8=======>

2022-07-01 · +7d

lstm_s4 · in-sample — the model trained on this date · 181 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
+0.2043
179 of 181 tokens assessed
long-short decile
+10.86%
realised beta-adjusted alpha
direction hit
79.3%
in alpha space · 11.2% on raw price
BTC over horizon
+12.10%
the unhedgeable market factor

Predicted vs actual (181 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
BCHBitcoin CashBitcoin Cash101.28101.7831+0.50%108.45+7.08%0.0693✗1.166.0M2022-07-08
AAVEAaveEthereum56.1856.3533+0.31%71.72+27.66%0.0528✓1.657.7M2022-07-08
WBTCWrapped BitcoinEthereum19,383.0019,432.51+0.26%21,763.70+12.28%0.0011✓0.9843k2022-07-08
ZECZcashZcash53.4753.5479+0.15%59.43+11.15%0.0496✗1.352.0M2022-07-08
NEXONEXOEthereum0.5620.562341+0.06%0.642+14.23%0.0048✗1.20952k2022-07-08
KCSKuCoinnative8.7978.8014+0.05%9.144+3.94%0.0922✗1.143.0M2022-07-08
GTGateEthereum4.02934.0294+0.00%3.9299-2.47%0.1121✗0.761.2M2022-07-08
VSYSV.SYSTEMSnative0.0019560.001956-0.01%–pending––1.087,4662022-07-08
XMRMoneroMonero115.07114.8779-0.17%125.24+8.84%0.0473✓1.171.3M2022-07-08
FETArtificial Superintelligence AllianceEthereum0.07610.075934-0.22%0.081+6.44%0.0810✓1.277,0142022-07-08
GRTThe GraphEthereum0.09210.091865-0.26%0.0993+7.82%0.0799✓1.383.4M2022-07-08
SUNSun TokenTron0.005590.005574-0.29%0.005934+6.15%0.0552✓1.033,8612022-07-08
ETHEthereumEthereum1,057.571,054.38-0.30%1,213.19+14.71%0.0070✗1.17342.2M2022-07-08
XTZTezosTezos1.37751.373-0.33%1.5279+10.92%0.0425✓1.31635k2022-07-08
BRISEBitgertEthereum3.27e-73.26e-7-0.34%3.96e-7+21.19%0.0819✗1.00616k2022-07-08
TRACOriginTrailEthereum0.18560.184927-0.36%0.1981+6.73%0.0968✓1.45159k2022-07-08
BNTBancor NetworkEthereum0.47430.472434-0.39%0.4979+4.98%0.0790✓1.15163k2022-07-08
EWTEnergy Web TokenEthereum2.292.2802-0.43%2.437+6.42%0.0440✓0.97157k2022-07-08
UOSUltraEthereum0.257710.256574-0.44%0.29333+13.82%0.0135✓1.29480k2022-07-08
KNCKyber Network CrystalEthereum1.23581.2301-0.46%1.3779+11.50%0.0337✓1.29809k2022-07-08
LTCLitecoinLitecoin51.1350.8761-0.50%51.31+0.35%0.1301✓1.2118.7M2022-07-08
SUSHISushiEthereum0.970.964876-0.53%1.16+19.59%0.0068✗1.55784k2022-07-08
TRXTRONTron0.0648790.064536-0.53%0.068997+6.35%0.0346✓0.89736k2022-07-08
ENSEthereum Name ServiceEthereum8.48.3555-0.53%10.09+20.12%0.0167✗1.511.1M2022-07-08
NANOnanopayBase0.8129260.808606-0.53%0.895313+10.13%0.0223✓1.0997k2022-07-08
CVCCivicEthereum0.13570.134971-0.54%0.1463+7.81%0.0724✓1.34137k2022-07-08
