8=======>

2022-07-22 · +1d

lstm_s4 · in-sample — the model trained on this date · 185 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
+0.0623
185 of 185 tokens assessed
long-short decile
+1.69%
realised beta-adjusted alpha
direction hit
26.5%
in alpha space · 38.5% on raw price
BTC over horizon
-1.04%
the unhedgeable market factor

Predicted vs actual (185 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
ETCEthereum Classicnative24.924.5782-1.29%25.67+3.09%0.0569✗1.281.2M2022-07-23
RIFRootstock Infrastructure FrameworkEthereum0.07360.072658-1.28%0.0724-1.63%0.0073✓1.03209k2022-07-23
CRVCurve DAOEthereum1.43361.4155-1.26%1.3969-2.56%0.0023✓1.474.7M2022-07-23
METRONOMEMETRONOME1.01741.0052-1.20%0.99023-2.67%0.0049✓0.963,1532022-07-23
OPTIMOptimism0.8370.826998-1.19%0.941+12.43%0.1477✗1.771.1M2022-07-23
NMRNumeraireEthereum17.4817.2792-1.15%16.85-3.60%0.0151✓0.962.1M2022-07-23
FIDABonfidaSolana0.5080.502407-1.10%0.523+2.95%0.0526✗1.1911k2022-07-23
SUPERSuperVerseEthereum0.167120.16551-0.96%0.15921-4.73%0.0223✓1.58156k2022-07-23
ACHAlchemy PayEthereum0.0163550.016211-0.88%0.015035-8.07%0.0657✓0.921.2M2022-07-23
METISMetisEthereum30.4430.1783-0.86%29.61-2.73%0.0085✓1.00133k2022-07-23
YGGYield Guild GamesEthereum0.7880.781481-0.83%0.83+5.33%0.0766✗1.555,0122022-07-23
DYDXdYdXCosmos2.2542.2356-0.82%2.16-4.17%0.0193✓1.44132k2022-07-23
GODSGods UnchainedEthereum0.445260.441712-0.80%0.44065-1.04%0.0130✗1.47673k2022-07-23
ORCAOrcaSolana0.96980.96231-0.77%0.9208-5.05%0.0274✓1.59241k2022-07-23
QNTQuantEthereum100.76100.0433-0.71%100.49-0.27%0.0150✗1.003.2M2022-07-23
XEMNEMnative0.0473750.047083-0.62%0.050686+6.99%0.0863✗1.2018k2022-07-23
KSMKusamaHydration66.5366.1225-0.61%67.08+0.83%0.0269✗1.19231k2022-07-23
BFCBifrostEthereum0.072670.072233-0.60%0.06893-5.15%0.0331✓1.3027k2022-07-23
APEApeCoinEthereum6.1916.1545-0.59%6.643+7.30%0.0947✗1.7411.7M2022-07-23
LUNATerraTerra 20.000100250.00009966-0.59%0.00009976-0.49%0.0213✗1.94735k2022-07-23
ENSEthereum Name ServiceEthereum12.1812.1142-0.54%12.7+4.27%0.0627✗1.481.1M2022-07-23
DKAdKargoEthereum0.046910.04666-0.53%0.04702+0.23%0.0173✗0.9111k2022-07-23
ATMAtletico Madrid Fan TokenSolana3.793.7701-0.52%3.86+1.85%0.0316✗0.77597k2022-07-23
RUNETHORChainTHORChain2.6872.6731-0.52%2.626-2.27%0.0006✓1.7587k2022-07-23
BELBella ProtocolEthereum0.7420.738181-0.51%0.757+2.02%0.0437✗1.765.8M2022-07-23
TRBTellor TributesEthereum16.7716.6838-0.51%20.37+21.47%0.2159✗1.55431k2022-07-23
