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2022-09-16 · +7d

lstm_s9 · in-sample — the model trained on this date · 192 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
+0.0329
191 of 192 tokens assessed
long-short decile
+0.83%
realised beta-adjusted alpha
direction hit
53.9%
in alpha space · 70.9% on raw price
BTC over horizon
-2.60%
the unhedgeable market factor

Predicted vs actual (192 rows, sorted by pred)

tokennamechainanchor pxpred px ▾pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
ALEPHAleph CloudEthereum0.1190.119251+0.21%0.12+0.84%0.0201✓0.5383k2022-09-23
GITCOINGITCOIN1.91921.911-0.42%1.8779-2.15%0.0108✗1.0713k2022-09-23
WBTCWrapped BitcoinEthereum19,713.6019,628.36-0.43%19,121.60-3.00%0.0022✓0.9114k2022-09-23
XMRMoneroMonero149.19148.3955-0.53%141.47-5.17%0.0223✓0.971.3M2022-09-23
TRXTRONTron0.0612880.060886-0.66%0.060491-1.30%0.0058✓0.47129k2022-09-23
BTCBitcoinBitcoin19,801.0419,669.72-0.66%19,286.01-2.60%0.0067✓1.00480.9M2022-09-23
CBKCobakEthereum0.820390.814551-0.71%0.79781-2.75%0.0011✓0.7413k2022-09-23
IDEXIDEXEthereum0.06520.064701-0.77%0.06346-2.67%0.0039✓0.887802022-09-23
ACMAC Milan Fan TokenSolana3.8673.836-0.80%4.236+9.54%0.1125✗0.512.1M2022-09-23
FORTFortaEthereum0.190.188429-0.83%0.1633-14.05%0.1334✓0.3762k2022-09-23
ATMAtletico Madrid Fan TokenSolana4.314.2736-0.84%4.69+8.82%0.1064✗0.511.4M2022-09-23
FETArtificial Superintelligence AllianceEthereum0.08590.085167-0.85%0.0859+0.00%0.0304✗0.8310k2022-09-23
XYMSymbolnative0.0391130.038761-0.90%0.038148-2.47%0.0002✓0.6024k2022-09-23
YGGYield Guild GamesEthereum0.4180.414201-0.91%0.408-2.39%0.0154✗1.164,5592022-09-23
ETHEthereumEthereum1,433.731,420.25-0.94%1,326.82-7.46%0.0334✓1.32555.1M2022-09-23
ADXheyAuraEthereum0.158120.156633-0.94%0.16406+3.76%0.0641✗0.672192022-09-23
ZECZcashZcash56.7456.1968-0.96%56.05-1.22%0.0262✗1.091.1M2022-09-23
ZENHorizenBase14.3614.2098-1.05%14.19-1.18%0.0297✗1.1872k2022-09-23
PSGParis Saint-Germain Fan TokenSolana8.468.37-1.06%8.65+2.25%0.0473✗0.552.4M2022-09-23
STORJStorjEthereum0.496750.491459-1.07%0.46747-5.89%0.0101✓1.5238k2022-09-23
CHRChromiaEthereum0.1550.153345-1.07%0.157+1.29%0.0523✗1.091,3622022-09-23
CELRCeler NetworkEthereum0.0160650.015893-1.07%0.015283-4.87%0.0128✓1.001,0682022-09-23
STEEMSteemnative0.22440.22199-1.07%0.2263+0.85%0.0423✗0.87504k2022-09-23
SKLSKALEEthereum0.04110.040655-1.08%0.0388-5.60%0.0158✓1.17536k2022-09-23
ASRAS Roma Fan TokenSolana3.8743.8318-1.09%4.117+6.27%0.0803✗0.322.0M2022-09-23
DNTdistrict0xEthereum0.0430.04253-1.09%0.0424-1.40%0.0189✗0.83138k2022-09-23
