Better Box Score Metrics: Divisional Championships [AUDL Divisional Championships, 2023]

Putting New York's historical offensive game in statistical perspective, plus playoff stats for each player!

August 21, 2023 by Paul in Analysis with 0 comments

Before we turn to individual stats for each of the four divisional playoff games, a few notes on the Empire’s record-breaking evening of efficiency:

• The 24 goal, 4 turnover performance was actually better than that; as Evan Lepler indicated, one of those four turns was a Ryan Osgar 3rd-quarter Qinc.¹  In BBSM’s scorebook, the Empire had just three turns for an efficiency of 88.9 percent.
• Over the last three seasons, the previous single-team, full-game efficiency mark was Chicago’s 33 goal, 7 turn performance (82.5%) in 2022, followed by Atlanta’s 27 goal, 6 turn effort in 2021 (81.8%).² In neither game was the opponent one of the best teams in the league, as DC was; Chicago beat winless Detroit, and Atlanta beat 1-11 Pittsburgh.
• DC also had a Qinc (Rowan, 1st quarter), and so we have them down for 19 goals and 9 turns, nearly identical to their 19-goal, 8-turn performance against Boston in their previous game. It’s just that instead of winning by seven, they lost by five.
• The Empire masterpiece overshadowed what, in most any other week, would have been the standout team performance—the Shred’s 23-goal, 9-turn (72% SE) win over LA.

And now to the individual performances, and who could have guessed that Ben Jagt, Ryan Osgar, and Playoff Jack would occupy three of the top spots? Or that Jagt would lead the field by a healthy margin?

Quick hits, before we get back to Jagt:

• Jordan Kerr notched his first 5+ game of the year. After a regular season of consistently high EDGE scores, Kerr’s first playoff game was his best (so far) this year.
• Same for Kyle Henke, who blew by his previous season high 3.80 with a 5.34 EDGE score that still may undercount his importance to the outcome of that game.
• Brandon Van Deusen led the weekend in throwing yardage with 601, capping off a great season in which he averaged 4.67 EDGE per game over his last 3 games.
• Minnesota’s production was so well distributed that Colin Berry’s team-high EDGE was only the 27th highest of the weekend.

Back to Jagt. So dominant was he as a target in the DC game that Charlie speculated it may be the top EDGE score of the season. In fact, it was only the 8th highest, but it would have been the highest if not for Jagt’s one throwaway. Turns are costly—particularly in the DC game—and if you look at the list of the seven EDGE scores higher than Jagt’s, you’ll see that in each case but one the player neutralized the cost of any turns with at least as many blocks; the lone exception is Mac Hecht, the only player to go for more than 1000 total yards in a game this year.

As a side note, only one of these performances—the Garrett Martin game—was among the top 8 of the year in +/-, and it was the only one in the +/- top 8 in which a player threw for more yards than he received. That the +/- list is dominated by cutting performances is partly because of the anti-throwing bias, partly because of counting Qincs as turns. The EDGE top 8 list is split 50-50. But I digress.

Game Lines for Divisional Championship Games

For a look at each of the Division Championship games, I’ve decided to present a Game Line, the seven players of each team with the top E16. However, we’re tweaking E16. I had thought the blended version reintroduced last week would be a better assessor of single-game productivity, but upon further review, I don’t think that’s the case, and that the original E100 methodology is more reliable in accommodating the fundamental problem of small sample sizes, with two tweaks.

The first of course is to likewise change the scale to 16 possessions instead of 100, about the average for all players in an AUDL game. D-line players typically have fewer possessions than O-line players, so if we want to compare them on the same scale, D-line players may often get a bit of extrapolation boost. That is, an EDGE score derived over 24 possessions is more confidently scaled to 16 possessions than an EDGE score derived from 2 possessions.

The second tweak is related to this and gets an introduction care of DC’s David Bloodgood.³ So clinical was NY’s offense that five DC D-line regulars, playing an average of 14 points each, ended the game without a single possession. One of them was Bloodgood, but that didn’t stop him from scoring; he simply nabbed a callahan (from the centering pass off his own pull, no less). In order to make the math work, we have to give Bloodgood a possession; following from this, in an effort to rein in small-sample extremism, the second tweak is to build in one additional possession and opponent possession in the calculation, similar to turnover adjustments made in Completion Percentage Plus (CP+). The formula for E16 is in the Legend at the end.

Bloodgood still gets a very high E16 in this unique case, but this is an extreme example, and for the most part, such weirdness is kept in check. And such an outlier can also reveal key parts of the game’s dynamic; Bloodgood’s result gives us a feel for just how valuable a D-line block and score was in this game (and that callahans are a very cool component of ultimate).

Per the results below, E16 will typically include the several top EDGE producers of the game, but also 2 or 3 D-liners whose per-possession productivity is comparable, as intended. Interpret the results with some care. It’s not meaningful to say that Tony Mounga had a “better” game than Jacob Miller or Sean McDougall, but we can appreciate that Mounga produced at a higher rate over a smaller number of possessions.

Sortable results for EDGE, E16, and other metrics for the Division Championship games are available in the full table at the end.