ENJEnjin CoinEthereum0.5930.590159-0.48%0.593+0.00%0.0197✗1.4285k2022-07-23
AVTAventusEthereum1.531.5227-0.48%1.47-3.92%0.0327✓0.24398k2022-07-23
TWTTrust WalletBinance Smart Chain0.87420.870185-0.46%0.8666-0.87%0.0062✗0.993.5M2022-07-23
STEEMSteemnative0.24380.242681-0.46%0.2431-0.29%0.0140✗1.17703k2022-07-23
PEOPLEConstitutionDAOEthereum0.026010.025893-0.45%0.02749+5.69%0.0768✗1.6114.2M2022-07-23
PORTOFC PortoBinance Smart Chain2.28932.279-0.45%2.2036-3.74%0.0243✓0.89890k2022-07-23
ATOMCosmos HubCosmos10.6410.5928-0.44%10.126-4.83%0.0309✓1.3513.0M2022-07-23
SNXSynthetixEthereum3.0143.0011-0.43%3.231+7.20%0.0915✗1.693.8M2022-07-23
QTUMQtumQtum3.24843.2345-0.43%3.4623+6.59%0.0794✗1.0826k2022-07-23
DUSKDUSKEthereum0.13680.13622-0.42%0.1347-1.54%0.0005✓1.023.3M2022-07-23
AIOZAIOZ NetworkEthereum0.06950.069207-0.42%0.0682-1.87%0.0044✓0.98164k2022-07-23
DNTdistrict0xEthereum0.04910.048895-0.42%0.0493+0.41%0.0209✗1.20282k2022-07-23
JUVJuventus Fan TokenSolana3.983.9634-0.42%3.99+0.25%0.0133✗0.63713k2022-07-23
AUCTIONBounceEthereum6.086.0548-0.41%6.2+1.97%0.0375✗1.31263k2022-07-23
MEDMediblocOsmosis0.0218160.021727-0.41%0.021806-0.05%0.0140✗0.991,7072022-07-23
ACMAC Milan Fan TokenSolana3.2653.2517-0.41%3.235-0.92%0.0029✓0.77488k2022-07-23
API3Api3Ethereum1.7771.7701-0.39%1.749-1.58%0.0013✓1.27619k2022-07-23
IDEXIDEXEthereum0.071940.071665-0.38%0.07316+1.70%0.0283✗0.731,5492022-07-23
XVGVergenative0.003670.003656-0.37%0.00366-0.27%0.0151✗1.34586k2022-07-23
NAKANakamoto GamesPolygon0.08470.084387-0.37%0.0859+1.42%0.0308✗1.25202k2022-07-23
FTTFTXEthereum28.9128.8048-0.36%28.5-1.42%0.0007✓0.9511.0M2022-07-23
OGOG Fan TokenSolana3.683.6666-0.36%3.743+1.71%0.0265✗0.562.2M2022-07-23
CWEBCoinwebEthereum0.0175660.017502-0.36%0.01765+0.48%0.0135✗0.48165k2022-07-23
AGLDAdventure GoldEthereum0.40070.399248-0.36%0.447+11.55%0.1290✗1.53208k2022-07-23
DODODODOEthereum0.15340.152854-0.36%0.1587+3.46%0.0511✗1.292.8M2022-07-23
ELAElastosEthereum1.6811.675-0.35%1.613-4.05%0.0311✓0.63190k2022-07-23
ALEPHAleph CloudEthereum0.26140.260494-0.35%0.2616+0.08%0.0044✗0.0145k2022-07-23
FISStafiEthereum0.36910.367825-0.35%0.4599+24.60%0.2360✗1.203902022-07-23
HIVEHivenative0.45740.45582-0.35%0.4562-0.26%0.0140✗1.251.4M2022-07-23
CTSICartesiEthereum0.160.159465-0.33%0.1609+0.56%0.0224✗1.28356k2022-07-23
FORTFortaEthereum0.28030.279367-0.33%0.3025+7.92%0.0932✗1.30365k2022-07-23
ASRAS Roma Fan TokenSolana3.1293.1186-0.33%3.133+0.13%0.0112✗0.631.7M2022-07-23
