8=======>

2022-08-21 · +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
+0.1712
187 of 188 tokens assessed
long-short decile
+6.86%
realised beta-adjusted alpha
direction hit
68.4%
in alpha space · 90.9% on raw price
BTC over horizon
-12.28%
the unhedgeable market factor

Predicted vs actual (188 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
TRBTellor TributesEthereum44.3639.2154-11.60%14.09-68.24%0.9068✓0.891.8M2022-09-20
EWTEnergy Web TokenEthereum5.0944.5156-11.35%3.942-22.61%0.0091✓0.97133k2022-09-20
YFIyearn.financeEthereum8,749.397,837.18-10.43%8,456.46-3.35%0.2540✗1.367.3M2022-09-20
OPTIMOptimism1.1761.0554-10.25%0.919-21.85%0.0864✓1.723.6M2022-09-20
CELLCellframeEthereum0.33660.302145-10.24%0.274-18.60%0.0522✓1.15110k2022-09-20
DYDXdYdXCosmos1.7241.5482-10.20%1.234-28.42%0.0698✓1.20121k2022-09-20
METISMetisEthereum34.7631.2458-10.11%23.56-32.22%0.0377✓1.87365k2022-09-20
XCNOnyxcoinEthereum0.091060.081896-10.06%0.0637-30.05%0.2401✓0.09972k2022-09-20
XYOXYO NetworkEthereum0.009470.008531-9.91%0.00712-24.82%0.0317✓1.14456k2022-09-20
LAZIOLazio Fan TokenBinance Smart Chain4.96864.4784-9.87%5.691+14.54%0.2639✗0.192.1M2022-09-20
NMRNumeraireEthereum18.9717.114-9.78%15.28-19.45%0.0212✓0.701.7M2022-09-20
AUCTIONBounceEthereum8.27.4025-9.73%6.32-22.93%0.0116✓1.12638k2022-09-20
SNXSynthetixEthereum3.1112.821-9.32%2.358-24.20%0.0268✓1.575.0M2022-09-20
PSGParis Saint-Germain Fan TokenSolana8.938.114-9.14%7.69-13.89%0.0029✓0.432.4M2022-09-20
SANTOSSantos FC Fan TokenBinance Smart Chain12.73811.5799-9.09%12.095-5.05%0.1010✗0.441.6M2022-09-20
ETCEthereum Classicnative33.7630.7011-9.06%29.12-13.74%0.1361✗1.4416.5M2022-09-20
CTKShentuOsmosis0.8760.797752-8.93%0.882+0.68%0.1568✗0.434.4M2022-09-20
RIFRootstock Infrastructure FrameworkEthereum0.06750.061672-8.63%0.0554-17.93%0.0518✓1.211.2M2022-09-20
METRONOMEMETRONOME1.05120.963263-8.36%–pending––1.1112k2022-09-20
BRISEBitgertEthereum7.12e-76.53e-7-8.32%5.21e-7-26.89%0.1267✓0.76170k2022-09-20
RLCiExec RLCEthereum1.30191.1952-8.19%1.202-7.67%0.1304✗0.951.2M2022-09-20
MINAMina Protocolnative0.7280.670769-7.86%0.573-21.29%0.0413✓0.89263k2022-09-20
FLOWFlownative2.1631.9935-7.84%1.681-22.28%0.0007✓1.311.2M2022-09-20
ROSEOasisBinance Smart Chain0.068490.063134-7.82%0.05683-17.02%0.0409✓1.122.4M2022-09-20
UNIUniswapEthereum7.2116.6472-7.82%5.294-26.58%0.0580✓1.2910.7M2022-09-20
GTCGitcoinEthereum2.482.2864-7.80%1.82-26.61%0.0683✓1.22281k2022-09-20
ENSEthereum Name ServiceEthereum13.1812.1753-7.62%13.44+1.97%0.2465✗1.132.4M2022-09-20
