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The Lab · Leaderboards
2025-26last seasonAs of Sun, Sep 20

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.

TOI / Game (min)

n = 411 qualified F

Average minutes of ice time per game.

all · higher is better — leaders on top · min

#TmPlayerValuevs. position
1EDM22.99
ELITE
100th
2COL22.26
ELITE
100th
3MIN22.15
ELITE
100th
4EDM21.58
ELITE
99th
5WPG21.51
ELITE
99th
6WPG21.50
ELITE
99th
7COL21.50
ELITE
99th
8SJS21.32
ELITE
98th
9NJD21.32
ELITE
98th
10FLA21.29
ELITE
98th
11VGK21.20
ELITE
97th
12NYR20.90
ELITE
97th
13CHI20.87
ELITE
97th
14NYR20.84
ELITE
97th
15MTL20.82
ELITE
96th
16TOR20.80
ELITE
96th
17NYI20.76
ELITE
96th
18NJD20.72
ELITE
96th
19BOS20.66
ELITE
95th
20NYI20.65
ELITE
95th
21MIN20.57
ELITE
95th
22NYR20.55
ELITE
95th
23SJS20.46
ELITE
94th
24NSH20.39
ELITE
94th
25TBL20.34
ELITE
94th
26OTT20.27
ELITE
94th
27DAL20.25
ELITE
93rd
28TBL20.25
ELITE
93rd
29DET20.19
ELITE
93rd
30DAL20.18
ELITE
93rd
31NYR20.15
ELITE
93rd
32DAL20.12
ELITE
92nd
33LAK20.02
ELITE
92nd
34EDM19.98
ELITE
92nd
35VGK19.96
ELITE
91st
36PIT19.94
ELITE
91st
37TBL19.76
ELITE
91st
38UTA19.72
ELITE
91st
39COL19.65
ELITE
91st
40CAR19.61
ELITE
90th
41WSH19.46
ELITE
90th
42TOR19.42
ELITE
90th
43SEA19.38
ELITE
90th
44LAK19.31
ELITE
90th
45SEA19.28
STRONG
89th
46BUF19.24
STRONG
89th
47PIT19.23
STRONG
89th
48VGK19.21
STRONG
88th
49ANA19.17
STRONG
88th
50FLA19.15
STRONG
88th
51ANA19.15
STRONG
88th
52LAK19.12
STRONG
87th
53LAK19.12
STRONG
87th
54PHI19.09
STRONG
87th
55UTA19.09
STRONG
87th
56MIN19.08
STRONG
86th
57EDM19.06
STRONG
86th
58VAN19.05
STRONG
86th
59CGY19.03
STRONG
86th
60STL19.02
STRONG
85th
61BUF18.99
STRONG
85th
62VAN18.96
STRONG
85th
63PIT18.95
STRONG
85th
64CBJ18.94
STRONG
84th
65CBJ18.90
STRONG
84th
66NSH18.89
STRONG
84th
67CAR18.88
STRONG
84th
68DET18.80
STRONG
84th
69TOR18.79
STRONG
83rd
70NJD18.76
STRONG
83rd
71WPG18.74
STRONG
83rd
72PHI18.72
STRONG
82nd
73OTT18.71
STRONG
82nd
74MIN18.64
STRONG
82nd
75SJS18.54
STRONG
82nd
76MTL18.54
STRONG
82nd
77NJD18.52
STRONG
81st
78DET18.50
STRONG
81st
79FLA18.49
STRONG
81st
80COL18.48
STRONG
81st
81SEA18.48
STRONG
81st
82PHI18.46
STRONG
80th
83CHI18.45
STRONG
80th
84ANA18.35
STRONG
80th
85CHI18.32
STRONG
79th
86LAK18.31
STRONG
79th
87TBL18.26
STRONG
79th
88STL18.25
STRONG
79th
89WSH18.24
STRONG
79th
90NJD18.23
STRONG
78th
91MTL18.18
STRONG
78th
92SJS18.18
STRONG
78th
93TOR18.18
STRONG
77th
94CGY18.13
STRONG
77th
95CBJ18.10
STRONG
77th
96WSH18.04
STRONG
77th
97CGY17.95
STRONG
77th
98STL17.94
STRONG
76th
99BOS17.88
STRONG
76th
100NSH17.83
STRONG
76th

◆ Method · Single-metric leaderboard over players with games_played >= minGP in the metric's situation; percentiles are position-group relative. Data: MoneyPuck data/mp_skaters_2025.csv. · percentiles are position-relative, model-estimated proxies from MoneyPuck aggregates via the analytics sidecar.