Better Box Score Metrics: WUL Championship Weekend 2026

Seattle Wins 3rd Championship; Kauffman, Hsu Back Up Their MVP, OPOTY Awards.

June 24, 2026 by Paul Würtztack in Analysis

Seattle Tempest celebrating with the 2026 Western Ultimate League championship trophy. Photo: Rowdy Webb – WUL

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Welcome to Better Box Score Metrics, our analytics column focused primarily on semi-pro statistics and discovering new ways to use data to explore ultimate. It is anchored by EDGE, which we can summarize as converting goals, assists, blocks, turnovers, and yards gained into one metric, while accounting for the scoring and turnover environment.

As the old saying goes, there’s more than one way to skin a cat or win a WUL championship.

In 2023, when Seattle Tempest won its second championship, the team’s production was so evenly distributed among its players that, not only did nobody on the team win MVP, OPOTY, DPOTY, or BPOTY, not even one player on this championship team was among the five finalists for any of the four awards. On Championship Weekend of that year, even in victory, Tempest placed just two players on the Top 20 Leaderboard in EDGE (including the 20th spot). It seems impossible to imagine a championship team any more balanced and less star-driven than Seattle that year.

Fast forward three years, with Tempest again defeating San Diego Super Bloom in the final. While again clearly a deep team, Seattle rocked it this year with its stars. Jamie Kauffman (League MVP), Cheryl Hsu (OPOTY), Meg Manning (DPOTY finalist), Gemma Munck (BPOTY finalist) and Jess Spaulding (Top 20 in EDGE-O) put up seven of the best 11 single-game performances of Championship Weekend (Table 1).

Table 1. Top 20 WUL Championship Weekend performances, based on GameRater, an 80:10:10 percent composite of EDGE, xE, and PER.

Name	Tm	Vs	OPP	DPP	ThrY	RecY	Y	EY	G	A	B	T	GmSE	EDGE-O	EDGE-B	EDGE	xEO	xEB	xE	PER-O	PER	GmRater
Ari Nelson	COL	SD	14	1	467	93	560	615	2	5	0	1	0.36	4.90	0	4.90	23.1	3.14	26.2	136	129	162
Jamie Kauffman	SEA	BAY	9	8	244	189	433	486	2	4	3	3	0.29	3.32	0.86	4.19	19.2	5.32	24.6	114	120	151
Kennedy McCarthy	COL	SD	15	2	112	258	370	395	4	2	1	1	0.36	3.40	0.36	3.76	19.2	4.13	23.3	115	115	144
Jamie Kauffman	SEA	SD	8	4	137	256	393	470	3	2	1	3	0.20	3.10	0.2	3.30	21.3	4.14	25.5	113	112	139
Cheryl Hsu	SEA	SD	8	3	336	1	337	354	2	4	0	2.5	0.20	3.02	0	3.02	21.2	3.51	24.7	121	116	136
Alexi Zalk	BAY	SEA	11	2	37	134	171	171	5	1	2	0.5	0.29	2.26	0.58	2.84	17.7	4.94	22.7	110	114	132
Cheryl Hsu	SEA	BAY	9	3	279	63	342	395	1	2	1	2	0.29	2.37	0.29	2.66	18.5	4.36	22.8	115	115	130
Jess Spaulding	SEA	BAY	9	4	193	112	305	375	0	3	0	0.5	0.29	2.55	0	2.55	19.4	3.50	22.9	124	119	130
Gemma Munck	SEA	BAY	9	3	35	217	252	295	5	1	2	3	0.29	2.09	0.58	2.67	17.7	5.24	22.9	98	104	128
Kaitlyn Weaver	SD	SEA	9	3	101	203	304	342	1	1	2	2	0.20	2.07	0.41	2.48	17.8	4.31	22.1	108	110	126
Meg Manning	SEA	BAY	2	7	55	147	202	235	3	0	2	1	0.29	1.71	0.58	2.28	17.0	4.66	21.7	106	110	123
Blaise Sevier	COL	SD	5	9	75	81	156	156	1	0	2	0	0.36	1.27	0.71	1.98	16.4	5.12	21.5	109	114	120
Kristen Pojunis	SD	COL	5	10	127	113	240	288	2	2	1	2	0.36	1.75	0.36	2.10	17.0	4.05	21.1	105	106	120
Sabina Hartnett	SEA	BAY	1	9	21	126	147	148	1	1	3	1	0.29	1.13	0.86	1.99	15.7	5.37	21.0	101	109	119
Kaitlyn Weaver	SD	COL	7	9	102	129	231	240	1	1	1	1	0.36	1.63	0.36	1.98	16.4	4.09	20.5	106	107	118
Julien Mazo	SEA	BAY	3	12	136	87	223	288	1	4	0	2	0.29	1.98	0	1.98	17.4	3.02	20.4	112	108	118
Brogan Jones	SEA	BAY	3	10	256	-4	252	307	0	3	1	3	0.29	1.47	0.29	1.76	16.2	3.76	20.0	107	107	114
Abby Thorpe	COL	SD	15	5	113	328	441	545	3	0	1	5.5	0.36	1.65	0.36	2.01	14.9	4.01	18.9	87	90	113
Sarah Itoh	COL	SD	5	5	76	71	147	164	0	1	1	0	0.36	1.21	0.36	1.56	16.2	4.21	20.4	112	112	113
Drea Baroma	SEA	SD	8	3	45	134	179	179	2	1	0	1	0.20	1.63	0	1.63	17.2	3.51	20.7	106	104	112

