8=======>

2022-09-04 · +30d

lstm_s4 · in-sample — the model trained on this date · 188 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
+0.1837
188 of 188 tokens assessed
long-short decile
+2.27%
realised beta-adjusted alpha
direction hit
81.4%
in alpha space · 79.1% on raw price
BTC over horizon
+1.70%
the unhedgeable market factor

Predicted vs actual (188 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
FILFilecoinFilecoin6.2655.1863-17.22%5.606-10.52%0.0634✓0.857.6M2022-10-04
YFIyearn.financeEthereum9,437.497,971.22-15.54%8,347.58-11.55%0.0225✓1.405.6M2022-10-04
DYDXdYdXCosmos1.5731.3511-14.10%1.292-17.86%0.0647✓1.1856k2022-10-04
ROSEOasisBinance Smart Chain0.064730.055811-13.78%0.06112-5.58%0.0726✓1.081.9M2022-10-04
AUCTIONBounceEthereum7.746.7308-13.04%6.71-13.31%0.0215✓1.09317k2022-10-04
BANDBandEthereum1.3361.1669-12.66%1.25-6.44%0.0488✓1.19449k2022-10-04
GTCGitcoinEthereum2.312.0268-12.26%1.87-19.05%0.1001✓1.16217k2022-10-04
OPTIMOptimism1.1741.0306-12.21%0.871-25.81%0.1968✓1.693.0M2022-10-04
ETCEthereum Classicnative32.4628.5106-12.17%27.88-14.11%0.0482✓1.539.5M2022-10-04
METISMetisEthereum30.1126.5181-11.93%25.34-15.84%0.0772✓1.88241k2022-10-04
NMRNumeraireEthereum17.3915.3534-11.71%14.63-15.87%0.0598✓0.69503k2022-10-04
MASKMask NetworkEthereum1.351.1929-11.64%1.2-11.11%0.0096✓0.9295k2022-10-04
FLOWFlownative1.951.7434-10.60%1.714-12.10%0.0400✓1.361.3M2022-10-04
CELLCellframeEthereum0.31570.282722-10.45%0.2603-17.55%0.1011✓1.0999k2022-10-04
MINAMina Protocolnative0.6730.60279-10.43%0.597-11.29%0.0242✓0.86199k2022-10-04
LAZIOLazio Fan TokenBinance Smart Chain7.44226.6848-10.18%6.0315-18.96%0.1088✓0.357.6M2022-10-04
IMXImmutableEthereum0.84530.760472-10.04%0.7941-6.06%0.0258✓1.041.4M2022-10-04
GRTThe GraphEthereum0.10450.094056-9.99%0.101-3.35%0.0529✓1.082.8M2022-10-04
RLCiExec RLCEthereum1.12331.0136-9.76%1.2652+12.63%0.2066✗0.891.1M2022-10-04
SANTOSSantos FC Fan TokenBinance Smart Chain13.53912.2186-9.75%15.414+13.85%0.2234✗0.5315.8M2022-10-04
CTSICartesiEthereum0.14620.132118-9.63%0.1463+0.07%0.0841✓1.06409k2022-10-04
UNIUniswapEthereum6.4885.8685-9.55%6.649+2.48%0.1028✗1.316.9M2022-10-04
BRISEBitgertEthereum9.24e-78.38e-7-9.34%6.18e-7-33.18%0.3196✓0.861.7M2022-10-04
RIFRootstock Infrastructure FrameworkEthereum0.06250.056778-9.15%0.0592-5.28%0.0201✓1.28713k2022-10-04
STXStacksnative0.36780.334807-8.97%0.3298-10.33%0.0346✓1.16335k2022-10-04
DOTPolkadotPolkadot7.3756.7237-8.83%6.496-11.92%0.0521✓1.0510.0M2022-10-04
RUNETHORChainTHORChain1.961.7883-8.76%1.647-15.97%0.1108✓1.6974k2022-10-04