Table 2. “Game Lines” for each of the Division Championship games, based on E16. Tables show EDGE-O (EO), EDGE-B (EB), possessions (POS), and opponent possessions (OP).

Full Division Championship Week Table

Name	Team	Opponent	Week	OPP	DPP	ThrYds	RecYds	TotYds	AST	GLS	HA	BLK	ThrErr	Stall	Drop	Qinc	TRN	Net	AH+/-	GameSE	EDGE-O	EDGE-B	EDGE	CHS	ODS	POS	OppPos	EO16	EB16	E16
Ben Jagt - NY	NY	DC	15	21	5	132	687	819	3	8	5	0	1	0	0	0	1	15	10	0.78	6.53	0	6.53	16	19	26	6	3.87	0.00	3.87
Brandon Van Deusen - LA	LA	SLC	15	22	2	601	90	691	5	1	7	1	2	0	0	1	1	13	5	0.66	4.9	0.66	5.56	87	8	32	13	2.38	0.75	3.13
Jordan Kerr - SLC	SLC	LA	15	20	2	248	282	530	8	3	1	0	0	0	0	0	0	12	11	0.66	5.45	0.00	5.45	47	9	22	4	3.79	0.00	3.79
Kyle Henke - ATX	ATX	ATL	15	20	5	286	243	529	4	3	3	2	1	0	0	0	1	11	8	0.63	4.07	1.26	5.34	54	20	29	14	2.17	1.34	3.51
Ryan Osgar - NY	NY	DC	15	21	4	489	147	636	3	1	5	0	1	0	0	1	0	9	3	0.78	4.84	0.00	4.84	77	16	26	5	2.87	0.00	2.87
Evan Swiatek - ATX	ATX	ATL	15	22	4	74	292	366	5	4	1	1	0	0	0	0	0	11	10	0.63	4.02	0.63	4.65	20	15	30	12	2.07	0.78	2.85
Jack Williams - NY	NY	DC	15	19	6	267	208	475	6	2	3	0	0	0	0	0	0	11	8	0.78	4.54	0.00	4.54	56	24	24	6	2.91	0.00	2.91
Jace Duennebeil - SLC	SLC	LA	15	21	0	120	363	483	2	7	1	0	1	0	0	0	1	9	8	0.66	4.12	0	4.12	25	0	21	3	3.00	0.00	3.00
Bobby Ley - ATL	ATL	ATX	15	22	4	377	251	628	5	2	1	0	2	0	0	0	2	6	5	0.63	4.08	0.00	4.08	60	15	28	10	2.25	0.00	2.25
Travis Carpenter - IND	IND	MIN	15	19	3	364	171	535	6	0	2	1	3	0	0	1	2	7	4	0.52	3.52	0.52	4.04	68	14	28	14	1.94	0.55	2.50
Jonny Malks - DC	DC	NY	15	23	1	466	312	778	5	2	4	0	3	0	0	0	3	8	4	0.78	3.96	0.00	3.96	60	4	25	9	2.44	0.00	2.44
Matt Smith - ATL	ATL	ATX	15	19	4	186	247	433	3	3	2	0	0	0	0	0	0	8	6	0.63	3.9	0.00	3.90	43	17	25	7	2.40	0.00	2.40
Cameron Brock - IND	IND	MIN	15	20	3	57	293	350	2	4	2	1	0	0	0	0	0	9	7	0.52	3.37	0.52	3.89	16	13	29	14	1.80	0.55	2.35
Michael Kiyoi - LA	LA	SLC	15	22	2	208	229	437	1	4	2	0	0	0	0	0	0	7	5	0.66	3.74	0.00	3.74	48	8	32	12	1.81	0.00	1.81
Everest Shapiro - LA	LA	SLC	15	23	4	76	241	317	1	4	0	2	0	1	0	0	1	6	6	0.66	2.31	1.32	3.63	24	15	33	15	1.09	1.32	2.41
Jacob Miller - SLC	SLC	LA	15	21	1	267	177	444	2	2	3	0	0	0	0	0	0	7	4	0.66	3.6	0.00	3.60	60	5	22	3	2.50	0.00	2.50
Benjamin Oort - DC	DC	NY	15	17	7	230	195	425	4	0	1	0	0	0	0	0	0	5	4	0.78	3.48	0.00	3.48	54	29	18	14	2.93	0.00	2.93
Pawel Janas - LA	LA	SLC	15	23	2	412	335	747	6	1	3	1	5	0	0	0	5	6	3	0.66	2.8	0.66	3.46	55	8	33	13	1.32	0.75	2.07
Sean McDougall - LA	LA	SLC	15	22	4	143	321	464	2	4	3	1	2	0	0	0	2	8	5	0.66	2.78	0.66	3.44	31	15	31	14	1.39	0.70	2.09
Sean Connole - SLC	SLC	LA	15	20	1	196	189	385	2	3	1	0	0	0	0	0	0	6	5	0.66	3.41	0.00	3.41	51	5	21	2	2.48	0.00	2.48
Lucas Coniaris - IND	IND	MIN	15	18	2	327	125	452	2	3	1	0	1	0	0	0	1	5	4	0.52	3.32	0.00	3.32	72	10	27	13	1.90	0.00	1.90
Mark Evans - ATX	ATX	ATL	15	22	4	258	224	482	2	2	3	0	2	0	0	1	1	6	2	0.63	3.22	0.00	3.22	54	15	31	12	1.61	0.00	1.61
Andrew Roy - DC	DC	NY	15	21	1	247	155	402	1	2	3	0	0	0	0	0	0	6	3	0.78	3.15	0.00	3.15	61	5	23	7	2.10	0.00	2.10
Tyler Monroe - DC	DC	NY	15	22	0	125	221	346	4	5	0	0	1	0	0	0	1	8	8	0.78	3.11	0.00	3.11	36	0	23	7	2.07	0.00	2.07