BFCBifrostEthereum0.067050.066305-1.11%0.06183-7.79%0.0447✓0.9526k2022-09-23
GTGateEthereum4.26574.2177-1.13%4.233-0.77%0.0211✗0.66696k2022-09-23
AIOZAIOZ NetworkEthereum0.05550.054868-1.14%0.0538-3.06%0.0018✓0.6882k2022-09-23
NCTPolySwarmEthereum0.012060.011922-1.15%0.01061-12.02%0.1026✓0.53228k2022-09-23
XPRXPR NetworkEthereum0.0028070.002775-1.15%0.002176-22.48%0.2185✓0.931.2M2022-09-23
ORBSOrbsEthereum0.035490.035062-1.21%0.03513-1.01%0.0207✗0.712,0292022-09-23
MEDMediblocOsmosis0.0204110.020158-1.24%0.019843-2.78%0.0032✓0.7213k2022-09-23
POWRPowerledgerEthereum0.20470.202162-1.24%0.1977-3.42%0.0016✓0.9153k2022-09-23
NANOnanopayBase0.8109790.800893-1.24%0.8-1.35%0.0213✗0.8549k2022-09-23
DKAdKargoEthereum0.042560.042027-1.25%0.04111-3.41%0.0011✓0.8014k2022-09-23
ANKRAnkr NetworkEthereum0.032940.032519-1.28%0.03075-6.65%0.0275✓1.0826k2022-09-23
LCXLCXEthereum0.04980.049157-1.29%0.0481-3.41%0.0032✓0.71220k2022-09-23
AAVEAaveEthereum79.3778.3446-1.29%77.03-2.95%0.0205✗1.426.2M2022-09-23
INDEXThe IndexRobinhood1.761.7372-1.29%1.93+9.66%0.1187✗0.5156k2022-09-23
LTCLitecoinLitecoin55.9355.1923-1.32%55.23-1.25%0.0270✗1.0014.8M2022-09-23
BORABORAKlay Token0.261340.257839-1.34%0.24767-5.23%0.0175✓0.8617k2022-09-23
VSYSV.SYSTEMSnative0.0014550.001435-1.34%0.001487+2.20%0.0554✗0.765,1062022-09-23
BCHSVBitcoin Cash SV52.01351.3085-1.35%49.795-4.26%0.0060✓0.91218k2022-09-23
XVSVenusEthereum4.364.3006-1.36%4.61+5.73%0.0919✗0.85754k2022-09-23
AURORAAuroraEthereum1.1891.1728-1.36%1.161-2.35%0.0162✗1.0080k2022-09-23
AMPAmpEthereum0.005310.005238-1.37%0.00501-5.65%0.0280✓0.62911k2022-09-23
ADACardanoCardano0.47480.468297-1.37%0.4617-2.76%0.0109✓0.9534.8M2022-09-23
RUNETHORChainTHORChain1.7151.6914-1.38%1.654-3.56%0.0206✗1.6356k2022-09-23
API3Api3Ethereum1.5411.5196-1.39%1.627+5.58%0.0950✗1.02499k2022-09-23
SUNSun TokenTron0.0058880.005806-1.39%0.005038-14.43%0.1256✓0.621,8622022-09-23
TLMAlien WorldsEthereum0.022710.022393-1.39%0.02202-3.04%0.0063✓0.882,8552022-09-23
AGLDAdventure GoldEthereum0.3460.341174-1.39%0.3197-7.60%0.0395✓0.97194k2022-09-23
XEMNEMnative0.0420680.041481-1.39%0.041508-1.33%0.0250✗0.9228k2022-09-23
CELLCellframeEthereum0.26670.262968-1.40%0.2839+6.45%0.1032✗1.0169k2022-09-23
PHAPHALAEthereum0.09590.094556-1.40%0.0927-3.34%0.0003✓0.742,1822022-09-23
XVGVergenative0.003190.003144-1.43%0.00331+3.76%0.0747✗0.89483k2022-09-23
SUPERSuperVerseEthereum0.131090.129213-1.43%0.12632-3.64%0.0078✓1.15126k2022-09-23
SNXSynthetixEthereum2.5962.5588-1.43%2.471-4.82%0.0051✓1.522.8M2022-09-23
BNTBancor NetworkEthereum0.46340.456755-1.43%0.4363-5.85%0.0204✓0.96366k2022-09-23
