Skater value

Goals and wins a skater added above a replacement-level player (a team's 13th forward or 7th defenseman), from offense and penalties only. CHN publishes no ice time and no record of who was on the ice, so skater defense cannot be measured and is left out rather than guessed; +/− is shown but not counted. Goalie value →

#PlayerTeamPosGP GASOG+/− Pen. Goals createdOffensePenalties GARWinsWins, shot-wtd
1 T.J. Hughes Michigan F 39 21 34 136 +12 5 20.2 +17.4 +0.6 +18.1 +2.59 +2.27
2 Ethan Wyttenbach Quinnipiac F 40 25 (2 EN) 34 105 +13 10 21.1 +18.2 -0.4 +17.8 +2.55 +2.05
3 Zam Plante Minnesota Duluth F 40 20 29 150 +16 1 18.1 +15.2 +1.5 +16.7 +2.40 +2.18
4 Hayden Stavroff Dartmouth F 34 28 19 106 +15 17 20.4 +18.0 -2.0 +16.1 +2.30 +1.59
5 Max Plante Minnesota Duluth F 40 25 (4 EN) 27 152 +19 9+1 18.1 +15.2 -0.6 +14.6 +2.10 +1.84
6 James Hagens Boston College F 34 23 (1 EN) 24 133 +10 12 17.5 +15.1 -1.0 +14.1 +2.02 +1.67
7 Gavin McKenna Penn State F 34 14 36 143 -4 3+2 16.6 +14.2 -0.2 +14.0 +2.01 +1.99
8 Alex Gaffney St. Thomas F 38 18 22 111 +9 2 15.5 +12.7 +1.2 +13.9 +2.00 +1.71
9 Jayden Perron Michigan F 39 18 22 104 +14 2 15.4 +12.6 +1.2 +13.9 +1.99 +1.67
10 Michael Hage Michigan F 38 12 (1 EN) 39 104 +15 7 16.2 +13.5 +0.2 +13.7 +1.96 +1.92
11 Porter Martone Michigan State F 34 24 (2 EN) 25 118 +24 19 18.1 +15.7 -2.4 +13.3 +1.90 +1.49
12 Austin Burnevik St. Cloud State F 35 20 (2 EN) 18 124 -4 3 14.4 +11.9 +0.9 +12.7 +1.83 +1.58
13 Cruz Lucius Arizona State F 35 15 29 134 +0 8 15.4 +12.9 -0.1 +12.8 +1.83 +1.74
14 Matt DiMarsico Penn State F 36 18 24 128 +9 9 15.6 +13.0 -0.3 +12.7 +1.82 +1.60
15 Felix Trudeau Sacred Heart F 37 24 22 152 +14 24 18.6 +15.9 -3.3 +12.6 +1.80 +1.43
16 Antonin Verreault Quinnipiac F 40 16 24 93 +18 7 14.7 +11.9 +0.2 +12.1 +1.73 +1.45
17 Brandon Buhr Union F 35 19 (1 EN) 17 112 -1 5 14.1 +11.6 +0.4 +12.1 +1.73 +1.44
18 Markus Vidicek Quinnipiac F 40 20 (1 EN) 15 101 +11 3 13.9 +11.1 +1.0 +12.1 +1.73 +1.37
19 Brodie Ziemer Minnesota F 36 23 (2 EN) 13 134 -10 8 14.6 +12.1 -0.1 +12.0 +1.72 +1.40
20 Kai Daniells Princeton F 33 19 (3 EN) 20 113 +19 4 13.8 +11.4 +0.6 +12.0 +1.72 +1.51
21 Charlie Stramel Michigan State F 36 19 (1 EN) 25 98 +29 15 16.0 +13.4 -1.5 +11.9 +1.71 +1.38
22 Will Horcoff Michigan F 39 25 14 110 +10 20 17.0 +14.2 -2.4 +11.9 +1.70 +1.14
23 Eric Pohlkamp Denver D 43 18 (1 EN) 20 188 +24 9+1 14.3 +12.2 -0.4 +11.8 +1.69 +1.72
24 Ben Muthersbaugh Union F 36 19 16 150 -1 6+1 14.4 +11.8 -0.2 +11.6 +1.66 +1.47
25 Oliver Peer Bemidji State F 34 20 (1 EN) 16 101 +9 5+2 14.5 +12.1 -0.6 +11.5 +1.65 +1.28
26 Chris Pelosi Quinnipiac F 35 18 16 94 +5 6 13.7 +11.2 +0.2 +11.4 +1.63 +1.28
27 Dean Letourneau Boston College F 36 22 (2 EN) 17 129 +9 11 14.7 +12.1 -0.7 +11.4 +1.63 +1.34
28 Evan Werner Notre Dame F 37 18 16 126 -13 6 13.6 +11.0 +0.4 +11.3 +1.63 +1.39
29 Hank Cleaves Dartmouth F 34 18 (1 EN) 21 78 +20 11+1 15.0 +12.6 -1.3 +11.3 +1.62 +1.24
30 Ben Strinden North Dakota F 38 15 20 102 +15 4 12.9 +10.2 +0.8 +11.0 +1.58 +1.38
31 Bennett Schimek Arizona State F 34 12 (1 EN) 29 101 -3 7 13.3 +10.9 +0.0 +10.9 +1.57 +1.51
32 Jake Karabela Ohio State F 36 14 20 89 +6 5 13.0 +10.4 +0.5 +10.9 +1.57 +1.35
33 Justin Poirier Maine F 27 18 11 97 +3 6 12.8 +10.8 -0.1 +10.8 +1.54 +1.20
34 Aiden Fink Penn State F 29 10 28 103 -1 5 12.5 +10.4 +0.2 +10.6 +1.52 +1.51