COMPCompoundEthereum55.955.7144-0.33%55.96+0.11%0.0188✗1.3734k2022-07-23
DOGEDogecoinDogecoin0.0675960.067373-0.33%0.067981+0.57%0.0216✗1.201.9M2022-07-23
BOBABoba NetworkEthereum0.44390.442448-0.33%0.4501+1.40%0.0276✗1.00257k2022-07-23
MANADecentralandEthereum0.933860.930815-0.33%0.97855+4.79%0.0642✗1.35423k2022-07-23
XVSVenusEthereum5.375.3526-0.32%5.39+0.37%0.0218✗1.411.0M2022-07-23
XPRXPR NetworkEthereum0.0030520.003042-0.32%0.00319+4.52%0.0584✗1.041.0M2022-07-23
BICOBiconomyEthereum0.58360.581756-0.32%0.6262+7.30%0.0861✗1.19559k2022-07-23
DEXEDeXeEthereum3.0733.0633-0.32%3.556+15.72%0.1605✗1.09562k2022-07-23
SANDThe SandboxEthereum1.3261.3218-0.31%1.346+1.51%0.0310✗1.231.6M2022-07-23
AVAXAvalancheAvalanche23.6323.5563-0.31%23.63+0.00%0.0196✗1.5728.4M2022-07-23
GMTGMTEthereum0.9450.94206-0.31%0.946+0.11%0.0231✗1.80594k2022-07-23
UNIUniswapEthereum6.896.8687-0.31%6.965+1.09%0.0282✗1.365.7M2022-07-23
WOOWOOEthereum0.18870.188118-0.31%0.185-1.96%0.0019✓1.411,8912022-07-23
MTLMetal DAOMetal L21.3951.3907-0.31%1.394-0.07%0.0160✗1.302.8M2022-07-23
STXStacksnative0.42730.426009-0.30%0.4242-0.73%0.0090✗1.26414k2022-07-23
SHIBShiba InuEthereum0.000011720.000011685-0.30%0.00001163-0.77%0.0084✗1.251.2M2022-07-23
YFIyearn.financeEthereum6,573.616,554.17-0.30%6,490.00-1.27%0.0041✗1.334.2M2022-07-23
ADXheyAuraEthereum0.182290.18176-0.29%0.17961-1.47%0.0139✗2.451,0922022-07-23
ZENHorizenBase16.9316.8808-0.29%17.04+0.65%0.0240✗1.39105k2022-07-23
PHAPHALAEthereum0.11860.118256-0.29%0.1235+4.13%0.0537✗0.996,5322022-07-23
SKLSKALEEthereum0.05390.053744-0.29%0.0531-1.48%0.0019✓1.33802k2022-07-23
RLCiExec RLCEthereum0.90760.905028-0.28%0.9077+0.01%0.0156✗1.211.2M2022-07-23
STORJStorjEthereum0.649230.64746-0.27%0.66332+2.17%0.0406✗1.5699k2022-07-23
OMGOMG NetworkEthereum2.02542.0199-0.27%2.0838+2.89%0.0440✗1.2226k2022-07-23
SANTOSSantos FC Fan TokenBinance Smart Chain3.883.8696-0.27%3.871-0.23%0.0069✗0.621.4M2022-07-23
ADACardanoCardano0.4830.481722-0.26%0.5171+7.06%0.0842✗1.2743.2M2022-07-23
CHRChromiaEthereum0.18910.188602-0.26%0.1901+0.53%0.0228✗1.411,8832022-07-23
FLOWFlownative1.8421.8372-0.26%1.847+0.27%0.0184✗1.24345k2022-07-23
ETHEthereumEthereum1,535.841,531.80-0.26%1,549.15+0.87%0.0242✗1.23339.7M2022-07-23
BANDBandEthereum1.4991.4951-0.26%1.573+4.94%0.0659✗1.44374k2022-07-23
LINKChainlinkEthereum6.7866.7684-0.26%6.844+0.85%0.0244✗1.2617.9M2022-07-23
OGNOrigin TokenEthereum0.210.209458-0.26%0.211+0.48%0.0236✗1.55881k2022-07-23