DUSKDUSKEthereum0.10950.108902-0.55%0.1205+10.05%0.0149✓1.024.0M2022-07-08
ASMAssemble AIEthereum0.019510.019403-0.55%0.02218+13.69%0.0179✗1.01103k2022-07-08
AVAXAvalancheAvalanche16.0916.0016-0.55%19.7+22.44%0.0342✗1.5231.3M2022-07-08
POKTPocket NetworkEthereum0.1050.104416-0.56%0.0933-11.14%0.2119✓0.87204k2022-07-08
LSKLiskEthereum1.01631.0105-0.57%1.1082+9.04%0.0387✓1.1556k2022-07-08
LCXLCXEthereum0.05780.057457-0.59%0.0663+14.71%0.0273✓1.49367k2022-07-08
BTCBitcoinBitcoin19,252.7619,136.04-0.61%21,582.20+12.10%0.0061✓1.00508.7M2022-07-08
LPTLivepeerEthereum8.398.3381-0.62%9.06+7.99%0.0549✓1.21393k2022-07-08
AIOZAIOZ NetworkEthereum0.04910.048794-0.62%0.0765+55.80%0.3133✗1.1997k2022-07-08
ETCEthereum Classicnative14.6114.5163-0.64%15.56+6.50%0.0724✓1.242.0M2022-07-08
BCHSVBitcoin Cash SV51.95251.6179-0.64%56.835+9.40%0.0016✓0.861.1M2022-07-08
RUNETHORChainTHORChain1.8021.7904-0.64%2.252+24.97%0.0391✗1.67101k2022-07-08
GALAGALAEthereum0.05160.051262-0.65%0.0539+4.46%0.1257✓1.54134k2022-07-08
GLMRMoonbeamBase0.6440.639772-0.66%0.686+6.52%0.1217✓1.68269k2022-07-08
MINAMina Protocolnative0.6070.603004-0.66%0.692+14.00%0.0157✓1.34195k2022-07-08
SUPERSuperVerseEthereum0.121290.12049-0.66%0.12854+5.98%0.1247✓1.66203k2022-07-08
SKLSKALEEthereum0.04570.045397-0.66%0.0473+3.50%0.1192✓1.401.1M2022-07-08
MOVRMoonriverBase11.915711.8366-0.66%12.4403+4.40%0.0942✓1.26300k2022-07-08
UNIUniswapEthereum4.8554.8212-0.70%5.791+19.28%0.0265✗1.375.5M2022-07-08
ROSEOasisBinance Smart Chain0.048990.048646-0.70%0.05087+3.84%0.1276✓1.511.1M2022-07-08
XVSVenusEthereum4.684.6466-0.71%5.16+10.26%0.0689✓1.521.4M2022-07-08
SNXSynthetixEthereum2.2272.211-0.72%2.503+12.39%0.0847✓1.833.0M2022-07-08
IOTAIOTAIOTA0.26360.261681-0.73%0.2802+6.30%0.0734✓1.243.1M2022-07-08
DASHDashDash41.7441.4323-0.74%45.65+9.37%0.0331✓1.14752k2022-07-08
ZRX0x ProtocolEthereum0.3052370.302982-0.74%0.317081+3.88%0.1074✓1.342.6M2022-07-08
COTICOTIEthereum0.09260.091893-0.76%0.0929+0.32%0.1551✓1.45782k2022-07-08
ZENHorizenBase13.2713.1673-0.77%16.6+25.09%0.0696✗1.4259k2022-07-08
MANADecentralandEthereum0.833840.827283-0.79%0.8961+7.47%0.0776✓1.38625k2022-07-08
CTKShentuOsmosis0.7960.789703-0.79%0.849+6.66%0.0287✓0.891.6M2022-07-08
SCSiacoinnative0.003670.003641-0.79%0.004+8.99%0.0687✓1.43169k2022-07-08
TWTTrust WalletBinance Smart Chain0.72980.724004-0.79%0.7754+6.25%0.0549✓1.084.0M2022-07-08
