8=======>

2022-06-25 · +7d

lstm_s4 · in-sample — the model trained on this date · 179 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
+0.0973
179 of 179 tokens assessed
long-short decile
+3.16%
realised beta-adjusted alpha
direction hit
39.1%
in alpha space · 92.1% on raw price
BTC over horizon
-10.49%
the unhedgeable market factor

Predicted vs actual (179 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
YGGYield Guild GamesEthereum0.6890.641154-6.94%0.683-0.87%0.2387✗1.583,0312022-07-02
AGLDAdventure GoldEthereum0.4520.425629-5.83%0.3936-12.92%0.1070✗1.67212k2022-07-02
GODSGods UnchainedEthereum0.580820.547243-5.78%0.43217-25.59%0.0539✓1.642.5M2022-07-02
GMTGMTEthereum0.9870.933793-5.39%0.809-18.03%0.0592✗1.831.3M2022-07-02
OGOG Fan TokenSolana3.3653.1909-5.17%3.272-2.76%0.0909✗0.593.8M2022-07-02
ARPAARPAEthereum0.04110.038993-5.13%0.0374-9.00%0.1063✗1.34192k2022-07-02
IDEXIDEXEthereum0.080620.076632-4.95%0.06384-20.81%0.0718✓1.001,5342022-07-02
STORJStorjEthereum0.910540.866541-4.83%0.67442-25.93%0.0668✓1.6689k2022-07-02
COMPCompoundEthereum54.8452.6319-4.03%47-14.30%0.0554✗1.5228k2022-07-02
OPTIMOptimism0.580.557604-3.86%0.525-9.48%0.0506✗1.003.7M2022-07-02
FISStafiEthereum0.32560.313275-3.79%0.3249-0.21%0.1473✗1.002,2102022-07-02
YFIyearn.financeEthereum7,054.716,798.90-3.63%6,015.98-14.72%0.0258✓1.343.9M2022-07-02
GTCGitcoinEthereum32.8947-3.51%2.52-16.00%0.0451✗1.66301k2022-07-02
GITCOINGITCOIN3.02472.9196-3.47%2.5-17.35%0.0401✗1.7615k2022-07-02
AVTAventusEthereum1.611.5572-3.28%1.41-12.42%0.0557✓0.39614k2022-07-02
C98Coin98Ethereum0.54120.523561-3.26%0.4751-12.21%0.0137✓1.00117k2022-07-02
NAKANakamoto GamesPolygon0.0910.088105-3.18%0.086-5.49%0.1344✗1.43179k2022-07-02
SNXSynthetixEthereum2.8552.7647-3.16%2.602-8.86%0.1435✗1.843.0M2022-07-02
PEOPLEConstitutionDAOEthereum0.026490.025653-3.16%0.02298-13.25%0.0867✗1.7736.8M2022-07-02
API3Api3Ethereum1.7481.6929-3.15%1.776+1.60%0.2006✗1.38953k2022-07-02
ATMAtletico Madrid Fan TokenSolana3.383.274-3.14%3.12-7.69%0.0342✗0.741.3M2022-07-02
BELBella ProtocolEthereum0.9170.888385-3.12%0.875-4.58%0.2085✗2.0233.4M2022-07-02
ALICEMy Neighbor AliceEthereum2.7752.6895-3.08%2.21-20.36%0.0340✓1.4686k2022-07-02
LUNATerraTerra 20.000058840.00005706-3.02%0.00012312+109.25%0.9945✗2.031.1M2022-07-02
ORCAOrcaSolana0.690.669164-3.02%0.7342+6.41%0.2125✗1.0862k2022-07-02