Brett Hulsmeyer - ATL	ATL	ATX	15	18	7	105	385	490	3	3	1	0	0	0	2	0	2	5	4	0.63	3.01	0.00	3.01	21	28	23	14	2.01	0.00	2.01
Duncan Fitzgerald - ATX	ATX	ATL	15	22	4	338	108	446	3	4	3	0	2	0	0	0	2	8	5	0.63	2.91	0.00	2.91	76	15	31	12	1.46	0.00	1.46
Colin Berry - MIN	MIN	IND	15	14	3	79	204	283	0	3	1	1	0	0	0	0	0	5	4	0.52	2.38	0.52	2.90	28	18	17	6	2.12	1.19	3.30
Oliver Chartock - NY	NY	DC	15	21	4	115	220	335	2	2	1	0	0	0	0	0	0	5	4	0.78	2.9	0.00	2.90	34	16	26	5	1.72	0.00	1.72
Max Thorne - ATL	ATL	ATX	15	19	3	155	133	288	1	4	3	0	0	0	0	0	0	8	5	0.63	2.78	0.00	2.78	54	14	24	8	1.78	0.00	1.78
Charles Weinberg - NY	NY	DC	15	19	4	112	147	259	2	4	2	0	0	0	0	0	0	8	6	0.78	2.78	0.00	2.78	43	17	24	4	1.78	0.00	1.78
William Brandt - MIN	MIN	IND	15	17	2	242	114	356	7	1	1	0	2	0	0	0	2	7	6	0.52	2.73	0.00	2.73	68	11	24	10	1.75	0.00	1.75
Solomon Rueschemeyer-Bailey - NY	NY	DC	15	21	4	263	167	430	3	1	3	0	1	0	0	0	1	6	3	0.78	2.73	0.00	2.73	61	16	26	5	1.62	0.00	1.62
Elliott Chartock - NY	NY	DC	15	21	4	264	36	300	2	2	1	0	0	0	0	0	0	5	4	0.78	2.67	0.00	2.67	88	16	26	5	1.58	0.00	1.58
Marty Adams - MIN	MIN	IND	15	14	1	146	115	261	0	2	2	1	0	0	0	0	0	5	3	0.52	2.05	0.52	2.57	56	7	20	8	1.56	0.92	2.49
Liam Haberfield - ATL	ATL	ATX	15	19	6	133	147	280	1	3	4	0	0	0	0	0	0	8	4	0.63	2.54	0.00	2.54	48	24	26	12	1.51	0.00	1.51
Joey Wylie - ATX	ATX	ATL	15	7	19	138	71	209	0	2	2	1	0	0	0	0	0	5	3	0.63	1.72	0.63	2.35	66	73	13	25	1.97	0.39	2.35
Jacques Nissen - DC	DC	NY	15	20	1	312	207	519	2	1	3	0	1	0	1	0	2	4	1	0.78	2.34	0.00	2.34	60	5	22	8	1.63	0.00	1.63
Austin Taylor - ATL	ATL	ATX	15	23	3	366	37	403	5	0	4	0	2	0	0	0	2	7	3	0.63	2.26	0	2.26	91	12	28	10	1.25	0.00	1.25
McKay Yorgason - SLC	SLC	LA	15	15	6	205	31	236	4	0	3	0	0	0	0	0	0	7	4	0.66	2.26	0.00	2.26	87	29	15	7	2.26	0.00	2.26
Grant Lindsley - SLC	SLC	LA	15	18	6	217	151	368	0	2	2	0	1	0	0	0	1	3	1	0.66	2.08	0.00	2.08	59	25	24	11	1.33	0.00	1.33
Rick Gross - IND	IND	MIN	15	12	8	60	101	161	0	2	2	2	0	0	1	0	1	5	3	0.52	0.89	1.04	1.93	37	40	20	19	0.68	0.83	1.51
Dylan DeClerck - MIN	MIN	IND	15	5	17	8	146	154	1	1	0	2	1	0	0	0	1	3	3	0.52	0.84	1.04	1.88	1	77	16	26	0.79	0.62	1.41
Sam Cook - LA	LA	SLC	15	20	1	55	177	232	0	2	1	0	0	0	0	0	0	3	2	0.66	1.87	0.00	1.87	24	5	27	11	1.07	0.00	1.07
Quinn Snider - MIN	MIN	IND	15	15	4	56	145	201	1	2	2	0	0	0	0	0	0	5	3	0.52	1.85	0.00	1.85	28	21	23	11	1.23	0.00	1.23
Elijah Jaime - SLC	SLC	LA	15	18	2	64	255	319	0	2	2	0	1	0	0	0	1	3	1	0.66	1.76	0.00	1.76	20	10	19	4	1.41	0.00	1.41
Christian Boxley - DC	DC	NY	15	21	5	97	85	182	0	3	2	0	0	0	0	0	0	5	3	0.78	1.73	0.00	1.73	53	19	23	14	1.15	0.00	1.15
William Wettengel - IND	IND	MIN	15	3	10	-6	74	68	0	1	0	2	0	0	0	0	0	3	3	0.52	0.62	1.04	1.66	1	77	7	16	1.24	0.98	2.22
Josh Klane - MIN	MIN	IND	15	17	2	190	84	274	2	0	2	1	2	0	0	0	2	3	1	0.52	1.1	0.52	1.62	69	11	24	10	0.70	0.76	1.46
Luke Yorgason - SLC	SLC	LA	15	16	1	184	38	222	1	0	5	0	0	0	0	0	0	6	1	0.66	1.62	0	1.62	83	6	17	3	1.44	0.00	1.44
Thomas Edmonds - DC	DC	NY	15	8	9	65	125	190	1	1	2	0	0	0	0	0	0	4	2	0.78	1.59	0.00	1.59	34	53	7	13	3.18	0.00	3.18
Tanner Barcus - MIN	MIN	IND	15	1	13	19	7	26	0	2	0	2	0	0	0	0	0	4	4	0.52	0.54	1.04	1.58	73	93	9	20	0.86	0.79	1.66
