NWSL Notebook

Advanced Player Stats

Expected goals (xG) from the shot model, VAEP totals from the action-value model, and expected threat (xT) from ball progression. All models are scoped to the regular season; own goals carry no xG. Click a column header to sort. This season: regular-season data only.

Glossary
ExpectedVAEPThreat
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
1Lindsey HoranThornsMidfielder210313646.626.380.10313.9114.51-0.606.50
2Sam KerrChicago StarsForward18461610911.344.660.10410.2910.60-0.313.98
3Crystal DunnCourageMidfielder18778775.672.330.0748.338.45-0.125.43
4Tobin HeathThornsForward13307362.584.420.0727.888.32-0.455.34
5DebinhaCourageMidfielder17598626.631.370.1077.437.68-0.254.51
6Christine SinclairThornsForward22959526.082.920.1176.396.53-0.144.13
7Jaelene DanielsCourageDefender1880080.20-0.200.0256.166.41-0.2610.22
8Merritt MathiasCourageDefender20763190.712.290.0385.927.05-1.139.02
9Jess McDonaldCourageForward17167758.86-1.860.1185.776.54-0.774.96
10Kealia WattDashForward14795312.432.570.0785.055.39-0.344.05
11Lynn BiyendoloCourageForward18041411915.84-1.840.1334.785.04-0.273.80
12Rachel Ann DalyDashForward240610639.570.430.1524.735.67-0.956.34
13Chioma Grace UbogaguPrideForward15184292.761.240.0954.514.65-0.144.61
14Sam MewisCourageMidfielder11803442.460.540.0564.314.37-0.063.92
15Kailen SheridanGotham FCGoalkeeper2229004.162.611.557.22
16Danielle ColapricoChicago StarsMidfielder20431130.290.710.0224.084.54-0.455.76
17McCall ZerboniCourageMidfielder19143192.630.370.1383.895.11-1.223.60
18Abby ErcegCourageDefender22982252.22-0.220.0893.853.390.454.06
19Alyssa NaeherChicago StarsGoalkeeper2135003.462.800.656.41
20Sarah WoldmoeGotham FCMidfielder2290290.671.330.0753.444.07-0.643.49
21Jane CampbellDashGoalkeeper2414003.382.400.985.84
22Abby DahlkemperCourageDefender1818010.03-0.030.0283.334.57-1.246.54
23Alyssa MautzChicago StarsMidfielder17775272.812.190.1043.263.63-0.374.22
24Sofia HuertaDashDefender22808776.661.340.0863.243.66-0.425.91
25Savannah McCaskillGotham FCMidfielder16173302.090.910.0703.163.89-0.734.29
26Allie LongReignMidfielder18183203.25-0.250.1623.123.41-0.292.70
27Aubrey KingsburySpiritGoalkeeper2004010.000.000.0003.111.961.154.93
28Theresa Nielsen EslundReignDefender1793150.110.890.0222.993.76-0.787.15
29Megan RapinoeReignForward13937865.271.730.0612.853.56-0.708.46
30Linda MotlhaloDashMidfielder20131180.590.410.0332.832.120.712.24
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
31T. ComeauDashMidfielder2138150.170.830.0342.803.62-0.826.93
32Adrianna FranchThornsGoalkeeper1344002.751.531.223.17
33Katie LampsonRoyalsForward13056343.962.040.1172.712.97-0.261.32
34Megan MontefuscoReignDefender1936121.07-0.070.5372.713.68-0.975.60
35Jodie TaylorReignForward21819606.902.100.1152.693.06-0.381.87
36Lydia WilliamsReignGoalkeeper1552002.671.541.132.62
37Arin WrightChicago StarsDefender21620230.80-0.800.0352.633.56-0.938.60