BTTBitTorrentEthereum8.30e-78.18e-7-1.45%8.00e-7-3.61%0.0036✓0.7115k2022-09-23
FIDABonfidaSolana0.4340.427651-1.46%0.403-7.14%0.0332✓0.998,2492022-09-23
QTUMQtumQtum2.99412.95-1.47%2.913-2.71%0.0141✓1.0219k2022-09-23
OGOG Fan TokenSolana5.565.4777-1.48%5.77+3.78%0.0644✗0.473.1M2022-09-23
ARPAARPAEthereum0.03520.034674-1.49%0.0337-4.26%0.0017✓1.0293k2022-09-23
ACHAlchemy PayEthereum0.0122940.012109-1.50%0.011863-3.51%0.0029✓0.89834k2022-09-23
AVTAventusEthereum1.441.4182-1.51%1.44+0.00%0.0168✗0.0690k2022-09-23
AXSAxie InfinityEthereum12.8312.6354-1.52%13.17+2.65%0.0706✗1.11833k2022-09-23
LSKLiskEthereum1.0030.987714-1.52%0.957295-4.55%0.0100✓0.8135k2022-09-23
SHIBShiba InuEthereum0.000011570.000011393-1.53%0.00001108-4.24%0.0022✓0.97873k2022-09-23
TRBTellor TributesEthereum16.3116.06-1.53%15.34-5.95%0.0269✓0.721.4M2022-09-23
ETCEthereum Classicnative34.0533.5264-1.54%28.88-15.18%0.1078✓1.5711.7M2022-09-23
BOBABoba NetworkEthereum0.31440.309485-1.56%0.3044-3.18%0.0099✓1.0174k2022-09-23
JUVJuventus Fan TokenSolana5.315.2267-1.57%5.7+7.34%0.0978✗0.422.4M2022-09-23
DOGEDogecoinDogecoin0.0604430.059491-1.58%0.063375+4.85%0.0878✗0.931.1M2022-09-23
ENJEnjin CoinEthereum0.4970.489058-1.60%0.485-2.41%0.0231✗1.1966k2022-09-23
ALICEMy Neighbor AliceEthereum1.9881.956-1.61%1.774-10.76%0.0659✓1.2023k2022-09-23
ALGOAlgorandAlgorand0.29790.29308-1.62%0.3992+34.00%0.3341✗0.955.5M2022-09-23
SPELLSpellEthereum0.0012010.001182-1.62%0.001069-11.05%0.0812✓0.741.8M2022-09-23
MOVRMoonriverBase11.226511.0437-1.63%10.7456-4.28%0.0028✓0.9322k2022-09-23
BARFC Barcelona Fan TokenSolana5.785.6853-1.64%6.37+10.21%0.1276✗0.532.0M2022-09-23
DASHDashDash43.6942.9725-1.64%42.1-3.64%0.0077✓1.07288k2022-09-23
DOTPolkadotPolkadot6.9066.7918-1.65%6.433-6.85%0.0257✓1.089.5M2022-09-23
KSMKusamaHydration43.8643.1341-1.65%42.17-3.85%0.0041✓1.01330k2022-09-23
SUSHISushiEthereum1.13461.1156-1.67%1.0827-4.57%0.0019✓1.061.2M2022-09-23
SCSiacoinnative0.003730.003667-1.68%0.00359-3.75%0.0036✓0.9486k2022-09-23
UNIUniswapEthereum5.8245.7261-1.68%5.913+1.53%0.0678✗1.366.9M2022-09-23
BTTCBTTC8.20e-78.06e-7-1.69%8.00e-7-2.44%0.0114✓0.721.7M2022-09-23
NEARNEAR ProtocolNEAR4.2064.1346-1.70%3.788-9.94%0.0612✓1.001.2M2022-09-23
PEOPLEConstitutionDAOEthereum0.020550.020201-1.70%0.02356+14.65%0.1819✗1.069.2M2022-09-23
ASMAssemble AIEthereum0.021060.0207-1.71%0.01977-6.13%0.0315✓0.55153k2022-09-23
ICPInternet ComputerEthereum6.1856.0789-1.72%6.21+0.40%0.0465✗0.954.2M2022-09-23
APEApeCoinEthereum4.6654.5835-1.75%5.681+21.78%0.2481✗1.276.4M2022-09-23
DUSKDUSKEthereum0.12130.119179-1.75%0.116-4.37%0.0001✓1.022.6M2022-09-23
