8=======>

2022-01-14 · +7d

lstm_s4 · in-sample — the model trained on this date · 139 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
+0.0474
139 of 139 tokens assessed
long-short decile
-5.90%
realised beta-adjusted alpha
direction hit
86.3%
in alpha space · 97.8% on raw price
BTC over horizon
-15.39%
the unhedgeable market factor

Predicted vs actual (139 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
ENSEthereum Name ServiceEthereum26.2826.2022-0.30%17.88-31.96%0.0739✓1.844.1M2022-01-21
BCHBitcoin CashBitcoin Cash385.65383.6435-0.52%315.04-18.31%0.0273✓1.027.6M2022-01-21
TRXTRONTron0.0676580.067249-0.61%0.061109-9.68%0.0647✗0.96552k2022-01-21
BELBella ProtocolEthereum1.3081.299-0.69%0.984-24.77%0.0515✓1.352.7M2022-01-21
RADRadworksEthereum7.927.8579-0.78%5.68-28.28%0.1776✓0.881.1M2022-01-21
ETHEthereumEthereum3,310.453,282.69-0.84%2,569.01-22.40%0.0661✓1.07556.2M2022-01-21
LCXLCXEthereum0.13920.138022-0.85%0.0939-32.54%0.1709✓1.282.4M2022-01-21
XVSVenusEthereum1413.8799-0.86%9.94-29.00%0.1427✓1.143.1M2022-01-21
LRCLoopringEthereum1.47071.4576-0.89%0.8678-40.99%0.1987✓1.911.4M2022-01-21
SNXSynthetixEthereum5.225.1705-0.95%4.17-20.11%0.0174✓1.183.3M2022-01-21
LEOLEO TokenEthereum3.76993.7338-0.96%3.5345-6.24%0.0654✓-0.06364k2022-01-21
ASMAssemble AIEthereum0.080720.079936-0.97%0.05388-33.25%0.1571✓1.422.6M2022-01-21
OGOG Fan TokenSolana4.2694.2263-1.00%3.392-20.54%0.0861✓0.801.1M2022-01-21
TRACOriginTrailEthereum1.03051.0201-1.01%0.6747-34.53%0.1791✓1.401.5M2022-01-21
ZRX0x ProtocolEthereum0.7482050.740269-1.06%0.55846-25.36%0.0908✓1.142.5M2022-01-21
WBTCWrapped BitcoinEthereum43,294.1042,823.43-1.09%36,607.80-15.44%0.0077✓0.9814k2022-01-21
AGLDAdventure GoldEthereum1.381.3647-1.11%0.97-29.71%0.0619✓1.67569k2022-01-21
ASRAS Roma Fan TokenSolana3.8453.8018-1.12%3.168-17.61%0.0642✓0.71526k2022-01-21
XTZTezosTezos4.2854.2365-1.13%3.3417-22.01%0.0087✓1.374.3M2022-01-21
AAVEAaveEthereum224.05221.5073-1.13%171.09-23.64%0.0612✓1.1817.6M2022-01-21
MOVRMoonriverBase157.2002155.4074-1.14%95-39.57%0.3041✓1.12515k2022-01-21
KCSKuCoinnative20.0819.8498-1.15%16.808-16.29%0.1032✗1.6111.0M2022-01-21
SUNSun TokenTron0.020490.020254-1.15%0.016171-21.08%0.0190✓1.232.5M2022-01-21
EWTEnergy Web TokenEthereum7.7577.6675-1.15%5.957-23.20%0.1375✓0.69192k2022-01-21
GRTThe GraphEthereum0.57920.572438-1.17%0.4366-24.62%0.0529✓1.3012.2M2022-01-21
NANOnanopayBase3.15113.1142-1.17%2.3265-26.17%0.1005✓1.14699k2022-01-21
TKOTokocryptoBinance Smart Chain1.0551.0426-1.18%0.764-27.58%0.1485✓0.972.2M2022-01-21
BARFC Barcelona Fan TokenSolana7.917.8166-1.18%6.31-20.23%0.1085✓0.63680k2022-01-21
GTGateEthereum6.81286.7302-1.21%6.243-8.36%0.0685✗0.863.5M2022-01-21
LSKLiskEthereum2.09242.0669-1.22%1.6672-20.32%0.0296✓1.1195k2022-01-21
COMPCompoundEthereum189.59187.2725-1.22%139.37-26.49%0.1007✓1.16149k2022-01-21
