Whole-league leaderboards

Rank every qualified skater on any of 30 metrics — the on-off impact, puck-security, and finishing-luck numbers most sites never surface. Pick a metric, pick a pool, and read the whole league sorted the model's way. Percentiles are always position-relative.

xG per Shot (quality)

n = 201 qualified D

Average shot quality: expected goals divided by shots on goal.

all · higher is better — leaders on top · xG/shot

#	Tm	Player	Value	vs. position
1	BUF	Bowen ByramD	0.105	ELITE 100th
2	PHI	Cam YorkD	0.095	ELITE 99th
3	PHI	Travis SanheimD	0.089	ELITE 99th
4	MTL	Lane HutsonD	0.087	ELITE 99th
5	PHI	Emil AndraeD	0.086	ELITE 98th
6	BUF	Rasmus DahlinD	0.086	ELITE 97th
7	BOS	Charlie McAvoyD	0.086	ELITE 97th
8	CBJ	Damon SeversonD	0.085	ELITE 97th
9	WSH	Jakob ChychrunD	0.085	ELITE 96th
10	NSH	Justin BarronD	0.084	ELITE 95th
11	ANA	Pavel MintyukovD	0.084	ELITE 95th
12	COL	Cale MakarD	0.084	ELITE 95th
13	ANA	Jackson LaCombeD	0.083	ELITE 94th
14	PHI	Rasmus RistolainenD	0.083	ELITE 93rd
15	UTA	John MarinoD	0.083	ELITE 93rd
16	DAL	Esa LindellD	0.082	ELITE 93rd
17	STL	Philip BrobergD	0.082	ELITE 92nd
18	CAR	Shayne GostisbehereD	0.080	ELITE 91st
19	WSH	John CarlsonD	0.079	ELITE 91st
20	BOS	Mason LohreiD	0.078	ELITE 91st
21	DET	Simon EdvinssonD	0.078	ELITE 90th
22	EDM	Evan BouchardD	0.077	ELITE 90th
23	OTT	Jake SandersonD	0.076	STRONG 89th
24	ANA	Ian MooreD	0.075	STRONG 88th
25	CGY	Rasmus AnderssonD	0.074	STRONG 88th
26	WSH	Trevor van RiemsdykD	0.073	STRONG 88th
27	NYR	Adam FoxD	0.072	STRONG 87th
28	MTL	Jayden StrubleD	0.072	STRONG 87th
29	VGK	Shea TheodoreD	0.071	STRONG 86th
30	TBL	Ryan McDonaghD	0.071	STRONG 86th
31	ANA	Olen ZellwegerD	0.070	STRONG 85th
32	SJS	Timothy LiljegrenD	0.070	STRONG 85th
33	BUF	Mattias SamuelssonD	0.070	STRONG 84th
34	DAL	Miro HeiskanenD	0.070	STRONG 84th
35	FLA	Seth JonesD	0.070	STRONG 83rd
36	NYI	Matthew SchaeferD	0.070	STRONG 83rd
37	VAN	Quinn HughesD	0.069	STRONG 82nd
38	PHI	Jamie DrysdaleD	0.068	STRONG 82nd
39	TBL	Charle-Edouard D'AstousD	0.067	STRONG 81st
40	NJD	Simon NemecD	0.067	STRONG 80th
41	PIT	Erik KarlssonD	0.067	STRONG 80th
42	SJS	John KlingbergD	0.067	STRONG 79th
43	MTL	Mike MathesonD	0.066	STRONG 79th
44	NSH	Nick BlankenburgD	0.066	STRONG 79th
45	CAR	Alexander NikishinD	0.066	STRONG 79th
46	UTA	Ian ColeD	0.066	STRONG 78th
47	MTL	Noah DobsonD	0.066	STRONG 77th
48	NSH	Adam WilsbyD	0.065	STRONG 76th
49	COL	Samuel GirardD	0.065	STRONG 76th
50	EDM	Mattias EkholmD	0.065	STRONG 76th
51	NSH	Roman JosiD	0.065	STRONG 75th
52	CBJ	Zach WerenskiD	0.065	STRONG 75th
53	COL	Devon ToewsD	0.064	STRONG 74th
54	CHI	Artyom LevshunovD	0.063	STRONG 74th
55	CBJ	Denton MateychukD	0.063	STRONG 73rd
56	VAN	Marcus PetterssonD	0.063	STRONG 73rd
57	LAK	Brandt ClarkeD	0.063	STRONG 72nd
58	SEA	Ryan LindgrenD	0.062	STRONG 71st
59	TBL	Darren RaddyshD	0.062	STRONG 71st
60	UTA	Sean DurziD	0.062	STRONG 71st
61	NSH	Brady SkjeiD	0.061	STRONG 70th
62	MIN	Zeev BuiumD	0.061	STRONG 70th
63	STL	Justin FaulkD	0.061	AVERAGE 69th
64	WPG	Josh MorrisseyD	0.061	AVERAGE 69th
65	NJD	Luke HughesD	0.060	AVERAGE 68th
66	DAL	Thomas HarleyD	0.060	AVERAGE 67th
67	TOR	Jake McCabeD	0.060	AVERAGE 67th
68	NYR	Vladislav GavrikovD	0.060	AVERAGE 66th
69	SJS	Sam DickinsonD	0.060	AVERAGE 66th
70	SJS	Dmitry OrlovD	0.060	AVERAGE 65th
71	TBL	J.J. MoserD	0.060	AVERAGE 65th
72	OTT	Thomas ChabotD	0.059	AVERAGE 65th
73	CHI	Wyatt KaiserD	0.059	AVERAGE 64th
74	UTA	Nate SchmidtD	0.059	AVERAGE 64th
75	VGK	Zach WhitecloudD	0.059	AVERAGE 63rd
76	VAN	Filip HronekD	0.058	AVERAGE 63rd
77	FLA	Aaron EkbladD	0.058	AVERAGE 62nd
78	WSH	Martin FehervaryD	0.058	AVERAGE 61st
79	UTA	Nick DeSimoneD	0.057	AVERAGE 61st
80	VGK	Brayden McNabbD	0.057	AVERAGE 60th
81	CAR	Sean WalkerD	0.057	AVERAGE 60th
82	TOR	Morgan RiellyD	0.057	AVERAGE 59th
83	NSH	Nick PerbixD	0.057	AVERAGE 59th
84	BUF	Owen PowerD	0.057	AVERAGE 59th
85	MIN	Jacob MiddletonD	0.057	AVERAGE 57th
86	PIT	Ryan SheaD	0.057	AVERAGE 57th
87	OTT	Nick JensenD	0.057	AVERAGE 57th
88	LAK	Mikey AndersonD	0.056	AVERAGE 57th
89	MIN	Jared SpurgeonD	0.056	AVERAGE 56th
90	LAK	Cody CeciD	0.056	AVERAGE 56th
91	SEA	Vince DunnD	0.056	AVERAGE 56th
92	VGK	Jeremy LauzonD	0.056	AVERAGE 54th
93	OTT	Jordan SpenceD	0.055	AVERAGE 54th
94	NJD	Dougie HamiltonD	0.055	AVERAGE 54th
95	PIT	Kris LetangD	0.055	AVERAGE 54th
96	TOR	Brandon CarloD	0.055	AVERAGE 52nd
97	MTL	Alexandre CarrierD	0.055	AVERAGE 52nd
98	DET	Albert JohanssonD	0.054	AVERAGE 51st
99	PIT	Connor CliftonD	0.054	AVERAGE 51st
100	NJD	Jonas SiegenthalerD	0.054	AVERAGE 49th