8=======>

2022-09-12 · +30d

lstm_s8 · in-sample — the model trained on this date · 191 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
+0.2099
191 of 191 tokens assessed
long-short decile
+10.23%
realised beta-adjusted alpha
direction hit
67.0%
in alpha space · 86.9% on raw price
BTC over horizon
-14.49%
the unhedgeable market factor

Predicted vs actual (191 rows, sorted by pred)

tokennamechainanchor pxpred px ▴pred Δactual pxactual Δalpha errhitβ90dvol 30dtarget
FILFilecoinFilecoin6.5565.759-12.16%5.147-21.49%0.0393✓0.976.2M2022-10-12
LUNATerraTerra 20.00030.000265175-11.61%0.00028659-4.47%0.1198✓0.272.3M2022-10-12
BRISEBitgertEthereum7.49e-76.67e-7-10.89%5.04e-7-32.65%0.1436✓0.872.3M2022-10-12
ETCEthereum Classicnative38.4534.4412-10.43%23.79-38.13%0.1234✓1.5810.6M2022-10-12
OPTIMOptimism1.2671.1405-9.98%0.747-41.04%0.1579✓1.692.7M2022-10-12
ROSEOasisBinance Smart Chain0.064740.058383-9.82%0.05596-13.56%0.1531✗1.251.2M2022-10-12
PORTOFC PortoBinance Smart Chain7.00496.3682-9.09%4.2544-39.27%0.3877✓0.109.1M2022-10-12
CTKShentuOsmosis1.010.921447-8.77%0.873-13.56%0.0099✓0.412.7M2022-10-12
FLOWFlownative2.1021.9258-8.38%1.558-25.88%0.0101✓1.42967k2022-10-12
NMRNumeraireEthereum18.2316.7377-8.19%14.98-17.83%0.0274✓0.53396k2022-10-12
ALPINEAlpine F1 Team Fan TokenBinance Smart Chain4.56284.1979-8.00%3.0801-32.50%0.2136✓0.618.1M2022-10-12
LAZIOLazio Fan TokenBinance Smart Chain7.66047.055-7.90%4.8842-36.24%0.3285✓0.2511.9M2022-10-12
METISMetisEthereum29.9327.5686-7.89%24.34-18.68%0.1361✗1.66159k2022-10-12
CTSICartesiEthereum0.15470.142711-7.75%0.1346-12.99%0.0999✗1.01336k2022-10-12
SANTOSSantos FC Fan TokenBinance Smart Chain12.3411.3895-7.70%13.627+10.43%0.2381✗0.3816.0M2022-10-12
PORPortugal National Team Fan TokenSolana4.8634.4974-7.52%3.8083-21.69%0.0674✓1.49122k2022-10-12
CBETHCoinbase Wrapped Staked ETHEthereum1,615.211,496.30-7.36%1,254.87-22.31%0.0194✓1.003.3M2022-10-12
ATOMCosmos HubCosmos15.5314.3902-7.34%11.739-24.41%0.0031✓1.2819.6M2022-10-12
AXSAxie InfinityEthereum14.2213.2086-7.11%11.54-18.85%0.0506✓1.19925k2022-10-12
MASKMask NetworkEthereum1.411.3123-6.93%1.1-21.99%0.0104✓1.0668k2022-10-12
RADRadworksEthereum2.462.2901-6.90%1.91-22.36%0.0863✓0.61261k2022-10-12
AUCTIONBounceEthereum7.426.909-6.89%5.66-23.72%0.0278✓1.10224k2022-10-12
MINAMina Protocolnative0.670.623965-6.87%0.556-17.01%0.0515✓1.07111k2022-10-12
KSMKusamaHydration52.2148.6641-6.79%40.13-23.14%0.0318✓1.03363k2022-10-12
GMTGMTEthereum0.74190.693668-6.50%0.628-15.35%0.1417✗1.54210k2022-10-12
HIGHHighstreetEthereum1.5341.4368-6.34%1.389-9.45%0.1424✗1.1371k2022-10-12