35 Gavin Morrissey Wisconsin F 36 9 27 54 +9 1 11.8 +9.3 +1.3 +10.6 +1.52 +1.37
36 Tyson Gross St. Cloud State F 35 17 (1 EN) 23 90 -2 15 14.6 +12.1 -1.5 +10.6 +1.52 +1.23
37 Josh Nadeau Maine F 30 17 (1 EN) 13 106 +6 4 12.2 +10.1 +0.5 +10.5 +1.51 +1.27
38 Liam Valente Western Michigan F 39 20 (1 EN) 15 149 +12 9 13.5 +10.7 -0.2 +10.6 +1.51 +1.33
39 Walter Zacher Canisius F 32 19 12 120 -6 10 13.5 +11.2 -0.7 +10.6 +1.51 +1.22
40 Lucas Wahlin St. Thomas F 36 21 (3 EN) 18 138 +14 13+1 14.4 +11.8 -1.6 +10.2 +1.47 +1.27
41 Jack Ivey Army F 35 14 14 110 +3 1 11.4 +8.9 +1.3 +10.2 +1.46 +1.32
42 Jake Black Bentley F 38 16 (1 EN) 20 117 +17 10 13.3 +10.6 -0.4 +10.2 +1.46 +1.31
43 Jayson Shaugabay Minnesota Duluth F 40 11 (2 EN) 32 81 +11 9 13.1 +10.3 -0.1 +10.2 +1.45 +1.40
44 Dylan Hryckowian Northeastern F 29 15 (2 EN) 22 107 +8 6 12.1 +10.0 +0.0 +10.0 +1.43 +1.33
45 Dylan James North Dakota F 40 21 (3 EN) 11 98 +17 5 12.2 +9.3 +0.7 +10.0 +1.43 +1.10
46 Evan Murr Minnesota State D 39 10 20 110 +25 3 10.7 +8.8 +1.1 +10.0 +1.43 +1.44
47 Will Zellers North Dakota F 38 18 (1 EN) 16 122 +4 7+1 12.9 +10.2 -0.3 +9.9 +1.42 +1.21
48 Max Koskipirtti Michigan Tech F 38 13 (1 EN) 21 67 +9 2 11.3 +8.6 +1.2 +9.8 +1.41 +1.20
49 Quinn Finley Wisconsin F 37 17 (2 EN) 16 129 -1 6 12.1 +9.5 +0.4 +9.8 +1.41 +1.30
50 Grant Slukynsky Western Michigan F 39 10 (2 EN) 30 97 +15 4 11.7 +8.9 +0.8 +9.8 +1.40 +1.44
51 Ty Hanson Minnesota Duluth D 40 10 (1 EN) 26 124 +16 8 11.6 +9.6 +0.2 +9.8 +1.40 +1.50
52 James Reeder Denver F 43 10 23 58 +18 2 11.4 +8.3 +1.4 +9.7 +1.39 +1.22
53 Trevor Hoskin Merrimack F 32 12 21 65 +3 7 12.0 +9.7 -0.1 +9.7 +1.39 +1.16
54 Zaccharya Wisdom Western Michigan F 39 17 13 86 +19 3+1 12.0 +9.2 +0.5 +9.7 +1.39 +1.07
55 Reid Pabich Sacred Heart F 38 14 17 119 +3 6 11.9 +9.2 +0.3 +9.5 +1.37 +1.26
56 Grant Porter Canisius F 35 12 (2 EN) 23 88 -1 6 11.6 +9.1 +0.3 +9.4 +1.35 +1.28
57 Chris Hedden Air Force D 34 11 19 109 +8 6 10.7 +9.0 +0.3 +9.3 +1.34 +1.31
58 Colby MacArthur Union F 35 12 19 90 +6 5 11.5 +8.9 +0.4 +9.4 +1.34 +1.21
59 Jack Musa Massachusetts F 33 15 (3 EN) 18 69 +11 4 11.1 +8.8 +0.6 +9.3 +1.34 +1.13
60 Lucas Van Vliet St. Thomas F 37 14 (1 EN) 21 118 +1 8+1 12.5 +9.9 -0.5 +9.3 +1.34 +1.26
61 Tristan Lemyre Minnesota State F 39 16 (3 EN) 18 118 +5 4+1 11.8 +9.0 +0.3 +9.4 +1.34 +1.27
62 Clarke Caswell Denver F 43 8 26 58 +11 3 11.1 +8.0 +1.2 +9.2 +1.33 +1.23
63 Michael Mesic Bentley F 27 14 (2 EN) 16 90 +11 3 10.7 +8.7 +0.5 +9.3 +1.33 +1.19
64 Caton Ryan Cornell F 34 12 18 67 +20 4 10.9 +8.5 +0.6 +9.1 +1.31 +1.09
65 Daniel Russell Michigan State F 36 11 (1 EN) 26 113 +25 10 12.1 +9.5 -0.5 +9.0 +1.29 +1.31
66 Brody Lamb Minnesota F 35 14 (1 EN) 16 100 -6 6 11.2 +8.7 +0.3 +8.9 +1.28 +1.14
67 David Jacobs Princeton F 33 10 (1 EN) 26 64 +23 9 11.6 +9.3 -0.4 +8.9 +1.27 +1.16
68 Ryan Bottrill Clarkson F 38 9 27 64 +2 10 12.0 +9.3 -0.4 +8.9 +1.27 +1.16
69 Brandon Holt Maine D 35 6 (1 EN) 26 72 +12 4 9.8 +8.1 +0.7 +8.8 +1.26 +1.33
70 Václav Nestrašil Massachusetts F 33 12 16 87 -1 4 10.6 +8.2 +0.6 +8.8 +1.26 +1.12
71 Anthony Romani Michigan State F 36 14 (1 EN) 15 89 +5 5 10.8 +8.2 +0.5 +8.7 +1.25 +1.07
72 Max Nagel Colgate F 27 11 16 71 -4 3 10.2 +8.2 +0.5 +8.8 +1.25 +1.09
73 Parker Lalonde Merrimack F 36 13 (2 EN) 20 74 +7 7 11.2 +8.6 +0.1 +8.8 +1.25 +1.10