John Randolph - NY	NY	DC	15	6	14	77	109	186	0	2	2	0	0	0	0	0	0	4	2	0.78	1.57	0.00	1.57	41	70	12	18	1.93	0.00	1.93
Ben Katz - NY	NY	DC	15	0	14	95	-1	94	1	0	0	2	1	0	0	0	1	2	2	0.78	0.01	1.56	1.57	100	100	7	15	0.02	1.56	1.58
Tony Mounga - SLC	SLC	LA	15	1	14	69	14	83	1	1	0	1	0	0	0	0	0	3	3	0.66	0.9	0.66	1.57	83	93	5	17	2.40	0.59	2.99
Christian Olsen - ATL	ATL	ATX	15	20	2	122	132	254	1	2	2	0	1	0	0	0	1	4	2	0.63	1.56	0.00	1.56	48	9	23	6	1.04	0.00	1.0
Marcel Osborne - LA	LA	SLC	15	23	2	62	166	228	1	3	1	0	1	0	0	0	1	4	3	0.66	1.55	0.00	1.55	27	8	33	13	0.73	0.00	0.73
Levi Jacobs - IND	IND	MIN	15	18	2	27	175	202	1	0	1	0	0	0	0	0	0	2	1	0.52	1.49	0.00	1.49	13	10	27	12	0.85	0.00	0.85
Marques Brownlee - NY	NY	DC	15	1	18	16	54	70	1	0	0	1	0	0	0	0	0	2	2	0.78	0.64	0.78	1.42	23	95	9	20	1.02	0.59	1.62
Paul Krenik - MIN	MIN	IND	15	6	16	5	36	41	0	3	0	1	0	0	0	0	0	4	4	0.52	0.82	0.52	1.34	12	73	14	23	0.87	0.35	1.22
Xavier Payne - IND	IND	MIN	15	17	7	319	122	441	3	0	2	0	4	0	1	1	4	1	-2	0.52	1.32	0.00	1.32	72	29	27	18	0.75	0.00	0.75
Nick Hutton - IND	IND	MIN	15	2	12	93	-33	60	2	0	0	1	0	0	0	0	0	3	3	0.52	0.76	0.52	1.28	100	86	6	17	1.74	0.46	2.20
Bradley Seuntjens - ATL	ATL	ATX	15	4	12	0	0	0	0	0	0	2	0	0	0	0	0	2	2	0.63	0	1.26	1.26	50	75	6	20	0.00	0.96	0.96
Jacob Fella - IND	IND	MIN	15	2	13	-11	96	85	0	1	1	2	0	0	1	0	1	3	2	0.52	0.21	1.04	1.25	1	87	6	18	0.48	0.88	1.36
Matthew Armour - ATX	ATX	ATL	15	7	17	46	39	85	2	1	0	0	0	0	0	0	0	3	3	0.63	1.1	0.00	1.10	54	71	12	24	1.35	0.00	1.35
Jordan Taylor - MIN	MIN	IND	15	13	2	99	66	165	1	2	1	0	1	0	0	0	1	3	2	0.52	1.1	0.00	1.10	60	13	19	10	0.88	0.00	0.88
Brandon Matis - MIN	MIN	IND	15	1	11	29	82	111	1	1	0	1	1	0	0	0	1	2	2	0.52	0.57	0.52	1.09	26	92	8	17	1.01	0.46	1.48
Jonny Hoffman - SLC	SLC	LA	15	1	17	1	33	34	0	1	0	1	0	0	0	0	0	2	2	0.66	0.4	0.66	1.07	1	94	8	23	0.71	0.44	1.15
Seth Gudeman - IND	IND	MIN	15	4	10	34	20	54	1	0	0	1	0	0	0	0	0	2	2	0.52	0.53	0.52	1.05	63	71	10	19	0.77	0.42	1.19
Keegan North - IND	IND	MIN	15	14	11	135	132	267	0	2	3	0	2	0	0	0	2	3	0	0.52	1.05	0.00	1.05	51	44	23	23	0.70	0.00	0.70
Calvin Brown - LA	LA	SLC	15	6	17	52	50	102	2	0	0	1	1	0	0	0	1	2	2	0.66	0.37	0.66	1.03	51	74	8	22	0.66	0.46	1.12
Mike Kobyra - ATL	ATL	ATX	15	2	12	-1	31	30	0	1	1	1	0	0	0	0	0	3	2	0.63	0.38	0.63	1.01	1	86	4	16	1.22	0.59	1.81
David Bloodgood - DC	DC	NY	15	2	14	0	0	0	0	1	0	1	0	0	0	0	0	2	2	0.78	0.18	0.78	0.97	50	88	0	16	2.88	0.73	3.61
Zach Slayton - ATX	ATX	ATL	15	19	4	24	136	160	0	3	2	0	0	1	0	0	1	4	2	0.63	0.96	0.00	0.96	15	17	28	11	0.53	0.00	0.53
Bryan Vohnoutka - MIN	MIN	IND	15	11	10	47	94	141	2	1	3	0	1	0	0	0	1	5	2	0.52	0.94	0.00	0.94	33	48	20	19	0.72	0.00	0.72
Rowan McDonnell - DC	DC	NY	15	17	5	106	126	232	0	1	2	0	2	0	0	1	1	2	-1	0.78	0.9	0.00	0.90	46	23	17	12	0.80	0.00	0.80
Sam Berglund - MIN	MIN	IND	15	5	13	275	17	292	3	0	2	0	3	0	0	0	3	2	0	0.52	0.88	0.00	0.88	94	72	14	22	0.94	0.00	0.94
Conner Henderson - IND	IND	MIN	15	4	10	9	17	26	0	1	0	1	0	0	0	0	0	2	2	0.52	0.35	0.52	0.87	35	71	10	19	0.51	0.42	0.93
Bret Bergmeier - MIN	MIN	IND	15	5	13	60	66	126	2	1	2	0	1	0	0	0	1	4	2	0.52	0.85	0.00	0.85	48	72	14	21	0.91	0.00	0.91
