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 Ethan Wyttenbach Quinnipiac F 40 25 (2 EN) 34 105 +13 10 20.9 +18.1 -0.3 +17.8 +2.58 +2.07
2 Zam Plante Minnesota Duluth F 40 20 29 150 +16 1 18.1 +15.3 +1.5 +16.8 +2.43 +2.20
3 T.J. Hughes Michigan F 39 21 (3 EN) 34 136 +12 5 18.4 +15.6 +0.6 +16.2 +2.36 +2.15
4 Hayden Stavroff Dartmouth F 34 28 19 106 +15 17 20.2 +17.8 -2.0 +15.8 +2.30 +1.59
5 Max Plante Minnesota Duluth F 40 25 (4 EN) 27 152 +19 9+1 18.1 +15.3 -0.6 +14.7 +2.13 +1.86
6 James Hagens Boston College F 34 23 (1 EN) 24 133 +10 12 17.5 +15.1 -1.0 +14.1 +2.05 +1.69
7 Alex Gaffney St. Thomas F 38 18 22 111 +9 2 15.5 +12.8 +1.2 +13.9 +2.03 +1.73
8 Jayden Perron Michigan F 39 18 22 104 +14 2 15.2 +12.4 +1.2 +13.7 +1.99 +1.67
9 Michael Hage Michigan F 38 12 (1 EN) 39 104 +15 7 16.0 +13.3 +0.2 +13.5 +1.96 +1.91
10 Gavin McKenna Penn State F 34 14 (1 EN) 36 143 -4 3+2 15.7 +13.3 -0.2 +13.1 +1.90 +1.91
11 Porter Martone Michigan State F 34 24 (2 EN) 25 118 +24 19 17.8 +15.3 -2.4 +13.0 +1.88 +1.47
12 Austin Burnevik St. Cloud State F 35 20 (2 EN) 18 124 -4 3 14.4 +11.9 +0.9 +12.8 +1.85 +1.60
13 Brandon Buhr Union F 35 19 (1 EN) 17 112 -1 5 14.1 +11.6 +0.5 +12.1 +1.76 +1.46
14 Cruz Lucius Arizona State F 35 15 (1 EN) 29 134 +0 8 14.8 +12.3 -0.1 +12.1 +1.76 +1.70
15 Markus Vidicek Quinnipiac F 40 20 (1 EN) 15 101 +11 3 13.9 +11.0 +1.1 +12.1 +1.76 +1.39
16 Antonin Verreault Quinnipiac F 40 16 24 93 +18 7 14.6 +11.8 +0.3 +12.1 +1.75 +1.47
17 Brodie Ziemer Minnesota F 36 23 (2 EN) 13 134 -10 8 14.6 +12.0 -0.1 +11.9 +1.73 +1.40
18 Kai Daniells Princeton F 33 19 (3 EN) 20 113 +19 4 13.7 +11.3 +0.6 +11.9 +1.73 +1.52
19 Ben Muthersbaugh Union F 36 19 16 150 -1 6+1 14.4 +11.8 -0.2 +11.7 +1.69 +1.49
20 Charlie Stramel Michigan State F 36 19 (1 EN) 25 98 +29 15 15.7 +13.1 -1.5 +11.7 +1.69 +1.36
21 Will Horcoff Michigan F 39 25 14 110 +10 20 16.8 +14.0 -2.4 +11.7 +1.69 +1.13
22 Oliver Peer Bemidji State F 34 20 (1 EN) 16 101 +9 5+2 14.5 +12.1 -0.6 +11.5 +1.67 +1.30
23 Dean Letourneau Boston College F 36 22 (2 EN) 17 129 +9 11 14.7 +12.1 -0.7 +11.4 +1.66 +1.36
24 Evan Werner Notre Dame F 37 18 16 126 -13 6 13.6 +11.0 +0.3 +11.4 +1.65 +1.41
25 Matt DiMarsico Penn State F 36 18 (2 EN) 24 128 +9 9 14.2 +11.6 -0.3 +11.3 +1.64 +1.49