74 JJ Wiebusch Penn State F 36 16 18 83 +10 14+1 13.0 +10.4 -1.8 +8.6 +1.24 +0.93
75 Kasper Magnussen Bemidji State F 36 10 (1 EN) 21 94 +3 4 10.5 +7.9 +0.7 +8.6 +1.24 +1.23
76 Leonid Bulgakov Augustana F 36 15 8 73 +2 1 9.9 +7.3 +1.3 +8.7 +1.24 +0.94
77 Cole Eiserman Boston University F 31 18 (2 EN) 10 112 -6 7 10.9 +8.7 -0.1 +8.6 +1.23 +1.02
78 Stiven Sardarian Michigan Tech F 36 12 (3 EN) 32 68 +11 15 12.6 +10.0 -1.5 +8.6 +1.23 +1.13
79 Logan Sawyer Providence F 35 14 14 96 +3 9 11.3 +8.8 -0.3 +8.5 +1.22 +1.03
80 Charlie Major Cornell F 32 10 17 86 +2 1 9.6 +7.3 +1.1 +8.5 +1.21 +1.14
81 Ellis Rickwood North Dakota F 35 9 (1 EN) 28 57 +14 7+1 11.4 +8.9 -0.4 +8.4 +1.21 +1.11
82 Kyle Chyzowski Denver F 43 13 14 98 +2 2+1 10.6 +7.5 +0.9 +8.4 +1.21 +1.06
83 Sam Stitz Air Force F 33 11 21 94 +10 9 11.2 +8.8 -0.4 +8.4 +1.21 +1.13
84 Joey Muldowney Connecticut F 32 16 (1 EN) 11 120 +12 4+1 10.7 +8.4 -0.0 +8.3 +1.20 +1.06
85 Nick Moldenhauer Michigan F 39 15 (3 EN) 14 86 +26 3 10.1 +7.3 +1.0 +8.4 +1.20 +1.05
86 Boston Buckberger Denver D 43 10 19 130 +32 9 10.3 +8.2 +0.1 +8.3 +1.19 +1.28
87 Cole Hutson Boston University D 34 10 22 145 +14 12 10.9 +9.2 -0.9 +8.3 +1.19 +1.33
88 Cole Knuble Notre Dame F 36 9 22 111 -19 6 10.5 +7.9 +0.3 +8.2 +1.18 +1.23
89 Giovanni Morneau Lindenwood F 28 10 (1 EN) 19 92 -3 3 9.7 +7.7 +0.6 +8.3 +1.18 +1.17
90 Mikey Adamson Sacred Heart D 38 4 30 81 -9 8 10.1 +8.2 -0.0 +8.2 +1.18 +1.32
91 Parker Lindauer Union F 37 10 (1 EN) 24 85 +7 9 11.2 +8.5 -0.3 +8.3 +1.18 +1.14
92 Ryker Lee Michigan State F 34 15 (1 EN) 13 111 +5 8 10.8 +8.3 -0.2 +8.2 +1.17 +1.03
93 Tyler Cristall St. Lawrence F 34 10 (1 EN) 21 91 -11 5 10.1 +7.7 +0.4 +8.1 +1.17 +1.15
94 David Deputy Miami F 31 15 7 95 -5 5 10.0 +7.8 +0.3 +8.1 +1.16 +0.92
95 Dillan Bentley Mass.-Lowell F 32 13 11 98 -6 3 9.7 +7.4 +0.8 +8.1 +1.16 +1.02
96 Jonathan Castagna Cornell F 34 14 (2 EN) 19 102 +23 8+1 11.2 +8.8 -0.7 +8.1 +1.16 +1.07
97 Abram Wiebe North Dakota D 40 5 24 77 +14 3 8.8 +6.9 +1.2 +8.0 +1.15 +1.23
98 Ben Dexheimer Wisconsin D 39 7 21 80 +2 5 9.2 +7.3 +0.7 +8.1 +1.15 +1.17
99 Mac Swanson North Dakota F 40 11 (1 EN) 17 61 +7 2 9.6 +6.7 +1.3 +8.0 +1.15 +0.99
100 Olivier Houde Lindenwood F 28 12 16 88 +14 8 10.5 +8.5 -0.4 +8.1 +1.15 +1.01
101 Ronan O'Donnell Yale F 27 12 11 73 -10 3 9.5 +7.5 +0.5 +8.0 +1.15 +0.95
102 Stephen Castagna Bentley F 38 11 18 98 +10 5+1 10.7 +7.9 +0.1 +8.0 +1.15 +1.08
103 Tyler Dunbar Union D 37 12 (2 EN) 21 131 +18 11+1 10.9 +9.1 -1.1 +8.0 +1.15 +1.24
104 John Mustard Providence F 35 16 11 133 +6 8+2 11.6 +9.1 -1.1 +8.0 +1.14 +1.01
105 Kellan Hjartarson Bentley F 38 9 21 83 +15 7 10.4 +7.7 +0.2 +7.9 +1.13 +1.08
106 Rasmus Svartstrom St. Lawrence F 34 17 7 86 -20 9 10.7 +8.2 -0.4 +7.9 +1.13 +0.79
107 Jack Stockfish Holy Cross F 36 12 (1 EN) 19 100 -5 9 10.7 +8.1 -0.3 +7.8 +1.12 +1.06
108 Quinn Emerson Bowling Green F 36 9 24 77 +11 9 10.7 +8.1 -0.3 +7.8 +1.12 +1.05
109 Simon Labelle Colgate F 37 13 (1 EN) 15 72 -5 5+1 10.4 +7.8 +0.1 +7.8 +1.12 +0.92
110 Callum Arnott Minnesota Duluth F 40 12 (1 EN) 15 100 +0 4 9.7 +6.8 +0.9 +7.7 +1.11 +1.05
111 Sam Harris Denver F 43 15 (1 EN) 20 132 +20 16+1 12.7 +9.6 -1.9 +7.7 +1.11 +1.05
112 Sutter Muzzatti Notre Dame F 37 13 20 96 -18 16 12.1 +9.4 -1.6 +7.8 +1.11 +0.96
113 Ben Ivey Army F 31 13 (2 EN) 11 70 -4 2 9.0 +6.8 +0.9 +7.7 +1.10 +0.93