Abe Coffin - MIN	MIN	IND	15	16	3	136	128	264	0	1	1	0	2	0	0	0	2	0	-1	0.52	0.85	0.00	0.85	52	16	22	10	0.59	0.00	0.59
Troy Holland - DC	DC	NY	15	3	16	9	0	9	0	0	0	1	0	0	0	0	0	1	1	0.78	0.06	0.78	0.84	100	84	1	20	0.48	0.59	1.07
Oliver Fay - ATX	ATX	ATL	15	4	14	8	23	31	0	0	0	1	0	0	0	0	0	1	1	0.63	0.2	0.63	0.83	26	78	6	20	0.46	0.48	0.94
Kyle Weinberg - SLC	SLC	LA	15	2	19	19	6	25	0	0	0	1	0	0	0	0	0	1	1	0.66	0.16	0.66	0.82	76	90	8	28	0.28	0.36	0.65
Cole Jurek - DC	DC	NY	15	23	1	51	164	215	1	0	1	0	0	0	1	0	1	1	0	0.78	0.79	0.00	0.79	24	4	25	9	0.49	0.00	0.49
AJ Merriman - DC	DC	NY	15	3	12	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0.78	0	0.78	0.78	50	80	2	16	0.00	0.73	0.73
Ben Hoffman - SLC	SLC	LA	15	0	8	0	60	60	0	2	0	0	0	0	0	0	0	2	2	0.66	0.76	0.00	0.76	1	100	3	8	3.04	0.00	3.04
Mick Walter - ATX	ATX	ATL	15	2	10	33	54	87	0	1	1	1	1	0	0	0	1	2	1	0.63	0.12	0.63	0.75	38	83	6	13	0.27	0.72	0.99
Antoine Davis - NY	NY	DC	15	1	18	31	55	86	0	1	0	0	0	0	0	0	0	1	1	0.78	0.74	0.00	0.74	36	95	8	20	1.32	0.00	1.32
Billy O'Bryan - ATL	ATL	ATX	15	3	16	70	15	85	0	1	1	0	0	0	0	0	0	2	1	0.63	0.73	0.00	0.73	82	84	9	23	1.17	0.00	1.17
Jeremy Langdon - ATL	ATL	ATX	15	5	12	20	63	83	0	1	1	1	1	0	1	1	1	2	0	0.63	0.09	0.63	0.72	24	71	10	18	0.13	0.53	0.66
Jackson Potts - ATX	ATX	ATL	15	3	14	-21	34	13	0	0	0	1	0	0	0	0	0	1	1	0.63	0.08	0.63	0.71	1	82	5	19	0.21	0.50	0.72
Dean Ramsey - ATL	ATL	ATX	15	7	11	-1	12	11	0	0	0	1	0	0	0	0	0	1	1	0.63	0.07	0.63	0.70	1	61	13	22	0.08	0.44	0.52
Kevin Healey - DC	DC	NY	15	13	3	15	125	140	0	3	0	0	1	0	0	0	1	2	2	0.78	0.68	0.00	0.68	11	19	12	7	0.84	0.00	0.84
Karl Ekwurtzel - ATL	ATL	ATX	15	10	1	46	57	103	0	0	0	0	0	0	0	0	0	0	0	0.63	0.66	0.00	0.66	45	9	11	5	0.88	0.00	0.88
Jason Vallee - LA	LA	SLC	15	0	12	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0.66	0	0.66	0.66	50	100	2	13	0.00	0.75	0.75
Devon Terry - SLC	SLC	LA	15	2	17	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0.66	0	0.66	0.66	50	89	5	23	0.00	0.44	0.44
Mark Henke - ATX	ATX	ATL	15	1	14	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0.63	0	0.63	0.63	50	93	6	17	0.00	0.56	0.56
Carter Rae - IND	IND	MIN	15	4	10	64	82	146	1	0	0	0	1	0	0	0	1	0	0	0.52	0.61	0.00	0.61	44	71	10	19	0.89	0.00	0.89
Justin Burnett - ATL	ATL	ATX	15	3	17	11	71	82	0	0	0	1	0	1	0	0	1	0	0	0.63	-0.1	0.63	0.53	13	85	8	25	-0.18	0.39	0.21
Bretton Tan - NY	NY	DC	15	1	14	21	30	51	1	0	0	0	0	0	0	0	0	1	1	0.78	0.51	0.00	0.51	41	93	8	16	0.91	0.00	0.91
Hayden Austin-Knab - ATL	ATL	ATX	15	2	13	40	36	76	0	0	0	1	1	0	0	0	1	0	0	0.63	-0.14	0.63	0.49	53	87	9	19	-0.22	0.50	0.28
Noah Chambers - ATX	ATX	ATL	15	15	2	2	110	112	1	1	1	0	1	0	0	0	1	2	1	0.63	0.46	0.00	0.46	1	12	19	8	0.37	0.00	0.37
Chris Mazur - LA	LA	SLC	15	4	5	18	-9	9	1	1	0	0	0	0	0	0	0	2	2	0.66	0.43	0.00	0.43	100	56	7	8	0.86	0.00	0.86
Mike Drost - NY	NY	DC	15	0	14	0	33	33	0	1	0	0	0	0	0	0	0	1	1	0.78	0.4	0.00	0.40	1	100	2	14	2.13	0.00	2.13
Elliott Moore - ATX	ATX	ATL	15	1	11	41	19	60	0	0	0	0	0	0	0	0	0	0	0	0.63	0.39	0.00	0.39	68	92	5	13	1.04	0.00	1.04
Noah Hanson - MIN	MIN	IND	15	1	11	3	-5	-2	1	1	0	1	1	0	0	0	1	2	2	0.52	-0.16	0.52	0.36	1	92	9	17	-0.26	0.46	0.21
Michael Jordan - MIN	MIN	IND	15	10	0	26	109	135	0	0	0	0	1	0	0	0	1	-1	-1	0.52	0.35	0.00	0.35	19	0	16	8	0.33	0.00	0.33