In announcing the individual award winners during Championship Weekend, the WUL takes the risk of having runners-up steal the show in the season’s biggest games, but Kauffman and Hsu put exclamation marks on their selections with excellent performances in both the semis and finals, guiding Seattle to a championship they were not widely expected to win. Still, considering the team effort needed to limit potent Bay Area and San Diego to a total of 19 combined goals, it’s never just star power, is it?

WUL Championship Weekend Analytics

Table 2 shows full Championship Weekend box scores. Regular season totals are found in our the previous WUL update.

Note some tables have multiple pages.

Table 2. WUL Championship Weekend metrics for all playerss

Name	Tm	Vs	WK	OPP	DPP	ThrY	RecY	Y	EY	G	A	B	T	GmSE	EDGE-O	EDGE-B	EDGE	xEO	xEB	xE	PER-O	PER	ODS	HCS
Abbi Shilts	SD	COL	13	9	6	89	140	229	296	2	0	2	3	0.36	0.9	0.71	1.61	14.50	5.33	19.9	93	100	40	61
Abbi Shilts	SD	SEA	13	8	5	25	62	87	149	1	1	2	4	0.2	0.19	0.41	0.6	13.10	4.46	17.6	93	97	44	71
Abby Thorpe	COL	SD	13	15	5	113	328	441	545	3	0	1	5.5	0.36	1.65	0.36	2.01	14.90	4.01	18.9	87	90	21	74
Adair Andre	COL	SD	13	0	5	0	0	0	0	0	0	0	0.5	0.36	-0.18	0	-0.18	13.20	3.48	16.7	95	94	100	0
Alexa Romersa	SEA	BAY	13	1	10	38	46	84	84	1	0	1	1	0.29	0.49	0.29	0.78	13.80	3.85	17.7	98	99	100	55
Alexa Romersa	SEA	SD	13	0	4	75	72	147	199	0	0	0	4	0.2	0.18	0	0.18	13.90	3.38	17.3	93	91	88	49
Alexandra Guy	COL	SD	13	0	5	0	81	81	103	0	0	0	0.5	0.36	0.37	0	0.37	14.70	3.37	18	99	97	100	100
Alexandra Stambaugh	SD	COL	13	6	3	67	52	119	166	0	2	0	0.5	0.36	1.04	0	1.04	15.70	3.37	19.1	110	107	33	44
Alexandra Stambaugh	SD	SEA	13	3	3	-3	61	58	130	1	0	0	2	0.2	0.19	0	0.19	14.00	3.49	17.5	98	96	43	100
Alexi Zalk	BAY	SEA	13	11	2	37	134	171	171	5	1	2	0.5	0.29	2.26	0.58	2.84	17.70	4.94	22.7	110	114	7	78
Allysha Dixon	COL	SD	13	7	2	60	35	95	161	0	0	0	3	0.36	-0.43	0	-0.43	10.90	3.34	14.2	87	86	8	37
Amy Nguyen	SEA	SD	13	1	9	98	10	108	130	0	0	0	3	0.2	0.12	0	0.12	13.30	3.24	16.6	95	93	92	9
Anna Pettee	SEA	SD	13	1	8	-17	62	45	45	0	0	1	0	0.2	0.31	0.2	0.51	13.70	3.83	17.5	100	100	83	100
Anna Pettee	SEA	BAY	13	1	8	-10	52	42	42	0	0	1	1	0.29	0	0.29	0.29	12.50	3.94	16.5	93	95	100	100
