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
1MartaPrideForward204613657.985.020.12310.4210.360.065.32
2Sam KerrGotham FCForward20291710711.745.260.11010.3510.75-0.404.18
3Megan RapinoeReignForward158912628.093.910.1307.378.47-1.098.89
4AndressinhaDashMidfielder16272291.470.530.0516.766.590.176.24
5Sam MewisCourageMidfielder22386553.252.750.0596.447.11-0.678.07
6Emily SonnettThornsDefender2278360.712.290.1195.687.07-1.396.34
7Amandine HenryThornsMidfielder16883241.711.290.0715.675.580.085.76
8Julie ErtzChicago StarsMidfielder20374192.591.410.1365.645.98-0.345.54
9Alex MorganPrideForward11279466.542.460.1425.445.63-0.181.73
10Nahomi KawasumiReignMidfielder20076303.452.550.1155.435.71-0.284.73
11Christine SinclairThornsForward22428645.812.190.0914.855.45-0.602.94
12Alyssa NaeherChicago StarsGoalkeeper2094004.742.522.235.25
13Becky SauerbrunnKansasDefender2106180.140.860.0184.644.66-0.036.22
14Jess FishlockReignMidfielder18407394.232.770.1084.455.36-0.924.41
15Abby DahlkemperCourageDefender2300030.000.000.0004.375.53-1.169.31
16Kelley O'HaraGotham FCDefender16594343.001.000.0884.204.78-0.588.13
17Y. AverbuchKansasMidfielder21681180.670.330.0374.205.10-0.918.53
18Ashley HatchCourageForward12907534.912.090.0934.184.34-0.162.47
19Adrianna FranchThornsGoalkeeper2278004.152.791.365.95
20Vanessa DiBernardoChicago StarsMidfielder17603372.100.900.0574.114.51-0.406.20
21Nicole BarnhartKansasGoalkeeper2293004.051.772.283.42
22Estelle JohnsonSpiritDefender1766290.751.250.0844.034.60-0.565.43
23Mallory SwansonSpiritForward12766463.892.110.0853.964.27-0.304.04
24Lindsey HoranThornsMidfielder22294611.912.090.0313.905.22-1.324.70
25Rocky RodríguezGotham FCMidfielder15324222.601.400.1183.874.17-0.302.10
26Hayley RasoThornsForward18666273.322.680.1233.844.20-0.353.28
27Sofia HuertaChicago StarsDefender20776512.733.270.0543.764.88-1.134.64
28McCall ZerboniCourageMidfielder21353292.360.640.0813.754.04-0.294.05
29CamilinhaPrideMidfielder20044511.122.880.0223.754.33-0.594.58
30Adriana LeonBreakersForward18256496.33-0.330.1293.584.22-0.643.93
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
31PolianaDashDefender16864271.462.540.0543.573.62-0.054.59
32Chioma Grace UbogaguPrideForward13964391.172.830.0303.543.87-0.334.25
33Havana SolaunSpiritMidfielder18065314.500.500.1453.543.82-0.294.25
34Ali KriegerPrideDefender23180110.13-0.130.0123.514.42-0.917.21
35Haley KopmeyerReignGoalkeeper1905003.381.761.623.70
36Rose LavelleBreakersMidfielder8042120.891.110.0743.313.230.092.47
37Mandy FreemanGotham FCDefender1906030.000.000.0003.143.000.143.47
38Stephanie Lynn Marie LabbéSpiritGoalkeeper1626003.032.400.636.39
39Jaelene DanielsCourageDefender1879070.08-0.080.0123.033.84-0.817.91
40Lynn BiyendoloCourageForward192691058.570.430.0823.003.41-0.424.31
41DebinhaCourageMidfielder15714432.631.370.0612.903.02-0.123.05
42Natasha Khalila DowieBreakersForward17357374.652.350.1262.793.08-0.290.54