Brandon Dial - ATX	ATX	ATL	15	3	16	2	21	23	1	0	0	0	0	0	0	0	0	1	1	0.63	0.33	0.00	0.33	1	84	8	22	0.59	0.00	0.59
Eric Carter - ATX	ATX	ATL	15	2	7	12	34	46	0	0	1	0	0	0	0	0	0	1	0	0.63	0.3	0.00	0.30	26	78	2	9	1.60	0.00	1.60
Mischa Freystaetter - ATL	ATL	ATX	15	2	12	22	17	39	0	0	0	1	0	0	1	0	1	0	0	0.63	-0.38	0.63	0.25	56	86	8	19	-0.68	0.50	-0.17
Max Dehlin - SLC	SLC	LA	15	0	7	0	10	10	1	0	0	1	1	0	0	0	1	1	1	0.66	-0.41	0.66	0.25	1	100	6	10	-0.94	0.96	0.02
Ethan Fortin - NY	NY	DC	15	0	12	16	15	31	0	0	0	0	0	0	0	0	0	0	0	0.78	0.2	0.00	0.20	52	100	7	13	0.40	0.00	0.40
Will Quigley - IND	IND	MIN	15	0	10	8	13	21	0	0	0	0	0	0	0	0	0	0	0	0.52	0.14	0.00	0.14	38	100	4	12	0.45	0.00	0.45
Jeremy Keusch - IND	IND	MIN	15	20	2	46	129	175	0	3	2	0	1	0	2	0	3	2	0	0.52	0.12	0.00	0.12	26	9	30	15	0.06	0.00	0.06
Shashank Alladi - NY	NY	DC	15	0	12	12	5	17	0	0	0	0	0	0	0	0	0	0	0	0.78	0.11	0.00	0.11	71	100	1	12	0.88	0.00	0.88
Lukas Ambrose - LA	LA	SLC	15	6	22	0	15	15	0	0	0	0	0	0	0	0	0	0	0	0.66	0.1	0.00	0.10	1	79	8	27	0.18	0.00	0.18
Michael Matthis - ATX	ATX	ATL	15	0	13	1	9	10	0	0	0	0	0	0	0	0	0	0	0	0.63	0.06	0.00	0.06	10	100	5	13	0.16	0.00	0.16
Moussa Dia - DC	DC	NY	15	2	12	0	9	9	0	0	0	0	0	0	0	0	0	0	0	0.78	0.06	0.00	0.06	1	86	2	15	0.32	0.00	0.32
Jeff Holm - NY	NY	DC	15	0	12	5	0	5	0	0	0	0	0	0	0	0	0	0	0	0.78	0.03	0.00	0.03	100	100	1	12	0.24	0.00	0.24
Jeremiah Branson - IND	IND	MIN	15	4	9	64	19	83	0	0	0	1	2	0	0	0	2	-1	-1	0.52	-0.5	0.52	0.02	77	69	10	18	-0.73	0.44	-0.29
Garrett Santi - LA	LA	SLC	15	2	17	0	2	2	0	0	0	0	0	0	0	0	0	0	0	0.66	0.01	0.00	0.01	1	89	2	19	0.05	0.00	0.05
Ian McCosky - MIN	MIN	IND	15	0	12	2	0	2	0	0	1	0	0	0	0	0	0	1	0	0.52	0.01	0.00	0.01	100	100	7	17	0.02	0.00	0.02
Tristan Van de Moortele - MIN	MIN	IND	15	5	17	2	0	2	0	0	0	0	0	0	0	0	0	0	0	0.52	0.01	0.00	0.01	100	77	13	25	0.01	0.00	0.01
Bradley Fleming - ATL	ATL	ATX	15	1	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.63	0	0.00	0.00	50	90	3	12	0.00	0.00	0.00
Jakeem Polk - ATL	ATL	ATX	15	2	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.63	0	0.00	0.00	50	80	3	12	0.00	0.00	0.00
Trenton Spinks - ATL	ATL	ATX	15	3	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.63	0	0.00	0.00	50	75	4	15	0.00	0.00	0.00
Joshua Zdrodowski - ATX	ATX	ATL	15	2	7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.63	0	0.00	0.00	50	78	2	9	0.00	0.00	0.00
Alexandre Fall - DC	DC	NY	15	3	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	81	0	16	0.00	0.00	0.00
David Cranston - DC	DC	NY	15	3	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	83	0	18	0.00	0.00	0.00
Rhys Bergeron - DC	DC	NY	15	2	11	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	85	0	13	0.00	0.00	0.00
Charlie McCutcheon - DC	DC	NY	15	3	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	75	1	13	0.00	0.00	0.00
Jasper Tom - DC	DC	NY	15	2	11	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	85	1	14	0.00	0.00	0.00
Joe Merrill - DC	DC	NY	15	0	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	100	1	9	0.00	0.00	0.00
Jason Kempe - IND	IND	MIN	15	0	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.52	0	0.00	0.00	50	100	4	11	0.00	0.00	0.00
