2022 NWSL Season

Composite Ratings

Our overall player rating: a form-weighted composite built from five components — xG, ball carries, passes into the box, defensive value, and goalkeeping. Values are season averages across every selection-model run; each component is shown before the overall score. Distinct from the NWSL's official year-end Best XI award.

Glossary

			Components
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite ▾
1	Sophia Wilson	Thorns	1.410	1.786	0.826	2.797		1.654
2	Bianca St-Georges	Chicago Stars	2.130	2.307	0.234	2.062		1.585
3	Kristen Hamilton	KC Current	2.424	1.048	-0.366	-0.660		1.339
4	Mallory Swanson	Chicago Stars	1.921	0.497	-0.052	1.306		1.275
5	Elizabeth Ball	KC Current	-0.417	1.499	1.139	1.405		1.257
6	Hina Sugita	Thorns	3.174	0.684	1.783	-0.139		1.140
7	Belle Briede	San Diego Wave	1.633	1.266	0.753	0.940		1.069
8	Debinha	Courage	1.214	0.213	0.483	1.477		0.930
9	Fuka Nagano	Courage	1.935	-1.138	1.802	0.128		0.882
10	Abby Erceg	Courage	1.224	-0.042	0.544	1.144		0.880
11	Kristie Mewis	Gotham FC	1.154	-0.065	1.704	0.657		0.865
12	Taylor Smith	Courage	0.892	1.307	-0.557	0.927		0.856
13	Kelli Hubly	Thorns	0.307	1.406	0.399	0.739		0.810
14	Vanessa Gilles	Angel City	0.021	0.269	-0.910	1.680		0.809
15	Nadia Nadim	Racing Lou	1.598	-0.528	-0.252	1.064		0.808
16	Paige Nielsen	Angel City	-0.206	0.109	0.361	1.120	0.000	0.763
17	Nahomi Kawasumi	Gotham FC	1.126	0.393	0.585	1.064		0.762
18	Hailie Mace	KC Current	0.681	0.753	0.212	1.351		0.759
19	Alana Cook	Reign	0.804	0.228	0.304	1.566		0.748
20	Tziarra King	Reign	1.577	-0.522	0.532	0.241		0.748
21	Michelle Alozie	Dash	0.488	1.352	0.386	1.016		0.742
22	Nichelle Prince	Dash	1.403	0.894	-0.193	-1.149		0.733
23	Elyse Bennett	KC Current	0.126	2.625	1.110	-0.717		0.723
24	Freja Siri Margareta Olofsson	Racing Lou	-0.720	-0.629	2.004	1.273		0.718
25	Ali Krieger	Gotham FC	-1.221	-0.508	1.208	1.594		0.707
26	Makenzy Robbe	San Diego Wave	0.941	0.867	0.698	-0.355	0.000	0.704
27	Estelle Johnson	Gotham FC	-0.744	-0.556	0.685	1.042		0.704
28	Ella Stevens	Chicago Stars	1.424	-0.257	0.039	0.181		0.679
29	Diana Ordóñez	Courage	1.803	-1.333	0.747	0.229		0.677
30	Zoe Anne Morse	Chicago Stars		0.356	0.790	0.925		0.668
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
31	Arin Wright	Chicago Stars	-1.402	0.683	0.792	1.559		0.666
32	Viviana Villacorta	Pride	0.004	-0.256	1.588	0.834		0.663
33	Morgan Weaver	Thorns	0.538	1.322	0.997	-0.306		0.654
34	Lauren Milliet	Racing Lou	0.788	0.720	-0.312	1.298		0.635
35	Becky Sauerbrunn	Thorns	1.572	0.683	1.505	0.199	0.000	0.631
36	Alex Morgan	San Diego Wave	1.308	0.015	-1.766	0.991		0.630