38Rachel HillPrideForward10594203.100.900.1552.602.99-0.391.96
39Katelyn RowlandCourageGoalkeeper1729002.451.510.942.77
40Rebecca MorosRoyalsMidfielder1980010.07-0.070.0702.372.80-0.435.80
41Ashlyn HarrisPrideGoalkeeper2181002.371.780.593.77
42Abby SmithRoyalsGoalkeeper1604002.301.460.834.10
43Veronica LatskoDashForward11884241.932.070.0802.272.48-0.212.08
44Vanessa DiBernardoChicago StarsMidfielder7352211.600.400.0762.252.36-0.112.43
45Christine NairnPrideMidfielder12131130.500.500.0392.242.38-0.144.86
46Meghan KlingenbergThornsDefender1852040.46-0.460.1142.243.35-1.127.78
47Ellie Madison CarpenterThornsDefender13711100.920.080.0922.222.69-0.474.58
48Imani DorseyGotham FCDefender10904294.27-0.270.1472.212.33-0.111.62
49Emily SonnettThornsDefender1865150.820.180.1642.203.52-1.325.25
50Sydney LerouxPrideForward16536514.061.940.0802.142.47-0.332.07
51Lauren BarnesReignDefender1808040.10-0.100.0252.052.87-0.825.84
52Thembi KgatlanaDashMidfielder5892151.450.550.0971.952.18-0.230.94
53MartaPrideForward15264443.170.830.0721.902.44-0.544.62
54Amy RodriguezRoyalsForward13725456.34-1.340.1411.842.08-0.240.68
55Shelina Laura ZadorskyPrideDefender2366050.000.000.0001.792.68-0.884.62
56Rachel CorsieRoyalsDefender22730101.35-1.350.1351.762.39-0.635.13
57Dani WeatherholtPrideMidfielder19522191.310.690.0691.712.08-0.372.53
58Haley McCutcheonDashDefender16901110.300.700.0271.661.96-0.302.60
59Kristie MewisDashMidfielder9632121.250.750.1041.622.85-1.233.65
60Brittany RatcliffeRoyalsForward404240.451.550.1131.571.74-0.170.52
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
61Toni PressleyPrideDefender8281100.900.100.0901.561.61-0.062.55
62Katie LindChicago StarsDefender2214140.460.540.1151.492.26-0.773.96
63Ali KriegerPrideDefender1822090.80-0.800.0891.491.90-0.415.51
64Carson PickettPrideDefender1485070.20-0.200.0281.451.92-0.474.57
65QuinnSpiritMidfielder1450050.10-0.100.0201.451.71-0.264.00
66Casey KruegerChicago StarsDefender699160.140.860.0231.401.57-0.162.09
67Britt Ellen EckerstromThornsGoalkeeper951001.380.880.511.58
68Taylor SmithSpiritForward21730120.39-0.390.0331.362.48-1.117.20
69Kate Elizabeth BowenRoyalsDefender15900100.03-0.030.0031.351.89-0.546.06
70Estelle JohnsonSpiritDefender2003020.000.000.0001.341.60-0.264.13
71Katherine ReynoldsThornsDefender1500120.450.550.2271.332.53-1.214.45
72Amber BrooksDashDefender24141140.680.320.0481.312.72-1.415.39
73Jess FishlockReignMidfielder16372372.87-0.870.0771.291.76-0.473.71
74Madison TiernanGotham FCMidfielder13482161.680.320.1051.282.24-0.963.13
75Becky SauerbrunnRoyalsDefender1875030.07-0.070.0231.272.19-0.923.99
76Emily MengesThornsDefender1391001.261.65-0.392.89
77Desiree ScottRoyalsMidfielder1936040.06-0.060.0141.181.170.011.80
78Diana MathesonRoyalsMidfielder14182150.971.030.0651.181.48-0.303.11
79Nichelle PrinceDashForward10681212.55-1.550.1221.161.32-0.162.73
80W. ChurchSpiritDefender2006070.03-0.030.0041.162.11-0.955.54