QTUMQtumQtum3.46923.2092-7.49%2.8783-17.03%0.0209✓0.9943k2022-09-20
XPRXPR NetworkEthereum0.0037420.003464-7.43%0.002359-36.96%0.2730✓0.851.0M2022-09-20
STXStacksnative0.3950.366311-7.26%0.336-14.94%0.0639✓1.15492k2022-09-20
SPELLSpellEthereum0.0015180.001408-7.25%0.001057-30.35%0.1857✓0.771.6M2022-09-20
AXSAxie InfinityEthereum14.4713.4273-7.21%12.43-14.10%0.0835✗1.231.4M2022-09-20
BOBABoba NetworkEthereum0.38410.356735-7.12%0.297-22.68%0.0159✓1.28182k2022-09-20
CWEBCoinwebEthereum0.0234270.021764-7.10%0.0273+16.53%0.2408✗0.11240k2022-09-20
PEOPLEConstitutionDAOEthereum0.022630.021047-7.00%0.02253-0.44%0.1834✗0.8813.4M2022-09-20
FILFilecoinFilecoin6.4135.9672-6.95%5.315-17.12%0.0042✓0.8510.1M2022-09-20
BORABORAKlay Token0.301990.281043-6.94%0.24603-18.53%0.0033✓1.0413k2022-09-20
DOTPolkadotPolkadot7.4346.9266-6.83%6.287-15.43%0.0373✓1.0214.0M2022-09-20
BICOBiconomyEthereum0.51330.478314-6.82%0.4262-16.97%0.0085✓0.82694k2022-09-20
PORPortugal National Team Fan TokenSolana4.13533.8545-6.79%4.9996+20.90%0.3911✗1.00171k2022-09-20
CRVCurve DAOEthereum1.02480.955277-6.78%0.9445-7.84%0.1816✗1.474.7M2022-09-20
KSMKusamaHydration50.6447.2078-6.78%40.05-20.91%0.0344✓0.99543k2022-09-20
POKTPocket NetworkEthereum0.10060.093792-6.77%0.0859-14.61%0.0025✓0.69234k2022-09-20
DUSKDUSKEthereum0.13810.128777-6.75%0.1115-19.26%0.0686✓0.584.4M2022-09-20
API3Api3Ethereum1.9141.7862-6.68%1.498-21.73%0.0576✓0.90657k2022-09-20
MEDMediblocOsmosis0.021910.020455-6.64%0.019648-10.32%0.0666✓0.8213k2022-09-20
QNTQuantEthereum110.77103.4225-6.63%101.37-8.49%0.0904✗0.843.4M2022-09-20
APEApeCoinEthereum5.194.8472-6.60%5.729+10.39%0.3444✗1.3510.9M2022-09-20
JUVJuventus Fan TokenSolana5.945.5501-6.56%4.91-17.34%0.0738✓0.373.1M2022-09-20
XEMNEMnative0.0462330.043227-6.50%0.039923-13.65%0.0296✓0.8333k2022-09-20
GRTThe GraphEthereum0.1080.10105-6.43%0.0967-10.46%0.0962✗1.073.7M2022-09-20
ICPInternet ComputerEthereum6.4596.0434-6.43%5.923-8.30%0.1014✗0.935.3M2022-09-20
GLMRMoonbeamBase0.6360.595299-6.40%0.457-28.14%0.1177✓1.1296k2022-09-20
BANDBandEthereum1.3521.2658-6.37%1.141-15.61%0.0575✓1.23518k2022-09-20
PORTOFC PortoBinance Smart Chain5.91985.5466-6.30%5.3237-10.07%0.0192✓0.172.4M2022-09-20
IMXImmutableEthereum0.87370.818721-6.29%0.76-13.01%0.0666✗1.082.2M2022-09-20
CBKCobakEthereum0.963870.903807-6.23%0.77688-19.40%0.0247✓0.9712k2022-09-20
CHZChilizEthereum0.18720.175584-6.21%0.2401+28.26%0.4197✗0.821.5M2022-09-20
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain3.68123.4565-6.10%3.4018-7.59%0.0555✓0.551.8M2022-09-20