GITCOINGITCOIN2.31662.1177-8.59%1.8691-19.32%0.1440✓1.1313k2022-10-04
LUNATerraTerra 20.000253770.000232402-8.42%0.0003074+21.13%0.2666✗0.78640k2022-10-04
CTKShentuOsmosis0.9820.899565-8.39%0.887-9.67%0.0203✓0.372.9M2022-10-04
EWTEnergy Web TokenEthereum4.0533.723-8.14%3.923-3.21%0.0359✓0.97259k2022-10-04
CBKCobakEthereum0.869040.798441-8.12%0.78707-9.43%0.0313✓1.0113k2022-10-04
QTUMQtumQtum3.23672.9837-7.82%2.8964-10.51%0.0468✓1.0119k2022-10-04
GALAGALAEthereum0.05160.047601-7.75%0.0415-19.57%0.1527✓0.92204k2022-10-04
XPRXPR NetworkEthereum0.0029430.002717-7.69%0.002242-23.82%0.2075✓0.921.1M2022-10-04
BORABORAKlay Token0.289140.267279-7.56%0.23843-17.54%0.1320✓1.0512k2022-10-04
AXSAxie InfinityEthereum14.5613.4639-7.53%12.98-10.85%0.0552✓1.101.0M2022-10-04
SPELLSpellEthereum0.0013390.001238-7.52%0.001021-23.72%0.2061✓0.802.4M2022-10-04
PORPortugal National Team Fan TokenSolana5.13624.7502-7.52%5.2106+1.45%0.0756✓1.00141k2022-10-04
PORTOFC PortoBinance Smart Chain7.01786.4906-7.51%5.3051-24.41%0.2055✓0.236.5M2022-10-04
POKTPocket NetworkEthereum0.12130.112281-7.43%0.07-42.29%0.4843✓0.70208k2022-10-04
MEDMediblocOsmosis0.0207140.019184-7.38%0.019507-5.83%0.0030✓0.8112k2022-10-04
XCNOnyxcoinEthereum0.078140.072401-7.34%0.07267-7.00%0.0029✓0.05397k2022-10-04
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain4.67074.3332-7.23%3.6263-22.36%0.1882✓0.604.7M2022-10-04
ENSEthereum Name ServiceEthereum13.7212.7305-7.21%16.1+17.35%0.2173✗1.041.7M2022-10-04
CHZChilizEthereum0.21340.198181-7.13%0.2186+2.44%0.0839✗0.843.1M2022-10-04
KSMKusamaHydration50.6147.0374-7.06%43.97-13.12%0.0841✓0.99459k2022-10-04
HIGHHighstreetEthereum1.4981.3952-6.86%1.478-1.34%0.0378✓1.1784k2022-10-04
PROPropyEthereum0.730.680368-6.80%0.62-15.07%0.0985✓0.3369k2022-10-04
PSGParis Saint-Germain Fan TokenSolana9.268.6352-6.75%8.28-10.58%0.0504✓0.502.0M2022-10-04
ANKRAnkr NetworkEthereum0.035850.033464-6.66%0.03097-13.61%0.0946✓1.0151k2022-10-04
SNXSynthetixEthereum2.9812.7831-6.64%2.34-21.50%0.1993✓1.533.6M2022-10-04
ALICEMy Neighbor AliceEthereum2.1211.9807-6.62%1.779-16.12%0.1269✓1.1538k2022-10-04
CBETHCoinbase Wrapped Staked ETHEthereum1,442.741,347.39-6.61%1,315.41-8.83%0.0409✓1.003.3M2022-10-04
OGNOrigin TokenEthereum0.1740.162534-6.59%0.15194-12.68%0.0840✓0.98268k2022-10-04
BICOBiconomyEthereum0.50430.471675-6.47%0.412-18.30%0.1482✓0.77496k2022-10-04
DKAdKargoEthereum0.044810.041918-6.46%0.0407-9.17%0.0419✓0.7415k2022-10-04
CITYManchester City Fan TokenSolana6.816.3727-6.42%6.52-4.26%0.0148✓0.482.1M2022-10-04
