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2021-12-31 · +1d

lstm_s4 · in-sample — the model trained on this date · 137 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
+0.1416
137 of 137 tokens assessed
long-short decile
+1.80%
realised beta-adjusted alpha
direction hit
50.4%
in alpha space · 5.8% on raw price
BTC over horizon
+3.29%
the unhedgeable market factor

Predicted vs actual (137 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
TRXTRONTron0.0754770.07544-0.05%0.076625+1.52%0.0152✓0.95607k2022-01-01
NANOnanopayBase3.40153.398-0.10%3.58+5.25%0.0178✗1.06798k2022-01-01
ETHEthereumEthereum3,675.803,671.95-0.10%3,765.72+2.45%0.0087✓1.05716.9M2022-01-01
CBKCobakEthereum2.8822.8785-0.12%2.914+1.11%0.0161✓0.8853k2022-01-01
SOLSolanaSolana169.88169.6602-0.13%179.21+5.49%0.0206✗1.05236.5M2022-01-01
CTKShentuOsmosis1.6341.6318-0.13%1.748+6.98%0.0251✗1.357.6M2022-01-01
BCHSVBitcoin Cash SV121.02120.8507-0.14%123.03+1.66%0.0133✓0.963.7M2022-01-01
GTGateEthereum6.55556.5463-0.14%6.7635+3.17%0.0055✗0.844.0M2022-01-01
XTZTezosTezos4.34044.334-0.15%4.7494+9.42%0.0487✗1.324.9M2022-01-01
ZRX0x ProtocolEthereum0.8026110.801285-0.17%0.875736+9.11%0.0529✗1.112.8M2022-01-01
LEOLEO TokenEthereum3.76133.755-0.17%3.7989+1.00%0.0155✗-0.12409k2022-01-01
MTLMetal DAOMetal L22.0582.0544-0.17%2.133+3.64%0.0008✓1.133.1M2022-01-01
ICPInternet ComputerEthereum24.4224.376-0.18%25.61+4.87%0.0030✗1.4324.2M2022-01-01
1INCH1INCHEthereum2.392.3853-0.20%2.53+5.86%0.0248✗1.054.1M2022-01-01
ATMAtletico Madrid Fan TokenSolana7.067.0452-0.21%7.24+2.55%0.0066✗0.641.1M2022-01-01
EWTEnergy Web TokenEthereum8.8738.8543-0.21%9.193+3.61%0.0181✗0.60338k2022-01-01
BCHBitcoin CashBitcoin Cash430.15429.2366-0.21%445.07+3.47%0.0035✗1.019.8M2022-01-01
COMPCompoundEthereum199.58199.1481-0.22%210.69+5.57%0.0190✗1.15210k2022-01-01
RIFRootstock Infrastructure FrameworkEthereum0.19840.197968-0.22%0.2061+3.88%0.0111✗0.90622k2022-01-01
SUNSun TokenTron0.0218220.021774-0.22%0.022463+2.94%0.0081✓1.212.4M2022-01-01
DOTPolkadotPolkadot26.6726.6107-0.22%28.61+7.27%0.0308✗1.2875.1M2022-01-01
LAZIOLazio Fan TokenBinance Smart Chain4.60644.596-0.22%4.7558+3.24%0.0078✓1.305.0M2022-01-01
LINKChainlinkEthereum19.5119.4658-0.23%20.75+6.36%0.0205✗1.3469.7M2022-01-01
LCXLCXEthereum0.17520.174801-0.23%0.1885+7.59%0.0379✗1.162.8M2022-01-01
ETCEthereum Classicnative34.0633.9815-0.23%34.87+2.38%0.0081✓1.054.7M2022-01-01
SNXSynthetixEthereum5.485.4673-0.23%5.98+9.12%0.0524✗1.154.3M2022-01-01
BARFC Barcelona Fan TokenSolana8.88.7794-0.23%8.94+1.59%0.0016✓0.61999k2022-01-01
AAVEAaveEthereum253.92253.318-0.24%266.48+4.95%0.0140✗1.1311.5M2022-01-01
PORTOFC PortoBinance Smart Chain3.14643.1388-0.24%3.2078+1.95%0.0174✓1.213.3M2022-01-01
ORBSOrbsEthereum0.08230.082101-0.24%0.0839+1.94%0.0134✓1.0820k2022-01-01
