymbolnative0.24450.238456-2.47%0.1945-20.45%0.1588✓0.47410k2021-12-31
FTTFTXEthereum42.6841.618-2.49%38.25-10.38%0.0169✓1.0621.8M2021-12-31
DASHDashDash149.49145.764-2.49%133.78-10.51%0.0355✗1.272.2M2021-12-31
CERECere NetworkEthereum0.07810.07615-2.50%0.0763-2.30%0.1274✗1.312.5M2021-12-31
MASKMask NetworkEthereum12.1111.8041-2.53%12.22+0.91%0.0857✗0.532.7M2021-12-31
CHZChilizEthereum0.30160.293868-2.56%0.2833-6.07%0.0859✗1.286.2M2021-12-31
ACHAlchemy PayEthereum0.0622170.060585-2.62%0.063529+2.11%0.1877✗1.479.5M2021-12-31
LCXLCXEthereum0.20280.197285-2.72%0.1752-13.61%0.0093✓1.144.3M2021-12-31
OMGOMG NetworkEthereum6.68076.4977-2.74%5.8862-11.89%0.0152✓1.19876k2021-12-31
JASMYJasmyCoinEthereum0.082840.080568-2.74%0.08513+2.76%0.1706✗1.2121.7M2021-12-31
OXTOrchid ProtocolEthereum0.38260.371955-2.78%0.3655-4.47%0.1045✗1.276.2M2021-12-31
KCSKuCoinnative22.8122.1601-2.85%21.376-6.29%0.1251✗1.6821.0M2021-12-31
YFIyearn.financeEthereum32,577.6331,638.93-2.88%33,038.28+1.41%0.0930✗0.527.0M2021-12-31
SUSHISushiEthereum7.947.7079-2.92%9.42+18.64%0.3323✗1.3814.9M2021-12-31
GRTThe GraphEthereum0.6970.676059-3.00%0.6421-7.88%0.0710✗1.2814.0M2021-12-31
CELLCellframeEthereum1.1891.1532-3.01%0.9088-23.57%0.1425✓1.00190k2021-12-31
AXSAxie InfinityEthereum104.62101.4623-3.02%93.21-10.91%0.0073✓0.968.8M2021-12-31
UMAUMAEthereum9.569.2675-3.06%9.11-4.71%0.0861✗1.084.1M2021-12-31
STORJStorjEthereum1.94691.8857-3.14%1.7428-10.48%0.0116✓0.701.3M2021-12-31
CITYManchester City Fan TokenSolana11.0810.7258-3.20%10.11-8.75%0.0149✓0.771.5M2021-12-31
POWRPowerledgerEthereum0.46290.448007-3.22%0.4139-10.59%0.0575✗1.431.2M2021-12-31
CTSICartesiEthereum0.75960.735005-3.24%0.6864-9.64%0.0542✗1.285.1M2021-12-31
LRCLoopringEthereum2.21292.1402-3.28%2.0908-5.52%0.1629✗1.952.1M2021-12-31
RADRadworksEthereum10.8510.4805-3.41%10.85+0.00%0.1259✗0.951.6M2021-12-31
DUSKDUSKEthereum0.76220.736097-3.42%0.9356+22.75%0.4081✗1.7614.6M2021-12-31
VSYSV.SYSTEMSnative0.019720.019029-3.50%0.01908-3.25%0.0592✗0.5960k2021-12-31
SPELLSpellEthereum0.021910.02111-3.65%0.02346+7.07%0.2012✗1.0039.8M2021-12-31
ALGOAlgorandAlgorand1.5761.518-3.68%1.6589+5.26%0.1914✗1.0734.9M2021-12-31
OGNOrigin TokenEthereum0.6730.648005-3.71%0.612-9.06%0.0617✗1.243.0M2021-12-31
XPRXPR NetworkEthereum0.018760.018046-3.81%0.01579-15.83%0.0140✓1.253.2M2021-12-31
MANADecentralandEthereum3.53.365-3.86%3.2677-6.64%0.0549✗0.889.0M2021-12-31
ENJEnjin CoinEthereum2.7932.684-3.90%2.574-7.84%0.0519✗0.982.2M2021-12-31
BATBasic AttentionEthereum1.31381.2621-3.94%1.2039-8.36%0.1216✗1.761.6M2021-12-31
IOTAIOTAIOTA1.28491.2334-4.01%1.3658+6.30%0.2016✗1.0422.8M2021-12-31
COTICOTIEthereum0.40620.389616-4.08%0.3547-12.68%0.0518✗1.524.4M2021-12-31
CRVCurve DAOEthereum5.194.9712-4.22%5.32+2.50%0.1939✗1.3228.7M2021-12-31
SHIBShiba InuEthereum0.000036140.000034578-4.32%0.00003342-7.53%0.0616✗1.002.2M2021-12-31
XYOXYO NetworkEthereum0.0382470.036586-4.34%0.033825-11.56%0.0192✓1.0212.1M2021-12-31
LPTLivepeerEthereum44.1542.2014-4.41%39.69-10.10%0.1027✗1.714.7M2021-12-31
UOSUltraEthereum1.7511.6667-4.82%1.5666-10.53%0.0335✓1.006.7M2021-12-31
GITCOINGITCOIN15.61114.7734-5.37%12.734-18.43%0.1562✓-0.08133k2021-12-31
GTCGitcoinEthereum15.714.8146-5.64%12.7-19.11%0.1560✓-0.024.8M2021-12-31
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.