GALAGALAEthereum0.0540.050751-6.02%0.0414-23.33%0.0724✓1.00253k2022-09-20
RARESuperRareEthereum0.21190.199161-6.01%0.1738-17.98%0.0052✓1.00149k2022-09-20
RADRadworksEthereum2.382.2383-5.96%1.93-18.91%0.0381✓0.84833k2022-09-20
DOGEDogecoinDogecoin0.0692790.065155-5.95%0.058378-15.73%0.0239✓1.021.9M2022-09-20
GITCOINGITCOIN2.4782.3322-5.88%1.8224-26.46%0.0879✓1.2113k2022-09-20
SKLSKALEEthereum0.05140.048454-5.73%0.0372-27.63%0.1370✓0.97798k2022-09-20
HIGHHighstreetEthereum1.5621.4726-5.73%1.333-14.66%0.0562✓1.19156k2022-09-20
FTTFTXEthereum27.7226.1358-5.71%23.34-15.80%0.0119✓0.958.5M2022-09-20
ANKRAnkr NetworkEthereum0.038180.035999-5.71%0.03003-21.35%0.0518✓0.9923k2022-09-20
DEXEDeXeEthereum3.1742.9932-5.70%2.911-8.29%0.0549✓0.63803k2022-09-20
RUNETHORChainTHORChain2.172.0473-5.65%1.612-25.71%0.0143✓1.72115k2022-09-20
ASRAS Roma Fan TokenSolana5.1014.8128-5.65%3.561-30.19%0.2908✓0.082.2M2022-09-20
LINKChainlinkEthereum7.086.6801-5.65%6.884-2.77%0.1699✗1.0719.5M2022-09-20
SHIBShiba InuEthereum0.000013480.000012732-5.55%0.00001052-21.96%0.0711✓0.91827k2022-09-20
UOSUltraEthereum0.320010.30225-5.55%0.39427+23.21%0.3864✗0.92353k2022-09-20
OGOG Fan TokenSolana6.5946.2296-5.53%5.025-23.79%0.1798✓0.274.9M2022-09-20
CTSICartesiEthereum0.15560.147029-5.51%0.1355-12.92%0.0460✓0.97616k2022-09-20
ACHAlchemy PayEthereum0.0146590.013852-5.51%0.011385-22.33%0.1108✓0.651.8M2022-09-20
ATMAtletico Madrid Fan TokenSolana5.044.7629-5.50%4.18-17.06%0.0748✓0.431.3M2022-09-20
SWFTCSWFTCOINEthereum0.0017780.001683-5.36%0.00153-13.95%0.0212✓0.89790k2022-09-20
XYMSymbolnative0.0510480.048318-5.35%0.0384-24.78%0.1606✓0.5330k2022-09-20
XLMStellarStellar0.1109770.105111-5.29%0.117297+5.69%0.2226✗0.867.4M2022-09-20
ACMAC Milan Fan TokenSolana4.4794.2432-5.27%3.631-18.93%0.1138✓0.321.6M2022-09-20
FIDABonfidaSolana0.470.445254-5.27%0.422-10.21%0.0777✗1.009,5622022-09-20
ENJEnjin CoinEthereum0.5720.542026-5.24%0.473-17.31%0.0117✓1.1390k2022-09-20
FISStafiEthereum0.37150.352171-5.20%0.3049-17.93%0.0245✓0.911922022-09-20
ALGOAlgorandAlgorand0.30620.290332-5.18%0.3295+7.61%0.2470✗0.928.2M2022-09-20
AVAXAvalancheAvalanche22.9721.7807-5.18%16.66-27.47%0.0988✓1.2924.5M2022-09-20
SUSHISushiEthereum1.211.1481-5.12%1.0353-14.44%0.0608✗1.251.0M2022-09-20
MTLMetal DAOMetal L21.2431.1803-5.04%1.066-14.24%0.0267✓0.982.2M2022-09-20
MANADecentralandEthereum0.852550.810119-4.98%0.70726-17.04%0.0154✓0.92524k2022-09-20
HIVEHivenative0.56380.535791-4.97%0.5094-9.65%0.0659✗0.891.9M2022-09-20