ENSEthereum Name ServiceEthereum15.1214.1622-6.33%17.14+13.36%0.3476✗1.001.8M2022-10-12
GALAGALAEthereum0.05130.048086-6.27%0.0392-23.59%0.0221✓1.16178k2022-10-12
QTUMQtumQtum3.29333.0882-6.23%2.7159-17.53%0.0341✓1.0419k2022-10-12
DYDXdYdXCosmos1.5631.4676-6.11%1.454-6.97%0.1825✗1.2343k2022-10-12
NEARNEAR ProtocolNEAR5.0934.7829-6.09%3.153-38.09%0.2601✓1.001.4M2022-10-12
EWTEnergy Web TokenEthereum4.5244.2489-6.08%3.802-15.96%0.0364✓0.94273k2022-10-12
UNIUniswapEthereum6.6596.2625-5.95%6.054-9.09%0.1861✗1.406.9M2022-10-12
DEXEDeXeEthereum3.2453.0523-5.94%2.859-11.90%0.0071✓0.37676k2022-10-12
IMXImmutableEthereum0.86380.813798-5.79%0.6656-22.95%0.0171✓1.17946k2022-10-12
POKTPocket NetworkEthereum0.11440.107788-5.78%0.067-41.43%0.3818✓0.60188k2022-10-12
RIFRootstock Infrastructure FrameworkEthereum0.06540.06166-5.72%0.0544-16.82%0.0652✗1.22563k2022-10-12
RLCiExec RLCEthereum1.39761.3178-5.71%1.0849-22.37%0.0251✓1.08922k2022-10-12
ANKRAnkr NetworkEthereum0.03730.035222-5.57%0.02798-24.99%0.0642✓1.0635k2022-10-12
BTTCBTTC9.00e-78.51e-7-5.48%7.70e-7-14.44%0.0160✓0.741.7M2022-10-12
CHZChilizEthereum0.20140.190444-5.44%0.1899-5.71%0.1512✗0.983.2M2022-10-12
HIVEHivenative0.58020.549265-5.33%0.5112-11.89%0.0248✓0.62836k2022-10-12
AERGOAergo [OLD]Ethereum0.21640.204967-5.28%0.128-40.85%0.3536✓0.7526k2022-10-12
BOBABoba NetworkEthereum0.33460.317078-5.24%0.28-16.32%0.0386✓1.0482k2022-10-12
CELLCellframeEthereum0.29760.282026-5.23%0.2122-28.70%0.1154✓1.0874k2022-10-12
TRBTellor TributesEthereum16.5815.7218-5.18%14.49-12.61%0.0407✓0.781.5M2022-10-12
BICOBiconomyEthereum0.51290.486594-5.13%0.3722-27.43%0.1339✓0.86396k2022-10-12
FIDABonfidaSolana0.4810.456654-5.06%0.377-21.62%0.0284✓1.047,9852022-10-12
OGNOrigin TokenEthereum0.177310.168374-5.04%0.14279-19.47%0.0044✓1.08271k2022-10-12
COMPCompoundEthereum54.7352.0608-4.88%55.48+1.37%0.2628✗1.278,6412022-10-12
YFIyearn.financeEthereum9,751.479,284.25-4.79%7,877.53-19.22%0.0576✗1.424.1M2022-10-12
APEApeCoinEthereum5.4925.2295-4.78%4.714-14.17%0.1151✗1.406.4M2022-10-12
CWEBCoinwebEthereum0.0240350.022888-4.77%0.024833+3.32%0.0955✗0.09465k2022-10-12
STXStacksnative0.38790.369396-4.77%0.3107-19.90%0.0056✓1.07314k2022-10-12
RUNETHORChainTHORChain1.9351.8433-4.74%1.505-22.22%0.0653✗1.7160k2022-10-12
ORCAOrcaSolana0.89480.852876-4.69%0.8317-7.05%0.2202✗1.5789k2022-10-12
OXTOrchid ProtocolEthereum0.11410.108786-4.66%0.0931-18.40%0.0181✓0.88188k2022-10-12
GRTThe GraphEthereum0.12860.122686-4.60%0.0876-31.88%0.1407✓1.252.5M2022-10-12
ZRX0x ProtocolEthereum0.320430.305862-4.55%0.252468-21.21%0.0375✓0.99471k2022-10-12