SHIBShiba InuEthereum0.000011810.000011459-2.97%0.00001006-14.82%0.0110✓1.27928k2022-07-02
METRONOMEMETRONOME0.850950.82665-2.86%0.71554-15.91%0.0506✓0.859712022-07-02
CBKCobakEthereum0.981310.953904-2.79%0.92699-5.54%0.1045✗1.205,5992022-07-02
BATBasic AttentionEthereum0.430960.419-2.78%0.41244-4.30%0.1302✗1.32134k2022-07-02
SANDThe SandboxEthereum1.2781.2427-2.76%1.042-18.47%0.0532✓1.111.5M2022-07-02
WOOWOOEthereum0.21990.214026-2.67%0.1549-29.56%0.1713✓1.374,0222022-07-02
DNTdistrict0xEthereum0.04520.043995-2.67%0.045-0.44%0.1796✗1.42274k2022-07-02
AXSAxie InfinityEthereum17.817.3363-2.61%13.91-21.85%0.0659✓1.391.9M2022-07-02
OGNOrigin TokenEthereum0.2680.26107-2.59%0.27+0.75%0.2196✗1.681.2M2022-07-02
BORABORAKlay Token0.340460.331666-2.58%0.29804-12.46%0.0517✗1.437,9102022-07-02
AUCTIONBounceEthereum5.625.4781-2.53%5.24-6.76%0.1041✗1.34392k2022-07-02
ASRAS Roma Fan TokenSolana3.2413.1615-2.45%2.977-8.15%0.0145✓0.675.2M2022-07-02
JUVJuventus Fan TokenSolana43.9019-2.45%3.63-9.25%0.0006✓0.651.9M2022-07-02
TWTTrust WalletBinance Smart Chain0.90030.878874-2.38%0.7435-17.42%0.0507✓1.053.3M2022-07-02
INDEXThe IndexRobinhood3.733.6429-2.34%3.01-19.30%0.0800✓1.00191k2022-07-02
SANTOSSantos FC Fan TokenBinance Smart Chain3.8443.7543-2.33%3.721-3.20%0.0673✗0.694.0M2022-07-02
XEMNEMnative0.04320.042211-2.29%0.04783+10.72%0.2637✗1.2526k2022-07-02
ADXheyAuraEthereum0.1620.158296-2.29%0.14518-10.38%0.0244✗1.008392022-07-02
BFCBifrostEthereum0.062290.060868-2.28%0.05454-12.44%0.0463✗1.4170k2022-07-02
MTLMetal DAOMetal L21.4571.4243-2.24%1.242-14.76%0.0210✓1.424.3M2022-07-02
FTTFTXEthereum27.927.2906-2.18%24.62-11.76%0.0023✓0.9510.7M2022-07-02
MEDMediblocOsmosis0.0219940.021514-2.18%0.020601-6.33%0.0777✗1.095,4422022-07-02
MANADecentralandEthereum1.02411.0018-2.18%0.83424-18.54%0.0321✓1.36713k2022-07-02
ENJEnjin CoinEthereum0.5860.573308-2.17%0.477-18.60%0.0276✓1.41117k2022-07-02
SOLSolanaSolana42.241.2924-2.15%33.33-21.02%0.0656✓1.34103.2M2022-07-02
XYMSymbolnative0.056660.055446-2.14%0.052801-6.81%0.0246✗0.6632k2022-07-02
DKAdKargoEthereum0.049140.048099-2.12%0.04414-10.18%0.0219✗0.9711k2022-07-02
PHAPHALAEthereum0.11270.110319-2.11%0.1043-7.45%0.0597✗1.046,3732022-07-02
QNTQuantEthereum63.5462.2213-2.08%55.8-12.18%0.0017✓0.972.1M2022-07-02
GALAGALAEthereum0.06880.067379-2.07%0.0533-22.53%0.0640✓1.54139k2022-07-02
AVAXAvalancheAvalanche21.3420.9068-2.03%16.3-23.62%0.0824✓1.5038.5M2022-07-02