BELBella ProtocolEthereum1.5421.5382-0.25%1.651+7.07%0.0293✗1.283.6M2022-01-01
TKOTokocryptoBinance Smart Chain1.2591.2559-0.25%1.276+1.35%0.0149✓0.952.7M2022-01-01
KNCKyber Network CrystalEthereum1.27961.2762-0.26%1.3805+7.89%0.0435✗1.08987k2022-01-01
BTCBitcoinBitcoin46,211.2446,088.49-0.27%47,733.43+3.29%0.0027✗1.00750.8M2022-01-01
COTICOTIEthereum0.35470.353755-0.27%0.3879+9.36%0.0443✗1.484.3M2022-01-01
QTUMQtumQtum8.7368.7126-0.27%8.9613+2.58%0.0183✓1.43280k2022-01-01
UNIUniswapEthereum16.9816.934-0.27%17.47+2.89%0.0110✓1.3015.5M2022-01-01
PSGParis Saint-Germain Fan TokenSolana15.0715.0272-0.28%15.4+2.19%0.0023✓0.691.4M2022-01-01
BNTBancor NetworkEthereum3.213.2006-0.29%3.35+4.36%0.0132✗1.001.1M2022-01-01
ARPAARPAEthereum0.09710.096815-0.29%0.1001+3.09%0.0112✓1.381.8M2022-01-01
DODODODOEthereum0.8430.840496-0.30%0.875+3.80%0.0078✓1.488.5M2022-01-01
KSMKusamaHydration276.22275.3985-0.30%289.04+4.64%0.0123✗1.111.4M2022-01-01
FILFilecoinFilecoin34.2434.1373-0.30%35.88+4.79%0.0163✗1.0323.7M2022-01-01
XEMNEMnative0.12270.122332-0.30%0.126+2.69%0.0063✓1.11153k2022-01-01
DKAdKargoEthereum0.112710.11237-0.30%0.11476+1.82%0.0152✓1.1229k2022-01-01
XVSVenusEthereum15.1415.0943-0.30%16.08+6.21%0.0263✗1.144.3M2022-01-01
GRTThe GraphEthereum0.64210.640157-0.30%0.6647+3.52%0.0045✓1.3011.8M2022-01-01
LTCLitecoinLitecoin146.15145.707-0.30%150.83+3.20%0.0094✓1.3646.1M2022-01-01
AXSAxie InfinityEthereum93.2192.9249-0.31%94.1+0.95%0.0190✓0.977.0M2022-01-01
QNTQuantEthereum179.22178.6697-0.31%179.87+0.36%0.0247✓0.979.4M2022-01-01
SUPERSuperVerseEthereum1.131.1265-0.31%1.17+3.54%0.0055✗1.002.2M2022-01-01
BANDBandEthereum5.014.9946-0.31%5.18+3.39%0.0027✓1.212.4M2022-01-01
TRBTellor TributesEthereum33.0632.9577-0.31%35.27+6.68%0.0181✗1.531.3M2022-01-01
XECeCashnative0.000108190.000107854-0.31%0.00011077+2.38%0.0056✓1.008.0M2022-01-01
ADACardanoCardano1.30821.304-0.32%1.3797+5.47%0.0213✗1.08106.2M2022-01-01
DASHDashDash133.78133.3517-0.32%138.03+3.18%0.0069✓1.282.1M2022-01-01
ASMAssemble AIEthereum0.087670.087389-0.32%0.093+6.08%0.0153✗1.453.9M2022-01-01
OMGOMG NetworkEthereum5.88625.8667-0.33%6.1094+3.79%0.0015✓1.20649k2022-01-01
SKLSKALEEthereum0.20230.201599-0.35%0.2128+5.19%0.0141✗1.235.4M2022-01-01
JUVJuventus Fan TokenSolana8.418.3808-0.35%8.65+2.85%0.0069✗0.761.1M2022-01-01
XPRXPR NetworkEthereum0.015790.015735-0.35%0.01654+4.75%0.0078✗1.302.3M2022-01-01
MOVRMoonriverBase181.8528181.211-0.35%189.4715+4.19%0.0070✗1.16622k2022-01-01
LSKLiskEthereum2.3972.3885-0.36%2.3965-0.02%0.0337✓1.14128k2022-01-01
POWRPowerledgerEthereum0.41390.412417-0.36%0.4264+3.02%0.0121✓1.40722k2022-01-01
ACMAC Milan Fan TokenSolana5.0235.0046-0.37%5.211+3.74%0.0212✗0.59773k2022-01-01
XLMStellarStellar0.2664780.265501-0.37%0.276802+3.87%0.0086✗1.0227.7M2022-01-01
