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2021-12-31 · +30d

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
+0.2818
137 of 137 tokens assessed
long-short decile
+19.74%
realised beta-adjusted alpha
direction hit
83.9%
in alpha space · 96.4% on raw price
BTC over horizon
-17.98%
the unhedgeable market factor

Predicted vs actual (137 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
TRXTRONTron0.0754770.075512+0.05%0.058692-22.24%0.0635✗0.95607k2022-01-30
BCHBitcoin CashBitcoin Cash430.15425.3519-1.12%290.04-32.57%0.1827✓1.019.8M2022-01-30
XVSVenusEthereum15.1414.957-1.21%7.79-48.55%0.4263✓1.144.3M2022-01-30
SUNSun TokenTron0.0218220.02155-1.25%0.014098-35.40%0.1841✓1.212.4M2022-01-30
XYMSymbolnative0.19450.191664-1.46%0.1781-8.43%0.0311✗0.53410k2022-01-30
LEOLEO TokenEthereum3.76133.699-1.66%3.587-4.63%0.0541✓-0.12409k2022-01-30
ETHEthereumEthereum3,675.803,613.06-1.71%2,602.89-29.19%0.1206✓1.05716.9M2022-01-30
NANOnanopayBase3.40153.3401-1.80%2.2301-34.44%0.1935✓1.06798k2022-01-30
BELBella ProtocolEthereum1.5421.513-1.88%0.897-41.83%0.2694✓1.283.6M2022-01-30
OGOG Fan TokenSolana4.5084.4188-1.98%3.138-30.39%0.2024✓0.711.0M2022-01-30
BNTBancor NetworkEthereum3.213.146-1.99%2.48-22.74%0.0396✓1.001.1M2022-01-30
GTGateEthereum6.55556.4222-2.03%6.7915+3.60%0.2220✗0.844.0M2022-01-30
ORBSOrbsEthereum0.08230.080623-2.04%0.066-19.81%0.0146✓1.0820k2022-01-30
ASMAssemble AIEthereum0.087670.085797-2.14%0.0595-32.13%0.0787✓1.453.9M2022-01-30
SOLSolanaSolana169.88166.2504-2.14%93.31-45.07%0.3687✓1.05236.5M2022-01-30
MEDMediblocOsmosis0.053310.052089-2.29%0.04035-24.31%0.0357✓1.1115k2022-01-30
COMPCompoundEthereum199.58194.9237-2.33%117.46-41.15%0.2783✓1.15210k2022-01-30
AAVEAaveEthereum253.92247.9109-2.37%149.01-41.32%0.2848✓1.1311.5M2022-01-30
LTCLitecoinLitecoin146.15142.6902-2.37%108.59-25.70%0.0043✓1.3646.1M2022-01-30
WBTCWrapped BitcoinEthereum46,060.2044,939.06-2.43%37,655.60-18.25%0.0170✓0.989,2042022-01-30
CTKShentuOsmosis1.6341.5936-2.47%1.414-13.46%0.1474✗1.357.6M2022-01-30
ZRX0x ProtocolEthereum0.8026110.782359-2.52%0.553313-31.06%0.1264✓1.112.8M2022-01-30
ICPInternet ComputerEthereum24.4223.8016-2.53%19.28-21.05%0.0729✗1.4324.2M2022-01-30
ASRAS Roma Fan TokenSolana4.0183.916-2.54%3.067-23.67%0.1158✓0.65502k2022-01-30
GRTThe GraphEthereum0.64210.625753-2.55%0.3997-37.75%0.1908✓1.3011.8M2022-01-30
EWTEnergy Web TokenEthereum8.8738.647-2.55%6.101-31.24%0.2301✓0.60338k2022-01-30
LINKChainlinkEthereum19.5119.0062-2.58%17.77-8.92%0.1982✗1.3469.7M2022-01-30
XTZTezosTezos4.34044.2282-2.58%3.2781-24.47%0.0073✓1.324.9M2022-01-30
ATMAtletico Madrid Fan TokenSolana7.066.8775-2.59%5.28-25.21%0.1382✓0.641.1M2022-01-30
ETCEthereum Classicnative34.0633.1556-2.66%24.92-26.83%0.0782✓1.054.7M2022-01-30