CHRChromiaEthereum0.22330.218842-2.00%0.1793-19.70%0.0884✓1.003,9762022-07-02
DYDXdYdXCosmos1.5151.4853-1.96%1.44-4.95%0.1330✗1.4879k2022-07-02
RUNETHORChainTHORChain2.4332.3859-1.94%1.829-24.83%0.0811✓1.6797k2022-07-02
TLMAlien WorldsEthereum0.026960.026439-1.93%0.02443-9.38%0.0319✗1.003,2752022-07-02
RLCiExec RLCEthereum0.770.755238-1.92%1.1402+48.08%0.5733✗1.46190k2022-07-02
DUSKDUSKEthereum0.14530.14255-1.89%0.1126-22.51%0.1234✓1.014.0M2022-07-02
FIDABonfidaSolana0.370.363068-1.87%0.385+4.05%0.1913✗1.2014k2022-07-02
NMRNumeraireEthereum9.469.2852-1.85%18.11+91.44%0.7814✗1.02234k2022-07-02
DIADIAEthereum0.412270.404692-1.84%0.3728-9.57%0.0049✓0.70157k2022-07-02
XLMStellarStellar0.126720.124458-1.78%0.108439-14.43%0.0211✓1.0511.7M2022-07-02
BCHSVBitcoin Cash SV63.91462.7784-1.78%53.894-15.68%0.0588✓0.851.3M2022-07-02
LAZIOLazio Fan TokenBinance Smart Chain2.22072.1813-1.77%2.142-3.54%0.0779✗0.872.1M2022-07-02
ENSEthereum Name ServiceEthereum9.859.6756-1.77%8.51-13.60%0.0390✗1.511.5M2022-07-02
FLOWFlownative1.7971.7652-1.77%1.535-14.58%0.0049✓1.22375k2022-07-02
TRBTellor TributesEthereum11.9611.7501-1.76%10.21-14.63%0.0370✗1.60441k2022-07-02
ANKRAnkr NetworkEthereum0.031380.030831-1.75%0.02773-11.63%0.0430✗1.3422k2022-07-02
UNIUniswapEthereum5.6125.5158-1.71%4.91-12.51%0.0353✗1.374.7M2022-07-02
UMAUMAEthereum2.8262.7777-1.71%2.539-10.16%0.0491✗1.25969k2022-07-02
LINKChainlinkEthereum7.2587.1339-1.71%6.216-14.36%0.0073✓1.3141.5M2022-07-02
LRCLoopringEthereum0.43860.43117-1.69%0.3821-12.88%0.0406✗1.46117k2022-07-02
XECeCashnative0.000042770.000042056-1.67%0.0000382-10.69%0.0437✗1.262.6M2022-07-02
ADACardanoCardano0.49820.489906-1.66%0.4552-8.63%0.0757✗1.3576.9M2022-07-02
ALGOAlgorandAlgorand0.35160.345783-1.65%0.3073-12.60%0.0162✓1.2112.4M2022-07-02
CITYManchester City Fan TokenSolana4.784.7015-1.64%4.45-6.90%0.0221✗0.701.4M2022-07-02
FORTFortaEthereum0.28480.280128-1.64%0.2588-9.13%0.0317✗1.001.1M2022-07-02
CWEBCoinwebEthereum0.0155980.015343-1.63%0.014552-6.71%0.0055✓0.53501k2022-07-02
BANDBandEthereum1.5471.5219-1.62%1.308-15.45%0.0141✓1.49516k2022-07-02
ATOMCosmos HubCosmos8.6568.5171-1.61%8.055-6.94%0.0959✗1.3714.5M2022-07-02
CTSICartesiEthereum0.16730.164625-1.60%0.1485-11.24%0.0515✗1.39730k2022-07-02
PSGParis Saint-Germain Fan TokenSolana6.786.6722-1.59%6.12-9.73%0.0300✓0.511.4M2022-07-02
1INCH1INCHEthereum0.7290.717583-1.57%0.635-12.89%0.0121✓0.99419k2022-07-02