FTTFTXEthereum38.2538.1093-0.37%40.2+5.10%0.0194✗1.0520.7M2022-01-01
CITYManchester City Fan TokenSolana10.1110.0727-0.37%10.37+2.57%0.0048✗0.751.3M2022-01-01
NMRNumeraireEthereum31.431.2792-0.38%32.46+3.38%0.0153✗0.67503k2022-01-01
KCSKuCoinnative21.37621.2935-0.39%22.386+4.72%0.0033✓1.6516.6M2022-01-01
XYMSymbolnative0.19450.193749-0.39%0.2245+15.42%0.1302✗0.53410k2022-01-01
DOGEDogecoinDogecoin0.1702220.169551-0.39%0.173118+1.70%0.0152✓1.115.5M2022-01-01
ASRAS Roma Fan TokenSolana4.0184.0021-0.40%4.221+5.05%0.0322✗0.65502k2022-01-01
RLCiExec RLCEthereum2.932.9184-0.40%3.1+5.80%0.0180✗1.313.2M2022-01-01
NAKANakamoto GamesPolygon1.621.6135-0.40%1.6281+0.50%0.0177✓0.824.6M2022-01-01
AMPAmpEthereum0.048280.048085-0.40%0.04964+2.82%0.0022✓0.918.6M2022-01-01
SHIBShiba InuEthereum0.000033420.000033285-0.40%0.00003416+2.21%0.0150✓1.262.0M2022-01-01
AGLDAdventure GoldEthereum1.621.6133-0.41%1.7+4.94%0.0035✓1.721.1M2022-01-01
OXTOrchid ProtocolEthereum0.36550.363973-0.42%0.3775+3.28%0.0050✓1.284.2M2022-01-01
GODSGods UnchainedEthereum4.344.3218-0.42%4.37+0.69%0.0213✓1.003.4M2022-01-01
SCSiacoinnative0.015180.015116-0.42%0.01554+2.37%0.0035✓0.96868k2022-01-01
DYDXdYdXCosmos8.18.065-0.43%8.39+3.58%0.0015✓1.26391k2022-01-01
CELLCellframeEthereum0.90880.904859-0.43%0.9793+7.76%0.0466✗1.00146k2022-01-01
VSYSV.SYSTEMSnative0.019080.018996-0.44%0.0202+5.87%0.0411✗0.6342k2022-01-01
CHZChilizEthereum0.28330.282026-0.45%0.2952+4.20%0.0032✓1.315.5M2022-01-01
IMXImmutableEthereum4.914.8872-0.46%4.83-1.63%0.0442✓1.003.0M2022-01-01
OGOG Fan TokenSolana4.5084.487-0.47%5.069+12.44%0.0991✗0.711.0M2022-01-01
ENSEthereum Name ServiceEthereum38.9238.738-0.47%40.17+3.21%0.0227✓1.826.6M2022-01-01
JASMYJasmyCoinEthereum0.085130.084729-0.47%0.08625+1.32%0.0223✓1.2421.7M2022-01-01
TWTTrust WalletBinance Smart Chain0.70780.704458-0.47%0.7302+3.16%0.0054✓1.276.1M2022-01-01
ZENHorizenBase60.5760.2833-0.47%63.94+5.56%0.0100✗1.511.0M2022-01-01
BFCBifrostEthereum0.196880.195948-0.47%0.20032+1.75%0.0294✓1.598,4562022-01-01
ANKRAnkr NetworkEthereum0.10090.100408-0.49%0.10295+2.03%0.0041✓0.6564k2022-01-01
DNTdistrict0xEthereum0.12830.12767-0.49%0.1339+4.36%0.0129✗1.07324k2022-01-01
UMAUMAEthereum9.119.0644-0.50%9.33+2.41%0.0075✓1.124.1M2022-01-01
TRACOriginTrailEthereum1.22821.222-0.50%1.2912+5.13%0.0098✗1.402.1M2022-01-01
AUCTIONBounceEthereum24.4124.2866-0.51%24.52+0.45%0.0244✓1.051.5M2022-01-01
SANTOSSantos FC Fan TokenBinance Smart Chain3.4963.4783-0.51%3.609+3.23%0.0150✓1.602.5M2022-01-01
XMRMoneroMonero228.93227.762-0.51%250.04+9.22%0.0618✗0.973.0M2022-01-01
API3Api3Ethereum4.224.1984-0.51%4.36+3.32%0.0054✗1.001.1M2022-01-01
LUNATerraTerra 285.5685.1208-0.51%91.66+7.13%0.0416✗1.006.3M2022-01-01