UNIUniswapEthereum15.8715.6754-1.23%12.63-20.42%0.0014✓1.3012.4M2022-01-21
JASMYJasmyCoinEthereum0.07070.069832-1.23%0.05552-21.47%0.0245✓1.2316.4M2022-01-21
TWTTrust WalletBinance Smart Chain0.71070.701797-1.25%0.5619-20.94%0.0077✓1.283.7M2022-01-21
ARPAARPAEthereum0.08650.085407-1.26%0.0619-28.44%0.0885✓1.401.2M2022-01-21
CERECere NetworkEthereum0.05570.054984-1.29%0.0363-34.83%0.1857✓1.371.5M2022-01-21
BNTBancor NetworkEthereum3.193.1487-1.30%2.46-22.88%0.0819✓0.99918k2022-01-21
CTKShentuOsmosis1.5091.4894-1.30%1.209-19.88%0.0197✗1.374.4M2022-01-21
XYOXYO NetworkEthereum0.0284310.02806-1.30%0.022082-22.33%0.0680✓1.035.7M2022-01-21
CHZChilizEthereum0.26680.263291-1.32%0.198-25.79%0.0627✓1.334.0M2022-01-21
ACHAlchemy PayEthereum0.0596540.058863-1.33%0.041641-30.20%0.1453✓1.207.5M2022-01-21
IMXImmutableEthereum3.553.5025-1.34%2.71-23.66%0.0246✓1.392.2M2022-01-21
TRBTellor TributesEthereum29.729.2997-1.35%21.23-28.52%0.0641✓1.541.0M2022-01-21
AMPAmpEthereum0.041110.040553-1.35%0.0303-26.30%0.1391✓0.918.4M2022-01-21
AXSAxie InfinityEthereum73.772.6944-1.36%58.39-20.77%0.0396✓1.076.2M2022-01-21
BTCBitcoinBitcoin43,090.7242,490.47-1.39%36,456.94-15.39%0.0140✓1.00679.0M2022-01-21
LPTLivepeerEthereum36.2535.7394-1.41%24.86-31.42%0.0854✓1.662.7M2022-01-21
COTICOTIEthereum0.3350.330281-1.41%0.2921-12.81%0.1304✗1.513.8M2022-01-21
BICOBiconomyEthereum3.623.5689-1.41%2.45-32.32%0.1670✓1.258.5M2022-01-21
ATMAtletico Madrid Fan TokenSolana6.686.5856-1.41%5.64-15.57%0.0444✓0.66602k2022-01-21
ETCEthereum Classicnative31.9831.5267-1.42%25.95-18.86%0.0169✓1.062.9M2022-01-21
SOLSolanaSolana146.17144.0897-1.42%112.32-23.16%0.0606✓1.13177.1M2022-01-21
ZECZcashZcash142.55140.467-1.46%102.35-28.20%0.0995✓1.3010.9M2022-01-21
OXTOrchid ProtocolEthereum0.33210.327104-1.50%0.2523-24.03%0.0454✓1.282.2M2022-01-21
DKAdKargoEthereum0.109330.107668-1.52%0.08324-23.86%0.0669✓1.1423k2022-01-21
QTUMQtumQtum7.84427.7234-1.54%6.1225-21.95%0.0074✓1.43263k2022-01-21
LTCLitecoinLitecoin144.84142.6021-1.55%114.51-20.94%0.0094✓1.3732.2M2022-01-21
MTLMetal DAOMetal L21.8531.8241-1.56%1.445-22.02%0.0404✓1.152.2M2022-01-21
GODSGods UnchainedEthereum2.922.8742-1.57%2.29-21.58%0.0167✓1.263.1M2022-01-21
SUPERSuperVerseEthereum1.091.0728-1.58%0.73-33.03%0.0660✓1.911.6M2022-01-21
MASKMask NetworkEthereum9.59.3494-1.59%6.49-31.68%0.2463✓0.711.0M2022-01-21
ORBSOrbsEthereum0.08130.08001-1.59%0.0634-22.02%0.0475✓1.1119k2022-01-21
XECeCashnative0.000097020.000095476-1.59%0.00007968-17.87%0.0115✓1.016.5M2022-01-21
PEOPLEConstitutionDAOEthereum0.0790.077735-1.60%0.0417-47.22%0.4556✓1.0027.8M2022-01-21
UMAUMAEthereum8.398.2535-1.63%6.6-21.33%0.0617✓0.974.3M2022-01-21
FILFilecoinFilecoin29.7229.236-1.63%21.98-26.04%0.1039✓1.0915.5M2022-01-21
ACMAC Milan Fan TokenSolana4.8674.7872-1.64%4.12-15.35%0.0370✓0.68469k2022-01-21