43Katelyn RowlandCourageGoalkeeper1536002.781.521.263.18
44Alanna KennedyPrideDefender22604322.151.850.0672.764.81-2.054.66
45Rebekah Ashley StottReignDefender18270130.59-0.590.0462.732.530.205.85
46Maegan Lynn Kelly RosaKansasMidfielder7855303.371.630.1122.732.78-0.051.64
47Jess McDonaldCourageForward11254383.800.200.1002.572.87-0.303.30
48Kristen EdmondsPrideDefender19182141.370.630.0982.483.03-0.554.94
49Steph CatleyPrideDefender2176090.03-0.030.0032.443.68-1.258.15
50Desiree ScottKansasMidfielder1920070.03-0.030.0042.432.63-0.202.94
51Katie JohnsonReignForward9104223.690.310.1682.362.62-0.260.91
52Shea GroomKansasMidfielder18765515.20-0.200.1022.332.85-0.523.42
53M. HayesGotham FCForward11555243.521.480.1472.322.240.091.74
54Kailen SheridanGotham FCGoalkeeper2098010.000.000.0002.272.63-0.357.24
55Francisca OrdegaSpiritForward10104242.081.920.0872.252.27-0.021.30
56Danielle ColapricoChicago StarsMidfielder19971110.670.330.0612.212.55-0.345.63
57Kealia WattDashForward8862250.811.190.0332.192.22-0.042.08
58Emily MengesThornsDefender2169002.182.60-0.424.50
59Lo'eau LaBontaKansasMidfielder18152301.980.020.0662.162.33-0.174.15
60Christie PearceGotham FCDefender1524010.000.000.0002.142.18-0.032.98
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
61Brittany KolmelKansasDefender21030100.42-0.420.0422.122.80-0.688.01
62Cheyna MatthewsSpiritForward13235424.710.290.1122.092.28-0.192.02
63Christina GibbonsKansasDefender22171130.720.280.0562.072.63-0.565.13
64Jane CampbellDashGoalkeeper1527002.071.530.533.68
65Allie LongThornsMidfielder16912333.17-1.170.0961.981.880.102.16
66Amber BrooksDashDefender22921211.17-0.170.0561.973.67-1.707.47
67Leah Danielle GaltonGotham FCMidfielder723271.370.630.1951.941.820.121.64
68Toni PressleyPrideDefender13471160.690.310.0431.872.48-0.614.60
69Christine NairnReignMidfielder16751181.02-0.020.0571.782.06-0.284.62
70Kristen HamiltonCourageForward11333314.28-1.280.1381.761.89-0.121.86
71Madison TiernanGotham FCMidfielder11123211.701.300.0811.751.84-0.101.84
72Midge PurceBreakersForward14881200.540.460.0271.752.44-0.694.38
73C. LevinDashDefender2105080.11-0.110.0141.742.07-0.334.92
74Meggie Dougherty HowardSpiritMidfielder20301181.13-0.130.0631.702.01-0.313.53
75W. ChurchSpiritDefender2108140.180.820.0441.622.53-0.924.07
76Dani WeatherholtPrideMidfielder1557180.550.450.0691.611.91-0.302.10
77Kristie MewisSpiritMidfielder14903411.871.130.0461.591.91-0.324.68
78Samantha JohnsonChicago StarsDefender1849010.03-0.030.0281.562.07-0.514.21
79Nichelle PrinceDashForward15833322.510.490.0791.531.73-0.202.28
80Rachel Ann DalyDashForward21415652.962.040.0451.481.86-0.385.03
81Meghan KlingenbergThornsDefender2043080.15-0.150.0191.482.32-0.847.40
82Lauren BarnesReignDefender2013020.000.000.0001.482.76-1.285.68
83Denise O'SullivanDashMidfielder10130110.22-0.220.0201.481.53-0.050.89
84Shelina Laura ZadorskySpiritDefender1913060.03-0.030.0051.442.12-0.685.06