114 Isaiah Norlin Colgate D 37 8 20 112 -8 9 9.6 +7.8 -0.2 +7.7 +1.10 +1.19
115 Lucas Buzziol Union F 37 14 (1 EN) 13 91 +11 8 10.4 +7.8 -0.1 +7.7 +1.10 +0.93
116 Max Montes Ohio State F 36 15 (1 EN) 13 81 +0 12 11.1 +8.5 -0.9 +7.7 +1.10 +0.85
117 Teydon Trembecky Michigan Tech F 35 13 11 80 +8 3 9.3 +6.8 +0.9 +7.7 +1.10 +0.91
118 Luigi Benincasa Minnesota State F 39 11 (1 EN) 17 115 +11 6 9.9 +7.1 +0.4 +7.6 +1.09 +1.12
119 Rieger Lorenz Denver F 43 17 (4 EN) 18 103 +25 14 11.7 +8.6 -1.0 +7.6 +1.09 +0.96
120 Nick Pierre Merrimack F 37 13 12 116 -10 5+1 10.2 +7.5 +0.1 +7.5 +1.08 +1.00
121 Colin Kessler Vermont F 34 10 16 110 -4 6 9.6 +7.2 +0.2 +7.4 +1.06 +1.08
122 Marcus Joughin Sacred Heart F 38 8 24 54 +9 5+2 10.6 +7.9 -0.5 +7.4 +1.06 +0.95
123 Ryan Walsh Cornell F 33 10 (1 EN) 23 73 +6 9+1 10.7 +8.3 -0.9 +7.4 +1.06 +0.98
124 Brett Meerman Augustana F 36 12 (1 EN) 14 54 +14 5 9.4 +6.8 +0.5 +7.3 +1.05 +0.83
125 Christian Fitzgerald Wisconsin F 39 16 (2 EN) 14 105 -3 13 11.1 +8.3 -1.0 +7.3 +1.05 +0.89
126 Cole Reschny North Dakota F 36 6 29 68 +13 11 10.6 +8.0 -0.7 +7.3 +1.05 +1.07
127 Jacob Fletcher Lindenwood F 26 12 10 49 +10 4 8.9 +7.0 +0.3 +7.3 +1.05 +0.77
128 Mason Marcellus Quinnipiac F 38 8 26 84 +20 10+1 11.1 +8.3 -1.0 +7.3 +1.05 +1.05
129 Barrett Hall St. Cloud State F 35 10 18 98 -5 9 10.1 +7.6 -0.3 +7.3 +1.04 +1.01
130 Will Dawson Air Force F 34 11 14 99 +11 3+1 9.4 +7.0 +0.3 +7.3 +1.04 +0.98
131 William Whitelaw Western Michigan F 39 19 (2 EN) 15 141 +14 18+1 12.5 +9.7 -2.5 +7.2 +1.04 +0.90
132 Xavier Veilleux Cornell D 34 6 21 55 +7 6 8.6 +6.9 +0.3 +7.2 +1.04 +1.01
133 Giacomo Martino Northeastern F 35 13 (1 EN) 12 52 -4 4 9.1 +6.5 +0.7 +7.2 +1.03 +0.78
134 Caelan Fitzpatrick Merrimack F 36 12 14 72 +1 10 10.2 +7.6 -0.5 +7.1 +1.01 +0.81
135 Jacob Mathieu Northeastern F 31 10 (3 EN) 20 67 +4 3 8.6 +6.3 +0.7 +7.0 +1.01 +0.98
136 Sixten Jennersjö Long Island F 27 7 15 85 -1 0 7.9 +5.9 +1.1 +7.1 +1.01 +1.05
137 William Gilson Quinnipiac D 37 5 23 61 +7 7 8.7 +6.9 +0.1 +7.0 +1.01 +1.03
138 Felix Caron Ohio State F 36 13 (1 EN) 16 90 +4 14 10.8 +8.3 -1.3 +7.0 +1.00 +0.86
139 Gavin Best Ferris State F 37 12 (1 EN) 14 78 -13 9 9.9 +7.2 -0.2 +7.0 +1.00 +0.85
140 Mick Thompson Harvard F 33 9 (1 EN) 18 99 -5 5 8.9 +6.6 +0.4 +7.0 +1.00 +1.05
141 Samuel Sjolund Western Michigan D 39 6 23 57 +13 9 8.9 +7.0 -0.1 +7.0 +1.00 +0.97
142 Tommi Männistö Michigan State F 36 12 9 55 +14 3 8.7 +6.1 +0.9 +7.0 +1.00 +0.74
143 Brett Rylance Long Island F 26 11 (1 EN) 12 68 +7 5 8.7 +6.8 +0.1 +6.9 +0.99 +0.85
144 Charlie Cerrato Penn State F 22 7 19 55 +4 5 8.6 +7.0 -0.1 +6.9 +0.99 +0.92
145 Dominik Rymon Bowling Green F 36 11 11 73 +1 2 8.4 +5.8 +1.1 +6.9 +0.99 +0.84
146 Tanner Klimpke Robert Morris F 38 14 (2 EN) 14 111 -10 9 9.8 +7.0 -0.2 +6.8 +0.98 +0.92
147 Carter Rapalje Ferris State F 37 11 9 110 -18 3 8.5 +5.8 +1.0 +6.8 +0.97 +0.95
148 Danny Nelson Notre Dame F 36 13 16 102 -16 16 11.0 +8.4 -1.7 +6.8 +0.97 +0.84
149 Davis Burnside Ohio State F 36 12 (1 EN) 19 119 +6 14+1 11.1 +8.5 -1.8 +6.8 +0.97 +0.97
150 Jake Braccini St. Thomas F 36 14 9 86 +4 10 9.9 +7.3 -0.5 +6.8 +0.97 +0.75
151 Joe Connor Northeastern F 35 13 13 96 -4 10 9.8 +7.3 -0.5 +6.8 +0.97 +0.83
152 Owen Van Steensel Clarkson F 38 12 13 82 -4 10 9.9 +7.1 -0.4 +6.7 +0.97 +0.80