37	Victoria Pickett	KC Current	0.436	1.184	-0.205	1.052		0.629
38	Cece Delzer	Racing Lou	1.117	0.156	0.602	-0.247		0.621
39	Sam Mewis	KC Current	-0.315	1.424	0.388	0.611		0.608
40	Brittany Ratcliffe	Courage	1.328	0.124	-0.021	-0.594		0.603
41	Dorian Bailey	Spirit	-0.726	0.493	1.241	0.694		0.600
42	Mikayla Cluff	Pride	0.681	0.497	1.200	-0.046		0.572
43	Phoebe McClernon	Reign		0.263	0.125	0.852		0.569
44	Megan Montefusco	Pride	-0.833	-0.478	1.278	1.055		0.568
45	Natalie Beckman	Thorns	-0.090	2.214	-0.389	0.434		0.562
46	Carson Pickett	Courage	-1.064	0.822	0.223	1.469		0.553
47	Mallory Weber	KC Current	-0.023	0.900	-0.767	1.869		0.552
48	Trinity Rodman	Spirit	0.645	0.627	0.744	-0.014		0.551
49	Julie Doyle	Pride	0.485	1.038	0.700	-0.302		0.540
50	Sofia Huerta	Reign	0.923	1.199	-1.434	1.740		0.530
51	Kate Del Fava	KC Current	-1.104	1.027	-0.220	1.683		0.530
52	Gemma Bonner	Racing Lou	0.436	0.232	0.963	0.414		0.525
53	Jess Fishlock	Reign	0.219	0.082	0.774	0.792		0.523
54	Addisyn Merrick	Racing Lou	-0.108	2.013	-0.600	0.255		0.508
55	Alex Chidiac	Racing Lou	0.078	1.235	0.587	0.029		0.505
56	Erin Dorothy Simon	Racing Lou		1.717	0.350	-0.373		0.497
57	Kylie Nadaner	Pride	0.791	0.025	0.933	0.282		0.490
58	Christine Sinclair	Thorns	1.837	-1.568	-0.793	0.262		0.487
59	Domi Richardson	Gotham FC	0.004	-0.095	0.701	0.986		0.483
60	Ashley Hatch	Spirit	1.702	-1.116	-1.261	0.243		0.482
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
61	Carrie Lawrence	Pride	-0.298	0.884	0.586	0.131		0.476
62	Brianna Elizabeth Visalli	Dash	1.086	0.423	0.302	0.332		0.459
63	Olivia Van der Jagt	Reign	1.966	-0.262	0.530	0.214		0.452
64	Julia Lester	Racing Lou	-0.440	1.011	1.022	0.177		0.451
65	Amanda Kowalski	Chicago Stars	2.916	0.911	0.110	-0.852		0.443
66	Julia Elisabeth Roddar	Spirit	-0.917	0.879	1.005	0.173		0.436
67	Lauren Barnes	Reign	-0.237	1.124	0.562	0.061		0.434
68	Jess McDonald	Racing Lou	1.259	-0.454	-0.411	-0.289		0.432
69	Emily Fox	Racing Lou	1.073	1.396	0.934	-1.201		0.430
70	Madison Pogarch	San Diego Wave		0.633	0.162	0.728		0.425
71	Gabby Provenzano	Thorns		-0.424		0.854		0.412
72	Jordan Baggett	Spirit	0.902	-0.617	0.711	0.272		0.409
73	Midge Purce	Gotham FC	0.215	1.500	0.207	-0.645		0.407
74	Savannah McCaskill	Angel City	0.728	-0.280	-0.283	0.872		0.397
75	Kumi Yokoyama	Gotham FC	-0.435	0.893	1.237	0.156		0.394
76	Tegan McGrady	San Diego Wave	-0.862	0.368	0.407	1.022		0.391
77	Andi Sullivan	Spirit	0.959	-0.550	0.490	0.733		0.373
78	Ebony Salmon	Dash	0.983	0.369	-2.509	0.233		0.368
79	Kerolin	Courage	-0.324	0.753	1.034	1.579		0.366