API3Api3Ethereum1.7291.6192-6.35%1.739+0.58%0.0558✓0.93540k2022-10-04
SCSiacoinnative0.004020.003766-6.31%0.00351-12.69%0.0871✓0.99127k2022-10-04
XVGVergenative0.003110.002914-6.31%0.00342+9.97%0.1429✗1.02486k2022-10-04
LRCLoopringEthereum0.36740.344499-6.23%0.2987-18.70%0.1604✓1.0575k2022-10-04
DUSKDUSKEthereum0.13860.130207-6.06%0.1251-9.74%0.0487✓0.513.4M2022-10-04
CWEBCoinwebEthereum0.0256740.02412-6.05%0.026967+5.04%0.1096✗0.12315k2022-10-04
XYOXYO NetworkEthereum0.007930.007452-6.02%0.00681-14.12%0.1093✓1.13428k2022-10-04
JASMYJasmyCoinEthereum0.008920.008405-5.77%0.00656-26.46%0.2604✓0.744.7M2022-10-04
PONDMarlinEthereum0.0108660.01024-5.76%0.010764-0.94%0.0330✓1.005602022-10-04
GLMRMoonbeamBase0.5280.497634-5.75%0.47-10.98%0.0751✓1.0768k2022-10-04
DOGEDogecoinDogecoin0.0632180.059591-5.74%0.065854+4.17%0.0819✗1.071.3M2022-10-04
BARFC Barcelona Fan TokenSolana6.736.3502-5.64%5.82-13.52%0.0950✓0.462.2M2022-10-04
XYMSymbolnative0.0421850.039826-5.59%0.038072-9.75%0.0536✓0.5125k2022-10-04
CVCCivicEthereum0.14370.135817-5.49%0.1287-10.44%0.0709✓1.0199k2022-10-04
UMAUMAEthereum2.7712.6194-5.47%2.307-16.74%0.1419✓0.88682k2022-10-04
KNCKyber Network CrystalEthereum1.68651.5953-5.41%1.157-31.40%0.3378✓0.981.1M2022-10-04
LINKChainlinkEthereum7.1556.7684-5.40%7.726+7.98%0.1146✗1.0517.4M2022-10-04
XECeCashnative0.000044320.000041925-5.40%0.00004218-4.83%0.0081✓0.841.8M2022-10-04
PEOPLEConstitutionDAOEthereum0.021570.02041-5.38%0.02265+5.01%0.0913✗0.769.8M2022-10-04
JUVJuventus Fan TokenSolana5.85.4894-5.36%4.99-13.97%0.1030✓0.452.3M2022-10-04
RADRadworksEthereum2.312.1865-5.35%2.03-12.12%0.0871✓0.76262k2022-10-04
MTLMetal DAOMetal L21.1661.1037-5.35%1.071-8.15%0.0464✓0.971.3M2022-10-04
SKLSKALEEthereum0.05060.04792-5.30%0.0396-21.74%0.2076✓1.00739k2022-10-04
ORCAOrcaSolana0.84850.803616-5.29%0.82-3.36%0.0050✓1.49116k2022-10-04
TKOTokocryptoBinance Smart Chain0.2690.254921-5.23%0.256-4.83%0.0085✓0.75627k2022-10-04
ACMAC Milan Fan TokenSolana4.414.18-5.22%3.767-14.58%0.1120✓0.472.3M2022-10-04
OMGOMG NetworkEthereum1.90991.8108-5.19%1.7399-8.90%0.0583✓1.0927k2022-10-04
ELAElastosEthereum1.7621.6717-5.12%1.529-13.22%0.1046✓0.91108k2022-10-04
FTTFTXEthereum26.425.0542-5.10%25.11-4.89%0.0142✓0.976.8M2022-10-04
XEMNEMnative0.0441320.041883-5.10%0.04142-6.15%0.0254✓0.8429k2022-10-04
RARESuperRareEthereum0.20460.194186-5.09%0.1573-23.12%0.2329✓1.32111k2022-10-04
CERECere NetworkEthereum0.0064550.006127-5.08%0.006321-2.08%0.0237✓0.4444k2022-10-04
ALGOAlgorandAlgorand0.31270.296847-5.07%0.3577+14.39%0.1714✗0.905.8M2022-10-04