DODODODOEthereum0.8020.7887-1.66%0.561-30.05%0.0919✓1.498.0M2022-01-21
SHIBShiba InuEthereum0.000030840.000030325-1.67%0.00002226-27.82%0.0833✓1.351.8M2022-01-21
NAKANakamoto GamesPolygon0.97790.96146-1.68%0.5186-46.97%0.4493✓1.013.0M2022-01-21
XVGVergenative0.013890.013656-1.68%0.01002-27.86%0.1029✓1.242.0M2022-01-21
XYMSymbolnative0.19290.189641-1.69%0.1639-15.03%0.0326✓0.68464k2022-01-21
MINAMina Protocolnative3.463.4011-1.70%2.9-16.18%0.0221✗1.09808k2022-01-21
QNTQuantEthereum165.39162.5427-1.72%114.44-30.81%0.1952✓0.936.9M2022-01-21
KSMKusamaHydration281.84276.9727-1.73%213.87-24.12%0.0605✓1.181.4M2022-01-21
BCHSVBitcoin Cash SV113.04111.0868-1.73%95.68-15.36%0.0106✓0.962.2M2022-01-21
1INCH1INCHEthereum2.382.3383-1.75%1.84-22.69%0.0626✓1.062.9M2022-01-21
JUVJuventus Fan TokenSolana8.047.8985-1.76%6.56-18.41%0.0573✓0.77737k2022-01-21
PHAPHALAEthereum0.3660.359546-1.76%0.271-25.96%0.1552✓0.7643k2022-01-21
XPRXPR NetworkEthereum0.0150.014735-1.77%0.01111-25.93%0.0631✓1.312.2M2022-01-21
IOTAIOTAIOTA1.12231.1024-1.77%0.857-23.64%0.0850✓1.0023.2M2022-01-21
SKLSKALEEthereum0.17540.172241-1.80%0.1206-31.24%0.1451✓1.264.2M2022-01-21
KNCKyber Network CrystalEthereum1.41981.3941-1.81%1.4321+0.87%0.1717✗0.87922k2022-01-21
PSGParis Saint-Germain Fan TokenSolana14.9614.6847-1.84%13.42-10.29%0.0243✗0.681.1M2022-01-21
ICPInternet ComputerEthereum32.5431.9377-1.85%24.19-25.66%0.0420✓1.4134.3M2022-01-21
RIFRootstock Infrastructure FrameworkEthereum0.17980.176429-1.88%0.1474-18.02%0.0273✓0.91432k2022-01-21
DASHDashDash141.12138.4679-1.88%105.73-25.08%0.0688✓1.202.8M2022-01-21
MEDMediblocOsmosis0.053420.052412-1.89%0.03977-25.55%0.0927✓1.1019k2022-01-21
ANKRAnkr NetworkEthereum0.093360.091584-1.90%0.07197-22.91%0.1197✓0.7352k2022-01-21
ALGOAlgorandAlgorand1.38221.3557-1.92%1.0303-25.46%0.0785✓1.1730.5M2022-01-21
OGNOrigin TokenEthereum0.5210.510998-1.92%0.352-32.44%0.1556✓1.302.0M2022-01-21
PORTOFC PortoBinance Smart Chain3.32043.2562-1.93%3.11-6.34%0.1532✗1.192.6M2022-01-21
SPELLSpellEthereum0.014340.01406-1.95%0.0092-35.84%0.0284✓2.3726.1M2022-01-21
VSYSV.SYSTEMSnative0.016660.016333-1.96%0.01394-16.33%0.0368✓0.7324k2022-01-21
RLCiExec RLCEthereum2.772.715-1.99%2-27.80%0.0844✓1.323.2M2022-01-21
DNTdistrict0xEthereum0.1130.11071-2.03%0.0834-26.19%0.0961✓1.12303k2022-01-21
ADACardanoCardano1.29311.2669-2.03%1.1211-13.30%0.0701✗1.1595.6M2022-01-21
XLMStellarStellar0.2653750.259989-2.03%0.202862-23.56%0.0744✓1.0424.2M2022-01-21
NMRNumeraireEthereum28.4227.8391-2.04%23.31-17.98%0.0586✓0.71360k2022-01-21
ZENHorizenBase53.852.6905-2.06%38.94-27.62%0.0530✓1.49667k2022-01-21
LAZIOLazio Fan TokenBinance Smart Chain4.34634.2564-2.07%3.555-18.21%0.0309✗1.264.1M2022-01-21
AUCTIONBounceEthereum20.2919.8695-2.07%15.55-23.36%0.0696✓1.05958k2022-01-21
GITCOINGITCOIN10.86610.6379-2.10%7.826-27.98%0.2885✓0.1144k2022-01-21