Ari Nelson	COL	SD	13	14	1	467	93	560	615	2	5	0	1	0.36	4.9	0	4.9	23.10	3.14	26.2	136	129	5	17
Blaise Sevier	COL	SD	13	5	9	75	81	156	156	1	0	2	0	0.36	1.27	0.71	1.98	16.40	5.12	21.5	109	114	69	52
Bridget Wipfler	BAY	SEA	13	4	6	0	0	0	0	0	0	1	0	0.29	0	0.29	0.29	13.80	4.24	18	100	101	73	0
Bristol Lovoy	COL	SD	13	3	7	10	16	26	41	1	0	1	1	0.36	0.03	0.36	0.38	13.10	4.25	17.4	95	97	80	62
Brogan Jones	SEA	BAY	13	3	10	256	-4	252	307	0	3	1	3	0.29	1.47	0.29	1.76	16.20	3.76	20	107	107	94	0
Brogan Jones	SEA	SD	13	1	5	132	40	172	223	0	1	1	3.5	0.2	0.66	0.2	0.87	14.80	3.74	18.5	100	100	92	23
Brooke Nishida	BAY	SEA	13	6	5	4	27	31	79	0	0	0	1.5	0.29	-0.22	0	-0.22	12.60	3.24	15.9	94	92	73	87
Cameron Helm	SD	SEA	13	2	1	0	34	34	48	0	0	0	1	0.2	0.03	0	0.03	14.00	3.60	17.6	97	95	40	100
Cameron Helm	SD	COL	13	2	3	4	33	37	59	0	0	0	3	0.36	-0.82	0	-0.82	10.50	3.27	13.8	80	80	75	89
Carolyn Vlach	COL	SD	13	2	12	59	26	85	98	0	2	0	1.5	0.36	0.46	0	0.46	14.30	3.11	17.4	98	96	81	31
Cat Chung	SEA	BAY	13	3	3	8	30	38	38	1	0	0	0	0.29	0.47	0	0.47	15.10	3.67	18.8	102	100	33	79
Charlie Eide	SEA	BAY	13	3	4	31	22	53	86	0	0	0	2	0.29	-0.22	0	-0.22	12.90	3.57	16.4	92	91	63	42
Cheryl Hsu	SEA	SD	13	8	3	336	1	337	354	2	4	0	2.5	0.2	3.02	0	3.02	21.20	3.51	24.7	121	116	0	0
Cheryl Hsu	SEA	BAY	13	9	3	279	63	342	395	1	2	1	2	0.29	2.37	0.29	2.66	18.50	4.36	22.8	115	115	0	18
Ciona Antolin	SEA	BAY	13	0	9	39	119	158	158	2	0	0	1	0.29	1.2	0	1.2	16.60	3.24	19.8	101	98	100	75
Ciona Antolin	SEA	SD	13	0	2	0	43	43	99	1	0	0	1	0.2	0.3	0	0.3	14.90	3.58	18.5	101	99	100	100
Colette Pellegrini	COL	SD	13	9	1	55	154	209	241	1	0	0	1.5	0.36	1.09	0	1.09	14.30	3.20	17.6	99	96	7	74
Dawn Culton	BAY	SEA	13	5	7	81	57	138	271	1	0	1	4	0.29	-0.01	0.29	0.28	13.40	4.10	17.5	92	94	75	41
Drea Baroma	SEA	SD	13	8	3	45	134	179	179	2	1	0	1	0.2	1.63	0	1.63	17.20	3.51	20.7	106	104	0	75
Drea Baroma	SEA	BAY	13	8	3	38	152	190	203	0	1	0	1	0.29	1.21	0	1.21	15.40	3.47	18.9	103	101	0	80
Eliza Chang	BAY	SEA	13	8	4	6	26	32	32	0	0	1	0	0.29	0.22	0.29	0.51	13.70	4.04	17.8	101	102	62	81
Elizabeth Pugh	BAY	SEA	13	11	6	218	34	252	305	0	3	0	3	0.29	1.47	0	1.47	15.50	2.93	18.4	106	102	44	14
Gemma Munck	SEA	BAY	13	9	3	35	217	252	295	5	1	2	3	0.29	2.09	0.58	2.67	17.70	5.24	22.9	98	104	0	86
Gemma Munck	SEA	SD	13	6	2	9	73	82	101	0	0	2	1	0.2	0.35	0.41	0.76	14.00	4.84	18.9	99	103	0	89