80	Malia Berkely	Courage	1.490	-0.047	0.824	-0.316		0.364
81	Michele Vasconcelos	Thorns	0.015	0.948	0.425	0.380		0.344
82	Parker Goins	Racing Lou	-0.074	1.300	0.501	0.217		0.344
83	Amber Brooks	Spirit	-0.170	0.843	0.718	-0.378		0.327
84	Hannah Betfort	Thorns	0.718	0.018	0.119	-0.349		0.323
85	Olivia Athens	Reign	1.293	-2.066	-0.018	1.285		0.321
86	Tyler Lussi	Angel City	0.025	0.898	-0.457	0.817		0.319
87	Taylor Porter	Thorns	-0.061	-0.003	0.378	0.970		0.319
88	Shea Groom	Dash	0.807	0.313	-1.369	0.885		0.318
89	Nikki Stanton	Reign	1.320	-0.710	0.526	0.456		0.315
90	Naomi Girma	San Diego Wave		0.470	1.078	-0.009		0.311
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
91	Sh'nia Demetrice Gordon	Racing Lou	-0.055	1.169	-0.577	0.633		0.302
92	Angelina	Reign	0.794	-1.434	0.360	1.449		0.292
93	Ifeoma Onumonu	Gotham FC	0.251	-0.352	1.017	1.017		0.292
94	Karina Rodríguez	Spirit	-0.232	-0.280	0.186	0.929		0.285
95	Chardonnay Curran	KC Current	-0.441	1.004	-0.709	1.024		0.279
96	Emina Ekic	Racing Lou	-0.149	0.338	0.825	1.235		0.278
97	Tobin Heath	Reign	1.000	-0.281	-0.606	-0.654		0.271
98	Kaleigh Riehl	San Diego Wave	1.937	-0.366	-0.473	1.211		0.269
99	Miriael Géanne Taylor	Angel City	-0.491	0.439	0.183	1.452		0.268
100	Jodie Taylor	San Diego Wave	0.592	-0.968	0.719	0.930		0.265
101	Jaedyn Shaw	San Diego Wave	1.371	-1.115	0.275	-1.137		0.264
102	Camryn Biegalski	Spirit	-0.294	1.900	0.347	-0.933		0.255
103	Meaghan Nally	Thorns		-0.937	0.148	1.480		0.254
104	Delanie Sheehan	Gotham FC		0.704		0.260		0.254
105	Natalie Jacobs	Dash	-0.006	0.203	0.206	0.446	0.000	0.254
106	Cari Roccaro	Angel City	2.315	-0.349	1.365	-1.387		0.253
107	Allyson Swaby	Angel City		0.853	-0.267	0.211		0.250
108	Rose Lavelle	Reign	0.010	0.127	1.267	0.572		0.249
109	Denise O'Sullivan	Courage	0.331	0.483	1.441	-1.200		0.243
110	Sarah Griffith	Chicago Stars	0.786	0.675	-0.746	0.599		0.243
111	Tinaya Chantae Evelyn Alexander	Spirit	-0.201	1.396	-0.153	-0.266		0.241
112	Taylor Hansen	San Diego Wave		1.046	0.696	-0.766		0.241
113	Darian Michelle Jenkins	Pride	0.349	0.093	0.323	0.062		0.240
114	Elizabeth Eddy	Dash	2.024	0.837	-0.287	-0.633		0.237
115	Ally Prisock	Dash	0.799	-0.444	0.896	0.174		0.236
116	Samantha Fisher	Chicago Stars	0.674	0.215	-0.912	0.525	0.000	0.236
117	Ryan Williams	Courage	0.006	1.307	-1.038	0.264		0.231
118	Tatumn Milazzo	Chicago Stars	0.401	1.682	0.490	-0.142		0.225
119	Celia Jiménez	Pride	1.354	0.443	-0.888	0.588		0.224
120	Bayley Feist	Spirit	-1.041	-0.048	0.197	1.094		0.219
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
121	Claire Emslie	Angel City	0.865	-0.170	0.127	-1.195		0.218