UOSUltraEthereum0.353820.336023-5.03%0.34118-3.57%0.0009✓0.95392k2022-10-04
ENJEnjin CoinEthereum0.5340.507285-5.00%0.459-14.04%0.1193✓1.1476k2022-10-04
QNTQuantEthereum95.2990.528-5.00%141.6+48.60%0.4329✗0.863.5M2022-10-04
DEXEDeXeEthereum3.0382.8869-4.97%3.093+1.81%0.0600✗0.53650k2022-10-04
ATOMCosmos HubCosmos13.04612.3985-4.96%13.026-0.15%0.0304✓1.1312.3M2022-10-04
XVSVenusEthereum4.914.6676-4.94%5.35+8.96%0.1220✗0.851.3M2022-10-04
APEApeCoinEthereum4.7984.5621-4.92%5.26+9.63%0.1197✗1.346.8M2022-10-04
OGOG Fan TokenSolana6.6636.337-4.89%5.161-22.54%0.2127✓0.444.4M2022-10-04
ADACardanoCardano0.50350.479075-4.85%0.4357-13.47%0.1105✓0.9339.1M2022-10-04
MOVRMoonriverBase13.146112.5084-4.85%11.8219-10.07%0.0732✓0.9932k2022-10-04
WOOWOOEthereum0.15230.144925-4.84%0.1457-4.33%0.0123✓1.051,4472022-10-04
ASRAS Roma Fan TokenSolana4.5974.3755-4.82%3.762-18.16%0.1551✓0.242.4M2022-10-04
C98Coin98Ethereum0.43490.414092-4.78%0.3718-14.51%0.1271✓1.1591k2022-10-04
SHIBShiba InuEthereum0.000012840.000012226-4.78%0.00001162-9.50%0.0671✓0.96861k2022-10-04
BATBasic AttentionEthereum0.349150.332802-4.68%0.30859-11.62%0.0922✓0.9940k2022-10-04
HIVEHivenative0.54390.518535-4.66%0.4984-8.37%0.0537✓0.83953k2022-10-04
DASHDashDash47.5945.3767-4.65%42.31-11.09%0.0864✓0.98419k2022-10-04
XLMStellarStellar0.1063240.101406-4.63%0.119187+12.10%0.1476✗0.836.8M2022-10-04
IDEXIDEXEthereum0.067080.063984-4.62%0.06279-6.40%0.0342✓0.917702022-10-04
DNTdistrict0xEthereum0.04440.042385-4.54%0.042-5.41%0.0257✓0.98132k2022-10-04
CRVCurve DAOEthereum1.09251.0431-4.53%0.9124-16.49%0.1597✓1.534.4M2022-10-04
DIADIAEthereum0.386770.369516-4.46%0.39405+1.88%0.0477✗0.9834k2022-10-04
MANADecentralandEthereum0.806570.770777-4.44%0.70257-12.89%0.1074✓0.87519k2022-10-04
AVTAventusEthereum1.491.4244-4.40%1.56+4.70%0.0932✗-0.13128k2022-10-04
GMTGMTEthereum0.70710.676106-4.38%0.6289-11.06%0.0959✓1.40210k2022-10-04
COMPCompoundEthereum48.4746.3612-4.35%59.84+23.46%0.2337✗1.279,0502022-10-04
ALEPHAleph CloudEthereum0.18030.172461-4.35%0.1149-36.27%0.4063✓0.0193k2022-10-04
ATMAtletico Madrid Fan TokenSolana4.884.6691-4.32%4.49-7.99%0.0482✓0.541.3M2022-10-04
ASMAssemble AIEthereum0.022260.021313-4.25%0.01907-14.33%0.1250✓0.82459k2022-10-04
WBTCWrapped BitcoinEthereum19,865.8019,022.37-4.25%20,310.50+2.24%0.0497✗0.9413k2022-10-04
FIDABonfidaSolana0.4240.406175-4.20%0.424+0.00%0.0255✓1.048,1172022-10-04
ICPInternet ComputerEthereum6.6866.4051-4.20%6.178-7.60%0.0503✓0.844.4M2022-10-04