153 Will Elger Providence F 35 9 (1 EN) 13 79 +2 0 7.8 +5.3 +1.5 +6.8 +0.97 +0.95
154 Scout Truman Minnesota Duluth F 39 14 (1 EN) 7 97 -2 4 8.7 +5.9 +0.8 +6.7 +0.96 +0.82
155 William Ahlrik Lake Superior F 36 11 (1 EN) 15 61 -2 7 9.2 +6.6 +0.1 +6.7 +0.96 +0.80
156 Brendan Gorman Princeton F 33 13 (2 EN) 9 78 -2 3 8.2 +5.8 +0.8 +6.6 +0.95 +0.81
157 Nick Sajevic Air Force F 34 8 (1 EN) 23 83 +12 10 9.6 +7.2 -0.6 +6.6 +0.95 +0.98
158 Owen Michaels Western Michigan F 39 13 (3 EN) 13 83 +10 3 8.4 +5.6 +1.0 +6.7 +0.95 +0.87
159 Matt DeBoer Holy Cross F 30 12 10 84 +5 7 8.9 +6.7 -0.1 +6.6 +0.94 +0.79
160 Reese Laubach Penn State F 36 12 16 87 -3 14 10.4 +7.8 -1.3 +6.5 +0.94 +0.79
161 Ryan O'Neill St. Thomas F 34 6 21 55 +10 6 8.8 +6.4 +0.2 +6.6 +0.94 +0.91
162 Isaac Gordon Michigan Tech F 37 8 (1 EN) 20 66 +4 5 8.6 +5.9 +0.6 +6.5 +0.93 +0.90
163 Jackson Smith Penn State D 34 11 15 82 -1 15 9.6 +8.0 -1.5 +6.5 +0.93 +0.80
164 Miguel Marques Maine F 33 10 14 49 +12 9 9.2 +6.9 -0.4 +6.5 +0.93 +0.72
165 Owen Beckner Colorado College F 30 7 16 68 +7 2 7.8 +5.6 +0.9 +6.5 +0.93 +0.91
166 Declan McDonnell Niagara F 35 12 13 110 -10 10 9.4 +6.9 -0.5 +6.4 +0.92 +0.86
167 Jacob Jastrzebski Augustana F 37 9 (1 EN) 15 73 +16 3 8.1 +5.5 +1.0 +6.4 +0.92 +0.87
168 Justin Gill Merrimack F 34 16 (1 EN) 17 76 +6 23+1 12.6 +10.1 -3.7 +6.5 +0.92 +0.62
169 Kaden Shahan Connecticut F 36 9 11 75 +5 0 7.5 +5.0 +1.4 +6.4 +0.92 +0.84
170 Nikita Nikora Dartmouth F 34 7 (2 EN) 18 60 +1 1 7.6 +5.2 +1.2 +6.4 +0.92 +0.95
171 Samu Salminen Denver F 43 11 (1 EN) 17 77 +22 8+1 9.8 +6.7 -0.3 +6.4 +0.92 +0.82
172 Tyler Hotson Bowling Green F 36 12 (1 EN) 15 74 +10 7+1 9.4 +6.8 -0.4 +6.4 +0.92 +0.77
173 Will Vote Boston College F 36 10 (1 EN) 11 44 +4 0 7.5 +4.9 +1.5 +6.4 +0.92 +0.74
174 Adam Valentini Michigan F 39 11 16 85 +3 13 10.1 +7.3 -1.0 +6.4 +0.91 +0.80
175 Cullen Potter Arizona State F 23 11 (1 EN) 13 76 -2 8 8.6 +7.0 -0.6 +6.3 +0.91 +0.80
176 LJ Mooney Minnesota F 34 7 23 72 -10 10+1 9.8 +7.4 -1.1 +6.3 +0.91 +0.90
177 Matthew Romer Stonehill F 32 14 (1 EN) 5 73 -16 5 8.3 +6.0 +0.3 +6.3 +0.91 +0.67
178 Noah Ellis Sacred Heart D 38 9 10 72 +4 4 7.4 +5.6 +0.8 +6.4 +0.91 +0.83
179 Zach Wigle RIT F 34 7 16 50 +4 2 7.8 +5.3 +1.0 +6.4 +0.91 +0.83
180 Amine Hajibi Northeastern F 35 7 19 64 +5 5 8.3 +5.8 +0.5 +6.3 +0.90 +0.86
181 Simon Tassy Wisconsin F 39 14 (1 EN) 9 93 +3 9 9.2 +6.4 -0.2 +6.3 +0.90 +0.74
182 Adam Eisele Ohio State F 35 13 6 72 -5 7 8.7 +6.2 +0.1 +6.2 +0.89 +0.65
183 Grayden Siepmann Minnesota Duluth D 37 6 13 56 -5 1 6.6 +4.8 +1.4 +6.2 +0.89 +0.86
184 Kristian Epperson Denver F 39 11 11 78 +11 7 8.7 +5.9 +0.2 +6.2 +0.89 +0.75
185 Ryan Conmy Boston College F 35 9 (2 EN) 18 103 -1 5 8.2 +5.7 +0.5 +6.2 +0.89 +0.99
186 Josh Zary Ferris State F 36 13 7 51 -5 9 9.0 +6.5 -0.3 +6.2 +0.88 +0.56
187 Michael Citara Alaska F 25 11 10 64 -5 8 8.5 +6.7 -0.6 +6.1 +0.88 +0.69
188 Owen Fowler Maine F 34 12 9 89 +19 9 9.0 +6.5 -0.4 +6.2 +0.88 +0.74
189 Jake Livanavage North Dakota D 39 5 (1 EN) 20 73 +15 5 7.2 +5.4 +0.7 +6.1 +0.87 +0.98
190 Jaxson Ezman Princeton F 33 11 (1 EN) 15 89 -5 11 9.3 +6.9 -0.8 +6.1 +0.87 +0.81
191 Luciano Wilson RPI F 34 8 14 64 -11 3+1 8.2 +5.8 +0.3 +6.1 +0.87 +0.79
192 Michael Neumeier Colgate D 37 7 16 116 -28 9 8.0 +6.2 -0.2 +6.0 +0.87 +1.02