Andrew Padula - LA	LA	SLC	15	1	12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	92	1	13	0.00	0.00	0.00
Kevin Tien - LA	LA	SLC	15	1	11	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	92	3	13	0.00	0.00	0.00
Landon Shank - LA	LA	SLC	15	2	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	71	4	8	0.00	0.00	0.00
Milan Ravenell - LA	LA	SLC	15	1	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0	50	89	1	9	0.00	0.00	0.00
Mitchell Steiner - LA	LA	SLC	15	4	18	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	82	5	23	0.00	0.00	0.00
Zac Schakner - LA	LA	SLC	15	0	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	100	1	5	0.00	0.00	0.00
James Kittlesen - MIN	MIN	IND	15	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.52	0	0.00	0.00	50	100	7	18	0.00	0.00	0.00
Josue Alorro - NY	NY	DC	15	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	100	1	13	0.00	0.00	0.00
Matt Stevens - NY	NY	DC	15	0	12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	100	1	12	0.00	0.00	0.00
Ryan Drost - NY	NY	DC	15	1	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	93	8	15	0.00	0.00	0.00
Ryan Holmes - NY	NY	DC	15	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.78	0	0.00	0.00	50	100	1	13	0.00	0.00	0.00
Ben Ashton - SLC	SLC	LA	15	0	7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	100	3	7	0.00	0.00	0.00
Will Selfridge - SLC	SLC	LA	15	1	17	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.66	0	0.00	0.00	50	94	8	23	0.00	0.00	0.00
Reese Bowman - ATX	ATX	ATL	15	2	10	-10	7	-3	0	0	0	0	0	0	0	0	0	0	0	0.63	-0.02	0.00	-0.02	100	83	3	12	-0.08	0.00	-0.08
Matt Miller - LA	LA	SLC	15	1	8	-9	4	-5	0	0	0	0	0	0	0	0	0	0	0	0.66	-0.03	0.00	-0.03	100	89	1	9	-0.24	0.00	-0.24
Fletcher Hare - IND	IND	MIN	15	5	10	3	43	46	0	1	0	0	1	0	0	0	1	0	0	0.52	-0.04	0.00	-0.04	1	67	11	20	-0.05	0.00	-0.05
Ben Close - IND	IND	MIN	15	2	11	-26	18	-8	0	0	0	0	0	0	0	0	0	0	0	0.52	-0.05	0.00	-0.05	100	85	6	16	-0.11	0.00	-0.11
Joel Clutton - SLC	SLC	LA	15	2	19	0	-8	-8	0	0	0	1	1	0	0	0	1	0	0	0.66	-0.71	0.66	-0.05	1	90	6	24	-1.62	0.42	-1.20
Eric Brodbeck - ATX	ATX	ATL	15	4	8	-20	9	-11	0	0	0	0	0	0	0	0	0	0	0	0.63	-0.07	0.00	-0.07	100	67	5	10	-0.19	0.00	-0.19
JP Burns - ATL	ATL	ATX	15	3	17	17	32	49	1	0	0	0	1	0	0	0	1	0	0	0.63	-0.13	0.00	-0.13	35	85	10	27	-0.19	0.00	-0.19
Jake Radack - ATX	ATX	ATL	15	22	4	302	80	382	3	0	4	0	4	0	1	0	5	2	-2	0.63	-0.14	0.00	-0.14	79	15	31	12	-0.07	0.00	-0.07
Ben Landry - IND	IND	MIN	15	4	9	40	9	49	0	0	1	0	0	0	1	0	1	0	-1	0.52	-0.2	0.00	-0.20	82	69	10	18	-0.29	0.00	-0.29
Chad Yorgason - SLC	SLC	LA	15	2	19	25	7	32	1	0	0	0	1	0	0	0	1	0	0	0.66	-0.27	0.00	-0.27	78	90	9	28	-0.43	0.00	-0.43
Daniel Brunker - LA	LA	SLC	15	4	12	57	51	108	1	0	1	0	2	0	0	0	2	0	-1	0.66	-0.44	0.00	-0.44	53	75	5	14	-1.17	0.00	-1.17
Cameron Lacy - MIN	MIN	IND	15	0	11	0	13	13	0	0	0	0	1	0	0	0	1	-1	-1	0.52	-0.44	0.00	-0.44	1	100	7	16	-0.88	0.00	-0.88
Eugene L'Heureux - SLC	SLC	LA	15	1	9	6	11	17	0	0	0	0	1	0	0	0	1	-1	-1	0.66	-0.55	0.00	-0.55	35	90	2	12	-2.93	0.00	-2.93
Nathan Huff - SLC	SLC	LA	15	2	17	7	9	16	0	0	0	1	1	1	0	0	2	-1	-1	0.66	-1.22	0.66	-0.56	44	89	8	26	-2.17	0.39	-1.78