81AndressinhaThornsMidfielder9170141.05-1.050.0751.161.25-0.092.25
82Kristen EdmondsPrideDefender1180151.01-0.010.2021.141.47-0.332.72
83Amanda FrisbieGotham FCDefender1413040.03-0.030.0071.131.81-0.683.96
84Michelle BetosReignGoalkeeper760001.110.760.341.33
85Nicole BarnhartRoyalsGoalkeeper740001.080.550.541.07
86Domi RichardsonGotham FCMidfielder1478060.19-0.190.0311.061.77-0.713.64
87Christina GibbonsGotham FCDefender1551010.07-0.070.0701.061.83-0.773.69
88Midge PurceThornsForward13810110.27-0.270.0241.061.77-0.715.01
89Caprice DydascoSpiritDefender20700130.55-0.550.0421.042.21-1.177.73
90Estefanía BaniniSpiritMidfielder9161241.47-0.470.0611.021.25-0.232.10
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
91Janine van WykDashDefender1929020.000.000.0001.011.31-0.303.22
92Allysha ChapmanDashDefender1556020.07-0.070.0350.962.05-1.094.10
93Arielle Leah ShipSpiritForward54120.850.150.4230.940.910.030.14
94Sydney MiramontezRoyalsDefender698010.03-0.030.0280.931.39-0.463.60
95Kelli HublyThornsDefender863000.891.01-0.122.45
96MônicaPrideDefender1652030.000.000.0000.831.63-0.802.41
97Mallory SwansonSpiritForward11272252.32-0.320.0930.830.94-0.112.48
98Frannie CrouseCourageForward40130.570.430.1910.830.83-0.010.04
99Yuki NagasatoChicago StarsForward17394353.930.070.1120.811.20-0.392.75
100Kyah SimonDashForward9862261.520.480.0590.801.25-0.451.79
101Kelley O'HaraRoyalsDefender528190.830.170.0930.790.98-0.191.81
102Rumi UtsugiReignDefender12901190.720.280.0380.790.81-0.032.65
103Sarah GordenChicago StarsDefender1370010.65-0.650.6460.731.13-0.403.26
104Kristen HamiltonCourageForward8843272.250.750.0830.731.71-0.991.59
105Katie JohnsonGotham FCForward12114284.36-0.360.1560.680.94-0.251.76
106Lo'eau LaBontaRoyalsMidfielder952030.000.000.0000.630.71-0.081.82
107Rebekah Ashley StottGotham FCDefender816020.000.000.0000.630.76-0.131.56
108Jasmyne SpencerReignDefender10711202.33-1.330.1160.590.72-0.131.67
109Lauren KaskieChicago StarsMidfielder232150.380.620.0760.580.74-0.150.37
110Sabrina D'AngeloCourageGoalkeeper569000.580.490.080.76
111Meggie Dougherty HowardSpiritMidfielder15420120.08-0.080.0070.570.78-0.212.45
112Nahomi KawasumiReignMidfielder899070.65-0.650.0920.570.74-0.172.35
113Kaleigh KurtzCourageDefender572010.000.000.0000.560.75-0.192.06
114Christen PressRoyalsForward10692412.66-0.660.0650.560.76-0.202.90
115DiDi HaracicSpiritGoalkeeper187000.560.130.420.38
116Steph CatleyReignDefender1520010.000.000.0000.541.72-1.184.86
117Taylor LytleRoyalsMidfielder531010.000.000.0000.450.55-0.111.34
118Kimberly KeeverDashDefender759151.09-0.090.2180.420.75-0.321.75
119Heather O'ReillyCourageMidfielder320010.000.000.0000.380.330.050.94
120Erika TymrakRoyalsMidfielder5441151.25-0.250.0830.350.45-0.101.51
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
121Haley KopmeyerPrideGoalkeeper283000.330.180.150.45
122Joanna LohmanSpiritMidfielder4831101.29-0.290.1290.290.56-0.270.28
