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2022-08-12 · +30d

lstm_s4 · in-sample — the model trained on this date · 186 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
+0.0260
185 of 186 tokens assessed
long-short decile
+4.52%
realised beta-adjusted alpha
direction hit
70.8%
in alpha space · 84.9% on raw price
BTC over horizon
-10.58%
the unhedgeable market factor

Predicted vs actual (186 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
OPTIMOptimism1.6511.4607-11.53%1.402-15.08%0.1735✗1.923.6M2022-09-11
TRBTellor TributesEthereum39.3835.077-10.93%16.58-57.90%0.6175✓1.181.5M2022-09-11
YFIyearn.financeEthereum11,508.5710,353.74-10.03%10,194.93-11.41%0.1337✗1.336.2M2022-09-11
EWTEnergy Web TokenEthereum4.0513.6445-10.03%4.501+11.11%0.3072✗0.86102k2022-09-11
NMRNumeraireEthereum21.1519.1042-9.67%18.93-10.50%0.0707✓0.712.4M2022-09-11
PSGParis Saint-Germain Fan TokenSolana8.868.0147-9.54%8.98+1.35%0.1317✗0.161.8M2022-09-11
AUCTIONBounceEthereum10.79.6836-9.50%7.63-28.69%0.1150✓1.10638k2022-09-11
METISMetisEthereum49.0744.4388-9.44%31.98-34.83%0.1139✓1.92385k2022-09-11
CELLCellframeEthereum0.44490.403317-9.35%0.2929-34.16%0.1942✓1.1295k2022-09-11
ETCEthereum Classicnative43.4139.5432-8.91%38.56-11.17%0.1290✗1.3816.2M2022-09-11
RLCiExec RLCEthereum1.42591.305-8.48%1.3145-7.81%0.1200✗1.01907k2022-09-11
ANKRAnkr NetworkEthereum0.048430.044357-8.41%0.03781-21.93%0.0452✓1.0219k2022-09-11
QNTQuantEthereum128.24117.6699-8.24%108.82-15.14%0.0200✓0.884.0M2022-09-11
RIFRootstock Infrastructure FrameworkEthereum0.08270.076069-8.02%0.0662-19.95%0.0127✓1.131.4M2022-09-11
DYDXdYdXCosmos2.3412.1533-8.02%1.648-29.60%0.1390✓1.15172k2022-09-11
JUVJuventus Fan TokenSolana5.535.1093-7.61%5.43-1.81%0.0955✗0.312.1M2022-09-11
SNXSynthetixEthereum4.153.8376-7.53%2.963-28.60%0.0777✓1.625.3M2022-09-11
ATMAtletico Madrid Fan TokenSolana5.084.6987-7.51%4.64-8.66%0.0331✓0.411.3M2022-09-11
PEOPLEConstitutionDAOEthereum0.032620.03018-7.48%0.02332-28.51%0.1438✓1.0213.8M2022-09-11
HIGHHighstreetEthereum2.0341.8823-7.46%1.517-25.42%0.0843✓1.18220k2022-09-11
ROSEOasisBinance Smart Chain0.100470.093084-7.35%0.06521-35.10%0.2137✓1.272.0M2022-09-11
FLOWFlownative2.9452.7366-7.07%2.116-28.15%0.1147✓1.27711k2022-09-11
LAZIOLazio Fan TokenBinance Smart Chain3.31093.0773-7.05%7.6094+129.83%0.9444✗0.351.5M2022-09-11
GTCGitcoinEthereum3.253.0216-7.03%2.33-28.31%0.1184✓1.27269k2022-09-11
RADRadworksEthereum2.592.4085-7.01%2.63+1.54%0.1922✗0.93636k2022-09-11
STXStacksnative0.50990.474216-7.00%0.3903-23.46%0.0644✓1.17808k2022-09-11