Grace Brown	COL	SD	13	0	5	29	12	41	41	0	0	0	1	0.36	-0.08	0	-0.08	13.40	3.41	16.8	94	92	100	29
Hannah Mimmack	SEA	SD	13	0	5	54	8	62	92	0	0	0	2	0.2	0.01	0	0.01	13.50	3.47	17	96	95	86	13
Hannah Mimmack	SEA	BAY	13	1	9	27	17	44	115	1	0	1	3	0.29	-0.36	0.29	-0.07	11.70	4.00	15.7	89	92	100	39
Hannah Walter	SD	COL	13	4	4	88	50	138	172	1	1	0	2	0.36	0.64	0	0.64	14.70	3.34	18	97	95	44	36
Hannah Walter	SD	SEA	13	5	0	32	13	45	59	1	0	0	0.5	0.2	0.41	0	0.41	14.30	3.51	17.8	102	100	0	29
Hayley Banas	COL	SD	13	0	9	39	19	58	72	0	0	0	1.5	0.36	-0.14	0	-0.14	12.80	3.17	15.9	92	90	91	33
Jackelyne Nguyen	BAY	SEA	13	10	2	97	109	206	259	3	1	2	4	0.29	1.08	0.58	1.65	14.10	4.74	18.9	93	99	0	53
Jamie Kauffman	SEA	BAY	13	9	8	244	189	433	486	2	4	3	3	0.29	3.32	0.86	4.19	19.20	5.32	24.6	114	120	37	44
Jamie Kauffman	SEA	SD	13	8	4	137	256	393	470	3	2	1	3	0.2	3.1	0.2	3.3	21.30	4.14	25.5	113	112	0	65
Janelle Lee	BAY	SEA	13	2	6	42	26	68	78	0	0	1	0.5	0.29	0.32	0.29	0.61	14.30	4.14	18.4	101	102	88	38
Jenna Mansfield	SD	COL	13	2	1	33	55	88	88	0	0	0	0	0.36	0.6	0	0.6	15.20	3.48	18.7	104	101	50	63
Jenny Li	BAY	SEA	13	14	2	102	47	149	168	1	0	1	2	0.29	0.64	0.29	0.93	12.30	3.85	16.1	97	98	0	32
Jess Spaulding	SEA	BAY	13	9	4	193	112	305	375	0	3	0	0.5	0.29	2.55	0	2.55	19.40	3.50	22.9	124	119	7	37
Jess Spaulding	SEA	SD	13	6	2	16	62	78	117	1	0	1	2	0.2	0.33	0.2	0.53	14.00	4.20	18.1	97	98	0	80
Jesse Song	BAY	SEA	13	5	5	36	23	59	59	0	0	0	3	0.29	-0.46	0	-0.46	11.70	3.24	14.9	84	83	64	39
Julia Mankoff	BAY	SEA	13	3	7	14	7	21	21	0	0	0	0	0.29	0.14	0	0.14	14.40	3.32	17.7	101	99	91	33
Julia Peden	SD	SEA	13	1	0	-4	6	2	2	0	0	0	0	0.2	0.01	0	0.01	13.80	3.62	17.4	100	98	0	100
Julianna Madigan	BAY	SEA	13	8	2	13	16	29	-4	0	0	0	1	0.29	-0.09	0	-0.09	11.50	3.22	14.7	92	90	8	55
Julien Mazo	SEA	BAY	13	3	12	136	87	223	288	1	4	0	2	0.29	1.98	0	1.98	17.40	3.02	20.4	112	108	93	39
Julien Mazo	SEA	SD	13	0	5	56	42	98	125	1	1	1	2	0.2	0.67	0.2	0.88	15.40	4.02	19.4	101	101	88	43
Kaela Helton	SD	COL	13	4	7	36	74	110	110	2	0	0	0	0.36	1.16	0	1.16	15.30	3.17	18.4	107	103	57	67
Kaela Helton	SD	SEA	13	6	5	38	20	58	240	0	2	2	8.5	0.2	-0.92	0.41	-0.52	9.60	4.24	13.8	86	90	53	35
Kaitlyn Weaver	SD	SEA	13	9	3	101	203	304	342	1	1	2	2	0.2	2.07	0.41	2.48	17.80	4.31	22.1	108	110	41	67