CBKCobakEthereum0.854280.815944-4.49%0.75156-12.02%0.0413✓0.7913k2022-10-12
UOSUltraEthereum0.440280.420554-4.48%0.30131-31.56%0.1797✓0.98379k2022-10-12
MANADecentralandEthereum0.794220.758756-4.47%0.64761-18.46%0.0184✓1.13624k2022-10-12
GLMGolemEthereum0.40930.391119-4.44%0.2554-37.60%0.2989✓0.8189k2022-10-12
GITCOINGITCOIN2.14882.0535-4.44%1.672-22.19%0.0290✓1.1313k2022-10-12
XYMSymbolnative0.0426730.040791-4.41%0.035794-16.12%0.0471✓0.5323k2022-10-12
DKAdKargoEthereum0.047470.045424-4.31%0.03857-18.75%0.0619✓0.6514k2022-10-12
MOVRMoonriverBase12.66512.1337-4.19%10.3905-17.96%0.0046✓1.0221k2022-10-12
GTCGitcoinEthereum2.192.1-4.11%1.67-23.74%0.0296✓1.27227k2022-10-12
BORABORAKlay Token0.29430.282419-4.04%0.21464-27.07%0.1330✓0.9015k2022-10-12
XCNOnyxcoinEthereum0.0740.071076-3.95%0.06929-6.36%0.0044✓0.13378k2022-10-12
LRCLoopringEthereum0.35140.337686-3.90%0.2656-24.42%0.0568✓1.1772k2022-10-12
JUVJuventus Fan TokenSolana5.335.1227-3.89%4.06-23.83%0.1316✓0.642.0M2022-10-12
MTLMetal DAOMetal L21.2791.2303-3.81%1.022-20.09%0.0393✓0.931.1M2022-10-12
SUSHISushiEthereum1.26951.2216-3.77%1.1675-8.03%0.1334✗1.141.1M2022-10-12
LEOLEO TokenEthereum5.04524.8606-3.66%4.1434-17.87%0.1496✓0.06119k2022-10-12
SWFTCSWFTCOINEthereum0.0016260.001567-3.63%0.001688+3.81%0.1975✗0.79374k2022-10-12
GLMRMoonbeamBase0.5690.54845-3.61%0.457-19.68%0.0031✓1.1466k2022-10-12
TKOTokocryptoBinance Smart Chain0.2750.265172-3.57%0.234-14.91%0.0043✓0.77563k2022-10-12
BANDBandEthereum1.3521.3051-3.47%1.105-18.27%0.0334✓1.28323k2022-10-12
ELAElastosEthereum1.6221.5675-3.36%1.463-9.80%0.0459✗0.7329k2022-10-12
ALGOAlgorandAlgorand0.32370.312931-3.33%0.3135-3.15%0.1557✗0.986.0M2022-10-12
VSYSV.SYSTEMSnative0.0016510.001598-3.20%0.001361-17.57%0.0544✓0.685,8832022-10-12
CELRCeler NetworkEthereum0.0184890.017899-3.19%0.014341-22.43%0.0650✓1.009912022-10-12
PEOPLEConstitutionDAOEthereum0.02280.02208-3.16%0.02101-7.85%0.1172✗1.0710.3M2022-10-12
OGOG Fan TokenSolana5.9485.7608-3.15%4.066-31.64%0.2478✓0.643.1M2022-10-12
BARFC Barcelona Fan TokenSolana6.386.182-3.10%4.67-26.80%0.1983✓0.522.1M2022-10-12
FTTFTXEthereum28.4627.6149-2.97%23.36-17.92%0.0083✓1.026.8M2022-10-12
MEDMediblocOsmosis0.0220180.021366-2.96%0.018543-15.78%0.0447✓0.6212k2022-10-12
1INCH1INCHEthereum0.6480.628972-2.94%0.57-12.04%0.0616✗1.02178k2022-10-12
SNXSynthetixEthereum2.9432.8566-2.93%2.065-29.83%0.0817✓1.552.9M2022-10-12
XECeCashnative0.000045970.000044627-2.92%0.00003798-17.38%0.0234✓0.883.0M2022-10-12
SPELLSpellEthereum0.0013230.001285-2.92%0.0009175-30.67%0.2071✓0.832.2M2022-10-12