UNIUniswapEthereum9.218.5684-6.97%6.491-29.52%0.1299✓1.3210.0M2022-09-11
METRONOMEMETRONOME1.22931.1445-6.90%–pending––1.1013k2022-09-11
CHZChilizEthereum0.1640.152848-6.80%0.2083+27.01%0.4094✗0.891.1M2022-09-11
QTUMQtumQtum4.29254.002-6.77%3.3066-22.97%0.0778✓1.0153k2022-09-11
APEApeCoinEthereum7.0356.5644-6.69%5.682-19.23%0.0096✓1.3811.9M2022-09-11
XCNOnyxcoinEthereum0.087260.081448-6.66%0.07414-15.04%0.0681✓0.231.1M2022-09-11
PORTOFC PortoBinance Smart Chain3.44433.2152-6.65%7.1468+107.50%0.8523✗0.481.9M2022-09-11
FILFilecoinFilecoin8.7518.1702-6.64%6.417-26.67%0.1425✓0.896.2M2022-09-11
RARESuperRareEthereum0.30240.28278-6.49%0.2106-30.36%0.1829✓1.00108k2022-09-11
POKTPocket NetworkEthereum0.1270.118794-6.46%0.1254-1.26%0.1489✗0.85209k2022-09-11
ACMAC Milan Fan TokenSolana4.1513.8865-6.37%4.405+6.12%0.1632✗0.341.7M2022-09-11
AXSAxie InfinityEthereum18.6617.474-6.36%14.56-21.97%0.0454✓1.231.4M2022-09-11
FIDABonfidaSolana0.5540.519625-6.20%0.513-7.40%0.0986✗1.0015k2022-09-11
CRVCurve DAOEthereum1.42311.3349-6.20%1.183-16.87%0.0405✓1.446.7M2022-09-11
CITYManchester City Fan TokenSolana6.135.7563-6.10%6.73+9.79%0.1955✗0.351.0M2022-09-11
AVAXAvalancheAvalanche29.3527.5747-6.05%20.69-29.51%0.1306✓1.4030.7M2022-09-11
XYOXYO NetworkEthereum0.008920.008382-6.03%0.00844-5.38%0.1329✗1.13463k2022-09-11
SKLSKALEEthereum0.07330.068906-5.99%0.0501-31.65%0.1936✓1.12877k2022-09-11
ENSEthereum Name ServiceEthereum16.0315.0889-5.87%15.7-2.06%0.1748✗1.212.6M2022-09-11
DEXEDeXeEthereum4.173.9258-5.86%3.278-21.39%0.0978✓0.741.3M2022-09-11
DOTPolkadotPolkadot9.4848.9511-5.62%7.702-18.79%0.0291✓1.0813.2M2022-09-11
API3Api3Ethereum2.4262.2916-5.54%1.838-24.24%0.1111✓0.98588k2022-09-11
ICPInternet ComputerEthereum8.3947.9353-5.47%7.173-14.55%0.0179✓1.065.5M2022-09-11
DODODODOEthereum0.18090.171029-5.46%0.1333-26.31%0.1330✓1.042.7M2022-09-11
XPRXPR NetworkEthereum0.0045230.004281-5.34%0.002904-35.79%0.2913✓0.87994k2022-09-11
XEMNEMnative0.0556990.052738-5.32%0.046785-16.00%0.0072✓1.0144k2022-09-11
HIVEHivenative0.63480.601112-5.31%0.5792-8.76%0.0752✗1.002.4M2022-09-11
DNTdistrict0xEthereum0.05690.053886-5.30%0.0497-12.65%0.0342✓1.03254k2022-09-11
ENJEnjin CoinEthereum0.70.662997-5.29%0.543-22.43%0.0637✓1.22100k2022-09-11
OGOG Fan TokenSolana6.5946.2479-5.25%6.139-6.90%0.0009✓0.153.5M2022-09-11
SPELLSpellEthereum0.0015090.00143-5.24%0.001367-9.40%0.0524✓0.871.4M2022-09-11
FTTFTXEthereum31.2229.597-5.20%27.89-10.67%0.0442✓0.9310.8M2022-09-11