123PolianaPrideDefender7600110.10-0.100.0090.270.46-0.192.49
124Emily BoydChicago StarsGoalkeeper193000.260.220.050.44
125Kelsey WysSpiritGoalkeeper95000.250.100.150.19
126Elizabeth EddyCourageDefender111000.240.200.040.34
127Erica Marie SkroskiGotham FCDefender1726010.11-0.110.1120.211.50-1.283.32
128Morgan AndrewsReignMidfielder833090.13-0.130.0140.180.29-0.112.07
129Caroline CaseyGotham FCGoalkeeper96000.180.080.100.15
130Hayley RasoThornsForward7892192.60-0.600.1370.180.30-0.121.67
131Meleana ShimDashMidfielder631070.06-0.060.0080.160.22-0.060.97
132Zoe ClarkSpiritDefender95000.160.050.100.12
133Lindsay Elizabeth AgnewDashForward664040.03-0.030.0070.140.39-0.251.54
134Mallory EubanksSpiritForward572060.13-0.130.0210.130.090.041.34
135Mandy FreemanGotham FCDefender1908010.000.000.0000.121.40-1.283.60
136Morgan ProffittSpiritMidfielder213010.000.000.0000.110.080.030.27
137Elizabeth BallThornsDefender136000.100.16-0.060.32
138Samantha JohnsonRoyalsDefender1470090.38-0.380.0420.091.29-1.203.26
139Meredith SpeckCourageMidfielder310010.000.000.0000.090.000.090.45
140Alanna KennedyPrideDefender20802342.60-0.600.0770.090.97-0.883.78
141Julie ErtzChicago StarsMidfielder12120100.78-0.780.0780.080.44-0.353.22
142Cari RoccaroCourageMidfielder183000.080.08-0.010.15
143Nickolette Taylor DriesseGotham FCMidfielder13000.050.060.000.05
144Eliza BonaGotham FCMidfielder40000.050.030.020.11
145Morgan GautratChicago StarsMidfielder5700110.73-0.730.0670.050.020.041.13
146Madeline BauerReignDefender20000.030.030.010.05
147Bridget CallahanPrideMidfielder4000.010.010.000.00
148Ryan WilliamsCourageDefender23000.000.03-0.020.06
149Alexa NewfieldRoyalsMidfielder26000.000.000.000.01
150Allison PalischDashMidfielder20000.000.000.000.07
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
151Joelle Catherine JohnsonReignForward18000.000.00-0.010.02
152Y. AverbuchReignMidfielder9400-0.010.04-0.050.20
153S. McCaffreyChicago StarsForward1800-0.01-0.010.000.03
154Megan CrossonSpiritDefender9500-0.020.06-0.070.26
155Christen WestphalReignDefender751010.03-0.030.028-0.020.59-0.611.90
156Havana SolaunSpiritMidfielder544060.50-0.500.084-0.020.02-0.040.80
157Yuri KawamuraCourageMidfielder11500-0.03-0.01-0.030.27
158Danica EvansPrideForward77010.000.000.000-0.05-0.02-0.020.14
159Andi SullivanSpiritMidfielder20970351.87-1.870.053-0.050.22-0.273.77
160Tori HusterSpiritMidfielder13420130.43-0.430.033-0.060.17-0.222.97
161Claire Elizabeth FalknorDashMidfielder3500-0.06-0.01-0.050.01
162Rosemary Eleanor Florence WhiteChicago StarsMidfielder4431151.05-0.050.070-0.060.13-0.190.72
163Katrina-Lee GorryRoyalsMidfielder11200240.24-0.240.010-0.070.50-0.574.38
164Kristen McNabbReignDefender1290010.10-0.100.100-0.100.48-0.582.04
165Carli LloydGotham FCForward16944563.870.130.069-0.111.16-1.274.83
166Sydney Abigail ElinskyPrideMidfielder4600-0.11-0.150.040.10