Kaitlyn Weaver	SD	COL	13	7	9	102	129	231	240	1	1	1	1	0.36	1.63	0.36	1.98	16.40	4.09	20.5	106	107	55	56
Kaitlynne Roling	SEA	SD	13	3	10	60	108	168	184	0	2	2	3.5	0.2	0.84	0.41	1.25	14.90	4.39	19.3	97	100	69	64
Karen Ehrhardt	BAY	SEA	13	11	1	43	78	121	159	0	0	1	0.5	0.29	0.68	0.29	0.97	13.30	4.07	17.4	104	105	0	65
Kelli Iwamoto	SD	COL	13	4	5	119	4	123	191	0	1	2	2	0.36	0.33	0.71	1.04	13.30	5.27	18.6	99	106	58	3
Kelli Iwamoto	SD	SEA	13	4	2	43	7	50	64	0	0	1	2	0.2	-0.07	0.2	0.14	12.80	4.04	16.9	94	96	36	14
Kendra Miller	BAY	SEA	13	5	0	8	-3	5	5	0	0	0	0	0.29	0.03	0	0.03	12.90	3.44	16.3	100	98	0	0
Kennedy McCarthy	COL	SD	13	15	2	112	258	370	395	4	2	1	1	0.36	3.4	0.36	3.76	19.20	4.13	23.3	115	115	10	70
Kristen Pojunis	SD	COL	13	5	10	127	113	240	288	2	2	1	2	0.36	1.75	0.36	2.1	17.00	4.05	21.1	105	106	67	47
Kristen Pojunis	SD	SEA	13	7	4	88	32	120	126	1	1	1	8	0.2	-0.4	0.2	-0.2	11.20	3.74	15	79	82	60	27
Kyra Khoroujnikova	SD	COL	13	1	6	-17	51	34	34	1	0	0	0	0.36	0.44	0	0.44	14.50	3.30	17.8	101	99	89	100
Kyra Khoroujnikova	SD	SEA	13	0	4	0	0	0	0	0	0	0	0.5	0.2	-0.1	0	-0.1	13.80	3.58	17.3	97	96	100	0
Laura Blume	SD	SEA	13	7	4	123	16	139	158	0	1	2	3	0.2	0.54	0.41	0.95	14.10	4.39	18.5	99	102	54	12
Laura Blume	SD	COL	13	5	7	89	53	142	211	0	1	1	3	0.36	0.1	0.36	0.46	12.60	4.17	16.7	92	94	60	37
Lauren Page	SEA	SD	13	1	6	29	86	115	115	0	0	4	1	0.2	0.58	0.82	1.39	14.50	5.42	19.9	99	107	92	75
Lauren Page	SEA	BAY	13	2	10	39	85	124	120	1	1	1	3	0.29	0.39	0.29	0.68	13.40	3.82	17.3	89	91	93	69
Lily Steponaitis	BAY	SEA	13	5	6	0	75	75	89	0	0	0	3	0.29	-0.36	0	-0.36	12.10	3.27	15.4	84	83	67	100
Linnea Soo	SEA	SD	13	2	1	74	8	82	82	0	1	1	0	0.2	0.76	0.2	0.97	15.60	4.17	19.8	108	108	29	10
Linnea Soo	SEA	BAY	13	2	9	24	-3	21	41	1	0	0	2	0.29	-0.23	0	-0.23	11.30	3.02	14.3	91	89	87	0
Maggie O'Connor	COL	SD	13	5	9	149	34	183	245	0	1	0	2	0.36	0.74	0	0.74	14.40	3.08	17.4	101	98	73	19
Margo Donahue	BAY	SEA	13	3	8	7	17	24	24	0	0	0	0	0.29	0.16	0	0.16	14.30	3.35	17.7	101	98	82	71
Margot Nissen	SD	SEA	13	4	1	19	31	50	110	0	0	0	1	0.2	0.14	0	0.14	14.10	3.55	17.6	102	99	33	62
Margot Nissen	SD	COL	13	6	3	70	0	70	91	0	0	0	1	0.36	0.12	0	0.12	13.00	3.37	16.4	98	96	33	0
Mars Bau	SD	SEA	13	3	1	13	33	46	46	0	0	1	0	0.2	0.31	0.2	0.52	14.60	4.22	18.8	102	103	20	72