API3Api3Ethereum1.8031.7509-2.89%1.584-12.15%0.0590✗1.02627k2022-10-12
PROPropyEthereum0.730.709216-2.85%0.54-26.03%0.2350✓0.2444k2022-10-12
BATBasic AttentionEthereum0.354360.344418-2.81%0.28328-20.06%0.0266✓1.0833k2022-10-12
JASMYJasmyCoinEthereum0.009050.008798-2.78%0.0055-39.23%0.3221✓0.943.3M2022-10-12
SUNSun TokenTron0.0063560.006186-2.68%0.005602-11.86%0.0009✓0.641,9622022-10-12
DNTdistrict0xEthereum0.04930.047983-2.67%0.0378-23.33%0.1054✓0.85145k2022-10-12
ADXheyAuraEthereum0.172560.168012-2.64%0.1565-9.31%0.0483✗0.765152022-10-12
POWRPowerledgerEthereum0.23460.228419-2.63%0.1864-20.55%0.0628✓0.9057k2022-10-12
ALICEMy Neighbor AliceEthereum2.1712.1145-2.60%1.571-27.64%0.0977✓1.2732k2022-10-12
ATMAtletico Madrid Fan TokenSolana4.554.4347-2.53%3.72-18.24%0.0805✓0.611.4M2022-10-12
LINKChainlinkEthereum7.7587.5652-2.49%7.147-7.88%0.1206✗1.1318.0M2022-10-12
ICPInternet ComputerEthereum6.9266.754-2.48%5.07-26.80%0.1304✓1.004.3M2022-10-12
PSGParis Saint-Germain Fan TokenSolana8.958.7292-2.47%6.78-24.25%0.1604✓0.592.4M2022-10-12
AMPAmpEthereum0.006210.00606-2.42%0.0049-21.10%0.1131✓0.63911k2022-10-12
DODODODOEthereum0.13190.12879-2.36%0.1178-10.69%0.0952✗1.181.4M2022-10-12
DOTPolkadotPolkadot7.6647.4841-2.35%6.173-19.45%0.0097✓1.1710.0M2022-10-12
C98Coin98Ethereum0.44360.433302-2.32%0.3394-23.49%0.0599✓1.1875k2022-10-12
CRVCurve DAOEthereum1.1431.1171-2.27%0.8202-28.24%0.0671✓1.544.4M2022-10-12
XVGVergenative0.003570.00349-2.24%0.00312-12.61%0.0429✗0.99483k2022-10-12
ACMAC Milan Fan TokenSolana4.2384.1434-2.23%3.141-25.88%0.1953✓0.522.3M2022-10-12
XYOXYO NetworkEthereum0.008330.008145-2.22%0.00592-28.93%0.1350✓1.18428k2022-10-12
KCSKuCoinnative9.7159.5008-2.21%9.053-6.81%0.0868✗0.861.2M2022-10-12
AVTAventusEthereum1.431.3985-2.20%1.52+6.29%0.0619✗-0.14124k2022-10-12
NAKANakamoto GamesPolygon0.06670.065295-2.11%0.0689+3.30%0.2179✗1.0579k2022-10-12
XVSVenusEthereum4.984.8755-2.10%4.7-5.62%0.0988✗0.87839k2022-10-12
FORTFortaEthereum0.22570.22108-2.05%0.1479-34.47%0.2831✓0.7667k2022-10-12
KNCKyber Network CrystalEthereum1.91231.8734-2.03%1.0233-46.49%0.4723✓0.851.4M2022-10-12
ACHAlchemy PayEthereum0.0131540.012887-2.03%0.010459-20.49%0.0779✓0.84882k2022-10-12
BELBella ProtocolEthereum0.6720.658476-2.01%0.549-18.30%0.0037✓1.143.3M2022-10-12
LPTLivepeerEthereum11.0210.8025-1.97%8.85-19.69%0.0112✓1.34288k2022-10-12
OMGOMG NetworkEthereum1.9621.9238-1.94%1.5946-18.73%0.0119✓1.1223k2022-10-12
IDEXIDEXEthereum0.069150.067808-1.94%0.05545-19.81%0.0553✓0.938202022-10-12
UMAUMAEthereum2.7562.7038-1.89%2.24-18.72%0.0581✓0.83523k2022-10-12
CITYManchester City Fan TokenSolana6.716.5843-1.87%5.67-15.50%0.0723✓0.492.1M2022-10-12