OMGOMG NetworkEthereum1.75661.7259-1.75%1.7684+0.67%0.0532✗1.1025k2022-09-23
MINAMina Protocolnative0.6050.594397-1.75%0.595-1.65%0.0279✗1.02109k2022-09-23
DEXEDeXeEthereum2.9872.9344-1.76%2.966-0.70%0.0177✓0.27719k2022-09-23
XYOXYO NetworkEthereum0.007710.007574-1.76%0.00707-8.30%0.0388✓1.14501k2022-09-23
WOOWOOEthereum0.1510.148333-1.77%0.1415-6.29%0.0175✓1.127832022-09-23
XLMStellarStellar0.1071090.105217-1.77%0.123119+14.95%0.1803✗0.886.4M2022-09-23
QNTQuantEthereum107.74105.8272-1.78%110.81+2.85%0.0708✗0.943.5M2022-09-23
MANADecentralandEthereum0.74110.727927-1.78%0.72024-2.81%0.0175✓1.07584k2022-09-23
CITYManchester City Fan TokenSolana6.266.1481-1.79%6.74+7.67%0.1044✗0.472.1M2022-09-23
CVCCivicEthereum0.13840.135923-1.79%0.1314-5.06%0.0072✓1.0199k2022-09-23
RADRadworksEthereum2.132.0911-1.83%1.97-7.51%0.0441✓0.59137k2022-09-23
ASTRAstarEthereum0.03740.036714-1.83%0.0398+6.42%0.1010✗0.779,5132022-09-23
IOTAIOTAIOTA0.26260.257737-1.85%0.2841+8.19%0.1234✗0.992.8M2022-09-23
LPTLivepeerEthereum9.369.186-1.86%9.52+1.71%0.0702✗1.31272k2022-09-23
CRVCurve DAOEthereum1.05891.0391-1.87%0.9427-10.97%0.0590✓1.454.5M2022-09-23
TRACOriginTrailEthereum0.19070.187119-1.88%0.1776-6.87%0.0271✓0.95127k2022-09-23
PORPortugal National Team Fan TokenSolana4.69274.6044-1.88%6.0773+29.51%0.3123✗1.32105k2022-09-23
LEOLEO TokenEthereum4.94224.849-1.89%4.2279-14.45%0.1341✓0.11169k2022-09-23
OPTIMOptimism1.1121.091-1.89%0.949-14.66%0.0986✓1.552.7M2022-09-23
CBETHCoinbase Wrapped Staked ETHEthereum1,354.731,329.10-1.89%1,280.93-5.45%0.0106✓1.003.4M2022-09-23
BATBasic AttentionEthereum0.320950.314861-1.90%0.31522-1.79%0.0280✗1.0232k2022-09-23
NEXONEXOEthereum0.8960.878927-1.91%0.969+8.15%0.1265✗1.101.5M2022-09-23
BICOBiconomyEthereum0.46980.460845-1.91%0.4301-8.45%0.0465✓0.86396k2022-09-23
SANDThe SandboxEthereum0.87680.859878-1.93%0.9226+5.22%0.1024✗1.21838k2022-09-23
TKOTokocryptoBinance Smart Chain0.2620.256862-1.96%0.253-3.44%0.0054✓0.78462k2022-09-23
FTTFTXEthereum24.0823.6074-1.96%23.88-0.83%0.0384✗1.026.8M2022-09-23
BELBella ProtocolEthereum0.5860.57447-1.97%0.576-1.71%0.0297✗1.023.0M2022-09-23
KCSKuCoinnative9.1378.9567-1.97%8.985-1.66%0.0238✗0.781.1M2022-09-23
YFIyearn.financeEthereum8,661.738,489.71-1.99%8,416.07-2.84%0.0267✗1.344.0M2022-09-23
STXStacksnative0.34920.342244-1.99%0.3371-3.47%0.0117✓1.02272k2022-09-23
BRISEBitgertEthereum5.40e-75.29e-7-2.00%5.09e-7-5.66%0.0180✓0.761.9M2022-09-23
XCNOnyxcoinEthereum0.064720.06342-2.01%0.07819+20.81%0.2147✗0.20351k2022-09-23
GMTGMTEthereum0.65180.638707-2.01%0.6373-2.22%0.0391✗1.57189k2022-09-23
