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.

Games Played

n = 411 qualified F

Games played on the season.

all · higher is better — leaders on top

#	Tm	Player	Value	vs. position
1	CAR	Nikolaj EhlersL	82	STRONG 84th
2	NYI	Anders LeeL	82	STRONG 84th
3	WPG	Jonathan ToewsC	82	STRONG 84th
4	VGK	Keegan KolesarR	82	STRONG 84th
5	BUF	Peyton KrebsC	82	STRONG 84th
6	MTL	Oliver KapanenC	82	STRONG 84th
7	OTT	Fabian ZetterlundL	82	STRONG 84th
8	SJS	Macklin CelebriniC	82	STRONG 84th
9	MIN	Yakov TreninC	82	STRONG 84th
10	BOS	Fraser MintenC	82	STRONG 84th
11	WSH	Anthony BeauvillierR	82	STRONG 84th
12	DET	Alex DeBrincatR	82	STRONG 84th
13	WPG	Mark ScheifeleC	82	STRONG 84th
14	NJD	Dawson MercerC	82	STRONG 84th
15	CBJ	Charlie CoyleC	82	STRONG 84th
16	UTA	John-Jason PeterkaR	82	STRONG 84th
17	NYR	Will CuylleL	82	STRONG 84th
18	OTT	Claude GirouxR	82	STRONG 84th
19	NYR	Alexis LafrenièreL	82	STRONG 84th
20	WPG	Gabriel VilardiC	82	STRONG 84th
21	LAK	Alex LaferriereR	82	STRONG 84th
22	MTL	Juraj SlafkovskýL	82	STRONG 84th
23	PHI	Noah CatesL	82	STRONG 84th
24	UTA	Nick SchmaltzC	82	STRONG 84th
25	VGK	Pavel DorofeyevR	82	STRONG 84th
26	SEA	Matty BeniersC	82	STRONG 84th
27	MTL	Nick SuzukiC	82	STRONG 84th
28	COL	Jack DruryC	82	STRONG 84th
29	CGY	Mikael BacklundC	82	STRONG 84th
30	VAN	Drew O'ConnorL	82	STRONG 84th
31	CBJ	Adam FantilliC	82	STRONG 84th
32	UTA	Clayton KellerR	82	STRONG 84th
33	PIT	Thomas NovakC	82	STRONG 84th
34	EDM	Matt SavoieC	82	STRONG 84th
35	NSH	Steven StamkosC	82	STRONG 84th
36	ANA	Beckett SenneckeR	82	STRONG 84th
37	WSH	Alex OvechkinL	82	STRONG 84th
38	VGK	Ivan BarbashevL	82	STRONG 84th
39	CHI	Ryan DonatoC	82	STRONG 84th
40	NJD	Jesper BrattL	82	STRONG 84th
41	BUF	Josh DoanR	82	STRONG 84th
42	DAL	Jason RobertsonL	82	STRONG 84th
43	MTL	Ivan DemidovR	82	STRONG 84th
44	CGY	Morgan FrostC	82	STRONG 84th
45	ANA	Alex KillornL	82	STRONG 84th
46	DET	J.T. CompherL	82	STRONG 84th
47	EDM	Connor McDavidC	82	STRONG 84th
48	SJS	Barclay GoodrowC	82	STRONG 84th
49	DET	Emmitt FinnieC	82	STRONG 84th
50	DAL	Wyatt JohnstonC	82	STRONG 84th
51	VGK	Tomas HertlC	82	STRONG 84th
52	TBL	Yanni GourdeC	82	STRONG 84th
53	BOS	Mark KastelicC	82	STRONG 84th
54	NSH	Filip ForsbergL	82	STRONG 84th
55	WSH	Brandon DuhaimeL	82	STRONG 84th
56	NJD	Nico HischierC	82	STRONG 84th
57	COL	Parker KellyC	82	STRONG 84th
58	WPG	Kyle ConnorL	82	STRONG 84th
59	CGY	Joel FarabeeL	82	STRONG 84th
60	OTT	Dylan CozensC	82	STRONG 84th
61	BUF	Jack QuinnR	82	STRONG 84th
62	BOS	Sean KuralyC	82	STRONG 84th
63	NYI	Emil HeinemanL	82	STRONG 84th
64	TOR	John TavaresC	82	STRONG 84th
65	EDM	Vasily PodkolzinR	82	STRONG 84th
66	DAL	Mavrik BourqueC	82	STRONG 84th
67	UTA	Lawson CrouseL	81	STRONG 76th
68	CHI	Ryan GreeneC	81	STRONG 76th
69	STL	Pavel BuchnevichL	81	STRONG 76th
70	CBJ	Cole SillingerC	81	STRONG 76th
71	OTT	Michael AmadioR	81	STRONG 76th
72	BUF	Beck MalenstynL	81	STRONG 76th
73	MTL	Cole CaufieldR	81	STRONG 76th
74	CAR	Logan StankovenC	81	STRONG 76th
75	NSH	Ryan O'ReillyC	81	STRONG 76th
76	CAR	Jackson BlakeR	81	STRONG 76th
77	PHI	Trevor ZegrasC	81	STRONG 76th
78	NSH	Luke EvangelistaR	81	STRONG 76th
79	BOS	Morgan GeekieC	81	STRONG 76th
80	TBL	Jake GuentzelC	81	STRONG 76th
81	PHI	Owen TippettR	81	STRONG 76th
82	NSH	Erik HaulaL	81	STRONG 76th
83	BUF	Tage ThompsonC	81	STRONG 76th
84	LAK	Adrian KempeR	81	STRONG 76th
85	NYR	Mika ZibanejadC	81	STRONG 76th
86	VAN	Jake DeBruskL	81	STRONG 76th
87	NYI	Casey CizikasC	81	STRONG 76th
88	DAL	Justin HryckowianC	81	STRONG 76th
89	DET	Marco KasperC	81	STRONG 76th
90	COL	Brock NelsonC	81	STRONG 76th
91	PIT	Anthony ManthaR	81	STRONG 76th
92	OTT	Nick CousinsC	81	STRONG 76th
93	PHI	Matvei MichkovR	81	STRONG 76th
94	BUF	Ryan McLeodC	81	STRONG 76th
95	VGK	Mitch MarnerR	81	STRONG 76th
96	NYI	Mathew BarzalC	81	STRONG 76th
97	SJS	Collin GrafR	81	STRONG 76th
98	CAR	Taylor HallL	80	STRONG 73rd
99	TBL	Oliver BjorkstrandR	80	STRONG 73rd
100	COL	Nathan MacKinnonC	80	STRONG 73rd