85Rumi UtsugiReignDefender17541180.970.030.0541.441.49-0.052.87
86Rosemary Eleanor Florence WhiteBreakersMidfielder18694452.751.250.0611.382.19-0.814.00
87Arin WrightChicago StarsDefender1847090.34-0.340.0381.342.39-1.056.83
88Lydia WilliamsDashGoalkeeper1050001.320.910.411.31
89Erika TymrakKansasMidfielder440281.070.930.1341.311.50-0.190.90
90Abby SmithBreakersGoalkeeper1803001.281.99-0.715.10
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
91Line Sigvardsen JensenSpiritMidfielder595140.180.820.0441.241.27-0.030.55
92Rachel HillPrideForward7843192.740.260.1441.161.23-0.070.89
93Ashleigh SykesThornsForward10261110.250.750.0221.151.49-0.352.55
94Ashlyn HarrisPrideGoalkeeper1187001.150.830.321.48
95Sabrina D'AngeloCourageGoalkeeper764001.120.800.321.67
96Taylor LytleGotham FCMidfielder17360201.01-1.010.0501.101.42-0.324.45
97Aubrey KingsburyPrideGoalkeeper1060010.000.000.0001.100.940.161.49
98Katie LindChicago StarsDefender2062030.65-0.650.2151.081.54-0.455.24
99Megan MontefuscoBreakersDefender2182080.32-0.320.0401.072.34-1.266.69
100Lindsay ElstonReignMidfielder9961190.950.050.0501.041.24-0.201.83
101Bev YanezReignMidfielder13784273.260.740.1211.011.20-0.191.23
102Cari RoccaroDashMidfielder1587020.03-0.030.0141.011.86-0.852.92
103Rebecca MorosKansasMidfielder1632040.000.000.0001.001.54-0.544.46
104Domi RichardsonGotham FCMidfielder662000.980.970.012.13
105MônicaPrideDefender1365060.07-0.070.0120.971.33-0.352.11
106Christen WestphalBreakersDefender1181000.951.24-0.302.73
107Christen PressChicago StarsForward21121110212.01-1.010.1180.942.56-1.624.24
108Jasmyne SpencerPrideDefender11533192.270.730.1190.871.06-0.191.66
109Amy RodriguezKansasForward56130.720.280.2400.860.850.010.03
110Kayla MillsGotham FCDefender1213020.10-0.100.0500.821.96-1.143.96
111Taylor SmithCourageForward18870110.07-0.070.0060.792.44-1.665.57
112Allysha ChapmanBreakersDefender1705070.03-0.030.0040.751.49-0.755.18
113Alexa NewfieldKansasMidfielder7402160.561.440.0350.711.10-0.392.40
114Sammy Jo PrudhommeBreakersGoalkeeper475000.710.490.220.88
115Estefanía BaniniSpiritMidfielder5821161.03-0.030.0640.700.72-0.021.31
116Carson PickettReignDefender19660100.21-0.210.0210.691.27-0.585.64
117A. KleinerSpiritDefender1077060.17-0.170.0280.680.290.393.14
118Caprice DydascoSpiritDefender1215060.07-0.070.0120.680.91-0.233.97
119Larissa Rose CrummerReignForward73120.420.580.2120.680.76-0.080.06
120Janine SonisDashForward19252503.24-1.240.0650.630.80-0.166.06
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
121Kiersten DallstreamReignForward420160.820.180.1370.620.73-0.110.93
122Casey KruegerChicago StarsDefender20261160.770.230.0480.612.38-1.776.33
123Janine van WykDashDefender1548010.000.000.0000.561.17-0.612.71
124Yuri KawamuraCourageMidfielder626020.03-0.030.0140.560.61-0.050.87
125Daphné Marie CorbozGotham FCMidfielder12351240.640.360.0270.500.76-0.273.86
126Katherine ReynoldsThornsDefender926000.491.22-0.733.04