BARFC Barcelona Fan TokenSolana8.88.5589-2.74%6.16-30.00%0.2084✓0.61999k2022-01-30
JUVJuventus Fan TokenSolana8.418.1757-2.79%6.14-26.99%0.1350✓0.761.1M2022-01-30
1INCH1INCHEthereum2.392.3211-2.88%1.66-30.54%0.1268✓1.054.1M2022-01-30
BTCBitcoinBitcoin46,211.2444,866.04-2.91%37,901.35-17.98%0.0295✓1.00750.8M2022-01-30
SNXSynthetixEthereum5.485.3201-2.92%5.25-4.20%0.2143✗1.154.3M2022-01-30
DKAdKargoEthereum0.112710.10931-3.02%0.08818-21.76%0.0067✓1.1229k2022-01-30
BCHSVBitcoin Cash SV121.02117.3662-3.02%90.34-25.35%0.0710✓0.963.7M2022-01-30
PORTOFC PortoBinance Smart Chain3.14643.0513-3.02%3.0137-4.22%0.2270✗1.213.3M2022-01-30
UNIUniswapEthereum16.9816.4627-3.05%10.8-36.40%0.1640✓1.3015.5M2022-01-30
ACMAC Milan Fan TokenSolana5.0234.8699-3.05%4.078-18.81%0.0597✓0.59773k2022-01-30
TKOTokocryptoBinance Smart Chain1.2591.2186-3.21%0.732-41.86%0.3217✓0.952.7M2022-01-30
ARPAARPAEthereum0.09710.093847-3.35%0.0619-36.25%0.1433✓1.381.8M2022-01-30
KSMKusamaHydration276.22266.9191-3.37%163.11-40.95%0.2717✓1.111.4M2022-01-30
DOTPolkadotPolkadot26.6725.7702-3.37%18.19-31.80%0.0937✓1.2875.1M2022-01-30
FILFilecoinFilecoin34.2433.0626-3.44%19.84-42.06%0.3059✓1.0323.7M2022-01-30
SUPERSuperVerseEthereum1.131.0892-3.61%0.64-43.36%0.3335✓1.002.2M2022-01-30
LAZIOLazio Fan TokenBinance Smart Chain4.60644.4398-3.62%3.0959-32.79%0.1038✓1.305.0M2022-01-30
KNCKyber Network CrystalEthereum1.27961.2333-3.62%1.7386+35.87%0.5580✗1.08987k2022-01-30
DASHDashDash133.78128.8186-3.71%92.77-30.65%0.0754✓1.282.1M2022-01-30
KCSKuCoinnative21.37620.5819-3.71%17.407-18.57%0.1586✗1.6516.6M2022-01-30
QTUMQtumQtum8.7368.4095-3.74%5.9884-31.45%0.0554✓1.43280k2022-01-30
DODODODOEthereum0.8430.811293-3.76%0.496-41.16%0.1981✓1.488.5M2022-01-30
TRBTellor TributesEthereum33.0631.8137-3.77%20.05-39.35%0.1579✓1.531.3M2022-01-30
DOGEDogecoinDogecoin0.1702220.163696-3.83%0.139318-18.16%0.0590✗1.115.5M2022-01-30
XECeCashnative0.000108190.00010395-3.92%0.00007524-30.46%0.1258✓1.008.0M2022-01-30
ADACardanoCardano1.30821.2569-3.92%1.0359-20.81%0.0213✓1.08106.2M2022-01-30
RIFRootstock Infrastructure FrameworkEthereum0.19840.190613-3.92%0.1251-36.95%0.2430✓0.90622k2022-01-30
QNTQuantEthereum179.22172.1412-3.95%94.77-47.12%0.4046✓0.979.4M2022-01-30
XPRXPR NetworkEthereum0.015790.015165-3.96%0.00971-38.51%0.1882✓1.302.3M2022-01-30
RLCiExec RLCEthereum2.932.8136-3.97%1.9-35.15%0.1332✓1.313.2M2022-01-30
MTLMetal DAOMetal L22.0581.9757-4.00%1.486-27.79%0.0603✓1.133.1M2022-01-30
JASMYJasmyCoinEthereum0.085130.081696-4.03%0.04709-44.68%0.3055✓1.2421.7M2022-01-30
PSGParis Saint-Germain Fan TokenSolana15.0714.4534-4.09%14.02-6.97%0.1055✗0.691.4M2022-01-30
LSKLiskEthereum2.3972.2987-4.10%1.5641-34.75%0.1585✓1.14128k2022-01-30
XEMNEMnative0.12270.117665-4.10%0.1024-16.54%0.0804✗1.11153k2022-01-30
NMRNumeraireEthereum31.430.1009-4.14%25.75-17.99%0.0232✓0.67503k2022-01-30