ORCAOrcaSolana0.85160.834452-2.01%0.8521+0.06%0.0583✗1.4279k2022-09-23
XECeCashnative0.000042230.000041378-2.02%0.00003923-7.10%0.0312✓0.844.1M2022-09-23
FLOWFlownative1.781.744-2.02%1.708-4.04%0.0149✓1.361.1M2022-09-23
COMPCompoundEthereum54.0652.9609-2.03%63.56+17.57%0.2100✗1.047,9312022-09-23
GLMRMoonbeamBase0.4890.479052-2.03%0.467-4.50%0.0034✓1.1054k2022-09-23
GODSGods UnchainedEthereum0.300130.293886-2.08%0.41152+37.11%0.3568✗0.76324k2022-09-23
1INCH1INCHEthereum0.6160.602967-2.12%0.608-1.30%0.0351✗1.02178k2022-09-23
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain3.69573.6172-2.12%3.8939+5.36%0.0903✗0.636.3M2022-09-23
AVAXAvalancheAvalanche18.0617.6743-2.14%17.97-0.50%0.0523✗1.3616.7M2022-09-23
RIFRootstock Infrastructure FrameworkEthereum0.05750.056272-2.14%0.0569-1.04%0.0430✗1.21568k2022-09-23
POKTPocket NetworkEthereum0.10590.103628-2.15%0.092-13.13%0.1071✓0.45188k2022-09-23
TWTTrust WalletBinance Smart Chain0.97440.953375-2.16%0.917-5.89%0.0267✓0.462.6M2022-09-23
DIADIAEthereum0.374310.366233-2.16%0.38048+1.65%0.0632✗0.9529k2022-09-23
PONDMarlinEthereum0.011950.011692-2.16%0.010791-9.70%0.0538✓1.008492022-09-23
HIGHHighstreetEthereum1.381.3499-2.18%1.367-0.94%0.0418✗1.1162k2022-09-23
OGNOrigin TokenEthereum0.154420.151039-2.19%0.15984+3.51%0.0846✗1.06262k2022-09-23
LINKChainlinkEthereum7.6557.4868-2.20%7.446-2.73%0.0228✗1.0717.9M2022-09-23
GRTThe GraphEthereum0.10570.103355-2.22%0.103-2.55%0.0322✗1.352.2M2022-09-23
IMXImmutableEthereum0.79650.778714-2.23%0.7708-3.23%0.0188✓1.10880k2022-09-23
BCHBitcoin CashBitcoin Cash119.59116.8975-2.25%120.12+0.44%0.0569✗1.133.8M2022-09-23
LRCLoopringEthereum0.32470.317335-2.27%0.3065-5.61%0.0063✓1.0861k2022-09-23
METISMetisEthereum24.5523.99-2.28%24.57+0.08%0.0646✗1.54147k2022-09-23
FILFilecoinFilecoin5.8245.6904-2.29%5.695-2.21%0.0270✗0.995.6M2022-09-23
FISStafiEthereum0.35380.34566-2.30%–pending––0.944662022-09-23
RARESuperRareEthereum0.18470.180433-2.31%0.1731-6.28%0.0152✓1.0069k2022-09-23
CTKShentuOsmosis0.9280.906516-2.32%0.894-3.66%0.0001✓0.532.4M2022-09-23
SOLSolanaSolana32.2331.4746-2.34%33.66+4.44%0.1009✗1.2846.1M2022-09-23
XTZTezosTezos1.52081.485-2.36%1.5171-0.24%0.0482✗1.02211k2022-09-23
ENSEthereum Name ServiceEthereum14.5214.1777-2.36%13.99-3.65%0.0125✓0.981.9M2022-09-23
GALAGALAEthereum0.04760.046461-2.39%0.042-11.76%0.0729✓1.06148k2022-09-23
BANDBandEthereum1.2371.2073-2.40%1.172-5.25%0.0024✓1.22295k2022-09-23
GTCGitcoinEthereum1.921.8736-2.42%1.86-3.12%0.0268✗1.29200k2022-09-23
PORTOFC PortoBinance Smart Chain5.59965.464-2.42%6.3531+13.46%0.1521✗0.0511.6M2022-09-23