AERGOAergo [OLD]Ethereum0.15350.145602-5.15%0.2611+70.10%0.7051✗1.0850k2022-09-11
ORCAOrcaSolana1.02480.972116-5.14%0.8885-13.30%0.0891✗1.60296k2022-09-11
GRTThe GraphEthereum0.14720.139671-5.11%0.1167-20.72%0.0520✓1.143.8M2022-09-11
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain3.01682.8634-5.09%4.6789+55.09%0.5516✗0.541.3M2022-09-11
1INCH1INCHEthereum0.880.835674-5.04%0.649-26.25%0.1477✓0.94377k2022-09-11
MTLMetal DAOMetal L21.4961.4213-5.00%1.251-16.38%0.0071✓1.082.6M2022-09-11
BOBABoba NetworkEthereum0.55310.525548-4.98%0.3328-39.83%0.3090✓1.32232k2022-09-11
BARFC Barcelona Fan TokenSolana6.326.0055-4.98%6.57+3.96%0.1294✗0.351.2M2022-09-11
ELAElastosEthereum2.0751.9722-4.96%1.655-20.24%0.0645✓0.99261k2022-09-11
ALGOAlgorandAlgorand0.36560.347855-4.85%0.3264-10.72%0.0459✓0.988.4M2022-09-11
ADACardanoCardano0.54070.514461-4.85%0.5101-5.66%0.1132✗1.0942.0M2022-09-11
GALAGALAEthereum0.0660.062848-4.78%0.052-21.21%0.0670✓1.09207k2022-09-11
STEEMSteemnative0.27770.264472-4.76%0.235-15.38%0.0175✓0.90629k2022-09-11
SANTOSSantos FC Fan TokenBinance Smart Chain4.8754.6429-4.76%12.594+158.34%1.0253✗0.251.1M2022-09-11
ATOMCosmos HubCosmos12.06111.4923-4.72%15.699+30.16%0.4481✗1.2214.4M2022-09-11
UOSUltraEthereum0.392780.374301-4.70%0.45678+16.29%0.2997✗0.90439k2022-09-11
LINKChainlinkEthereum9.3338.8942-4.70%8.03-13.96%0.0242✓1.1319.3M2022-09-11
OGNOrigin TokenEthereum0.2360.224924-4.69%0.17789-24.62%0.0972✓1.23657k2022-09-11
RUNETHORChainTHORChain2.9642.825-4.69%1.99-32.86%0.1550✓1.75143k2022-09-11
AGLDAdventure GoldEthereum0.47640.45423-4.65%0.4255-10.68%0.0848✗1.34242k2022-09-11
ACHAlchemy PayEthereum0.016280.015533-4.59%0.013193-18.96%0.0844✓0.702.1M2022-09-11
COTICOTIEthereum0.12370.118034-4.58%0.0997-19.40%0.0481✓1.08529k2022-09-11
NAKANakamoto GamesPolygon0.09190.087706-4.56%0.0645-29.82%0.2142✓0.83127k2022-09-11
KNCKyber Network CrystalEthereum1.68511.6098-4.47%2.0077+19.14%0.3632✗1.27540k2022-09-11
BTTCBTTC0.000001039.84e-7-4.46%9.10e-7-11.65%0.0087✓0.785.9M2022-09-11
AIOZAIOZ NetworkEthereum0.07270.069474-4.44%0.0611-15.96%0.0381✓0.81128k2022-09-11
ALICEMy Neighbor AliceEthereum2.9472.8166-4.42%2.202-25.28%0.1115✓1.2059k2022-09-11
SOLSolanaSolana45.543.4969-4.40%35.01-23.05%0.0779✓1.2481.1M2022-09-11
GMTGMTEthereum0.9830.939818-4.39%0.7351-25.22%0.0807✓1.48440k2022-09-11
DIADIAEthereum0.482460.461352-4.38%0.40526-16.00%0.0733✓0.5070k2022-09-11
IMXImmutableEthereum1.14671.0967-4.36%0.8663-24.45%0.0964✓1.252.3M2022-09-11
XLMStellarStellar0.1264130.120964-4.31%0.114387-9.51%0.0466✗0.927.2M2022-09-11
