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.

PP ixG / 60

n = 201 qualified D

Individual expected goals per 60 minutes of 5-on-4 power-play time.

5on4 · higher is better — leaders on top · /60

#	Tm	Player	Value	vs. position
1	WSH	Jakob ChychrunD	0.60	ELITE 100th
2	BUF	Rasmus DahlinD	0.54	ELITE 99th
3	COL	Cale MakarD	0.54	ELITE 99th
4	CAR	Shayne GostisbehereD	0.53	ELITE 99th
5	CBJ	Zach WerenskiD	0.51	ELITE 98th
6	EDM	Evan BouchardD	0.50	ELITE 98th
7	TBL	Darren RaddyshD	0.48	ELITE 97th
8	NYI	Matthew SchaeferD	0.46	ELITE 96th
9	WSH	John CarlsonD	0.44	ELITE 96th
10	CGY	Rasmus AnderssonD	0.42	ELITE 95th
11	NSH	Roman JosiD	0.42	ELITE 95th
12	NJD	Dougie HamiltonD	0.41	ELITE 95th
13	OTT	Jake SandersonD	0.40	ELITE 94th
14	PIT	Erik KarlssonD	0.40	ELITE 94th
15	ANA	Jackson LaCombeD	0.40	ELITE 93rd
16	ANA	Olen ZellwegerD	0.39	ELITE 93rd
17	BUF	Bowen ByramD	0.38	ELITE 92nd
18	VAN	Quinn HughesD	0.38	ELITE 92nd
19	SEA	Brandon MontourD	0.37	ELITE 91st
20	LAK	Brandt ClarkeD	0.37	ELITE 90th
21	NJD	Luke HughesD	0.35	ELITE 90th
22	VGK	Shea TheodoreD	0.35	STRONG 89th
23	CAR	Sean WalkerD	0.35	STRONG 89th
24	MTL	Noah DobsonD	0.35	STRONG 88th
25	SEA	Vince DunnD	0.34	STRONG 88th
26	BOS	Charlie McAvoyD	0.34	STRONG 87th
27	MTL	Lane HutsonD	0.33	STRONG 87th
28	CAR	Alexander NikishinD	0.33	STRONG 87th
29	ANA	Ian MooreD	0.32	STRONG 86th
30	STL	Justin FaulkD	0.32	STRONG 85th
31	CBJ	Damon SeversonD	0.32	STRONG 85th
32	DAL	Miro HeiskanenD	0.32	STRONG 84th
33	PHI	Rasmus RistolainenD	0.31	STRONG 84th
34	NJD	Simon NemecD	0.31	STRONG 84th
35	PHI	Cam YorkD	0.30	STRONG 83rd
36	EDM	Mattias EkholmD	0.30	STRONG 83rd
37	NYR	Adam FoxD	0.30	STRONG 82nd
38	FLA	Seth JonesD	0.30	STRONG 81st
39	ANA	Pavel MintyukovD	0.29	STRONG 81st
40	COL	Devon ToewsD	0.29	STRONG 80th
41	TOR	Morgan RiellyD	0.29	STRONG 80th
42	WPG	Josh MorrisseyD	0.28	STRONG 80th
43	NYI	Tony DeAngeloD	0.28	STRONG 79th
44	NSH	Nick BlankenburgD	0.28	STRONG 78th
45	COL	Josh MansonD	0.28	STRONG 78th
46	COL	Sam MalinskiD	0.28	STRONG 77th
47	SJS	John KlingbergD	0.28	STRONG 77th
48	EDM	Jake WalmanD	0.28	STRONG 76th
49	OTT	Thomas ChabotD	0.27	STRONG 76th
50	BOS	Mason LohreiD	0.27	STRONG 76th
51	UTA	Sean DurziD	0.27	STRONG 75th
52	MIN	Brock FaberD	0.27	STRONG 74th
53	OTT	Jordan SpenceD	0.26	STRONG 74th
54	DET	Moritz SeiderD	0.26	STRONG 73rd
55	PHI	Travis SanheimD	0.26	STRONG 73rd
56	BUF	Mattias SamuelssonD	0.26	STRONG 73rd
57	DET	Simon EdvinssonD	0.25	STRONG 72nd
58	STL	Philip BrobergD	0.25	STRONG 71st
59	CHI	Sam RinzelD	0.25	STRONG 71st
60	DAL	Thomas HarleyD	0.25	STRONG 70th
61	UTA	Mikhail SergachevD	0.25	STRONG 70th
62	COL	Brent BurnsD	0.25	STRONG 70th
63	TBL	Charle-Edouard D'AstousD	0.25	AVERAGE 69th
64	WPG	Logan StanleyD	0.24	AVERAGE 69th
65	PHI	Jamie DrysdaleD	0.24	AVERAGE 68th
66	CHI	Louis CrevierD	0.24	AVERAGE 67th
67	MTL	Mike MathesonD	0.24	AVERAGE 67th
68	CHI	Artyom LevshunovD	0.24	AVERAGE 67th
69	CAR	K'Andre MillerD	0.24	AVERAGE 66th
70	NSH	Adam WilsbyD	0.23	AVERAGE 65th
71	VAN	Filip HronekD	0.23	AVERAGE 65th
72	TBL	J.J. MoserD	0.23	AVERAGE 64th
73	BUF	Owen PowerD	0.23	AVERAGE 64th
74	CBJ	Denton MateychukD	0.23	AVERAGE 64th
75	ANA	Jacob TroubaD	0.23	AVERAGE 63rd
76	FLA	Uvis BalinskisD	0.23	AVERAGE 62nd
77	WPG	Neal PionkD	0.23	AVERAGE 62nd
78	CBJ	Ivan ProvorovD	0.22	AVERAGE 61st
79	NSH	Brady SkjeiD	0.22	AVERAGE 61st
80	NYR	Vladislav GavrikovD	0.22	AVERAGE 60th
81	EDM	Darnell NurseD	0.22	AVERAGE 60th
82	BOS	Hampus LindholmD	0.22	AVERAGE 59th
83	VGK	Noah HanifinD	0.22	AVERAGE 59th
84	PIT	Kris LetangD	0.22	AVERAGE 58th
85	VGK	Brayden McNabbD	0.21	AVERAGE 58th
86	SJS	Sam DickinsonD	0.21	AVERAGE 58th
87	DAL	Esa LindellD	0.21	AVERAGE 57th
88	UTA	Nick DeSimoneD	0.21	AVERAGE 56th
89	NSH	Justin BarronD	0.21	AVERAGE 56th
90	FLA	Aaron EkbladD	0.21	AVERAGE 55th
91	CGY	MacKenzie WeegarD	0.21	AVERAGE 55th
92	VGK	Jeremy LauzonD	0.21	AVERAGE 55th
93	VGK	Ben HuttonD	0.21	AVERAGE 54th
94	CAR	Mike ReillyD	0.21	AVERAGE 53rd
95	BOS	Nikita ZadorovD	0.21	AVERAGE 53rd
96	TOR	Brandon CarloD	0.21	AVERAGE 52nd
97	TOR	Oliver Ekman-LarssonD	0.20	AVERAGE 52nd
98	NYI	Adam PelechD	0.20	AVERAGE 52nd
99	CAR	Jalen ChatfieldD	0.20	AVERAGE 51st
100	STL	Colton ParaykoD	0.20	AVERAGE 50th