VSYSV.SYSTEMSnative0.001520.001456-4.20%0.001465-3.62%0.0056✓0.698,3412022-10-04
ASTRAstarEthereum0.03640.034879-4.18%0.0378+3.85%0.0673✗0.788,1752022-10-04
CHRChromiaEthereum0.17820.170879-4.11%0.1593-10.61%0.0934✓1.382,0092022-10-04
TLMAlien WorldsEthereum0.025020.024014-4.02%0.02476-1.04%0.0090✓1.283,2982022-10-04
1INCH1INCHEthereum0.6710.644057-4.02%0.586-12.67%0.1109✓0.98196k2022-10-04
ZENHorizenBase16.4515.7922-4.00%14.31-13.01%0.1173✓1.11107k2022-10-04
DODODODOEthereum0.130.12483-3.98%0.1359+4.54%0.0674✗1.041.5M2022-10-04
ETHEthereumEthereum1,579.041,516.47-3.96%1,362.06-13.74%0.1309✓1.39628.3M2022-10-04
GODSGods UnchainedEthereum0.360770.346495-3.96%0.42019+16.47%0.1794✗0.80332k2022-10-04
AERGOAergo [OLD]Ethereum0.12290.11809-3.91%0.1287+4.72%0.0684✗1.0525k2022-10-04
NAKANakamoto GamesPolygon0.05620.054025-3.87%0.0677+20.46%0.2108✗0.8891k2022-10-04
BTCBitcoinBitcoin20,004.7319,231.35-3.87%20,345.19+1.70%0.0394✗1.00480.9M2022-10-04
SUSHISushiEthereum1.15821.1143-3.79%1.1563-0.16%0.0165✓1.21949k2022-10-04
BTTCBTTC8.80e-78.47e-7-3.77%7.90e-7-10.23%0.0831✓0.811.7M2022-10-04
STEEMSteemnative0.22510.216675-3.74%0.2235-0.71%0.0152✓0.94468k2022-10-04
ORBSOrbsEthereum0.037740.036348-3.69%0.03552-5.88%0.0369✓0.822,6312022-10-04
SUPERSuperVerseEthereum0.138520.13344-3.67%0.13062-5.70%0.0418✓1.21183k2022-10-04
INDEXThe IndexRobinhood1.981.9088-3.60%2.43+22.73%0.2329✗0.5175k2022-10-04
IOTAIOTAIOTA0.29080.280509-3.54%0.2818-3.09%0.0115✓0.952.8M2022-10-04
POWRPowerledgerEthereum0.2110.203571-3.52%0.197-6.64%0.0496✓1.0058k2022-10-04
LPTLivepeerEthereum10.5410.1693-3.52%9.29-11.86%0.1114✓1.24277k2022-10-04
XMRMoneroMonero155.77150.3775-3.46%147.1-5.57%0.0396✓1.041.4M2022-10-04
NANOnanopayBase0.9006250.869463-3.46%0.806453-10.46%0.0894✓0.8454k2022-10-04
LCXLCXEthereum0.0570.055041-3.44%0.0522-8.42%0.0719✓1.12220k2022-10-04
ZECZcashZcash63.861.6227-3.41%56.77-11.02%0.1017✓1.161.3M2022-10-04
PHAPHALAEthereum0.10290.099396-3.41%0.0904-12.15%0.1072✓0.732,7842022-10-04
BOBABoba NetworkEthereum0.31250.301906-3.39%0.29-7.20%0.0599✓1.17111k2022-10-04
AMPAmpEthereum0.006080.005875-3.37%0.00509-16.28%0.1541✓0.63977k2022-10-04
XTZTezosTezos1.55611.5041-3.34%1.4575-6.34%0.0504✓1.12253k2022-10-04
COTICOTIEthereum0.09580.092636-3.30%0.1219+27.24%0.2582✗0.97375k2022-10-04
AVAXAvalancheAvalanche19.0118.3855-3.29%17.45-8.21%0.0738✓1.2820.1M2022-10-04
GLMGolemEthereum0.23990.232044-3.27%0.2664+11.05%0.1219✗0.9681k2022-10-04
LTCLitecoinLitecoin60.9358.9384-3.27%55.32-9.21%0.0801✓0.9912.7M2022-10-04
ACHAlchemy PayEthereum0.0131720.012743-3.26%0.011761-10.71%0.0912✓0.65929k2022-10-04