RARESuperRareEthereum0.20530.201597-1.80%0.1515-26.21%0.1101✓1.12108k2022-10-12
LSKLiskEthereum1.0911.0717-1.77%0.929799-14.78%0.0214✓0.7736k2022-10-12
LCXLCXEthereum0.05160.050738-1.67%0.052+0.78%0.1748✗0.96234k2022-10-12
XTZTezosTezos1.65651.6308-1.55%1.3516-18.41%0.0219✓1.06241k2022-10-12
ARPAARPAEthereum0.03970.039102-1.51%0.0326-17.88%0.0225✓1.0289k2022-10-12
COTICOTIEthereum0.10270.101208-1.45%0.1026-0.10%0.1725✗1.01336k2022-10-12
DASHDashDash47.1746.5009-1.42%41.74-11.51%0.0595✗1.07312k2022-10-12
TWTTrust WalletBinance Smart Chain1.00450.990521-1.39%0.9569-4.74%0.0547✗0.572.6M2022-10-12
BCHBitcoin CashBitcoin Cash128.87127.0793-1.39%111.75-13.28%0.0556✗1.184.4M2022-10-12
PHAPHALAEthereum0.10130.099927-1.36%0.0774-23.59%0.1363✓0.762,7302022-10-12
SUPERSuperVerseEthereum0.142110.140257-1.30%0.12114-14.76%0.0429✗1.21151k2022-10-12
ETHEthereumEthereum1,716.711,694.47-1.30%1,294.33-24.60%0.0570✓1.36569.9M2022-10-12
AIOZAIOZ NetworkEthereum0.060.059238-1.27%0.0499-16.83%0.0389✓0.8590k2022-10-12
SCSiacoinnative0.00420.004147-1.27%0.00336-20.00%0.0630✓0.94103k2022-10-12
AVAXAvalancheAvalanche21.3721.1082-1.22%15.95-25.36%0.0647✓1.3818.0M2022-10-12
WBTCWrapped BitcoinEthereum22,320.8022,064.99-1.15%19,167.20-14.13%0.0030✓0.9213k2022-10-12
BTCBitcoinBitcoin22,402.7122,146.54-1.14%19,155.92-14.49%0.0115✗1.00480.9M2022-10-12
CERECere NetworkEthereum0.0062340.006167-1.07%0.00603-3.27%0.0355✗0.3730k2022-10-12
GODSGods UnchainedEthereum0.316230.312846-1.07%0.33712+6.61%0.1831✗0.69326k2022-10-12
XEMNEMnative0.0467110.046212-1.07%0.039427-15.59%0.0191✓0.8928k2022-10-12
DOGEDogecoinDogecoin0.0639580.063307-1.02%0.05987-6.39%0.1023✗1.011.2M2022-10-12
STEEMSteemnative0.23550.233137-1.00%0.2291-2.72%0.1191✗0.87527k2022-10-12
SANDThe SandboxEthereum0.95910.95003-0.95%0.7783-18.85%0.0013✓1.27899k2022-10-12
ENJEnjin CoinEthereum0.5420.536974-0.93%0.428-21.03%0.0359✓1.2277k2022-10-12
DIADIAEthereum0.399770.396161-0.90%0.3906-2.29%0.1445✗1.0131k2022-10-12
ASRAS Roma Fan TokenSolana4.2854.2484-0.85%3.305-22.87%0.1937✓0.372.2M2022-10-12
NANOnanopayBase0.9142160.906686-0.82%0.760819-16.78%0.0408✓0.8649k2022-10-12
ORBSOrbsEthereum0.040.0397-0.75%0.03373-15.68%0.0538✓0.702,2982022-10-12
STORJStorjEthereum0.5630.558894-0.73%0.42113-25.20%0.0737✓1.3439k2022-10-12
SKLSKALEEthereum0.04920.048848-0.71%0.0357-27.44%0.1295✓1.18546k2022-10-12
QNTQuantEthereum106.65105.8925-0.71%153.65+44.07%0.5186✗0.933.5M2022-10-12
BFCBifrostEthereum0.071990.071496-0.69%0.06138-14.74%0.0041✓1.0025k2022-10-12
XPRXPR NetworkEthereum0.0031060.003085-0.68%0.002075-33.19%0.2536✓0.911.2M2022-10-12