Mars Bau	SD	COL	13	6	3	-7	56	49	49	2	0	0	0.5	0.36	0.57	0	0.57	14.30	3.37	17.7	98	96	33	100
Meg Manning	SEA	BAY	13	2	7	55	147	202	235	3	0	2	1	0.29	1.71	0.58	2.28	17.00	4.66	21.7	106	110	92	73
Meg Manning	SEA	SD	13	3	5	33	81	114	108	1	0	1	0	0.2	0.98	0.2	1.19	15.80	3.92	19.7	105	105	64	71
Megan Jameson	COL	SD	13	0	2	0	7	7	7	0	0	0	1	0.36	-0.31	0	-0.31	12.80	3.52	16.3	91	90	100	100
Megan Louie	SEA	BAY	13	2	8	70	61	131	130	0	0	0	1	0.29	0.6	0	0.6	14.30	3.11	17.4	100	97	92	47
Megan Louie	SEA	SD	13	1	5	10	74	84	216	1	0	0	5	0.2	-0.24	0	-0.24	12.20	3.22	15.5	91	89	91	88
Megan Maxfield	SD	SEA	13	4	4	-2	177	175	175	3	0	0	1	0.2	1.61	0	1.61	17.90	3.47	21.3	103	100	33	100
Megan Maxfield	SD	COL	13	5	8	6	48	54	54	2	0	2	0	0.36	0.78	0.71	1.5	14.50	5.12	19.6	104	110	63	89
Mei Hecht	COL	SD	13	12	1	178	38	216	224	0	2	0	1	0.36	1.53	0	1.53	15.10	3.23	18.3	110	106	0	18
Merideth Byl	SD	COL	13	5	6	51	53	104	104	0	1	1	0	0.36	0.91	0.36	1.27	15.00	4.30	19.3	108	109	50	51
Merideth Byl	SD	SEA	13	3	0	21	20	41	57	0	0	1	0	0.2	0.28	0.2	0.48	14.10	4.20	18.3	103	104	0	49
Mika Leslie	SD	COL	13	4	5	118	37	155	218	0	1	0	2	0.36	0.55	0	0.55	14.00	3.23	17.2	99	97	62	24
Mika Leslie	SD	SEA	13	6	4	46	21	67	81	0	0	0	1	0.2	0.25	0	0.25	13.30	3.28	16.6	100	97	47	31
Molly Wieringa	COL	SD	13	3	6	59	-2	57	74	0	0	0	1	0.36	0.03	0	0.03	13.30	3.27	16.6	97	95	64	0
Naomi Guzman	SD	COL	13	6	2	26	20	46	46	1	1	1	0	0.36	0.73	0.36	1.08	15.10	4.58	19.7	106	108	25	44
Naomi Guzman	SD	SEA	13	4	1	80	-3	77	99	0	0	0	1	0.2	0.32	0	0.32	14.40	3.51	17.9	102	100	17	0
Nicole Havel	COL	SD	13	1	3	-2	18	16	16	0	0	0	0	0.36	0.11	0	0.11	14.70	3.52	18.2	100	98	83	100
Nina Finley	SEA	BAY	13	8	4	58	91	149	173	1	1	0	2.5	0.29	0.71	0	0.71	13.90	3.35	17.2	95	93	20	61
Nina Finley	SEA	SD	13	8	3	86	29	115	145	0	1	0	3	0.2	0.38	0	0.38	13.60	3.51	17.1	97	95	0	25
Olivia Goss	BAY	SEA	13	12	1	112	205	317	364	0	2	0	5	0.29	1.13	0	1.13	14.50	3.24	17.7	91	89	0	65
Peixian Rong	SEA	SD	13	0	4	76	14	90	90	0	0	1	0.5	0.2	0.51	0.2	0.71	14.90	3.99	18.9	103	103	88	16
Peixian Rong	SEA	BAY	13	0	9	41	-5	36	54	0	0	0	0	0.29	0.24	0	0.24	13.40	3.09	16.4	104	101	100	0
Rachel Stockdale	COL	SD	13	1	7	0	3	3	3	0	0	2	0	0.36	0.02	0.71	0.73	14.00	5.44	19.5	100	107	90	100
Rebeca Ellis	SD	COL	13	4	5	97	92	189	183	0	2	0	1	0.36	1.34	0	1.34	16.20	3.23	19.5	105	102	58	49