122	Ryan Gareis	Dash	-0.044	0.696	-0.268	0.500		0.211
123	Sam Staab	Spirit	0.114	-0.507	-2.522	1.476		0.210
124	Taylor Flint	San Diego Wave	-0.344	-0.247	-0.760	1.835		0.209
125	Joelle Anderson	Dash	0.407	-0.216		0.239		0.205
126	Gabrielle Marie Vincent	Spirit		0.561		0.214		0.204
127	Rachel Hill	Chicago Stars	0.340	0.852	-0.229	-1.059		0.201
128	Christen Westphal	San Diego Wave	-0.240	0.388	-0.159	0.620		0.199
129	Angharad James-Turner	Pride	-0.751	-1.049	2.396	-0.487		0.198
130	Gunnhildur Yrsa Jónsdóttir	Pride	1.935	-1.267	1.336	-0.725		0.192
131	Jasmyne Spencer	Angel City	-0.584	0.558	-0.092	0.536		0.185
132	Kim Little	Reign	-0.007	-1.380	1.337	0.431	0.000	0.184
133	Gina Loren Lewandowski	Gotham FC	-0.494	-0.173		0.744		0.184
134	Jaelin Howell	Racing Lou	1.288	-0.949	-1.010	1.761		0.181
135	Bethany Balcer	Reign	0.391	-1.892	0.736	2.563		0.180
136	Ally Brazier	Reign	-0.374	1.667	0.569	-0.737		0.176
137	Marisa DiGrande	Dash	1.182	-1.144	2.055	-1.133		0.168
138	Haley McCutcheon	Dash	-0.848	1.483	-1.140	0.884		0.167
139	Taylor Aylmer	Spirit	-0.104	-0.493	1.357	-0.354		0.162
140	Kayla Sharples	Chicago Stars	-0.351	-0.901	-0.509	0.651		0.156
141	Danielle Colaprico	Chicago Stars	-0.557	-0.971	1.350	0.252		0.154
142	Sam Hiatt	Reign	1.953	-0.346	-0.121	0.201		0.154
143	Nicole Baxter	Gotham FC	-0.003	-0.147	0.520	0.170		0.152
144	Sam Coffey	Thorns	-1.261	-1.625	0.397	2.087		0.150
145	Lo'eau LaBonta	KC Current	0.337	1.536	-0.887	-0.073		0.147
146	Abby Dahlkemper	San Diego Wave	-0.237	0.349	0.639	-0.401		0.144
147	Thais Reiss	Pride	-0.121	0.449		0.388		0.140
148	Kelly Ann Livingstone	Gotham FC		0.250		0.186		0.136
149	Yazmeen Ryan	Thorns	0.764	0.077	-0.415	-0.713		0.136
150	Jenna Bike	Gotham FC		0.301		0.194		0.134
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
151	Meredith Speck	Courage	-0.234	-0.392	1.052	-0.174		0.130
152	Amirah Ali	San Diego Wave	0.400	0.837	-0.104	-1.846		0.128
153	Maddie Elwell	Spirit	0.351	0.400	-0.580	-0.622	0.000	0.124
154	Simone Charley	Angel City	0.140	0.154	0.019	0.075		0.122
155	Cameron Tucker	Gotham FC	-0.466	1.336		-0.494		0.116
156	Marissa Sheva	Spirit	0.000	0.395	0.000	0.037	0.000	0.110
157	Katie Lind	Dash	0.177	-1.055	0.849	0.066		0.109
158	Alex Loera	KC Current	0.454	0.100	-0.135	0.187		0.108
159	Cali Jean Farquharson	Dash	0.011	0.232	0.031	0.114	0.000	0.103
160	Izzy Rodriguez	KC Current	-0.723	1.788	-2.506	1.705		0.098
161	Morgan Gautrat	Chicago Stars	-0.089	-0.260	0.123	0.452		0.094
162	Madeline Marie Nolf	KC Current		0.016		0.277		0.087
163	Stefany Ferrer	Angel City		0.915	-0.297	-0.307		0.086