MINAMina Protocolnative0.7450.733379-1.56%0.62-16.78%0.0199✓1.34322k2022-07-02
STEEMSteemnative0.2280.224454-1.56%0.2145-5.92%0.0901✗1.22701k2022-07-02
DASHDashDash52.3151.5015-1.55%42.83-18.12%0.0585✓1.14752k2022-07-02
GLMGolemEthereum0.25130.247439-1.54%0.2245-10.66%0.0351✗1.1987k2022-07-02
DODODODOEthereum0.1290.127029-1.53%0.1257-2.56%0.1415✗1.374.1M2022-07-02
HIVEHivenative0.41560.409279-1.52%0.4554+9.58%0.2564✗1.351.1M2022-07-02
AIOZAIOZ NetworkEthereum0.0590.058104-1.52%0.0498-15.59%0.0206✓1.21121k2022-07-02
SKLSKALEEthereum0.05870.057818-1.50%0.045-23.34%0.0905✓1.441.3M2022-07-02
ORBSOrbsEthereum0.043560.042906-1.50%0.04019-7.74%0.0514✗1.053,1732022-07-02
ICPInternet ComputerEthereum6.3156.2203-1.50%5.236-17.09%0.0229✓1.3511.0M2022-07-02
IMXImmutableEthereum0.8870.873707-1.50%0.8876+0.07%0.1902✗1.572.9M2022-07-02
XVSVenusEthereum54.9266-1.47%4.61-7.80%0.1061✗1.561.4M2022-07-02
RADRadworksEthereum1.71.6757-1.43%1.59-6.47%0.0779✗1.18235k2022-07-02
SUSHISushiEthereum1.251.2325-1.40%0.97-22.40%0.0671✓1.55929k2022-07-02
DOTPolkadotPolkadot8.1268.0127-1.39%6.814-16.15%0.0208✓1.2713.9M2022-07-02
DEXEDeXeEthereum2.912.8694-1.39%2.54-12.71%0.0030✓1.13636k2022-07-02
DOGEDogecoinDogecoin0.0685460.067591-1.39%0.066549-2.91%0.1258✗1.271.8M2022-07-02
KNCKyber Network CrystalEthereum1.52421.5035-1.36%1.2504-17.96%0.0408✓1.291.1M2022-07-02
JASMYJasmyCoinEthereum0.010380.01024-1.35%0.0093-10.40%0.0112✓0.977.3M2022-07-02
APEApeCoinEthereum4.5544.4929-1.34%4.515-0.86%0.2070✗1.8214.7M2022-07-02
FILFilecoinFilecoin6.0675.9857-1.34%5.331-12.13%0.0209✗1.232.6M2022-07-02
IOTAIOTAIOTA0.30450.300443-1.33%0.2696-11.46%0.0297✗1.244.3M2022-07-02
CTKShentuOsmosis0.8620.850921-1.29%0.808-6.26%0.0434✗0.861.7M2022-07-02
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain2.62122.588-1.27%2.4435-6.78%0.0641✗1.102.3M2022-07-02
POWRPowerledgerEthereum0.22960.2267-1.26%0.224-2.44%0.1384✗1.36233k2022-07-02
XPRXPR NetworkEthereum0.002840.002804-1.26%0.00266-6.34%0.0667✗1.082.1M2022-07-02
SUPERSuperVerseEthereum0.153250.151322-1.26%0.12309-19.68%0.0219✓1.67217k2022-07-02
ACMAC Milan Fan TokenSolana3.0863.0475-1.25%2.791-9.56%0.0008✓0.801.2M2022-07-02
LEOLEO TokenEthereum5.8985.8246-1.25%5.73-2.85%0.0083✓0.22221k2022-07-02
ASTRAstarEthereum0.04890.048292-1.24%0.043-12.07%0.0454✗1.4612k2022-07-02
CRVCurve DAOEthereum0.8190.809-1.22%0.7773-5.09%0.1187✗1.433.7M2022-07-02