127Alyssa MautzChicago StarsMidfielder14812211.730.270.0820.480.77-0.293.54
128Yuki NagasatoChicago StarsForward332130.790.210.2620.470.57-0.100.59
129Angela SalemBreakersMidfielder22230130.13-0.130.0100.460.67-0.213.46
130Amanda FrisbieBreakersDefender795010.03-0.030.0280.460.83-0.372.20
131Brittany RatcliffeKansasForward11611210.400.600.0190.440.60-0.161.64
132Cambria PrivettDashMidfielder840030.07-0.070.0230.380.50-0.111.51
133Carli LloydDashForward6832321.930.070.0600.370.60-0.232.51
134Sydney LerouxKansasForward21036633.462.540.0550.370.97-0.602.05
135Celeste Anais BoureilleThornsMidfielder1254000.371.09-0.723.55
136Abby ErcegCourageDefender21061190.960.040.0500.351.11-0.762.96
137M. DaltonChicago StarsGoalkeeper186000.320.240.080.45
138Morgan GautratDashMidfielder764040.000.000.0000.320.210.111.04
139Arielle Leah ShipSpiritForward7161150.440.560.0300.310.49-0.181.18
140Madalyn SchiffelReignGoalkeeper94000.310.090.220.11
141Danica EvansPrideForward263170.720.280.1030.300.34-0.040.28
142Sam WittemanCourageMidfielder451010.000.000.0000.290.41-0.121.34
143Sydney MiramontezKansasDefender472010.000.000.0000.270.64-0.372.24
144Nadia NadimThornsForward11786386.69-0.690.1760.270.61-0.342.90
145Claire Elizabeth FalknorDashMidfielder306010.000.000.0000.270.28-0.010.68
146Rachel CorsieReignDefender1206030.000.000.0000.201.18-0.983.05
147C. StanleyPrideGoalkeeper71000.180.060.130.13
148Kate Elizabeth BowenKansasDefender11172151.200.800.0800.180.65-0.471.75
149Julie KingBreakersDefender19951140.490.510.0350.152.18-2.036.05
150Elli ReedReignDefender117000.090.11-0.030.35
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
151Christina BurkenroadPrideForward19010.000.000.0000.080.070.000.12
152Sarah GordenChicago StarsDefender239000.070.15-0.080.46
153Nickolette Taylor DriessePrideMidfielder69000.070.000.070.09
154Meghan CoxThornsMidfielder305010.000.000.0000.060.38-0.321.14
155Madeline BauerReignDefender181000.060.14-0.080.58
156Nora Holstad BergeCourageDefender92000.050.08-0.020.11
157Tori HusterSpiritMidfielder18300250.30-0.300.0120.040.47-0.443.79
158Tiffany WeimerBreakersMidfielder836060.36-0.360.0600.030.23-0.201.86
159Joanna LohmanSpiritMidfielder21000.030.04-0.010.03
160Kendall JohnsonThornsDefender32000.030.05-0.020.00
161Cassidy BenintenteGotham FCDefender38000.03-0.040.060.12
162M. MorrisThornsForward18000.020.03-0.010.04
163Jennifer HoyChicago StarsForward6632121.680.320.1400.010.91-0.900.76
164Merritt MathiasReignDefender14962221.010.990.0460.000.96-0.963.28
165Natasha KaiGotham FCForward22000.000.000.000.05
166Cameron CastleberrySpiritMidfielder3900-0.01-0.020.020.09
167Kelli HublyThornsDefender2400-0.020.00-0.02-0.01
168Amanda DaCostaBreakersMidfielder426140.870.130.219-0.020.05-0.070.41
169T. ComeauChicago StarsMidfielder1172090.43-0.430.048-0.031.01-1.043.13
170Nikki StantonGotham FCMidfielder1099060.38-0.380.064-0.030.57-0.611.67