OGNOrigin TokenEthereum0.1870.177728-4.96%0.14425-22.86%0.0686✓1.07608k2022-09-20
ALICEMy Neighbor AliceEthereum2.2292.1191-4.93%1.779-20.19%0.0243✓1.1560k2022-09-20
BARFC Barcelona Fan TokenSolana6.356.0403-4.88%5.52-13.07%0.0402✓0.382.1M2022-09-20
LCXLCXEthereum0.06540.062214-4.87%0.0492-24.77%0.0845✓1.15289k2022-09-20
MASKMask NetworkEthereum1.391.3231-4.81%1.16-16.55%0.0066✓0.95182k2022-09-20
VSYSV.SYSTEMSnative0.0015010.001429-4.81%0.001404-6.46%0.0762✗0.729,7092022-09-20
DKAdKargoEthereum0.046740.044498-4.80%0.0401-14.21%0.0154✓0.6816k2022-09-20
NAKANakamoto GamesPolygon0.06960.066263-4.79%0.0581-16.52%0.0119✓0.91121k2022-09-20
MOVRMoonriverBase14.107113.434-4.77%10.937-22.47%0.0797✓0.9644k2022-09-20
OMGOMG NetworkEthereum1.94841.8569-4.70%1.6911-13.21%0.0457✓1.0636k2022-09-20
ORCAOrcaSolana0.85690.816682-4.69%0.8513-0.65%0.2342✗1.47214k2022-09-20
DNTdistrict0xEthereum0.04730.045095-4.66%0.0414-12.47%0.0425✓0.98192k2022-09-20
DASHDashDash46.844.6221-4.65%40.65-13.14%0.0345✓0.98493k2022-09-20
XVGVergenative0.003260.003109-4.62%0.00324-0.61%0.1773✗1.04537k2022-09-20
UMAUMAEthereum2.9142.78-4.60%2.331-20.01%0.0663✓0.84749k2022-09-20
BTCBitcoinBitcoin21,518.6220,531.35-4.59%18,876.91-12.28%0.0470✗1.00463.8M2022-09-20
TKOTokocryptoBinance Smart Chain0.2880.274797-4.58%0.252-12.50%0.0092✓0.73878k2022-09-20
ADACardanoCardano0.46240.441261-4.57%0.4423-4.35%0.1391✗1.0442.0M2022-09-20
CERECere NetworkEthereum0.0067710.006462-4.57%0.006298-6.99%0.0329✓0.4555k2022-09-20
BCHBitcoin CashBitcoin Cash119.67114.2321-4.54%112.79-5.75%0.1330✗1.114.9M2022-09-20
DODODODOEthereum0.13930.132986-4.53%0.1211-13.07%0.0380✓1.002.1M2022-09-20
AMPAmpEthereum0.007180.006856-4.52%0.00487-32.17%0.2571✓0.651.3M2022-09-20
XECeCashnative0.000039550.000037773-4.49%0.00003816-3.51%0.1268✗0.891.8M2022-09-20
BCHSVBitcoin Cash SV54.95852.5134-4.45%48.664-11.45%0.0219✓0.75340k2022-09-20
SCSiacoinnative0.004210.004023-4.44%0.00348-17.34%0.0148✓0.99152k2022-09-20
LRCLoopringEthereum0.38480.367744-4.43%0.3-22.04%0.0590✓1.10175k2022-09-20
ELAElastosEthereum1.8761.793-4.42%1.469-21.70%0.0745✓0.95151k2022-09-20
CVCCivicEthereum0.14990.143299-4.40%0.1288-14.08%0.0244✓1.00149k2022-09-20
STEEMSteemnative0.23750.227188-4.34%0.2133-10.19%0.0542✗0.90528k2022-09-20
BTTCBTTC9.00e-78.61e-7-4.33%7.80e-7-13.33%0.0061✓0.803.0M2022-09-20
PROPropyEthereum0.730.698578-4.30%0.63-13.70%0.0534✓0.38105k2022-09-20
XMRMoneroMonero154.56147.9305-4.29%142.45-7.84%0.0934✗1.001.1M2022-09-20
ATOMCosmos HubCosmos10.64410.1881-4.28%13.903+30.62%0.4557✗1.1110.4M2022-09-20