Legend
CP+: Completion percentage plus, a usage-weighted indicator of not committing turnovers
DPP: Defensive points played
E16: EDGE converted to per-point productivity and standardized to 16 POS and OppPOS. (EDGE-O*16)/(POS+1) + (EDGE-B*16)/(OppPOS+1)
E100: EO100+EB100
EB100: EDGE-B goal equivalents per 100 block opportunities (100*EDGE-B/BlkOpps)
EO100: EDGE-O goal equivalents per 100 possessions (100*EDGE-O/POS)
EDGE: EDGE-O + EDGE-B. Measured in Goal Equivalents
EDGE-B: Blocks*GameSE. Measured in Goal Equivalents
EDGE-O: TotYds* 0.007 (Approx) + (AST+GLS)* 0.18 (Approx) – TRN*GameSE. Measured in Goal Equivalents.
Actual coefficients depend on league averages.
E_TG: EDGE per team game, as opposed to EDGE per games played by the player
GmSE: Combined scoring efficiencies of both teams in a game. Used as indicator of turnover value in a game.
HA: Hockey assists.
MP: Minutes played
NET: Plus/Minus + HA. Adding HA to +/- corrects for strong anti-handler bias of +/- by itself, and is a much fairer assessment of net productivity. NET divided by two approximates EDGE totals.
OPP: Offensive points played
OppPos: Opponent possession (player on field while team is on defense). Sometimes OP.
POS: Possessions (player on field while team on offense)
QInc: Quarter-ending Incompletions, which are subtracted from AUDL turnover totals for BBSM calculations.
RYd: Receiving yards (net forward – backward yardage)
ThYd: Throwing yards (net forward – backward yardage)
TRN: Turnovers (Throwaways, Stalls, Drops, excluding QIncs)

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1. Quarter-ending Incompletion, an incomplete last-throw of a quarter that the AUDL should distinguish from a turnover, for players and teams both. ↩

2. On July 21st of this year, Boston scored 18 goals and had just 2 turns (and 1 Qinc) against Montreal for a 90% SE. However, they did that just in the first half, and then the game was called by rain. ↩

3. Following last week’s Jasper Tom example, thank you DC Breeze D-line for consistently providing illustrative case studies. ↩