TLMAlien WorldsEthereum0.024390.024195-0.80%0.02882+18.16%0.0607✗1.002,2492022-07-08
GLMGolemEthereum0.23130.229444-0.80%0.2516+8.78%0.0430✓1.1883k2022-07-08
RIFRootstock Infrastructure FrameworkEthereum0.04940.049003-0.80%0.0533+7.89%0.0054✓0.78233k2022-07-08
BICOBiconomyEthereum0.49130.487347-0.80%0.5175+5.33%0.0842✓1.26704k2022-07-08
FLOWFlownative1.4531.4412-0.81%1.634+12.46%0.0137✓1.22317k2022-07-08
QTUMQtumQtum2.73262.7104-0.81%2.9437+7.73%0.0502✓1.1632k2022-07-08
TKOTokocryptoBinance Smart Chain0.2710.268789-0.82%0.284+4.80%0.0643✓1.04725k2022-07-08
ACHAlchemy PayEthereum0.0120760.011977-0.82%0.013052+8.08%0.0120✓0.861.6M2022-07-08
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain2.39962.3798-0.83%2.4193+0.82%0.1086✓1.101.7M2022-07-08
OMGOMG NetworkEthereum1.80731.7921-0.84%1.8913+4.65%0.0947✓1.3062k2022-07-08
BARFC Barcelona Fan TokenSolana3.793.7576-0.86%4.09+7.92%0.0095✗0.661.2M2022-07-08
XYOXYO NetworkEthereum0.006570.006513-0.86%0.00686+4.41%0.0647✓1.02417k2022-07-08
SOLSolanaSolana32.8232.5373-0.86%38.1+16.09%0.0049✓1.34101.1M2022-07-08
CHZChilizEthereum0.09490.09408-0.86%0.1008+6.22%0.0658✓1.18608k2022-07-08
PSGParis Saint-Germain Fan TokenSolana5.975.9179-0.87%6.17+3.35%0.0157✓0.501.1M2022-07-08
PROPropyEthereum0.830.822662-0.88%0.83+0.00%0.0747✓0.73159k2022-07-08
STXStacksnative0.38840.384966-0.88%0.4064+4.63%0.0963✓1.32318k2022-07-08
ALICEMy Neighbor AliceEthereum2.2222.2022-0.89%2.375+6.89%0.0892✓1.4470k2022-07-08
KSMKusamaHydration48.3647.928-0.89%51.55+6.60%0.0630✓1.19624k2022-07-08
PORTOFC PortoBinance Smart Chain1.69351.6782-0.90%1.8093+6.84%0.0223✓0.851.4M2022-07-08
DOTPolkadotPolkadot6.7436.6806-0.93%7.041+4.42%0.0931✓1.2713.4M2022-07-08
XVGVergenative0.002780.002754-0.93%0.00337+21.22%0.0433✗1.39636k2022-07-08
ASTRAstarEthereum0.04210.041706-0.94%0.0448+6.41%0.0884✓1.4012k2022-07-08
LEOLEO TokenEthereum5.79025.7353-0.95%5.7-1.56%0.0306✓0.21255k2022-07-08
BTTCBTTC8.10e-78.02e-7-0.97%9.00e-7+11.11%0.0192✗0.845.3M2022-07-08
NCTPolySwarmEthereum0.018950.018767-0.97%0.02068+9.13%0.0063✓0.79385k2022-07-08
JASMYJasmyCoinEthereum0.009160.009071-0.98%0.01089+18.89%0.0700✗0.996.3M2022-07-08
DEXEDeXeEthereum2.542.5151-0.98%2.88+13.39%0.0048✓1.14722k2022-07-08
SHIBShiba InuEthereum0.000010.000009901-0.99%0.00001119+11.90%0.0235✓1.28952k2022-07-08
CITYManchester City Fan TokenSolana4.374.3265-1.00%4.54+3.89%0.0286✓0.671.0M2022-07-08
OXTOrchid ProtocolEthereum0.10110.100089-1.00%0.108+6.82%0.0563✓1.16478k2022-07-08