YGGYield Guild GamesEthereum0.7920.75792-4.30%0.515-34.97%0.2452✓1.262,9182022-09-11
GLMRMoonbeamBase0.7410.709194-4.29%0.595-19.70%0.0269✓1.33135k2022-09-11
BATBasic AttentionEthereum0.466350.446351-4.29%0.35169-24.59%0.1233✓1.03107k2022-09-11
DUSKDUSKEthereum0.17450.167044-4.27%0.1378-21.03%0.1142✓0.704.4M2022-09-11
ASRAS Roma Fan TokenSolana4.1763.9978-4.27%4.354+4.26%0.1140✗0.262.3M2022-09-11
SWFTCSWFTCOINEthereum0.0021910.002098-4.23%0.001558-28.89%0.1858✓1.001.0M2022-09-11
SHIBShiba InuEthereum0.00001270.000012165-4.21%0.00001299+2.28%0.1755✗0.98744k2022-09-11
DASHDashDash56.1653.8084-4.19%48.35-13.91%0.0040✓0.99544k2022-09-11
MINAMina Protocolnative0.9380.898847-4.17%0.686-26.87%0.1596✓0.99280k2022-09-11
BTCBitcoinBitcoin24,415.1823,397.07-4.17%21,831.72-10.58%0.0426✓1.00472.7M2022-09-11
IOTAIOTAIOTA0.36310.348282-4.08%0.2923-19.50%0.0603✓1.033.6M2022-09-11
BORABORAKlay Token0.370960.355854-4.07%0.29146-21.43%0.0776✓1.0913k2022-09-11
MOVRMoonriverBase17.124116.4295-4.06%12.8866-24.75%0.1277✓1.0359k2022-09-11
OMGOMG NetworkEthereum2.39812.3013-4.04%1.9241-19.77%0.0578✓1.0838k2022-09-11
SUPERSuperVerseEthereum0.182990.175613-4.03%0.14382-21.41%0.0522✓1.32236k2022-09-11
TWTTrust WalletBinance Smart Chain1.15641.1098-4.03%1.0275-11.15%0.0035✓0.723.9M2022-09-11
SUSHISushiEthereum1.561.4976-4.00%1.3029-16.48%0.0070✓1.311.2M2022-09-11
CTSICartesiEthereum0.1960.188273-3.94%0.1545-21.17%0.0749✓1.10570k2022-09-11
XMRMoneroMonero166.92160.3495-3.94%159.22-4.61%0.1073✗1.021.1M2022-09-11
ETHEthereumEthereum1,959.911,883.64-3.89%1,766.95-9.85%0.0836✗1.32522.8M2022-09-11
XECeCashnative0.000047840.00004598-3.89%0.00004562-4.64%0.0873✗0.852.0M2022-09-11
BFCBifrostEthereum0.09160.088067-3.86%0.07546-17.62%0.0297✓1.1229k2022-09-11
COMPCompoundEthereum65.1262.6232-3.83%55.25-15.16%0.0182✓1.2838k2022-09-11
XVGVergenative0.003920.00377-3.81%0.00381-2.81%0.1347✗1.11534k2022-09-11
OXTOrchid ProtocolEthereum0.13040.125448-3.80%0.1156-11.35%0.0148✓0.86350k2022-09-11
SANDThe SandboxEthereum1.3341.2836-3.78%0.9748-26.93%0.1372✓1.231.1M2022-09-11
MANADecentralandEthereum1.06861.0283-3.77%0.80376-24.78%0.1326✓1.02543k2022-09-11
DOGEDogecoinDogecoin0.0723220.069609-3.75%0.063703-11.92%0.0269✓1.031.7M2022-09-11
LRCLoopringEthereum0.4760.458265-3.73%0.3619-23.97%0.1064✓1.16174k2022-09-11
ZENHorizenBase21.3520.5622-3.69%16.47-22.86%0.0887✓1.19118k2022-09-11
PHAPHALAEthereum0.1390.133993-3.60%0.1027-26.12%0.1687✓0.874,5542022-09-11
UMAUMAEthereum3.2233.1073-3.59%2.782-13.68%0.0138✓0.86587k2022-09-11