BTCBitcoinBitcoin22,687.6822,629.41-0.26%22,450.69-1.04%0.0026✓1.00398.7M2022-07-23
ANKRAnkr NetworkEthereum0.028760.028687-0.26%0.02926+1.74%0.0332✗1.2720k2022-07-23
XLMStellarStellar0.1120290.111744-0.25%0.111633-0.35%0.0095✗1.007.1M2022-07-23
ASMAssemble AIEthereum0.020130.020079-0.25%0.02032+0.94%0.0231✗1.06123k2022-07-23
UOSUltraEthereum0.338870.338012-0.25%0.3421+0.95%0.0250✗1.24404k2022-07-23
XYMSymbolnative0.0540820.053947-0.25%0.054276+0.36%0.0126✗0.6215k2022-07-23
IOTAIOTAIOTA0.30080.300055-0.25%0.3017+0.30%0.0179✗1.192.8M2022-07-23
BATBasic AttentionEthereum0.386540.385585-0.25%0.38766+0.29%0.0183✗1.23123k2022-07-23
OXTOrchid ProtocolEthereum0.11750.117214-0.24%0.1196+1.79%0.0315✗1.08417k2022-07-23
LTCLitecoinLitecoin56.0955.9546-0.24%56.34+0.45%0.0188✗1.1314.3M2022-07-23
ALICEMy Neighbor AliceEthereum2.362.3543-0.24%2.379+0.81%0.0252✗1.4143k2022-07-23
FETArtificial Superintelligence AllianceEthereum0.08220.082007-0.23%0.0833+1.34%0.0285✗1.237,1912022-07-23
SCSiacoinnative0.004250.00424-0.23%0.00425+0.00%0.0163✗1.34122k2022-07-23
INDEXThe IndexRobinhood3.183.1727-0.23%3.19+0.31%0.0105✗0.4886k2022-07-23
MINAMina Protocolnative0.720.718367-0.23%0.733+1.81%0.0335✗1.27139k2022-07-23
EWTEnergy Web TokenEthereum2.4892.4834-0.22%2.437-2.09%0.0094✓0.9093k2022-07-23
AXSAxie InfinityEthereum15.3615.3259-0.22%18.22+18.62%0.1873✗1.371.3M2022-07-23
RADRadworksEthereum1.81.796-0.22%1.9+5.56%0.0678✗1.10150k2022-07-23
XECeCashnative0.000041720.000041629-0.22%0.00004175+0.07%0.0153✗1.181.9M2022-07-23
KCSKuCoinnative10.15310.1308-0.22%9.84-3.08%0.0175✓1.112.3M2022-07-23
C98Coin98Ethereum0.4750.47397-0.22%0.4909+3.35%0.0467✗1.1049k2022-07-23
GLMRMoonbeamBase0.7170.715453-0.22%0.698-2.65%0.0087✓1.52108k2022-07-23
ALGOAlgorandAlgorand0.33780.337076-0.21%0.3351-0.80%0.0064✗1.177.8M2022-07-23
BCHBitcoin CashBitcoin Cash123.29123.0259-0.21%122.51-0.63%0.0077✗1.134.0M2022-07-23
HIGHHighstreetEthereum1.5511.5477-0.21%1.61+3.80%0.0548✗1.46203k2022-07-23
AMPAmpEthereum0.008980.008961-0.21%0.00905+0.78%0.0195✗0.911.4M2022-07-23
XCNOnyxcoinEthereum0.089660.089472-0.21%0.09768+8.94%0.0983✗1.00664k2022-07-23
XMRMoneroMonero149148.6877-0.21%146.19-1.89%0.0052✓1.111.3M2022-07-23
LAZIOLazio Fan TokenBinance Smart Chain2.30972.3049-0.21%2.2649-1.94%0.0091✓0.80947k2022-07-23
BTTCBTTC9.20e-79.18e-7-0.21%9.10e-7-1.09%0.0002✓0.825.8M2022-07-23
BORABORAKlay Token0.313850.31321-0.20%0.31098-0.91%0.0069✗1.347,0062022-07-23
GTCGitcoinEthereum2.42.3952-0.20%2.46+2.50%0.0425✗1.51216k2022-07-23
