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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.

Shots on Goal / 60

n = 411 qualified F

Shots on goal per 60 minutes.

all · higher is better — leaders on top · /60

#TmPlayerValuevs. position
1ANA13.04
ELITE
100th
2OTT13.03
ELITE
100th
3COL11.79
ELITE
100th
4DET11.35
ELITE
99th
5NJD11.32
ELITE
99th
6TOR10.91
ELITE
99th
7BOS10.70
ELITE
98th
8DAL10.62
ELITE
98th
9UTA10.57
ELITE
98th
10NJD10.52
ELITE
98th
11MTL10.51
ELITE
97th
12BUF10.47
ELITE
97th
13BOS10.42
ELITE
97th
14WSH10.23
ELITE
97th
15COL10.05
ELITE
97th
16CAR10.03
ELITE
96th
17VGK9.94
ELITE
96th
18SJS9.85
ELITE
96th
19BOS9.85
ELITE
96th
20MIN9.75
ELITE
95th
21EDM9.74
ELITE
95th
22PHI9.68
ELITE
95th
23VAN9.62
ELITE
94th
24NYI9.60
ELITE
94th
25VGK9.56
ELITE
94th
26NSH9.53
ELITE
94th
27CHI9.42
ELITE
94th
28MIN9.34
ELITE
93rd
29WPG9.32
ELITE
93rd
30NYI9.31
ELITE
93rd
31DET9.20
ELITE
92nd
32STL9.16
ELITE
92nd
33TBL9.15
ELITE
92nd
34CAR9.13
ELITE
92nd
35CBJ9.09
ELITE
92nd
36CAR9.08
ELITE
91st
37STL9.03
ELITE
91st
38PIT9.01
ELITE
91st
39FLA8.98
ELITE
91st
40TBL8.97
ELITE
91st
41NJD8.93
ELITE
90th
42BUF8.93
ELITE
90th
43CGY8.87
ELITE
90th
44TOR8.84
ELITE
90th
45CGY8.83
STRONG
89th
46VAN8.80
STRONG
89th
47OTT8.80
STRONG
89th
48UTA8.77
STRONG
88th
49PIT8.76
STRONG
88th
50SJS8.72
STRONG
88th
51CGY8.72
STRONG
88th
52MIN8.72
STRONG
87th
53VGK8.68
STRONG
87th
54STL8.68
STRONG
87th
55LAK8.67
STRONG
87th
56FLA8.67
STRONG
87th
57CBJ8.65
STRONG
86th
58ANA8.64
STRONG
86th
59ANA8.63
STRONG
86th
60UTA8.63
STRONG
85th
61FLA8.58
STRONG
85th
62DET8.55
STRONG
85th
63WSH8.49
STRONG
85th
64NSH8.46
STRONG
84th
65LAK8.35
STRONG
84th
66COL8.34
STRONG
84th
67VAN8.30
STRONG
84th
68CBJ8.28
STRONG
84th
69FLA8.27
STRONG
83rd
70NYR8.27
STRONG
83rd
71LAK8.26
STRONG
83rd
72ANA8.26
STRONG
82nd
73LAK8.24
STRONG
82nd
74EDM8.23
STRONG
82nd
75DAL8.23
STRONG
82nd
76SEA8.21
STRONG
82nd
77FLA8.19
STRONG
81st
78PHI8.14
STRONG
81st
79TBL8.05
STRONG
81st
80COL8.04
STRONG
81st
81ANA8.02
STRONG
80th
82CAR7.96
STRONG
80th
83EDM7.96
STRONG
80th
84SJS7.94
STRONG
80th
85BUF7.93
STRONG
79th
86MIN7.93
STRONG
79th
87MIN7.87
STRONG
79th
88NSH7.84
STRONG
79th
89BUF7.84
STRONG
78th
90CAR7.81
STRONG
78th
91PIT7.81
STRONG
78th
92BUF7.80
STRONG
78th
93EDM7.77
STRONG
78th
94TOR7.73
STRONG
77th
95TOR7.72
STRONG
77th
96PIT7.70
STRONG
77th
97BOS7.70
STRONG
77th
98WPG7.68
STRONG
76th
99NYI7.66
STRONG
76th
100PIT7.65
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.