CBKCobakEthereum1.23181.1886-3.51%0.8518-30.85%0.2248✓0.9714k2022-09-11
BICOBiconomyEthereum0.6440.621424-3.51%0.5157-19.92%0.0942✓0.83755k2022-09-11
VSYSV.SYSTEMSnative0.0017060.001647-3.47%0.001636-4.10%0.0824✗0.809,0932022-09-11
LPTLivepeerEthereum12.411.9707-3.46%11.23-9.44%0.0650✗1.15313k2022-09-11
CTKShentuOsmosis1.0130.977986-3.46%1.024+1.09%0.1073✗0.554.2M2022-09-11
JASMYJasmyCoinEthereum0.010390.010032-3.44%0.00944-9.14%0.0212✓0.735.5M2022-09-11
BCHBitcoin CashBitcoin Cash143.1138.1821-3.44%130.35-8.91%0.0673✗1.125.1M2022-09-11
XTZTezosTezos1.92491.8588-3.43%1.6855-12.44%0.0296✓1.14467k2022-09-11
INDEXThe IndexRobinhood32.8975-3.42%1.9-36.67%0.3635✓0.5296k2022-09-11
GITCOINGITCOIN3.23543.125-3.41%2.3057-28.74%0.1558✓1.3313k2022-09-11
TRACOriginTrailEthereum0.25370.245201-3.35%0.2141-15.61%0.0179✓1.37116k2022-09-11
LUNATerraTerra 20.000098090.000094807-3.35%0.00043138+339.78%1.6024✗0.78353k2022-09-11
KSMKusamaHydration61.1459.1908-3.19%51.9-15.11%0.0124✓1.06551k2022-09-11
FORTFortaEthereum0.30940.299567-3.18%0.2312-25.27%0.1379✓1.08203k2022-09-11
LCXLCXEthereum0.07390.071598-3.12%0.0508-31.26%0.2070✓1.22367k2022-09-11
AVTAventusEthereum1.591.541-3.08%1.42-10.69%0.0773✓0.04143k2022-09-11
ZRX0x ProtocolEthereum0.3883630.376551-3.04%0.313787-19.20%0.0592✓1.10916k2022-09-11
WOOWOOEthereum0.24340.23602-3.03%0.168-30.98%0.2165✓1.101,7402022-09-11
XVSVenusEthereum6.666.4596-3.01%5.1-23.42%0.1147✓1.091.4M2022-09-11
GLMGolemEthereum0.29560.286763-2.99%0.3308+11.91%0.2494✗0.9570k2022-09-11
ARPAARPAEthereum0.04450.04317-2.99%0.0393-11.69%0.0227✓1.0476k2022-09-11
STORJStorjEthereum0.726560.705025-2.96%0.55506-23.60%0.0872✓1.3659k2022-09-11
BNTBancor NetworkEthereum0.60740.589534-2.94%0.512-15.71%0.0149✓1.13332k2022-09-11
TKOTokocryptoBinance Smart Chain0.3290.319385-2.92%0.285-13.37%0.0189✓0.851.1M2022-09-11
LTCLitecoinLitecoin62.9561.125-2.90%62.18-1.22%0.1346✗1.0513.7M2022-09-11
BCHSVBitcoin Cash SV63.53661.6963-2.90%54.454-14.29%0.0442✓0.72344k2022-09-11
CWEBCoinwebEthereum0.0200890.019511-2.88%0.023973+19.33%0.2259✗0.18223k2022-09-11
AAVEAaveEthereum114.79111.5468-2.83%91.63-20.18%0.0211✓1.577.9M2022-09-11
CVCCivicEthereum0.17520.170274-2.81%0.1518-13.36%0.0005✓1.03131k2022-09-11
LSKLiskEthereum1.28781.2518-2.79%1.0863-15.65%0.0372✓0.9456k2022-09-11
C98Coin98Ethereum0.55740.542745-2.63%0.4445-20.25%0.0729✓1.1358k2022-09-11
DKAdKargoEthereum0.053960.052548-2.62%0.04664-13.57%0.0355✓0.7516k2022-09-11
BANDBandEthereum1.8011.7545-2.58%1.369-23.99%0.0983✓1.34432k2022-09-11