Rebeca Ellis	SD	SEA	13	3	5	113	21	134	175	0	1	2	1.5	0.2	0.81	0.41	1.22	15.00	4.49	19.5	106	109	46	16
Reeve Grobecker	BAY	SEA	13	5	3	-9	7	-2	37	0	0	0	1	0.29	-0.3	0	-0.3	12.40	3.35	15.7	95	93	56	100
Rena Kawabata	COL	SD	13	4	5	-1	9	8	8	0	0	1	0.5	0.36	-0.12	0.36	0.23	12.70	4.30	17	95	98	67	100
Robyn Fennig	BAY	SEA	13	15	2	222	111	333	599	1	4	2	9	0.29	0.7	0.58	1.28	12.20	4.56	16.8	93	98	0	33
Rose Bransford	COL	SD	13	11	3	24	195	219	249	2	1	1	3	0.36	1.04	0.36	1.4	14.50	4.25	18.7	90	93	27	89
Sabina Hartnett	SEA	BAY	13	1	9	21	126	147	148	1	1	3	1	0.29	1.13	0.86	1.99	15.70	5.37	21	101	109	100	86
Sabina Hartnett	SEA	SD	13	0	5	20	64	84	84	0	0	1	0	0.2	0.57	0.2	0.77	15.20	3.99	19.2	103	103	100	76
Sanam Rozycki-Shah	SD	COL	13	6	4	59	84	143	158	0	1	1	1	0.36	0.82	0.36	1.18	15.10	4.39	19.4	101	104	40	59
Sanam Rozycki-Shah	SD	SEA	13	4	1	26	23	49	76	0	0	0	1	0.2	0.13	0	0.13	14.00	3.51	17.5	99	97	33	47
Sarah Combs	BAY	SEA	13	10	2	27	67	94	148	0	0	0	6	0.29	-1.09	0	-1.09	8.60	3.16	11.8	75	75	13	71
Sarah Itoh	COL	SD	13	5	5	76	71	147	164	0	1	1	0	0.36	1.21	0.36	1.56	16.20	4.21	20.4	112	112	58	48
Sarah Levinn	COL	SD	13	7	1	0	25	25	25	0	0	0	1.5	0.36	-0.37	0	-0.37	10.90	3.30	14.2	88	87	8	100
Sidra Pierson	SEA	SD	13	0	5	25	30	55	55	1	0	1	0	0.2	0.58	0.2	0.78	15.30	4.09	19.4	104	104	86	55
Sidra Pierson	SEA	BAY	13	0	9	-6	22	16	29	0	0	0	1	0.29	-0.18	0	-0.18	12.40	3.24	15.7	94	92	100	100
Theresa Zettner	SD	COL	13	3	6	38	114	152	185	2	0	1	1	0.36	1.09	0.36	1.45	15.50	4.17	19.7	101	103	75	75
Theresa Zettner	SD	SEA	13	4	5	3	38	41	36	0	0	1	2	0.2	-0.13	0.2	0.07	12.60	3.83	16.4	91	92	69	93
Tori Gray	SD	COL	13	6	7	49	22	71	129	0	1	2	2	0.36	-0.02	0.71	0.69	12.10	5.22	17.3	94	101	54	31
Tori Gray	SD	SEA	13	4	7	0	1	1	16	0	0	0	1	0.2	-0.2	0	-0.2	12.30	3.24	15.5	96	94	69	100
Vicki Chen	BAY	SEA	13	1	7	1	6	7	7	0	0	1	0	0.29	0.05	0.29	0.34	13.60	4.17	17.8	100	102	78	86
Yeh-Sun Lee	SEA	BAY	13	8	3	42	34	76	76	0	0	0	1	0.29	0.23	0	0.23	12.90	3.53	16.4	97	95	0	45
Yeh-Sun Lee	SEA	SD	13	6	2	-2	51	49	53	0	0	0	1	0.2	0.13	0	0.13	13.40	3.55	16.9	96	95	0	100
Yu Ishii	SD	SEA	13	7	3	54	-4	50	57	0	1	0	2	0.2	0.14	0	0.14	13.20	3.34	16.6	97	95	50	0
Yu Ishii	SD	COL	13	5	9	43	5	48	48	0	1	0	1	0.36	0.18	0	0.18	12.60	3.11	15.8	97	95	65	10