POKTPocket NetworkEthereum0.0880.087825-0.20%0.0912+3.64%0.0459✗0.78153k2022-07-23
FILFilecoinFilecoin5.4855.4742-0.20%5.579+1.71%0.0306✗1.101.9M2022-07-23
GRTThe GraphEthereum0.10380.103597-0.20%0.106+2.12%0.0372✗1.362.5M2022-07-23
DIADIAEthereum0.422140.421322-0.19%0.43426+2.87%0.0380✗0.7351k2022-07-23
BNTBancor NetworkEthereum0.49760.496667-0.19%0.5045+1.39%0.0276✗1.14333k2022-07-23
ASTRAstarEthereum0.04310.043021-0.18%0.0434+0.70%0.0229✗1.357,6872022-07-23
NCTPolySwarmEthereum0.018840.018806-0.18%0.01868-0.85%0.0011✓0.75354k2022-07-23
BARFC Barcelona Fan TokenSolana4.274.2626-0.17%4.35+1.87%0.0270✗0.64555k2022-07-23
GLMGolemEthereum0.25560.255156-0.17%0.2551-0.20%0.0111✗1.0861k2022-07-23
CITYManchester City Fan TokenSolana4.84.7917-0.17%4.82+0.42%0.0129✗0.67554k2022-07-23
BCHSVBitcoin Cash SV57.8657.7605-0.17%57.213-1.12%0.0008✓0.83387k2022-07-23
IMXImmutableEthereum0.92870.927109-0.17%0.9248-0.42%0.0125✗1.431.4M2022-07-23
ZECZcashZcash59.959.7983-0.17%59.14-1.27%0.0026✗1.301.5M2022-07-23
SOLSolanaSolana40.5540.4817-0.17%39.98-1.41%0.0016✓1.3481.1M2022-07-23
SPELLSpellEthereum0.0010730.001071-0.17%0.001058-1.44%0.0008✓1.291.7M2022-07-23
SUNSun TokenTron0.0059630.005954-0.16%0.005878-1.43%0.0032✓0.913,1552022-07-23
KNCKyber Network CrystalEthereum1.4031.4007-0.16%1.4247+1.55%0.0319✗1.42647k2022-07-23
NEXONEXOEthereum0.7010.699881-0.16%0.686-2.14%0.0071✓1.23807k2022-07-23
DASHDashDash48.3948.3134-0.16%47.68-1.47%0.0018✓1.09606k2022-07-23
LRCLoopringEthereum0.40430.403681-0.15%0.4069+0.64%0.0221✗1.3496k2022-07-23
MOVRMoonriverBase13.716213.6962-0.15%13.4797-1.72%0.0034✓1.20126k2022-07-23
1INCH1INCHEthereum0.6610.660037-0.15%0.68+2.87%0.0400✗0.97419k2022-07-23
CBKCobakEthereum1.07871.0771-0.14%1.0667-1.11%0.0021✗1.127,2992022-07-23
TLMAlien WorldsEthereum0.027150.027111-0.14%0.02735+0.74%0.0231✗1.361,3482022-07-23
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain2.49832.4948-0.14%2.4522-1.85%0.0069✓0.981.0M2022-07-23
DOTPolkadotPolkadot7.2957.2852-0.13%7.321+0.36%0.0178✗1.238.7M2022-07-23
VSYSV.SYSTEMSnative0.0015220.00152-0.13%0.00153+0.53%0.0174✗1.0317k2022-07-23
SUSHISushiEthereum1.321.3183-0.13%1.34+1.52%0.0319✗1.48910k2022-07-23
ICPInternet ComputerEthereum6.4786.47-0.12%6.67+2.96%0.0438✗1.275.0M2022-07-23
CERECere NetworkEthereum0.0067040.006696-0.12%0.006717+0.19%0.0093✗0.5950k2022-07-23
ARPAARPAEthereum0.03590.035857-0.12%0.0362+0.84%0.0225✗1.2385k2022-07-23