BANDBandEthereum5.014.8021-4.15%3.45-31.14%0.0909✓1.212.4M2022-01-30
LCXLCXEthereum0.17520.16781-4.22%0.1219-30.42%0.0899✓1.162.8M2022-01-30
FTTFTXEthereum38.2536.625-4.25%41.05+7.32%0.3224✗1.0520.7M2022-01-30
TWTTrust WalletBinance Smart Chain0.70780.677727-4.25%0.5123-27.62%0.0275✓1.276.1M2022-01-30
XLMStellarStellar0.2664780.255119-4.26%0.195399-26.67%0.0643✓1.0227.7M2022-01-30
ACHAlchemy PayEthereum0.0635290.06081-4.28%0.038887-38.79%0.1673✓1.417.9M2022-01-30
MOVRMoonriverBase181.8528174.042-4.30%75.0918-58.71%0.6107✓1.16622k2022-01-30
XMRMoneroMonero228.93219.0454-4.32%148.16-35.28%0.1984✓0.973.0M2022-01-30
SKLSKALEEthereum0.20230.193546-4.33%0.1153-43.01%0.2735✓1.235.4M2022-01-30
AXSAxie InfinityEthereum93.2189.1632-4.34%53.4-42.71%0.3195✓0.977.0M2022-01-30
SCSiacoinnative0.015180.014518-4.36%0.00984-35.18%0.1985✓0.96868k2022-01-30
ZECZcashZcash146.46140.0675-4.36%93.02-36.49%0.1389✓1.3611.8M2022-01-30
AGLDAdventure GoldEthereum1.621.5489-4.39%0.81-50.00%0.3066✓1.721.1M2022-01-30
AMPAmpEthereum0.048280.046146-4.42%0.02962-38.65%0.2623✓0.918.6M2022-01-30
OMGOMG NetworkEthereum5.88625.6251-4.44%4.8343-17.87%0.0871✗1.20649k2022-01-30
COTICOTIEthereum0.35470.338457-4.58%0.3236-8.77%0.2478✗1.484.3M2022-01-30
CITYManchester City Fan TokenSolana10.119.6338-4.71%9.32-7.81%0.1152✗0.751.3M2022-01-30
ANKRAnkr NetworkEthereum0.10090.096142-4.72%0.07979-20.92%0.0585✓0.6564k2022-01-30
CERECere NetworkEthereum0.07630.072698-4.72%0.0352-53.87%0.4502✓1.391.7M2022-01-30
CBKCobakEthereum2.8822.7432-4.82%2.243-22.17%0.0275✓0.8853k2022-01-30
OXTOrchid ProtocolEthereum0.36550.347751-4.86%0.2398-34.39%0.1180✓1.284.2M2022-01-30
IMXImmutableEthereum4.914.6706-4.88%2.57-47.66%0.3992✓1.003.0M2022-01-30
IOTAIOTAIOTA1.36581.2991-4.88%0.8142-40.39%0.2809✓0.9423.6M2022-01-30
MINAMina Protocolnative3.543.3619-5.03%2.27-35.88%0.1809✓1.07723k2022-01-30
VSYSV.SYSTEMSnative0.019080.018108-5.10%0.01326-30.50%0.1872✓0.6342k2022-01-30
NAKANakamoto GamesPolygon1.621.5355-5.21%0.4444-72.57%1.0767✓0.824.6M2022-01-30
SHIBShiba InuEthereum0.000033420.000031642-5.32%0.00002109-36.89%0.1552✓1.262.0M2022-01-30
RADRadworksEthereum10.8510.2666-5.38%5.09-53.09%0.5326✓0.851.2M2022-01-30
DNTdistrict0xEthereum0.12830.121353-5.41%0.0797-37.88%0.2081✓1.07324k2022-01-30
PHAPHALAEthereum0.4260.402291-5.57%0.251-41.08%0.3256✓0.7446k2022-01-30
DYDXdYdXCosmos8.17.6451-5.62%5.789-28.53%0.0275✓1.26391k2022-01-30
AUCTIONBounceEthereum24.4123.0063-5.75%14.23-41.70%0.2727✓1.051.5M2022-01-30
ATOMCosmos HubCosmos32.4330.5334-5.85%27.19-16.16%0.0600✓0.8942.6M2022-01-30
ENJEnjin CoinEthereum2.5742.419-6.02%1.788-30.54%0.0990✓1.032.1M2022-01-30
CHZChilizEthereum0.28330.266229-6.03%0.1816-35.90%0.1231✓1.315.5M2022-01-30
XVGVergenative0.017030.015985-6.13%0.00997-41.46%0.2357✓1.192.4M2022-01-30