KNCKyber Network CrystalEthereum1.79081.7146-4.26%1.3011-27.35%0.1352✓1.07698k2022-09-20
IOTAIOTAIOTA0.29490.282367-4.25%0.2618-11.22%0.0487✗0.953.5M2022-09-20
1INCH1INCHEthereum0.70.670297-4.24%0.6-14.29%0.0097✓0.92324k2022-09-20
AERGOAergo [OLD]Ethereum0.12430.119031-4.24%0.1266+1.85%0.1940✗1.0139k2022-09-20
ASTRAstarEthereum0.04120.039456-4.23%0.0361-12.38%0.0286✓0.9011k2022-09-20
INDEXThe IndexRobinhood2.762.6442-4.20%2.18-21.01%0.1280✓0.5093k2022-09-20
ALEPHAleph CloudEthereum0.26110.250371-4.11%0.1242-52.43%0.6998✓0.0187k2022-09-20
CITYManchester City Fan TokenSolana6.566.2914-4.09%5.9-10.06%0.0147✓0.381.5M2022-09-20
DIADIAEthereum0.413340.39658-4.05%0.38944-5.78%0.1036✗0.9370k2022-09-20
ZENHorizenBase16.7316.0554-4.03%13.69-18.17%0.0146✓1.11125k2022-09-20
TRACOriginTrailEthereum0.22980.220602-4.00%0.1814-21.06%0.0192✓1.35111k2022-09-20
ETHEthereumEthereum1,617.841,553.13-4.00%1,322.80-18.24%0.0138✓1.33548.6M2022-09-20
GMTGMTEthereum0.8040.772551-3.91%0.6151-23.50%0.0411✓1.43373k2022-09-20
AGLDAdventure GoldEthereum0.39180.376487-3.91%0.3108-20.67%0.0276✓1.25239k2022-09-20
GODSGods UnchainedEthereum0.370780.356326-3.90%0.41753+12.61%0.2927✗1.02418k2022-09-20
LUNATerraTerra 20.000090380.00008688-3.87%0.00030158+233.68%1.3529✗0.83327k2022-09-20
SUPERSuperVerseEthereum0.143850.13836-3.82%0.12096-15.91%0.0278✓1.24246k2022-09-20
GLMGolemEthereum0.26280.252784-3.81%0.2776+5.63%0.2177✗0.9584k2022-09-20
TWTTrust WalletBinance Smart Chain1.07791.0369-3.80%0.9058-15.97%0.0628✓0.553.9M2022-09-20
TLMAlien WorldsEthereum0.02710.02608-3.76%0.02122-21.70%0.0401✓1.273,2032022-09-20
XVSVenusEthereum5.915.6883-3.75%4.5-23.86%0.1240✓0.841.6M2022-09-20
COTICOTIEthereum0.10110.097314-3.75%0.0956-5.44%0.1058✗0.94414k2022-09-20
BATBasic AttentionEthereum0.370860.35699-3.74%0.29941-19.27%0.0496✓0.9690k2022-09-20
PHAPHALAEthereum0.1090.104934-3.73%0.0914-16.15%0.0447✓0.713,8252022-09-20
SANDThe SandboxEthereum1.0721.0321-3.72%0.8421-21.45%0.0450✓1.211.1M2022-09-20
ZECZcashZcash64.6262.2224-3.71%53.44-17.30%0.0054✓1.122.0M2022-09-20
POWRPowerledgerEthereum0.2240.215708-3.70%0.1922-14.20%0.0162✓1.0067k2022-09-20
OXTOrchid ProtocolEthereum0.11150.107375-3.70%0.0976-12.47%0.0175✓0.86259k2022-09-20
BNTBancor NetworkEthereum0.48960.471619-3.67%0.4282-12.54%0.0492✗1.11400k2022-09-20
C98Coin98Ethereum0.42860.412904-3.66%0.3721-13.18%0.0413✗1.1175k2022-09-20
WOOWOOEthereum0.17680.170456-3.59%0.1359-23.13%0.0892✓1.051,7442022-09-20
BFCBifrostEthereum0.075220.072529-3.58%0.06198-17.60%0.0019✓1.1929k2022-09-20