CITYManchester City Fan TokenSolana10.5210.2981-2.11%9.4-10.65%0.0349✗0.75955k2022-01-21
BATBasic AttentionEthereum1.05261.0303-2.12%0.81011-23.04%0.0580✗1.78974k2022-01-21
CBKCobakEthereum2.8572.795-2.17%2.197-23.10%0.0898✓0.9026k2022-01-21
SCSiacoinnative0.013860.013555-2.20%0.01044-24.68%0.0952✓0.99656k2022-01-21
DOTPolkadotPolkadot27.7627.1414-2.23%19.67-29.14%0.0971✓1.3564.3M2022-01-21
XMRMoneroMonero229.78224.5356-2.28%172.82-24.79%0.0964✓0.993.1M2022-01-21
OMGOMG NetworkEthereum6.03525.8965-2.30%4.7186-21.82%0.0199✓1.21457k2022-01-21
LINKChainlinkEthereum25.7425.1451-2.31%17.44-32.25%0.1669✓1.1974.2M2022-01-21
CVCCivicEthereum0.32910.321455-2.32%0.2396-27.20%0.1226✓1.02397k2022-01-21
LUNATerraTerra 281.4779.5738-2.33%64.94-20.29%0.0360✓1.007.4M2022-01-21
XEMNEMnative0.11920.116384-2.36%0.097-18.62%0.0060✓1.0557k2022-01-21
ENJEnjin CoinEthereum2.4152.3579-2.36%1.738-28.03%0.1181✓1.122.0M2022-01-21
SUSHISushiEthereum7.036.8627-2.38%4.96-29.45%0.1092✓1.2917.7M2022-01-21
BANDBandEthereum5.75.5637-2.39%3.96-30.53%0.1554✓1.102.3M2022-01-21
AVAXAvalancheAvalanche90.4188.2222-2.42%66.07-26.92%0.0918✓1.18108.4M2022-01-21
ATOMCosmos HubCosmos40.4439.448-2.45%34.64-14.34%0.0283✗0.9586.7M2022-01-21
MANADecentralandEthereum2.9552.8799-2.54%2.2219-24.81%0.0892✓1.025.2M2022-01-21
DYDXdYdXCosmos7.6737.4723-2.62%8.351+8.84%0.3289✗1.30271k2022-01-21
CTSICartesiEthereum0.71450.695443-2.67%0.4811-32.67%0.1374✓1.382.7M2022-01-21
DEXEDeXeEthereum9.849.5767-2.68%6.72-31.71%0.3572✓-0.021.5M2022-01-21
CRVCurve DAOEthereum5.355.2058-2.70%3.31-38.13%0.2187✓1.4032.4M2022-01-21
UOSUltraEthereum1.29881.2635-2.71%0.91734-29.37%0.1454✓1.053.0M2022-01-21
STORJStorjEthereum1.60691.5629-2.73%1.1848-26.27%0.1299✓0.88502k2022-01-21
DOGEDogecoinDogecoin0.1833170.17829-2.74%0.142057-22.51%0.0432✓1.105.4M2022-01-21
YFIyearn.financeEthereum32,239.4931,341.29-2.79%25,741.64-20.15%0.0854✓0.6726.4M2022-01-21
HIVEHivenative1.311.2729-2.83%0.906-30.84%0.1064✓1.404.0M2022-01-21
API3Api3Ethereum3.923.796-3.16%4.65+18.62%0.3358✗0.80471k2022-01-21
FTTFTXEthereum44.7343.2963-3.21%38.52-13.88%0.0683✗1.1121.6M2022-01-21
CELLCellframeEthereum1.06471.0274-3.50%0.8913-16.29%0.0270✓1.01108k2022-01-21
SANTOSSantos FC Fan TokenBinance Smart Chain3.3723.2517-3.57%2.795-17.11%0.1387✗1.731.2M2022-01-21
GTCGitcoinEthereum10.9810.5687-3.75%7.97-27.41%0.2526✓0.182.8M2022-01-21
POWRPowerledgerEthereum0.62720.603325-3.81%0.5351-14.68%0.1113✗1.38736k2022-01-21
CWEBCoinwebEthereum0.0836380.080391-3.88%0.061424-26.56%0.1019✓1.002.4M2022-01-21
METRONOMEMETRONOME4.13563.9603-4.24%3.2277-21.95%0.0781✓0.762,2572022-01-21
BFCBifrostEthereum0.222390.209757-5.68%0.16704-24.89%0.0388✓1.595,3602022-01-21
DUSKDUSKEthereum0.96050.902036-6.09%0.6365-33.73%0.0549✓1.7638.7M2022-01-21
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.