TRACOriginTrailEthereum0.20630.20497-0.64%0.1782-13.62%0.0304✗1.09135k2022-10-12
PONDMarlinEthereum0.0120040.011928-0.64%0.009569-20.28%0.0638✓1.006492022-10-12
AAVEAaveEthereum90.9990.4212-0.63%71.52-21.40%0.0049✓1.536.0M2022-10-12
ZENHorizenBase16.4816.3844-0.58%12.49-24.21%0.0753✓1.2579k2022-10-12
ADACardanoCardano0.50140.499153-0.45%0.3813-23.95%0.1119✓1.0138.3M2022-10-12
INDEXThe IndexRobinhood1.841.8323-0.42%2.23+21.20%0.2699✗0.4758k2022-10-12
NEXONEXOEthereum0.970.966266-0.38%0.833-14.12%0.0376✗1.191.5M2022-10-12
XLMStellarStellar0.1138590.113524-0.29%0.116277+2.12%0.1630✗0.896.5M2022-10-12
DUSKDUSKEthereum0.13470.13436-0.25%0.1193-11.43%0.0508✗1.082.7M2022-10-12
LTCLitecoinLitecoin61.4161.2602-0.24%52.23-14.95%0.0039✗1.0414.0M2022-10-12
BCHSVBitcoin Cash SV54.60954.4798-0.24%48.073-11.97%0.0134✗0.88264k2022-10-12
ALEPHAleph CloudEthereum0.19160.191178-0.22%0.1135-40.76%0.4996✓0.1483k2022-10-12
WOOWOOEthereum0.16420.163873-0.20%0.1486-9.50%0.1075✗1.319132022-10-12
SOLSolanaSolana37.4637.3914-0.18%31.16-16.82%0.0092✗1.2254.5M2022-10-12
SHIBShiba InuEthereum0.000012880.00001286-0.16%0.00001016-21.12%0.0771✓1.011.0M2022-10-12
TRXTRONTron0.0638830.063784-0.15%0.061673-3.46%0.0393✗0.47123k2022-10-12
XMRMoneroMonero163.77163.5681-0.12%144.74-11.62%0.0290✗0.971.4M2022-10-12
CHRChromiaEthereum0.18390.183748-0.08%0.147-20.07%0.0430✓1.151,7442022-10-12
BTTBitTorrentEthereum9.10e-79.10e-7+0.01%7.80e-7-14.29%0.0378✗0.7415k2022-10-12
YGGYield Guild GamesEthereum0.4830.484332+0.28%0.328-32.09%0.2002✗1.214,2692022-10-12
CVCCivicEthereum0.15180.152255+0.30%0.1213-20.09%0.0710✗1.00119k2022-10-12
ZECZcashZcash62.9263.1555+0.37%51.73-17.78%0.0171✗1.171.1M2022-10-12
AGLDAdventure GoldEthereum0.4080.409671+0.41%0.3171-22.28%0.0858✗1.09202k2022-10-12
BNTBancor NetworkEthereum0.49480.497193+0.48%0.4253-14.05%0.0249✓1.16384k2022-10-12
GTGateEthereum4.38394.4073+0.53%4.405+0.48%0.1153✓0.74688k2022-10-12
TLMAlien WorldsEthereum0.024880.025045+0.66%0.02169-12.82%0.0255✓1.082,9582022-10-12
ASTRAstarEthereum0.03990.040215+0.79%0.0353-11.53%0.0087✓0.899,1922022-10-12
IOTAIOTAIOTA0.29170.294012+0.79%0.2577-11.66%0.0271✓1.022.7M2022-10-12
FETArtificial Superintelligence AllianceEthereum0.09150.092362+0.94%0.0807-11.80%0.0191✓0.9814k2022-10-12
NCTPolySwarmEthereum0.012940.013131+1.48%0.01098-15.15%0.0764✗0.65233k2022-10-12
ASMAssemble AIEthereum0.021020.021612+2.82%0.01798-14.46%0.0892✗0.61191k2022-10-12
FISStafiEthereum0.36270.378384+4.32%0.3109-14.28%0.0311✓1.061,1592022-10-12
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.