WOOWOOEthereum0.16160.159983-1.00%0.1793+10.95%0.0406✓1.353,8092022-07-08
ACMAC Milan Fan TokenSolana2.8062.7774-1.02%2.878+2.57%0.0556✓0.801.1M2022-07-08
CHRChromiaEthereum0.18060.178745-1.03%0.1878+3.99%0.0648✓1.003,9762022-07-08
ENJEnjin CoinEthereum0.4780.473046-1.04%0.534+11.72%0.0417✓1.4399k2022-07-08
AXSAxie InfinityEthereum14.0213.8727-1.05%14.83+5.78%0.0937✓1.401.6M2022-07-08
QNTQuantEthereum52.5952.0345-1.06%73.15+39.09%0.2302✗0.972.1M2022-07-08
CELLCellframeEthereum0.23840.235879-1.06%0.2601+9.10%0.0415✓1.2227k2022-07-08
ICPInternet ComputerEthereum5.2245.1685-1.06%6.955+33.14%0.1429✗1.357.8M2022-07-08
1INCH1INCHEthereum0.6490.642082-1.07%0.687+5.86%0.0443✓0.98471k2022-07-08
AERGOAergo [OLD]Ethereum0.11190.110703-1.07%0.1335+19.30%0.0293✗1.3833k2022-07-08
TRBTellor TributesEthereum109.8925-1.07%15.45+54.50%0.2619✗1.61427k2022-07-08
LRCLoopringEthereum0.37860.374516-1.08%0.4014+6.02%0.0946✓1.44110k2022-07-08
LINKChainlinkEthereum6.0696.0033-1.08%6.353+4.68%0.0938✓1.3234.4M2022-07-08
SPELLSpellEthereum0.0009320.000921863-1.09%0.0009634+3.37%0.1122✓1.373.0M2022-07-08
UMAUMAEthereum2.5062.4782-1.11%2.635+5.15%0.0812✓1.25873k2022-07-08
XECeCashnative0.00003750.00003708-1.12%0.00004136+10.29%0.0352✓1.262.5M2022-07-08
FILFilecoinFilecoin5.3425.2819-1.12%5.73+7.26%0.0566✓1.212.3M2022-07-08
XPRXPR NetworkEthereum0.0025780.002549-1.14%0.002732+5.97%0.0540✓1.081.6M2022-07-08
BANDBandEthereum1.2721.2572-1.16%1.419+11.56%0.0501✓1.50428k2022-07-08
ORBSOrbsEthereum0.03950.039038-1.17%–pending––1.052,9412022-07-08
HIGHHighstreetEthereum1.2411.2264-1.18%1.401+12.89%0.0403✓1.52170k2022-07-08
CRVCurve DAOEthereum0.74540.736529-1.19%1.0101+35.51%0.1565✗1.393.7M2022-07-08
ANKRAnkr NetworkEthereum0.027030.026705-1.20%0.02901+7.33%0.0726✓1.3626k2022-07-08
MTLMetal DAOMetal L21.2321.217-1.22%1.313+6.57%0.0874✓1.433.8M2022-07-08
ADXheyAuraEthereum0.136990.135279-1.25%0.19987+45.90%0.2761✗1.008432022-07-08
DOGEDogecoinDogecoin0.0663390.065504-1.26%0.068872+3.82%0.0948✓1.272.0M2022-07-08
CERECere NetworkEthereum0.006530.006448-1.26%0.006994+7.11%0.0049✓0.67130k2022-07-08
DODODODOEthereum0.11910.117588-1.27%0.137+15.03%0.0007✓1.333.4M2022-07-08
STEEMSteemnative0.21490.212155-1.28%0.2249+4.65%0.0802✓1.21731k2022-07-08
ATOMCosmos HubCosmos8.0747.9696-1.29%8.979+11.21%0.0355✓1.3616.0M2022-07-08
PHAPHALAEthereum0.10510.103728-1.31%0.1096+4.28%0.0618✓1.027,0862022-07-08