JASMYJasmyCoinEthereum0.009450.009117-3.52%0.00707-25.19%0.1556✓0.756.4M2022-09-20
NANOnanopayBase0.9277620.895091-3.52%0.776851-16.27%0.0388✓0.7970k2022-09-20
ASMAssemble AIEthereum0.022570.021789-3.46%0.01975-12.49%0.0151✓0.87444k2022-09-20
IDEXIDEXEthereum0.070570.068134-3.45%0.06189-12.30%0.0107✓0.829772022-09-20
AVTAventusEthereum1.381.3326-3.44%1.39+0.72%0.0354✗-0.05105k2022-09-20
COMPCompoundEthereum50.9149.1773-3.40%55.12+8.27%0.2754✗1.2315k2022-09-20
LPTLivepeerEthereum10.4110.0558-3.40%8.99-13.64%0.0414✗1.17318k2022-09-20
LSKLiskEthereum1.09121.0547-3.34%0.951207-12.83%0.0096✓0.8655k2022-09-20
BTTBitTorrentEthereum9.30e-78.99e-7-3.30%7.90e-7-15.05%0.0224✓0.8218k2022-09-20
XTZTezosTezos1.63271.5789-3.29%1.465-10.27%0.0709✗1.11494k2022-09-20
NEXONEXOEthereum0.9190.889131-3.25%0.879-4.35%0.1472✗1.211.2M2022-09-20
SOLSolanaSolana36.4835.3039-3.22%31.42-13.87%0.0350✗1.1675.2M2022-09-20
CHRChromiaEthereum0.17590.170403-3.13%0.1444-17.91%0.0110✓1.351,5232022-09-20
WBTCWrapped BitcoinEthereum21,631.3020,972.55-3.05%18,902.70-12.61%0.0205✓0.957,5932022-09-20
FORTFortaEthereum0.27050.26256-2.94%0.1835-32.16%0.2296✓0.98132k2022-09-20
LTCLitecoinLitecoin55.6854.0467-2.93%52.34-6.00%0.0984✗1.0013.1M2022-09-20
STORJStorjEthereum0.588840.572175-2.83%0.45604-22.55%0.0585✓1.2945k2022-09-20
KCSKuCoinnative9.6289.3563-2.82%8.92-7.35%0.0766✗0.951.9M2022-09-20
ZRX0x ProtocolEthereum0.3088290.300449-2.71%0.268268-13.13%0.0284✗1.08843k2022-09-20
ORBSOrbsEthereum0.04020.039164-2.58%0.03363-16.34%0.0442✓0.832,6252022-09-20
AIOZAIOZ NetworkEthereum0.05970.058175-2.55%0.053-11.22%0.0272✗0.92112k2022-09-20
YGGYield Guild GamesEthereum0.6110.596548-2.37%0.371-39.28%0.3149✓1.223,1462022-09-20
ADXheyAuraEthereum0.164090.160209-2.37%0.15884-3.20%0.2687✗2.126362022-09-20
LEOLEO TokenEthereum5.11854.9978-2.36%4.7663-6.88%0.0285✓0.14171k2022-09-20
BELBella ProtocolEthereum0.7220.705773-2.25%0.555-23.13%0.0619✓1.364.8M2022-09-20
FETArtificial Superintelligence AllianceEthereum0.08980.087947-2.06%0.0826-8.02%0.0659✗0.989,9252022-09-20
ARPAARPAEthereum0.03770.03698-1.91%0.0334-11.41%0.0228✗0.9581k2022-09-20
GTGateEthereum4.56934.4848-1.85%4.1513-9.15%0.0241✗0.77827k2022-09-20
SUNSun TokenTron0.0059150.005808-1.81%0.005383-8.99%0.0124✓0.672,6422022-09-20
NCTPolySwarmEthereum0.017360.017125-1.35%0.01085-37.50%0.3688✓0.67159k2022-09-20
TRXTRONTron0.0659240.065182-1.12%0.059529-9.70%0.0136✓0.59179k2022-09-20
AAVEAaveEthereum85.8985.1001-0.92%74.07-13.76%0.0640✗1.556.3M2022-09-20
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.