193 Ryan Tattle Connecticut F 36 13 (2 EN) 18 127 +7 16 10.4 +7.8 -1.8 +6.1 +0.87 +0.90
194 Barron Woodring Army F 35 7 17 55 +0 7 8.4 +5.9 +0.1 +6.0 +0.86 +0.79
195 Caiden Gault Northern Michigan F 33 15 2 101 -23 7+1 8.8 +6.5 -0.5 +6.0 +0.86 +0.64
196 Liam Watkins Minnesota State F 39 6 17 73 +18 3 7.8 +5.0 +1.0 +6.0 +0.86 +0.90
197 Matt Basgall Michigan State D 36 4 17 77 +18 2 6.6 +4.8 +1.2 +6.0 +0.86 +0.98
198 Gavin Bryant Sacred Heart F 32 10 10 61 -4 5 8.0 +5.7 +0.3 +5.9 +0.85 +0.69
199 Maxime Pellerin Omaha F 35 10 12 68 -5 7 8.4 +5.9 +0.1 +6.0 +0.85 +0.72
200 Reilly Funk Bemidji State F 36 12 8 92 -7 8 8.6 +6.0 -0.1 +5.9 +0.85 +0.72
201 Andon Cerbone Quinnipiac F 40 9 13 109 +13 5 8.2 +5.3 +0.6 +5.9 +0.84 +0.89
202 Casey Severo Harvard F 34 9 9 67 -8 1 7.1 +4.7 +1.2 +5.9 +0.84 +0.74
203 Easton Young Augustana D 36 7 13 56 +6 5 7.0 +5.3 +0.6 +5.9 +0.84 +0.78
204 Justin Cote Clarkson F 38 11 8 69 +0 5 8.0 +5.3 +0.6 +5.9 +0.84 +0.67
205 Killian Kiecker-Olson Canisius F 35 8 19 39 -2 13 9.5 +7.0 -1.1 +5.8 +0.84 +0.67
206 Rhys Chiddenton Canisius F 35 11 (1 EN) 10 128 -2 6 8.1 +5.6 +0.3 +5.9 +0.84 +0.92
207 Jack Kernan North Dakota F 36 11 10 65 +12 7 8.3 +5.7 +0.1 +5.8 +0.83 +0.65
208 Jake Manfre Princeton F 33 15 (3 EN) 10 81 +22 11 9.0 +6.6 -0.8 +5.8 +0.83 +0.67
209 CJ Foley Dartmouth D 34 3 20 82 +1 6 7.1 +5.5 +0.3 +5.7 +0.82 +1.01
210 Etienne Lessard Union D 37 5 19 72 +9 9 7.7 +5.9 -0.2 +5.7 +0.82 +0.89
211 Javon Moore Minnesota F 36 8 (1 EN) 13 60 -6 2 7.2 +4.6 +1.1 +5.7 +0.82 +0.77
212 Luke Misa Penn State F 36 8 11 89 -2 1 7.0 +4.4 +1.3 +5.8 +0.82 +0.84
213 Aaron Schwartz Quinnipiac F 39 8 (2 EN) 21 79 +7 9 8.7 +5.9 -0.2 +5.7 +0.81 +0.86
214 Colton Friesen Augustana F 37 12 (3 EN) 14 75 +10 8 8.4 +5.7 -0.0 +5.7 +0.81 +0.74
215 Jack Smith Minnesota State F 39 11 10 87 -8 9 8.6 +5.8 -0.2 +5.6 +0.81 +0.70
216 Tanner Adams Providence F 35 11 (4 EN) 13 49 +6 3 7.3 +4.8 +0.9 +5.7 +0.81 +0.72
217 Andre Gasseau Boston College F 23 6 17 45 -2 6 7.5 +5.8 -0.2 +5.6 +0.80 +0.73
218 Ben Robertson Michigan D 39 1 22 64 +23 3 6.4 +4.5 +1.1 +5.6 +0.80 +1.00
219 Dylan Kinch Long Island F 27 7 (1 EN) 13 68 +2 2 6.8 +4.8 +0.7 +5.6 +0.80 +0.81
220 Jack Harvey Boston University F 35 13 (3 EN) 8 63 -3 3 7.2 +4.7 +0.9 +5.6 +0.80 +0.65
221 Jacob Maillet Niagara F 35 8 13 68 +4 4 7.4 +4.9 +0.7 +5.6 +0.80 +0.74
222 Nik Hong Army F 35 11 10 68 -3 8+1 8.7 +6.2 -0.6 +5.6 +0.80 +0.62
223 Ray Fust Sacred Heart F 37 8 11 79 +1 2 7.2 +4.5 +1.1 +5.6 +0.80 +0.78
224 Ryan Botterill Wisconsin F 37 10 (3 EN) 12 91 +10 1 6.8 +4.2 +1.4 +5.6 +0.80 +0.85
225 David Chen Yale F 30 6 17 61 -11 7 7.9 +5.7 -0.2 +5.5 +0.79 +0.78
226 Matteo Giampa Miami F 29 12 (1 EN) 12 73 +5 14 9.2 +7.1 -1.6 +5.5 +0.79 +0.63
227 Nils Forselius Army F 32 5 21 62 -4 10 8.4 +6.2 -0.7 +5.5 +0.79 +0.82
228 Adam Flammang Bemidji State F 29 8 20 85 -3 17 9.7 +7.6 -2.2 +5.4 +0.78 +0.78
229 Alton McDermott Canisius F 17 8 6 31 -1 0 6.0 +4.7 +0.7 +5.5 +0.78 +0.58
230 Calem Mangone Lake Superior F 34 12 (1 EN) 14 81 +0 15 9.4 +7.0 -1.6 +5.5 +0.78 +0.65
231 Colin Grable Dartmouth D 34 6 15 50 +28 9 7.4 +5.7 -0.3 +5.4 +0.78 +0.72
232 Jackson Reineke Robert Morris F 34 11 (1 EN) 11 78 -9 5+1 8.0 +5.5 -0.1 +5.5 +0.78 +0.68
233 Max Smolinski St. Cloud State D 35 6 12 56 -11 4 6.4 +4.7 +0.7 +5.4 +0.78 +0.75
234 Nick Ring New Hampshire F 35 9 (1 EN) 12 66 -13 4 7.2 +4.7 +0.7 +5.4 +0.78 +0.71