ALGOAlgorandAlgorand0.30610.302095-1.31%0.3144+2.71%0.1002✓1.2310.9M2022-07-08
SANDThe SandboxEthereum1.0681.054-1.31%1.22+14.23%0.0163✗1.141.6M2022-07-08
C98Coin98Ethereum0.46130.45519-1.32%0.5107+10.71%0.0009✓1.00102k2022-07-08
CTSICartesiEthereum0.14810.146101-1.35%0.155+4.66%0.1022✓1.41652k2022-07-08
APEApeCoinEthereum4.5214.4595-1.36%4.951+9.51%0.1020✓1.8116.0M2022-07-08
BORABORAKlay Token0.302040.297923-1.36%0.30669+1.54%0.1357✓1.444,3752022-07-08
PEOPLEConstitutionDAOEthereum0.02260.022289-1.38%0.0239+5.75%0.1309✓1.7627.3M2022-07-08
XLMStellarStellar0.1098840.108369-1.38%0.1132+3.02%0.0770✓1.0610.8M2022-07-08
BFCBifrostEthereum0.055790.055019-1.38%0.06263+12.26%0.0299✓1.4038k2022-07-08
INDEXThe IndexRobinhood3.353.3035-1.39%2.87-14.33%0.2549✓1.00138k2022-07-08
SANTOSSantos FC Fan TokenBinance Smart Chain3.4753.4266-1.39%3.754+8.03%0.0141✗0.682.4M2022-07-08
ORCAOrcaSolana0.7140.703971-1.40%0.8333+16.71%0.0486✗1.0574k2022-07-08
CWEBCoinwebEthereum0.0143730.014168-1.43%0.016479+14.65%0.0903✗0.53455k2022-07-08
FTTFTXEthereum24.5924.2386-1.43%27.36+11.26%0.0134✓0.9412.2M2022-07-08
ADACardanoCardano0.44790.441449-1.44%0.4657+3.97%0.0999✓1.3471.1M2022-07-08
MASKMask NetworkEthereum1.681.6556-1.45%1.52-9.52%0.2619✓1.54399k2022-07-08
DYDXdYdXCosmos1.3441.3244-1.46%2.16+60.71%0.3219✗1.4685k2022-07-08
FORTFortaEthereum0.27010.266146-1.46%0.2359-12.66%0.2348✓1.00931k2022-07-08
DIADIAEthereum0.368850.363398-1.48%0.40138+8.82%0.0178✗0.7190k2022-07-08
RADRadworksEthereum1.611.5862-1.48%1.7+5.59%0.0616✓1.15202k2022-07-08
YFIyearn.financeEthereum5,458.525,377.22-1.49%6,296.14+15.35%0.0071✓1.324.1M2022-07-08
IMXImmutableEthereum0.89690.883189-1.53%0.9667+7.78%0.0870✓1.552.8M2022-07-08
LAZIOLazio Fan TokenBinance Smart Chain2.06912.0372-1.54%2.1519+4.00%0.0422✓0.852.0M2022-07-08
MEDMediblocOsmosis0.0205230.0202-1.57%0.021498+4.75%0.0621✓1.091,7072022-07-08
AMPAmpEthereum0.009430.009282-1.57%0.00914-3.08%0.1288✓0.991.2M2022-07-08
OGNOrigin TokenEthereum0.2430.239098-1.61%0.295+21.40%0.0190✗1.671.1M2022-07-08
XEMNEMnative0.0380660.037427-1.68%0.0416+9.28%0.0358✓1.2415k2022-07-08
IDEXIDEXEthereum0.063230.062164-1.69%0.07124+12.67%0.0441✗0.811,9062022-07-08
POWRPowerledgerEthereum0.23120.227251-1.71%0.2315+0.13%0.1341✓1.34291k2022-07-08
ATMAtletico Madrid Fan TokenSolana3.022.9684-1.71%3.2+5.96%0.0072✓0.721.0M2022-07-08
ELAElastosEthereum1.3921.3681-1.71%1.532+10.06%0.0011✓1.00175k2022-07-08