Key

Presented left-to-right on the table. Detailed descriptions of EDGE metrics can be found on the Reference Page.
Gms: Games played by the player, not the team
OPP: O-line Points Played
DPP: D-line Points Played
Tch+: Throws + Drops + (Goals *0.5)
ThrY: Throwing yards (does not include lateral distance)
RecY: Receiving yards (does not include lateral distance)
Y: ThrY + RecY
EY: WUL metric that adds distance of incomplete throws to yardage totals
G: Goals
A: Assists
B: Blocks
T: Turns
Qince: UFA-only count of quarter-ending incompletions, subtracted from a player’s turn total.
GmSE: Game scoring efficiency, Goals/(Goals +Turns) for both teams.
EDGE-O: Y* 0.007 (Approx) + (A+G)* 0.18 (Approx) – T*GmSE. Measured in Goal Equivalents. Actual coefficients depend on game environment and league averages.
EDGE-B: Blocks*GmSE. Measured in Goal Equivalents
EDGE: EDGE-O + EDGE-B. Measured in Goal Equivalents
EO_tg: EDGE-O per team game played, to account for imbalanced schedules during the season
EB_tg: EDGE-B per team game played, to account for imbalanced schedules during the season
E_tg: EDGE per team game played, to account for imbalanced schedules during the season
xEO: EDGE-O per 100 “expected offensive opportunities” (possessions * GmSE), sample-size adjusted
xEB: EDGE-B per 100 “expected defensive opportunities” (opponent possessions * GmSE),” sample-size adjusted
xE: xEO + xEB
PER-O: Player Efficiency Rating-Offense, a refitting of team efficiency (goals/(goals + turnovers)) to the player level, and presented as player efficiency relative to league mean (=100).
PER: Total efficiency, in which the likelihood of a player regaining possession through a block is incorporated into overall efficiency.
CP+: Completion percentage plus, with touches, turnovers, and sample-size adjustments. For season data only.
GR/SR: GameRater and SeasonRater, a composite of several metrics (described in table heading) to provide a distilled, but multifaceted, assessment. Only used on leaderboards.
ODS: O-Line/D-Line Scale, the percent of lines played that were D-lines.
HCS: Handler-Cutter Scale, the percent of yards thrown that were receiving yards. ODS and HCS, taken together, identify player roles, e.g. O-line cutter; 2-way handler.

Paul Würtztack

Paul Würtztack is an Ultiworld analyst.

TAGGED: Western Ultimate League (WUL), EDGE, Efficiency, GameRater, SeasonRater, Statistics, WUL 2026

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Better Box Score Metrics: WUL Championship Weekend 2026

June 24, 2026 by Paul Würtztack in Analysis

WUL Championship Weekend Analytics

Key

Paul Würtztack

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