235 Noah Serdachny Long Island F 27 9 12 80 -1 7+1 8.1 +6.2 -0.8 +5.4 +0.78 +0.72
236 Roger McQueen Providence F 35 11 15 104 +4 15+1 10.0 +7.5 -2.0 +5.5 +0.78 +0.73
237 Braden Blace Quinnipiac D 33 5 15 50 +21 5 6.6 +5.0 +0.4 +5.3 +0.77 +0.75
238 Breck McKinley Bowling Green D 36 2 24 55 +14 8 7.1 +5.4 -0.0 +5.3 +0.77 +0.88
239 Micah Berger Yale F 30 7 11 53 -8 2 6.8 +4.6 +0.8 +5.4 +0.77 +0.70
240 Nick Williams St. Thomas D 33 6 11 64 +7 3 6.1 +4.5 +0.8 +5.4 +0.77 +0.77
241 Oliver Tarr Canisius F 35 8 (1 EN) 12 81 +1 3 7.0 +4.5 +0.9 +5.4 +0.77 +0.80
242 Chase Cheslock St. Thomas D 38 1 23 62 +5 6 6.7 +4.8 +0.5 +5.3 +0.76 +0.94
243 Evan Konyen RIT F 33 12 (1 EN) 11 71 +5 9+1 8.6 +6.2 -0.9 +5.3 +0.76 +0.59
244 Louis-Philippe Fontaine Lindenwood F 28 9 10 69 -4 6 7.3 +5.3 -0.0 +5.3 +0.76 +0.67
245 Nathan Pilling St. Thomas F 38 15 (2 EN) 13 138 +7 15+2 10.4 +7.7 -2.4 +5.3 +0.76 +0.75
246 Paul Fischer Notre Dame D 33 6 16 54 -15 7+1 7.3 +5.8 -0.5 +5.3 +0.76 +0.72
247 Evan Orr Stonehill D 32 5 13 92 -13 4 6.2 +4.6 +0.6 +5.2 +0.75 +0.89
248 Noah Hackett Niagara F 35 12 (1 EN) 6 79 +7 2+1 7.2 +4.6 +0.6 +5.2 +0.75 +0.62
249 Riley Thompson Ohio State F 36 12 14 107 -4 15+2 10.3 +7.7 -2.5 +5.2 +0.75 +0.67
250 Seamus Powell Merrimack D 37 3 15 40 -9 1 5.6 +3.8 +1.4 +5.2 +0.75 +0.78
251 Caden Cranston Merrimack F 36 7 (1 EN) 15 57 -7 5 7.2 +4.6 +0.5 +5.2 +0.74 +0.71
252 Elias Jansson Michigan Tech F 36 8 (1 EN) 13 61 -1 3 6.8 +4.2 +0.9 +5.2 +0.74 +0.69
253 Jake Southgate Lindenwood F 28 8 13 93 -1 8 7.6 +5.6 -0.4 +5.2 +0.74 +0.77
254 Luke Osburn Wisconsin D 33 6 15 78 -2 9 7.1 +5.5 -0.3 +5.2 +0.74 +0.79
255 Malcolm Spence Michigan F 39 10 15 73 +18 15 9.3 +6.5 -1.4 +5.2 +0.74 +0.62
256 Morgan Winters New Hampshire F 33 11 (1 EN) 11 88 -17 7+1 8.0 +5.7 -0.5 +5.2 +0.74 +0.67
257 TJ Schweighardt Mass.-Lowell D 34 4 14 72 -6 2 5.8 +4.1 +1.1 +5.2 +0.74 +0.85
258 Ben Doran Bowling Green F 36 7 (1 EN) 24 80 +9 15 9.1 +6.6 -1.5 +5.1 +0.73 +0.78
259 Elliott Groenewold Quinnipiac D 40 7 14 75 +39 10 7.4 +5.4 -0.3 +5.1 +0.73 +0.73
260 Garrett Schifsky Michigan F 39 13 11 85 +22 13+2 9.8 +7.0 -2.0 +5.1 +0.73 +0.54
261 Hudson Malinoski Providence F 35 11 4 82 +1 2+1 7.0 +4.5 +0.6 +5.1 +0.73 +0.60
262 Nolan Cunningham Air Force D 34 7 13 71 +4 9 7.0 +5.4 -0.3 +5.1 +0.73 +0.72
263 Sam LeDrew St. Lawrence F 32 10 7 56 -13 5 7.0 +4.7 +0.3 +5.1 +0.73 +0.55
264 Tate Taylor Clarkson D 37 8 (1 EN) 11 77 -2 7 6.7 +4.9 +0.2 +5.1 +0.73 +0.74
265 Dominic Elliott Robert Morris D 38 6 12 68 -1 5 6.2 +4.3 +0.7 +5.0 +0.72 +0.73
266 Oliver Tulk Wisconsin F 39 7 17 65 +4 10 8.2 +5.4 -0.4 +5.0 +0.72 +0.68
267 Filip Sitar RPI F 35 8 9 55 -12 4 6.8 +4.3 +0.6 +5.0 +0.71 +0.60
268 Francesco Dell'Elce Massachusetts D 35 5 16 76 +10 9 6.9 +5.2 -0.3 +4.9 +0.71 +0.79
269 Hunter Price Canisius F 27 8 6 43 -3 1 6.0 +4.0 +0.9 +5.0 +0.71 +0.56
270 Jake Sondreal Boston College F 36 7 14 70 +7 6 7.2 +4.6 +0.3 +4.9 +0.71 +0.69
271 Jared Mangan Clarkson F 38 8 12 61 +1 7 7.5 +4.7 +0.2 +4.9 +0.71 +0.62
272 Larry Keenan Massachusetts D 35 7 (1 EN) 11 76 +6 5 6.1 +4.4 +0.5 +4.9 +0.71 +0.75
273 Cameron Garvey Robert Morris F 38 11 (2 EN) 14 98 -3 11 8.2 +5.5 -0.6 +4.9 +0.70 +0.71
274 Charles Savoie Lindenwood F 21 9 (1 EN) 18 42 +10 12+2 8.9 +7.4 -2.5 +4.9 +0.70 +0.55