164	Veronica Latsko	Reign	0.026	-0.278	0.573	0.552		0.084
165	Abigail Kofi Kim	Pride	-0.097	1.073	-0.293	-0.834		0.077
166	Tess Boade	Courage	-0.033	-0.424		0.610		0.072
167	Julia Ashley	Dash		1.002	-1.012	0.207		0.070
168	Addie McCain	KC Current	0.243	-0.281	0.564	-0.261		0.068
169	Madison Hammond	Angel City	-0.359	0.088	1.258	-0.919		0.064
170	Jorian Nicole Baucom	Courage	-0.038	0.436	0.506	-0.584		0.063
171	Kate Elizabeth Bowen	Courage		0.195				0.058
172	Ryanne Brown	Reign	0.000	-0.053	0.000	0.212	0.000	0.050
173	Emily Curran	Dash	-0.318	0.272	0.584	-0.485	0.000	0.050
174	Marta	Pride	-0.464	0.522	-0.235	0.188		0.047
175	Sinclaire Miramontez	Reign		1.074	-0.350	-0.389		0.047
176	Emily Sonnett	Spirit	-0.762	0.198	-0.382	0.232		0.045
177	Chelsee Teresa Washington	Pride	-0.109	-0.124	0.624	0.173		0.040
178	Mikenna McManus	Chicago Stars		0.188	-0.321	0.271		0.032
179	María Sánchez	Dash	0.051	0.782	-0.326	-1.079		0.027
180	Mandy Freeman	Gotham FC	-0.691	0.456	1.538	-1.538		0.026
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
181	Marley Canales	Reign	0.005	-0.394	0.000	0.398	0.000	0.022
182	Tierna Davidson	Chicago Stars		-1.074		0.214		0.021
183	Emily Menges	Thorns	-0.353	-0.551	0.215	0.380		0.014
184	Vanessa DiBernardo	Chicago Stars	1.009	-0.898	0.205	0.063		0.007
185	Ella Dederick	Dash	0.000	0.000	0.000	0.000	0.000	0.000
186	Kailen Sheridan	San Diego Wave					0.000	0.000
187	DiDi Haracic	Angel City					0.000	0.000
188	Laurel Ivory	Reign	0.000	0.000	0.000	0.000	0.000	0.000
189	Katie Atkinson	Racing Lou					0.000	0.000
190	Kayla Bruster	San Diego Wave	0.000	0.000	0.000	0.000	0.000	0.000
191	Claudia Dickey	Reign	0.000	0.000	0.000	0.000	0.000	0.000
192	Alyssa Malonson	Reign	0.000	0.000	0.000	0.000	0.000	0.000
193	Kayla Hamric	Dash	0.000	0.000	0.000	0.000	0.000	0.000
194	Adrianna Franch	KC Current					0.000	0.000
195	Michelle Betos	Gotham FC	0.000	0.000	0.000	0.000	0.000	0.000
196	Bridgette Nicole Skiba	Chicago Stars	0.000	0.000	0.000	0.000	0.000	0.000
197	Haley Lanier Berg	Dash	0.000	0.000	0.000	0.000	0.000	0.000
198	Kelsey Daugherty	Racing Lou	0.000	0.000	0.000	0.000	0.000	0.000
199	Brittany Isenhour	Angel City	0.000	0.000	0.000	0.000	0.000	0.000
200	Shelby Hogan	Thorns	0.000	0.000	0.000	0.000	0.000	0.000
201	Hensley Hancuff	Gotham FC	0.000	0.000	0.000	0.000	0.000	0.000
202	Hillary Beall	Racing Lou	0.000	0.000	0.000	0.000	0.000	0.000
203	Phallon Tullis-Joyce	Reign					0.000	0.000
204	Sydney Pulver	San Diego Wave	0.000	0.000	0.000	0.000	0.000	0.000
205	Clarisse Le Bihan	Angel City	0.000	0.000	0.000	0.000	0.000	0.000
206	Zsanett Bernadett Kaján	Reign	0.000	0.000	0.000	0.000	0.000	0.000