BARFC Barcelona Fan TokenSolana4.174.1192-1.22%3.86-7.43%0.0087✓0.661.2M2022-07-02
CELLCellframeEthereum0.26140.258251-1.20%0.2545-2.64%0.1218✗1.2330k2022-07-02
CERECere NetworkEthereum0.006930.006847-1.20%0.00655-5.48%0.0320✗0.69131k2022-07-02
QTUMQtumQtum3.15263.1149-1.19%2.7989-11.22%0.0222✗1.1641k2022-07-02
TKOTokocryptoBinance Smart Chain0.30.296443-1.19%0.274-8.67%0.0357✗1.03768k2022-07-02
PORTOFC PortoBinance Smart Chain1.88441.8622-1.18%1.7595-6.63%0.0409✗0.882.1M2022-07-02
AERGOAergo [OLD]Ethereum0.12330.121853-1.17%0.1159-6.00%0.1040✗1.3940k2022-07-02
KSMKusamaHydration57.356.6312-1.17%48.79-14.85%0.0172✓1.19861k2022-07-02
LTCLitecoinLitecoin58.858.1303-1.14%50.5-14.12%0.0070✓1.2118.3M2022-07-02
XVGVergenative0.003320.003282-1.13%0.00285-14.16%0.0114✗1.38705k2022-07-02
CHZChilizEthereum0.10490.103722-1.12%0.097-7.53%0.0649✗1.19583k2022-07-02
SCSiacoinnative0.004150.004104-1.10%0.00383-7.71%0.0909✗1.44239k2022-07-02
MASKMask NetworkEthereum1.541.5231-1.09%1.54+0.00%0.1817✗1.54468k2022-07-02
ZENHorizenBase16.2316.0528-1.09%13.64-15.96%0.0053✓1.4265k2022-07-02
BTTCBTTC8.70e-78.61e-7-1.08%8.10e-7-6.90%0.0338✗0.855.3M2022-07-02
LPTLivepeerEthereum9.629.5164-1.08%8.33-13.41%0.0009✓1.21398k2022-07-02
OXTOrchid ProtocolEthereum0.10380.102749-1.01%0.1028-0.96%0.1322✗1.19559k2022-07-02
VSYSV.SYSTEMSnative0.003050.003019-1.01%0.00199-34.75%0.2956✓1.096,8092022-07-02
ROSEOasisBinance Smart Chain0.054990.054445-0.99%0.04887-11.13%0.0610✗1.521.3M2022-07-02
OMGOMG NetworkEthereum2.02972.0096-0.99%1.8386-9.42%0.0568✗1.3169k2022-07-02
GRTThe GraphEthereum0.11650.11536-0.98%0.0942-19.14%0.0487✓1.393.9M2022-07-02
POKTPocket NetworkEthereum0.12420.122999-0.97%0.1026-17.39%0.0815✓0.90228k2022-07-02
COTICOTIEthereum0.10220.101214-0.96%0.0919-10.08%0.0670✗1.48816k2022-07-02
LCXLCXEthereum0.06420.06359-0.95%0.0586-8.72%0.0839✗1.49409k2022-07-02
HIGHHighstreetEthereum1.4151.4018-0.93%1.275-9.89%0.0761✗1.54170k2022-07-02
BICOBiconomyEthereum0.5530.548003-0.90%0.4908-11.25%0.0323✗1.29611k2022-07-02
EWTEnergy Web TokenEthereum2.6472.6233-0.90%2.242-15.30%0.0515✓0.95142k2022-07-02
AMPAmpEthereum0.009360.009277-0.89%0.00912-2.56%0.0910✗0.971.3M2022-07-02
CVCCivicEthereum0.15070.149392-0.87%0.1406-6.70%0.0897✗1.36153k2022-07-02
XYOXYO NetworkEthereum0.006910.00685-0.86%0.00629-8.97%0.0275✗1.02424k2022-07-02
ASMAssemble AIEthereum0.020330.020161-0.83%0.01947-4.23%0.0785✗1.02123k2022-07-02