171Meredith SpeckCourageMidfielder22600-0.050.05-0.110.66
172Elizabeth EddyCourageDefender8700-0.06-0.050.000.09
173Summer GreenChicago StarsForward171010.03-0.030.028-0.060.01-0.070.22
174Morgan AndrewsBreakersMidfielder11170160.28-0.280.018-0.070.28-0.342.76
175RosanaCourageMidfielder82010.000.000.000-0.07-0.05-0.020.09
176Melissa HendersonDashForward23010.000.000.000-0.07-0.04-0.030.05
177Emilie Bosshard HaaviBreakersForward473040.000.000.000-0.100.11-0.211.49
178Stephanie OchsCourageDefender81010.000.000.000-0.10-0.08-0.020.17
179Meleana ShimThornsMidfielder226040.000.000.000-0.11-0.08-0.030.87
180Sarah WoldmoeGotham FCMidfielder21515205.19-0.190.259-0.120.25-0.372.76
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
181Savannah JordanThornsForward25020.000.000.000-0.12-0.130.010.01
182Caroline FlynnKansasMidfielder219030.000.000.000-0.16-0.10-0.060.49
183Crystal Elaine Marie ThomasSpiritForward29020.000.000.000-0.16-0.15-0.010.04
184Tyler LussiThornsForward3001150.690.310.046-0.18-0.09-0.090.35
185DiDi HaracicSpiritGoalkeeper67300-0.180.86-1.032.18
186Lindsay Elizabeth AgnewSpiritForward325070.17-0.170.024-0.19-0.16-0.040.87
187Hayley Jean DowdBreakersForward29010.25-0.250.247-0.20-0.19-0.010.01
188Caitlyn Josephine HeapDashMidfielder393060.07-0.070.012-0.20-0.230.030.57
189Erin Dorothy SimonGotham FCDefender53300-0.241.03-1.271.81
190Lauren KaskieChicago StarsMidfielder248020.000.000.000-0.25-0.03-0.220.57
191Katie LampsonBreakersForward824080.000.000.000-0.25-0.16-0.090.77
192Morgan ProffittChicago StarsMidfielder414030.03-0.030.009-0.25-0.10-0.150.59
193Tobin HeathThornsForward83040.10-0.100.025-0.36-0.30-0.060.35
194Brooke ElbyBreakersDefender897070.18-0.180.026-0.390.03-0.422.23
195Dagný BrynjarsdóttirThornsMidfielder537050.16-0.160.033-0.400.02-0.421.26
196Cali Jean FarquharsonSpiritForward396050.18-0.180.035-0.55-0.43-0.120.56
197Makenzy RobbeCourageForward12520130.35-0.350.027-0.57-0.29-0.283.03
198Erica Marie SkroskiGotham FCDefender1848130.720.280.240-0.592.59-3.184.42
199Mallory WeberThornsDefender631140.720.280.180-0.67-0.33-0.340.42
200Caroline CaseyGotham FCGoalkeeper18800-0.800.16-0.960.32
201Jamia FieldsPrideForward674090.45-0.450.050-0.91-0.04-0.871.43
202S. McCaffreyChicago StarsForward406080.47-0.470.059-0.94-0.76-0.180.64
203Madlyn EvansPrideMidfielder556030.07-0.070.023-0.97-0.81-0.160.36
204Ifeoma OnumonuBreakersForward6140160.63-0.630.039-1.02-0.93-0.090.76
205Laura Colleen Gloria Alleway BrockPrideDefender14800-1.140.13-1.270.40
206S. HagenDashForward7432272.81-0.810.104-1.15-0.33-0.820.56
207Bruna BenitesDashDefender914020.000.000.000-1.160.55-1.711.76
208K. KallmanSpiritDefender1482010.000.000.000-1.651.15-2.803.23
209McKenzie MeehanGotham FCMidfielder6830260.59-0.590.023-1.87-1.74-0.130.94
210Kristen McNabbReignDefender1392180.270.730.034-2.010.73-2.742.69
RkPlayerTeamPosMinGlsShxGG−xGxG/ShVAEPOffDefxT
211Ashley HerndonThornsMidfielder1300