207	Nicole Barnhart	Spirit	0.000	0.000	0.000	0.000	0.000	0.000
208	Lindsey Harris	Dash	0.000	0.000	0.000	0.000	0.000	0.000
209	Maia Pérez	Angel City	0.000	0.000	0.000	0.000	0.000	0.000
210	Alyssa Naeher	Chicago Stars					0.000	0.000
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
211	Sarah Sodoma	San Diego Wave	0.000	0.000	0.000	0.000	0.000	0.000
212	Carly Mitchell Telford	San Diego Wave	0.000	0.000	0.000	0.000	0.000	0.000
213	Kelsey Dossey	Chicago Stars	0.000	0.000	0.000	0.000	0.000	0.000
214	Cassie Miller	KC Current	0.000	0.000	0.000	0.000	0.000	0.000
215	Britt Ellen Eckerstrom	Thorns	0.000	0.000	0.000	0.000	0.000	0.000
216	Maegan Lynn Kelly Rosa	Dash	0.000	0.000	0.000	0.000	0.000	0.000
217	Katherine Amanda Cousins	Angel City	0.000	0.000	0.000	0.000	0.000	0.000
218	Channing Foster	Chicago Stars	0.000	0.000	0.000	0.000	0.000	0.000
219	Claire Lavogez	KC Current	0.000	0.000	0.000	0.000	0.000	0.000
220	Anna Moorhouse	Pride					0.000	0.000
221	Erin McLeod	Pride	0.000	0.000	0.000	0.000	0.000	0.000
222	Katelyn Rowland	Courage					0.000	0.000
223	Jordyn Listro	Pride	0.000	0.000	0.000	0.000	0.000	0.000
224	Jordyn Bloomer	Racing Lou	0.000	0.000	0.000	0.000	0.000	0.000
225	Devon Kerr	Spirit	0.000	0.000	0.000	0.000	0.000	0.000
226	Kaylie Collins	Pride	0.000	0.000	0.000	0.000	0.000	0.000
227	Aubrey Kingsbury	Spirit					0.000	0.000
228	Abby Smith	Thorns	0.000	0.000	0.000	0.000	0.000	0.000
229	Sydney Schneider	KC Current	0.000	0.000	0.000	0.000	0.000	0.000
230	Ashlyn Harris	Gotham FC					0.000	0.000
231	Bella Bixby	Thorns					0.000	0.000
232	Jane Campbell	Dash					0.000	0.000
233	Marisa Jordan	Courage	0.000	0.000	0.000	0.000	0.000	0.000
234	Sarah Luebbert	Chicago Stars	0.000	0.000	0.000	0.000	0.000	0.000
235	Melissa Lowder	San Diego Wave	0.000	0.000	0.000	0.000	0.000	0.000
236	Paulina Gramaglia	Dash	0.000	0.000	0.000	0.000	0.000	0.000
237	Emily Boyd	Chicago Stars	0.000	0.000	0.000	0.000	0.000	0.000
238	Joelle Catherine Johnson	KC Current	0.000	-0.026	0.000	0.000	0.000	-0.006
239	Jada Talley	KC Current		-0.043				-0.011
240	Lily Nabet	Angel City	0.004	-0.667	0.361	0.330		-0.026
Rk	Player	Team	xG	Carries	Box Passes	Defense	GK	Composite
241	Emily Gray	Courage	-0.077	-0.539	0.034	0.954		-0.026
242	Audrey Rose Harding	Spirit		0.456		-0.940		-0.027
243	Courtney Petersen	Pride	-0.510	0.139	0.517	-0.501		-0.037
244	Sydney Leroux	Angel City	-0.740	-0.052	1.910	0.936		-0.051
245	Marleen Schimmer	San Diego Wave	-0.077	0.717	0.005	-1.365		-0.063
246	Kelcie Hedge	Dash	-0.003	-0.692	0.060	0.281		-0.071
247	Ashley Sanchez	Spirit	-0.396	0.052	-0.314	0.588		-0.128