C98Coin98Ethereum0.44090.430149-2.44%0.369-16.31%0.1231✓1.1556k2022-09-23
UMAUMAEthereum2.562.4974-2.45%2.361-7.77%0.0351✓0.80407k2022-09-23
GLMGolemEthereum0.30240.294975-2.46%0.2785-7.90%0.0344✓0.8889k2022-09-23
LAZIOLazio Fan TokenBinance Smart Chain5.96815.8205-2.47%7.2387+21.29%0.2240✗0.2313.3M2022-09-23
SANTOSSantos FC Fan TokenBinance Smart Chain11.38411.0967-2.52%19.032+67.18%0.5475✗0.3116.4M2022-09-23
KNCKyber Network CrystalEthereum1.89241.8446-2.53%1.2188-35.60%0.3981✓0.621.5M2022-09-23
EWTEnergy Web TokenEthereum4.0063.9017-2.60%4.075+1.72%0.0690✗0.97196k2022-09-23
AUCTIONBounceEthereum6.636.4507-2.70%6.75+1.81%0.0729✗1.04161k2022-09-23
DODODODOEthereum0.12210.118794-2.71%0.1288+5.49%0.1095✗1.091.3M2022-09-23
JASMYJasmyCoinEthereum0.008350.008121-2.74%0.00719-13.89%0.0970✓0.943.0M2022-09-23
LUNATerraTerra 20.000304580.000296179-2.76%0.00025656-15.77%0.1433✓0.014.1M2022-09-23
NMRNumeraireEthereum1615.5577-2.76%15.28-4.50%0.0033✓0.56384k2022-09-23
ELAElastosEthereum1.4751.4342-2.77%1.424-3.46%0.0111✓0.6927k2022-09-23
DYDXdYdXCosmos1.341.3028-2.78%1.283-4.25%0.0153✓1.1639k2022-09-23
ROSEOasisBinance Smart Chain0.061040.059331-2.80%0.06473+6.05%0.1187✗1.201.0M2022-09-23
OXTOrchid ProtocolEthereum0.10340.100484-2.82%0.1008-2.51%0.0250✓0.83222k2022-09-23
PROPropyEthereum0.70.679958-2.86%0.63-10.00%0.0713✓0.1937k2022-09-23
RLCiExec RLCEthereum1.23021.1949-2.87%1.2661+2.92%0.0858✗1.06764k2022-09-23
ZRX0x ProtocolEthereum0.2830150.274799-2.90%0.279195-1.35%0.0429✗1.03414k2022-09-23
MASKMask NetworkEthereum1.281.2422-2.95%1.2-6.25%0.0069✓1.0552k2022-09-23
MTLMetal DAOMetal L21.1731.1373-3.04%1.104-5.88%0.0065✓0.881.1M2022-09-23
NAKANakamoto GamesPolygon0.06460.062566-3.15%0.0596-7.74%0.0227✓0.9877k2022-09-23
COTICOTIEthereum0.09760.094495-3.18%0.1073+9.94%0.1535✗1.00319k2022-09-23
CERECere NetworkEthereum0.0062970.006089-3.31%0.00634+0.68%0.0473✗0.2627k2022-09-23
CWEBCoinwebEthereum0.0259510.025088-3.33%0.025913-0.15%0.0296✓-0.11507k2022-09-23
HIVEHivenative0.55730.53839-3.39%0.5079-8.86%0.0433✓0.57864k2022-09-23
CHZChilizEthereum0.21010.202918-3.42%0.2705+28.75%0.3108✗0.882.9M2022-09-23
CTSICartesiEthereum0.15580.150279-3.54%0.1397-10.33%0.0482✓0.94302k2022-09-23
ATOMCosmos HubCosmos16.59616.0043-3.57%14.215-14.35%0.0862✓1.2321.4M2022-09-23
UOSUltraEthereum0.388210.374263-3.59%0.39482+1.70%0.0783✗0.94379k2022-09-23
SWFTCSWFTCOINEthereum0.0016580.001597-3.67%0.001612-2.77%0.0242✓0.57340k2022-09-23
AERGOAergo [OLD]Ethereum0.14570.140343-3.68%0.132-9.40%0.0406✓0.7933k2022-09-23
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.