BTTBitTorrentEthereum9.50e-79.49e-7-0.12%9.40e-7-1.05%0.0011✓1.0028k2022-07-23
NANOnanopayBase0.9651780.964039-0.12%0.947455-1.84%0.0068✓1.0159k2022-07-23
AAVEAaveEthereum89.4289.3198-0.11%89.36-0.07%0.0177✗1.6410.2M2022-07-23
XYOXYO NetworkEthereum0.006590.006583-0.11%0.00679+3.03%0.0415✗1.01365k2022-07-23
PSGParis Saint-Germain Fan TokenSolana6.596.583-0.11%6.75+2.43%0.0302✗0.49670k2022-07-23
ORBSOrbsEthereum0.041660.041616-0.11%0.0422+1.30%0.0241✗0.973,2692022-07-23
JASMYJasmyCoinEthereum0.008970.008962-0.09%0.009+0.33%0.0146✗0.984.9M2022-07-23
LPTLivepeerEthereum8.938.9224-0.08%8.99+0.67%0.0198✗1.17265k2022-07-23
LSKLiskEthereum1.1091.1081-0.08%1.1135+0.40%0.0162✗1.0845k2022-07-23
GALAGALAEthereum0.05210.05206-0.08%0.0539+3.45%0.0502✗1.47135k2022-07-23
POWRPowerledgerEthereum0.23990.239719-0.08%0.2402+0.13%0.0151✗1.25119k2022-07-23
UMAUMAEthereum2.642.6381-0.07%2.808+6.36%0.0740✗1.10621k2022-07-23
ROSEOasisBinance Smart Chain0.053760.053722-0.07%0.05389+0.24%0.0185✗1.46749k2022-07-23
TRACOriginTrailEthereum0.2250.224847-0.07%0.2226-1.07%0.0054✗1.48115k2022-07-23
WBTCWrapped BitcoinEthereum22,716.1022,700.69-0.07%22,275.90-1.94%0.0086✓0.9824k2022-07-23
AERGOAergo [OLD]Ethereum0.13070.130626-0.06%0.132+0.99%0.0243✗1.3244k2022-07-23
COTICOTIEthereum0.10410.104042-0.06%0.1043+0.19%0.0163✗1.32513k2022-07-23
BRISEBitgertEthereum3.56e-73.56e-7-0.06%3.74e-7+5.06%0.0604✗1.00239k2022-07-23
CTKShentuOsmosis0.7720.771587-0.05%0.782+1.30%0.0216✗0.781.2M2022-07-23
XTZTezosTezos1.6381.6373-0.04%1.654+0.98%0.0234✗1.26492k2022-07-23
MASKMask NetworkEthereum1.461.4595-0.03%1.48+1.37%0.0290✗1.44131k2022-07-23
CVCCivicEthereum0.14030.140262-0.03%0.1426+1.64%0.0296✗1.2487k2022-07-23
LEOLEO TokenEthereum5.40735.4059-0.03%5.2317-3.25%0.0307✓0.19226k2022-07-23
CELLCellframeEthereum0.25990.259841-0.02%0.2922+12.43%0.1292✗1.1347k2022-07-23
CHZChilizEthereum0.10580.105781-0.02%0.1089+2.93%0.0407✗1.11591k2022-07-23
TKOTokocryptoBinance Smart Chain0.2920.291981-0.01%0.287-1.71%0.0061✓1.05725k2022-07-23
ZRX0x ProtocolEthereum0.3107570.310765+0.00%0.30824-0.81%0.0048✓1.231.3M2022-07-23
GITCOINGITCOIN2.40852.409+0.02%2.4573+2.03%0.0363✓1.568,0962022-07-23
TRXTRONTron0.067070.067084+0.02%0.066907-0.24%0.0057✓0.79364k2022-07-23
PROPropyEthereum0.790.79019+0.02%0.81+2.53%0.0321✓0.70100k2022-07-23
LCXLCXEthereum0.06420.064224+0.04%0.0639-0.47%0.0096✓1.40322k2022-07-23
GTGateEthereum4.10524.1114+0.15%4.1136+0.20%0.0079✓0.70930k2022-07-23
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.