LSKLiskEthereum1.10471.0956-0.83%1.0423-5.65%0.0785✗1.1651k2022-07-02
ETCEthereum Classicnative16.5216.3921-0.77%14.76-10.65%0.0329✗1.242.0M2022-07-02
STXStacksnative0.4080.405061-0.72%0.3856-5.49%0.0977✗1.33257k2022-07-02
ACHAlchemy PayEthereum0.0125540.012466-0.70%0.012077-3.80%0.0640✗0.861.7M2022-07-02
RIFRootstock Infrastructure FrameworkEthereum0.05540.055014-0.70%0.0495-10.65%0.0172✓0.80241k2022-07-02
BRISEBitgertEthereum3.83e-73.80e-7-0.69%3.29e-7-14.07%0.0333✓1.01716k2022-07-02
ZRX0x ProtocolEthereum0.3104880.30835-0.69%0.299812-3.44%0.1212✗1.352.3M2022-07-02
UOSUltraEthereum0.294170.292247-0.65%0.25487-13.36%0.0068✗1.30464k2022-07-02
BTCBitcoinBitcoin21,478.0421,351.86-0.59%19,224.03-10.49%0.0059✓1.00526.3M2022-07-02
PROPropyEthereum0.870.86489-0.59%0.83-4.60%0.0403✗0.74161k2022-07-02
NANOnanopayBase0.8697230.865493-0.49%0.811141-6.74%0.0558✗1.09115k2022-07-02
XTZTezosTezos1.54161.5344-0.47%1.4544-5.66%0.0917✗1.31672k2022-07-02
TRACOriginTrailEthereum0.20570.204775-0.45%0.1806-12.20%0.0360✗1.46184k2022-07-02
SPELLSpellEthereum0.0008430.000839369-0.43%0.0009498+12.67%0.2785✗1.402.3M2022-07-02
ETHEthereumEthereum1,241.331,236.19-0.41%1,065.61-14.16%0.0177✓1.18352.7M2022-07-02
KCSKuCoinnative10.91910.8743-0.41%8.651-20.77%0.1027✓1.143.5M2022-07-02
NCTPolySwarmEthereum0.017280.017219-0.35%0.02025+17.19%0.2520✗0.81354k2022-07-02
ZECZcashZcash68.2468.0197-0.32%54-20.87%0.0814✓1.352.4M2022-07-02
MOVRMoonriverBase12.731912.6946-0.29%11.6269-8.68%0.0565✗1.30222k2022-07-02
TRXTRONTron0.0648340.064658-0.27%0.064647-0.29%0.0982✗0.89864k2022-07-02
GLMRMoonbeamBase0.710.708903-0.15%0.679-4.37%0.1482✗1.73305k2022-07-02
GTGateEthereum4.33844.3321-0.14%4.1037-5.41%0.0307✗0.771.3M2022-07-02
XMRMoneroMonero127.43127.2543-0.14%115.95-9.01%0.0382✗1.181.6M2022-07-02
AAVEAaveEthereum69.8669.7683-0.13%57.8-17.26%0.0013✓1.718.7M2022-07-02
NEXONEXOEthereum0.730.729216-0.11%0.569-22.05%0.1152✓1.201.0M2022-07-02
SUNSun TokenTron0.0062310.006226-0.07%0.005702-8.48%0.0258✗1.033,8152022-07-02
FETArtificial Superintelligence AllianceEthereum0.08890.088881-0.02%0.0764-14.06%0.0086✓1.296,7422022-07-02
WBTCWrapped BitcoinEthereum21,474.6021,473.84-0.00%19,272.40-10.25%0.0008✗0.9843k2022-07-02
BNTBancor NetworkEthereum0.550.552783+0.51%0.4878-11.31%0.0030✓1.15105k2022-07-02
BCHBitcoin CashBitcoin Cash115.44116.2428+0.70%106.4-7.83%0.0386✓1.155.9M2022-07-02
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.