COMPCompoundEthereum47.3946.5556-1.76%47.2-0.40%0.1560✓1.4928k2022-07-08
JUVJuventus Fan TokenSolana3.563.497-1.77%3.77+5.90%0.0018✓0.641.1M2022-07-08
BATBasic AttentionEthereum0.399870.392792-1.77%0.43135+7.87%0.0566✓1.32150k2022-07-08
XYMSymbolnative0.05150.05058-1.79%0.0521+1.17%0.0464✓0.6727k2022-07-08
DKAdKargoEthereum0.043780.042965-1.86%0.04686+7.04%0.0260✓0.9911k2022-07-08
STORJStorjEthereum0.654550.642155-1.89%0.74474+13.78%0.0426✓1.6795k2022-07-08
GITCOINGITCOIN2.66942.6187-1.90%2.5773-3.45%0.2150✓1.7411k2022-07-08
CBKCobakEthereum0.900670.883048-1.96%0.99219+10.16%0.0195✓1.194,5462022-07-08
GTCGitcoinEthereum2.612.5577-2.00%2.59-0.77%0.1766✓1.66301k2022-07-08
GMTGMTEthereum0.8270.810414-2.01%0.999+20.80%0.0012✓1.82856k2022-07-08
OPTIMOptimism0.5290.518114-2.06%0.565+6.81%0.1108✓1.733.0M2022-07-08
AVTAventusEthereum1.451.4201-2.06%1.52+4.83%0.0244✗0.38637k2022-07-08
AUCTIONBounceEthereum5.155.0412-2.11%5.65+9.71%0.0377✓1.33372k2022-07-08
FISStafiEthereum0.29240.285998-2.19%0.2955+1.06%0.0815✓1.001,1382022-07-08
ASRAS Roma Fan TokenSolana2.9582.8918-2.24%3.005+1.59%0.0380✓0.675.2M2022-07-08
HIVEHivenative0.47540.464536-2.29%0.4878+2.61%0.1029✓1.331.2M2022-07-08
DNTdistrict0xEthereum0.04540.04434-2.34%0.0491+8.15%0.0581✓1.40266k2022-07-08
METRONOMEMETRONOME0.762020.744009-2.36%0.89541+17.50%0.0885✗0.853502022-07-08
ALEPHAleph CloudEthereum0.26270.256267-2.45%0.2616-0.42%0.0936✓1.0074k2022-07-08
AGLDAdventure GoldEthereum0.39970.389774-2.48%0.4174+4.43%0.1267✓1.71205k2022-07-08
FIDABonfidaSolana0.3890.379075-2.55%0.413+6.17%0.0460✓1.1511k2022-07-08
ARPAARPAEthereum0.03870.037704-2.57%0.0392+1.29%0.1125✓1.33185k2022-07-08
BELBella ProtocolEthereum0.8430.821201-2.59%0.845+0.24%0.2036✓2.0321.0M2022-07-08
NAKANakamoto GamesPolygon0.08870.086389-2.60%0.0957+7.89%0.0577✓1.40179k2022-07-08
OGOG Fan TokenSolana3.1733.0775-3.01%3.431+8.13%0.0386✗0.613.1M2022-07-08
GODSGods UnchainedEthereum0.451080.43742-3.03%0.52003+15.29%0.0126✓1.632.3M2022-07-08
API3Api3Ethereum1.8571.8005-3.04%2.011+8.29%0.0436✓1.35997k2022-07-08
YGGYield Guild GamesEthereum0.7440.707833-4.86%0.706-5.11%0.1801✓1.552,8402022-07-08
NMRNumeraireEthereum20.5618.6896-9.10%16.32-20.62%0.2572✓1.07230k2022-07-08
RLCiExec RLCEthereum1.3271.2021-9.41%0.9456-28.74%0.3983✓1.39190k2022-07-08
LUNATerraTerra 20.000131240.000116846-10.97%0.00011005-16.15%0.2705✓1.84969k2022-07-08
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.