ADXheyAuraEthereum0.198510.193394-2.58%0.17414-12.28%0.1449✗2.238742022-09-11
NANOnanopayBase1.10831.0798-2.57%0.927788-16.28%0.0639✓0.7963k2022-09-11
GODSGods UnchainedEthereum0.426970.416031-2.56%0.33139-22.39%0.1111✓1.04502k2022-09-11
POWRPowerledgerEthereum0.27870.27158-2.55%0.2303-17.37%0.0521✓1.0191k2022-09-11
AMPAmpEthereum0.008380.00817-2.51%0.00661-21.12%0.1395✓0.651.6M2022-09-11
CHRChromiaEthereum0.22240.216888-2.48%0.183-17.72%0.0106✓1.421,3132022-09-11
IDEXIDEXEthereum0.083310.081365-2.33%0.07307-12.29%0.0214✓0.779772022-09-11
TLMAlien WorldsEthereum0.033630.032848-2.33%0.0255-24.17%0.1084✓1.292,7512022-09-11
ZECZcashZcash77.3475.6826-2.14%64.27-16.90%0.0325✓1.172.2M2022-09-11
ASMAssemble AIEthereum0.026640.026094-2.05%0.0213-20.05%0.1128✓0.81186k2022-09-11
FETArtificial Superintelligence AllianceEthereum0.1040.102028-1.90%0.0941-9.52%0.0326✗1.019,1182022-09-11
MEDMediblocOsmosis0.0254660.024985-1.89%0.021887-14.05%0.0389✓0.8413k2022-09-11
KCSKuCoinnative10.65410.453-1.89%9.755-8.44%0.0428✗1.002.0M2022-09-11
BELBella ProtocolEthereum0.9440.927208-1.78%0.676-28.39%0.1518✓1.474.4M2022-09-11
ASTRAstarEthereum0.05020.049328-1.74%0.0372-25.90%0.1736✓0.9711k2022-09-11
MASKMask NetworkEthereum1.91.8676-1.71%1.46-23.16%0.1289✓1.05190k2022-09-11
SCSiacoinnative0.005110.005025-1.67%0.00419-18.00%0.0585✓1.10112k2022-09-11
WBTCWrapped BitcoinEthereum24,153.8023,752.72-1.66%21,663.60-10.31%0.0161✓0.9711k2022-09-11
XYMSymbolnative0.0564110.055568-1.49%0.042322-24.98%0.2145✓0.5233k2022-09-11
BTTBitTorrentEthereum0.000001030.000001015-1.42%9.10e-7-11.65%0.0233✓0.7721k2022-09-11
NEXONEXOEthereum0.9420.930738-1.20%0.974+3.40%0.1791✗1.201.1M2022-09-11
ORBSOrbsEthereum0.049530.048967-1.14%0.0396-20.05%0.1201✓0.822,5822022-09-11
GTGateEthereum5.0444.9881-1.11%4.3301-14.15%0.0613✓0.72911k2022-09-11
SUNSun TokenTron0.0068930.006828-0.94%0.006537-5.17%0.0374✗0.723,4592022-09-11
PROPropyEthereum0.830.824194-0.70%0.72-13.25%0.0850✓0.4591k2022-09-11
BRISEBitgertEthereum3.20e-73.18e-7-0.51%7.30e-7+128.03%0.9052✗0.68150k2022-09-11
LEOLEO TokenEthereum4.79724.7801-0.36%5.0627+5.53%0.0721✗0.13307k2022-09-11
NCTPolySwarmEthereum0.017810.017821+0.06%0.01293-27.40%0.2417✗0.71159k2022-09-11
TRXTRONTron0.0704870.070735+0.35%0.06419-8.93%0.0294✗0.61182k2022-09-11
CERECere NetworkEthereum0.0068320.006858+0.38%0.006309-7.66%0.0277✗0.5053k2022-09-11
ALEPHAleph CloudEthereum0.26140.263494+0.80%0.127-51.42%0.7283✗0.0144k2022-09-11
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.