167Kiersten DallstreamReignForward167030.000.000.000-0.12-0.02-0.100.41
168CamilinhaPrideMidfielder3620150.34-0.340.023-0.140.02-0.161.00
169Alex MorganPrideForward17415514.510.490.088-0.140.24-0.381.84
170Angela SalemThornsMidfielder180010.000.000.000-0.15-0.02-0.130.22
171Michaela-Batya Bisi AbamGotham FCForward71010.000.000.000-0.15-0.11-0.030.17
172Tiffany WeimerSpiritMidfielder9500-0.15-0.11-0.040.12
173Tiffany McCartySpiritForward6900-0.15-0.08-0.070.08
174Nikki StantonChicago StarsMidfielder1520020.03-0.030.014-0.160.46-0.621.41
175Clare PolkinghorneDashDefender941070.13-0.130.018-0.160.63-0.791.35
176Elise Hove ThorsnesRoyalsForward400020.18-0.180.091-0.17-0.11-0.060.53
177Elizabeth AddoReignForward733070.74-0.740.105-0.17-0.01-0.171.26
178Michele VasconcelosChicago StarsMidfielder10211151.97-0.970.131-0.190.07-0.261.68
179Celeste Anais BoureilleThornsMidfielder16880100.67-0.670.067-0.190.17-0.362.16
180Amandine Pierre-LouisGotham FCDefender62010.000.000.000-0.19-0.08-0.120.13
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
181Cali Jean FarquharsonSpiritForward172030.39-0.390.129-0.20-0.18-0.010.22
182Rose LavelleSpiritMidfielder458070.22-0.220.031-0.22-0.14-0.080.83
183Erin YenneyChicago StarsMidfielder45030.03-0.030.009-0.25-0.18-0.070.15
184ThaisaGotham FCMidfielder410040.13-0.130.032-0.26-0.19-0.070.36
185A. KleinerReignDefender464020.03-0.030.014-0.290.04-0.331.30
186Brooke ElbyChicago StarsDefender8890110.47-0.470.042-0.310.60-0.912.15
187Bev YanezReignMidfielder11972262.46-0.460.094-0.310.05-0.361.55
188Adriana LeonReignForward252080.57-0.570.071-0.48-0.42-0.060.42
189Jennifer HoyGotham FCForward313040.10-0.100.025-0.60-0.42-0.180.40
190McKenzie MeehanGotham FCMidfielder437090.91-0.910.101-0.61-0.35-0.250.55
191Darian Michelle JenkinsCourageForward252070.17-0.170.024-0.62-0.61-0.020.44
192Rocky RodríguezGotham FCMidfielder10110170.34-0.340.020-0.630.40-1.031.40
193Summer GreenChicago StarsForward340030.000.000.000-0.64-0.51-0.130.38
194Caitlin FoordThornsForward302080.07-0.070.009-0.65-0.63-0.020.27
195Savannah JordanDashForward453050.07-0.070.014-0.68-0.56-0.130.31
196Denise O'SullivanCourageMidfielder18220310.72-0.720.023-0.76-0.34-0.422.35
197Ashley HatchSpiritForward20324754.89-0.890.065-0.81-0.11-0.702.00
198Ifeoma OnumonuThornsForward340090.40-0.400.044-0.84-0.77-0.070.48
199Janine SonisGotham FCForward11060170.80-0.800.047-0.85-0.44-0.413.35
200Mallory WeberThornsDefender749071.04-1.040.148-0.88-0.62-0.260.97
201Tyler LussiThornsForward4381171.44-0.440.084-1.06-0.96-0.110.40
202Shea GroomGotham FCMidfielder16002394.51-2.510.116-1.18-0.72-0.463.02
203Emily van EgmondPrideMidfielder13160150.52-0.520.035-1.32-0.77-0.553.30
204Francisca OrdegaSpiritForward12263343.78-0.780.111-1.58-1.15-0.431.53
205Ana-Maria CrnogorcevicThornsForward14605374.760.240.129-1.91-0.90-1.011.03
206Gunnhildur Yrsa JónsdóttirRoyalsMidfielder23441363.53-2.530.098-2.49-1.19-1.303.78