CVCCivicEthereum0.32790.307394-6.25%0.2571-21.59%0.0085✓0.94293k2022-01-30
LUNATerraTerra 285.5680.1914-6.27%46.21-45.99%0.3530✓1.006.3M2022-01-30
SUSHISushiEthereum9.428.8222-6.35%4.09-56.58%0.5031✓1.3417.1M2022-01-30
CTSICartesiEthereum0.68640.642672-6.37%0.4519-34.16%0.0892✓1.333.1M2022-01-30
BATBasic AttentionEthereum1.20391.1262-6.46%0.83304-30.81%0.0519✓1.781.4M2022-01-30
CRVCurve DAOEthereum5.324.9696-6.59%3.18-40.23%0.1852✓1.3228.7M2022-01-30
POWRPowerledgerEthereum0.41390.386474-6.63%0.5479+32.37%0.6272✗1.40722k2022-01-30
TRACOriginTrailEthereum1.22821.1468-6.63%0.5944-51.60%0.3805✓1.402.1M2022-01-30
ALGOAlgorandAlgorand1.65891.5486-6.65%0.9447-43.05%0.2721✓1.1231.7M2022-01-30
OGNOrigin TokenEthereum0.6120.569816-6.89%0.313-48.86%0.3471✓1.272.5M2022-01-30
UMAUMAEthereum9.118.4585-7.15%5.92-35.02%0.1343✓1.124.1M2022-01-30
YFIyearn.financeEthereum33,038.2830,663.31-7.19%23,834.59-27.86%0.1393✓0.5713.3M2022-01-30
DEXEDeXeEthereum11.7810.9318-7.20%6.37-45.93%0.5744✓-0.173.4M2022-01-30
AVAXAvalancheAvalanche109.4101.4298-7.29%67.98-37.86%0.1803✓1.11127.7M2022-01-30
GITCOINGITCOIN12.73411.8016-7.32%7.233-43.20%0.5103✓-0.10111k2022-01-30
ZENHorizenBase60.5756.1049-7.37%40.22-33.60%0.0339✓1.511.0M2022-01-30
ENSEthereum Name ServiceEthereum38.9235.9689-7.58%19.1-50.92%0.2723✓1.826.6M2022-01-30
CELLCellframeEthereum0.90880.838286-7.76%0.8483-6.66%0.2101✗1.00146k2022-01-30
METRONOMEMETRONOME4.74254.3707-7.84%3.0214-36.29%0.2248✓0.7322k2022-01-30
API3Api3Ethereum4.223.8806-8.04%3.63-13.98%0.1315✗1.001.1M2022-01-30
SANTOSSantos FC Fan TokenBinance Smart Chain3.4963.2133-8.09%2.693-22.97%0.1409✗1.602.5M2022-01-30
STORJStorjEthereum1.74281.6008-8.15%1.158-33.56%0.1670✓0.79889k2022-01-30
LPTLivepeerEthereum39.6936.4398-8.19%26.29-33.76%0.0053✓1.672.9M2022-01-30
GODSGods UnchainedEthereum4.343.9663-8.61%2.14-50.69%0.4188✓1.003.4M2022-01-30
BICOBiconomyEthereum4.554.1409-8.99%2.13-53.19%0.3982✓1.3412.3M2022-01-30
XYOXYO NetworkEthereum0.0338250.030673-9.32%0.021008-37.89%0.1717✓1.048.5M2022-01-30
LRCLoopringEthereum2.09081.8949-9.37%1.0017-52.09%0.2565✓1.921.5M2022-01-30
MASKMask NetworkEthereum12.2211.0701-9.41%5.92-51.55%0.5140✓0.561.3M2022-01-30
SPELLSpellEthereum0.023460.021143-9.88%0.0074-68.46%0.8516✓1.0033.0M2022-01-30
DUSKDUSKEthereum0.93560.834967-10.76%0.5593-40.22%0.0646✓1.7030.1M2022-01-30
UOSUltraEthereum1.56661.3968-10.84%1.0776-31.22%0.0679✓0.974.3M2022-01-30
MANADecentralandEthereum3.26772.9083-11.00%2.5078-23.25%0.0398✓0.956.9M2022-01-30
BFCBifrostEthereum0.196880.175227-11.00%0.18014-8.50%0.3426✗1.598,4562022-01-30
HIVEHivenative1.48961.3124-11.90%0.9375-37.06%0.0592✓1.405.8M2022-01-30
GTCGitcoinEthereum12.711.131-12.35%7.28-42.68%0.4331✓-0.044.2M2022-01-30
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.