RADRadworksEthereum10.8510.7943-0.51%11+1.38%0.0088✓0.851.2M2022-01-01
MEDMediblocOsmosis0.053310.053033-0.52%0.05488+2.95%0.0017✓1.1115k2022-01-01
MINAMina Protocolnative3.543.5215-0.52%3.73+5.37%0.0229✗1.07723k2022-01-01
WBTCWrapped BitcoinEthereum46,060.2045,817.44-0.53%47,429.60+2.97%0.0029✓0.989,2042022-01-01
IOTAIOTAIOTA1.36581.3584-0.54%1.411+3.31%0.0075✗0.9423.6M2022-01-01
OGNOrigin TokenEthereum0.6120.608648-0.55%0.633+3.43%0.0020✓1.272.5M2022-01-01
XVGVergenative0.017030.016936-0.55%0.01775+4.23%0.0083✗1.192.4M2022-01-01
DEXEDeXeEthereum11.7811.7136-0.56%11.76-0.17%0.0096✗-0.173.4M2022-01-01
BATBasic AttentionEthereum1.20391.1971-0.57%1.2582+4.51%0.0080✓1.781.4M2022-01-01
CVCCivicEthereum0.32790.32603-0.57%0.3671+11.95%0.0881✗0.94293k2022-01-01
AVAXAvalancheAvalanche109.4108.7749-0.57%114.26+4.44%0.0133✗1.11127.7M2022-01-01
CTSICartesiEthereum0.68640.682446-0.58%0.715+4.17%0.0036✓1.333.1M2022-01-01
PHAPHALAEthereum0.4260.423528-0.58%0.43+0.94%0.0087✓0.7446k2022-01-01
METRONOMEMETRONOME4.74254.715-0.58%4.5517-4.02%0.0589✓0.7322k2022-01-01
CERECere NetworkEthereum0.07630.075848-0.59%0.0797+4.46%0.0046✓1.391.7M2022-01-01
STORJStorjEthereum1.74281.7325-0.59%1.835+5.29%0.0318✗0.79889k2022-01-01
ACHAlchemy PayEthereum0.0635290.063137-0.62%0.064208+1.07%0.0289✓1.417.9M2022-01-01
ZECZcashZcash146.46145.5401-0.63%150.36+2.66%0.0116✓1.3611.8M2022-01-01
YFIyearn.financeEthereum33,038.2832,827.82-0.64%36,545.69+10.62%0.0889✗0.5713.3M2022-01-01
ENJEnjin CoinEthereum2.5742.5576-0.64%2.681+4.16%0.0139✗1.032.1M2022-01-01
CRVCurve DAOEthereum5.325.2842-0.67%6.21+16.73%0.1187✗1.3228.7M2022-01-01
GITCOINGITCOIN12.73412.648-0.68%13.69+7.51%0.0825✗-0.10111k2022-01-01
ALGOAlgorandAlgorand1.65891.6473-0.70%1.7433+5.09%0.0203✗1.1231.7M2022-01-01
LRCLoopringEthereum2.09082.0749-0.76%2.08-0.52%0.0598✓1.921.5M2022-01-01
XYOXYO NetworkEthereum0.0338250.033563-0.78%0.033863+0.11%0.0249✓1.048.5M2022-01-01
ATOMCosmos HubCosmos32.4332.1726-0.79%36.33+12.03%0.0928✗0.8942.6M2022-01-01
LPTLivepeerEthereum39.6939.3731-0.80%41.07+3.48%0.0120✓1.672.9M2022-01-01
SUSHISushiEthereum9.429.343-0.82%9.14-2.97%0.0654✓1.3417.1M2022-01-01
UOSUltraEthereum1.56661.5536-0.83%1.5787+0.77%0.0153✓0.974.3M2022-01-01
MASKMask NetworkEthereum12.2212.1161-0.85%13.2+8.02%0.0674✗0.561.3M2022-01-01
HIVEHivenative1.48961.4765-0.88%1.5238+2.30%0.0138✓1.405.8M2022-01-01
BICOBiconomyEthereum4.554.5094-0.89%4.49-1.32%0.0479✓1.3412.3M2022-01-01
SPELLSpellEthereum0.023460.02325-0.89%0.02333-0.55%0.0290✓1.0033.0M2022-01-01
MANADecentralandEthereum3.26773.2381-0.90%3.3501+2.52%0.0033✓0.956.9M2022-01-01
GTCGitcoinEthereum12.712.5688-1.03%13.58+6.93%0.0788✗-0.044.2M2022-01-01
DUSKDUSKEthereum0.93560.920217-1.64%1.0026+7.16%0.0308✗1.7030.1M2022-01-01
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.