275 Cooper Pierson St. Lawrence F 34 5 15 55 -22 3 6.5 +4.1 +0.8 +4.9 +0.70 +0.71
276 Donovan Frias Yale F 30 6 14 67 +5 6 7.0 +4.9 -0.0 +4.9 +0.70 +0.71
277 Jay Ahearn Mass.-Lowell F 34 13 (2 EN) 6 90 -9 7 7.3 +4.9 +0.0 +4.9 +0.70 +0.61
278 Julius Sumpf Providence F 35 4 17 73 +7 4 6.8 +4.2 +0.7 +4.9 +0.70 +0.82
279 Maximilion Helgeson Miami F 36 10 (1 EN) 10 73 +10 8 7.6 +5.0 -0.1 +4.9 +0.70 +0.62
280 Michael Quinn Miami D 36 4 15 46 +10 6 6.2 +4.5 +0.4 +4.9 +0.70 +0.71
281 Casper Nassen Miami F 36 6 12 53 -5 3 6.5 +3.9 +0.9 +4.8 +0.69 +0.65
282 Connor McClennon Bemidji State F 36 11 7 84 -2 7+1 7.8 +5.2 -0.4 +4.8 +0.69 +0.57
283 Ilia Morozov Miami F 36 8 12 69 +2 6+1 7.6 +5.0 -0.2 +4.8 +0.69 +0.63
284 Jack Anderson Michigan Tech D 38 8 13 75 +9 9+1 7.3 +5.5 -0.6 +4.8 +0.69 +0.66
285 Kocha Delic Miami F 36 11 (1 EN) 14 106 +1 14+1 9.2 +6.6 -1.8 +4.8 +0.69 +0.69
286 Connor Milburn Lake Superior F 34 6 13 68 -4 4 6.6 +4.1 +0.6 +4.8 +0.68 +0.70
287 Gavyn Thoreson St. Cloud State F 35 11 8 59 -3 11 8.0 +5.5 -0.7 +4.8 +0.68 +0.47
288 JR Perdion Long Island F 27 8 10 61 +1 5+1 7.0 +5.1 -0.4 +4.8 +0.68 +0.59
289 Nathan Morin Dartmouth F 28 9 6 39 +12 5 6.5 +4.5 +0.2 +4.7 +0.68 +0.47
290 Nick Bernardo Long Island D 24 8 7 58 +6 7 6.2 +5.1 -0.3 +4.7 +0.68 +0.58
291 Thomas Klassek RPI D 34 3 15 41 -7 4 5.7 +4.1 +0.7 +4.8 +0.68 +0.71
292 Cam MacDonald Dartmouth F 33 6 16 52 +26 10 7.6 +5.3 -0.6 +4.7 +0.67 +0.62
293 Dakoda Rheaume-Mullen Michigan D 39 4 14 54 +13 5 5.8 +4.0 +0.7 +4.7 +0.67 +0.71
294 Jake Kraft Cornell F 34 9 (1 EN) 9 80 +11 4 6.5 +4.1 +0.6 +4.7 +0.67 +0.65
295 Keaton Verhoeff North Dakota D 36 6 14 69 +7 7+1 6.7 +5.0 -0.3 +4.7 +0.67 +0.69
296 Matthew Morden Harvard D 34 4 16 57 +5 5+1 6.3 +4.7 -0.0 +4.7 +0.67 +0.72
297 Nate Hanley Union F 36 6 (2 EN) 16 78 -12 3 6.4 +3.8 +0.9 +4.7 +0.67 +0.80
298 Philip Tresca Harvard F 30 8 (1 EN) 11 48 +3 5 6.6 +4.4 +0.3 +4.7 +0.67 +0.58
299 Ryan Gordon Ohio State F 36 5 17 83 -4 8 7.3 +4.7 -0.1 +4.7 +0.67 +0.78
300 Austin Brimmer RIT F 34 8 (2 EN) 15 66 +6 7 7.0 +4.6 +0.0 +4.6 +0.66 +0.66
How it's built, and how well it holds up
  • Goals created splits each goal between the scorer and assisters ((G + A/2) scaled so a team's skaters add up to its goals). Empty-net goals are removed.
  • Offense = goals created minus what a replacement-level player at the same position produces in the same number of games. Penalties = power plays given versus the position average, times the league's power-play conversion; a major counts 2.5 minors, misconducts nothing.
  • Wins = GAR ÷ 7.0 goals per win (fitted from team records). Shot-weighted counts goals half as scored, half as shots on goal × league shooting %, because shot volume repeats better than finishing.
  • Season to season (players with 15+ games in both): GAR per game r = 0.61, points per game 0.65, shots per game 0.72, +/− per game 0.32. GAR is mostly scoring, so it repeats about as well as points.
  • Predicting next season's team goal differential per game from last season's: error 0.773; adding the change in roster GAR (returners plus incoming transfers, minus last year's roster) 0.747, shot-weighted 0.742, roster points 0.754. A real but modest gain, better than points, in 4 of 5 held-out seasons (252 team-seasons).
  • Positions come from CHN rosters (players missing from a roster are treated as forwards).