BCHSVBitcoin Cash SV53.27351.5397-3.25%49.146-7.75%0.0603✓0.76302k2022-10-04
LSKLiskEthereum1.05881.0246-3.23%0.972677-8.14%0.0665✓0.8641k2022-10-04
ZRX0x ProtocolEthereum0.2990080.289384-3.22%0.271296-9.27%0.0828✓1.08514k2022-10-04
FETArtificial Superintelligence AllianceEthereum0.08280.080144-3.21%0.0821-0.85%0.0082✓0.9410k2022-10-04
SANDThe SandboxEthereum0.97260.941837-3.16%0.8516-12.44%0.1212✓1.22841k2022-10-04
OXTOrchid ProtocolEthereum0.10330.100113-3.08%0.0992-3.97%0.0237✓0.86150k2022-10-04
TWTTrust WalletBinance Smart Chain0.97860.948752-3.05%0.918-6.19%0.0414✓0.503.1M2022-10-04
BCHBitcoin CashBitcoin Cash118.36114.7501-3.05%121.15+2.36%0.0349✗1.154.2M2022-10-04
ADXheyAuraEthereum0.155180.150578-2.97%0.17452+12.46%0.1133✗2.033442022-10-04
TRACOriginTrailEthereum0.20410.198075-2.95%0.1815-11.07%0.1100✓1.34140k2022-10-04
SWFTCSWFTCOINEthereum0.0015630.001518-2.88%0.001573+0.64%0.0199✓0.93413k2022-10-04
SOLSolanaSolana32.1731.2755-2.78%34.1+6.00%0.0672✗1.1461.7M2022-10-04
NEXONEXOEthereum1.0451.0164-2.74%0.904-13.49%0.1386✓1.271.5M2022-10-04
ARPAARPAEthereum0.03650.035512-2.71%0.0343-6.03%0.0503✓0.9266k2022-10-04
BNTBancor NetworkEthereum0.46950.456808-2.70%0.4439-5.45%0.0481✓1.15384k2022-10-04
AIOZAIOZ NetworkEthereum0.05770.056207-2.59%0.0501-13.17%0.1309✓0.9497k2022-10-04
TRBTellor TributesEthereum18.9218.4363-2.56%15.51-18.02%0.1847✓0.711.7M2022-10-04
AGLDAdventure GoldEthereum0.3570.348063-2.50%0.331-7.28%0.0716✓1.26194k2022-10-04
KCSKuCoinnative9.3949.1647-2.44%9.208-1.98%0.0116✓0.971.2M2022-10-04
STORJStorjEthereum0.553890.541146-2.30%0.45671-17.54%0.1919✓1.3239k2022-10-04
BTTBitTorrentEthereum8.90e-78.70e-7-2.26%8.00e-7-10.11%0.0971✓0.8015k2022-10-04
FORTFortaEthereum0.23250.227298-2.24%0.1886-18.88%0.2018✓0.9067k2022-10-04
YGGYield Guild GamesEthereum0.50.489499-2.10%0.364-27.20%0.3167✓1.223,8602022-10-04
LEOLEO TokenEthereum5.2565.149-2.04%4.147-21.10%0.2181✓0.10115k2022-10-04
BELBella ProtocolEthereum0.6870.674234-1.86%0.604-12.08%0.1305✓1.214.0M2022-10-04
SUNSun TokenTron0.0059790.005869-1.85%0.006303+5.41%0.0596✗0.702,1662022-10-04
BFCBifrostEthereum0.073760.07251-1.69%0.06231-15.52%0.1714✓1.1725k2022-10-04
GTGateEthereum4.21214.1812-0.73%4.3937+4.31%0.0364✗0.78724k2022-10-04
TRXTRONTron0.0635470.063221-0.51%0.062261-2.02%0.0257✓0.62123k2022-10-04
AAVEAaveEthereum88.8588.5593-0.33%78.82-11.29%0.1426✓1.555.2M2022-10-04
NCTPolySwarmEthereum0.012860.012854-0.05%0.0099-23.02%0.2721✓0.65220k2022-10-04
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.