26 Eric Pohlkamp Denver D 43 18 (2 EN) 20 188 +24 9+1 13.7 +11.7 -0.4 +11.2 +1.63 +1.69
27 Hank Cleaves Dartmouth F 34 18 (1 EN) 21 78 +20 11+1 14.8 +12.4 -1.3 +11.1 +1.62 +1.23
28 Ben Strinden North Dakota F 38 15 20 102 +15 4 12.9 +10.2 +0.8 +11.0 +1.59 +1.39
29 Jake Karabela Ohio State F 36 14 20 89 +6 5 13.0 +10.5 +0.5 +11.0 +1.59 +1.37
30 Chris Pelosi Quinnipiac F 35 18 (1 EN) 16 94 +5 6 13.1 +10.6 +0.3 +10.8 +1.58 +1.26
31 Justin Poirier Maine F 27 18 11 97 +3 6 12.8 +10.8 -0.1 +10.8 +1.57 +1.21
32 Felix Trudeau Sacred Heart F 37 24 (2 EN) 22 152 +14 24+1 17.0 +14.3 -3.8 +10.6 +1.54 +1.24
33 Gavin Morrissey Wisconsin F 36 9 27 54 +9 1 11.8 +9.3 +1.3 +10.6 +1.54 +1.39
34 Tyson Gross St. Cloud State F 35 17 (1 EN) 23 90 -2 15 14.6 +12.2 -1.5 +10.6 +1.54 +1.25
35 Josh Nadeau Maine F 30 17 (1 EN) 13 106 +6 4 12.2 +10.1 +0.5 +10.6 +1.53 +1.29
36 Walter Zacher Canisius F 32 19 12 120 -6 10 13.3 +11.1 -0.7 +10.4 +1.51 +1.20
37 Aiden Fink Penn State F 29 10 28 103 -1 5 12.2 +10.1 +0.2 +10.3 +1.50 +1.48
38 Bennett Schimek Arizona State F 34 12 (2 EN) 29 101 -3 7 12.7 +10.3 +0.0 +10.3 +1.49 +1.47
39 Jake Black Bentley F 38 16 (1 EN) 20 117 +17 10 13.4 +10.7 -0.4 +10.3 +1.49 +1.33
40 Lucas Wahlin St. Thomas F 36 21 (3 EN) 18 138 +14 13+1 14.4 +11.8 -1.6 +10.2 +1.49 +1.28
41 Jack Ivey Army F 35 14 14 110 +3 1 11.4 +9.0 +1.3 +10.2 +1.48 +1.33
42 Jayson Shaugabay Minnesota Duluth F 40 11 (2 EN) 32 81 +11 9 13.1 +10.3 -0.1 +10.2 +1.48 +1.42
43 Dylan Hryckowian Northeastern F 29 15 (2 EN) 22 107 +8 6 12.1 +10.0 +0.0 +10.0 +1.46 +1.34
44 Liam Valente Western Michigan F 39 20 (2 EN) 15 149 +12 9 12.9 +10.1 -0.2 +10.0 +1.45 +1.29
45 Dylan James North Dakota F 40 21 (3 EN) 11 98 +17 5 12.1 +9.3 +0.7 +9.9 +1.44 +1.11
46 Evan Murr Minnesota State D 39 10 20 110 +25 3 10.7 +8.8 +1.1 +9.9 +1.44 +1.45
47 Will Zellers North Dakota F 38 18 (1 EN) 16 122 +4 7+1 12.9 +10.2 -0.3 +9.9 +1.44 +1.22
48 Quinn Finley Wisconsin F 37 17 (2 EN) 16 129 -1 6 12.1 +9.5 +0.3 +9.8 +1.43 +1.31
49 Max Koskipirtti Michigan Tech F 38 13 (1 EN) 21 67 +9 2 11.3 +8.6 +1.2 +9.8 +1.42 +1.21
50 Ty Hanson Minnesota Duluth D 40 10 (1 EN) 26 124 +16 8 11.6 +9.6 +0.2 +9.8 +1.42 +1.52
51 Grant Slukynsky Western Michigan F 39 10 (2 EN) 30 97 +15 4 11.6 +8.9 +0.8 +9.7 +1.41 +1.44
52 James Reeder Denver F 43 10 23 58 +18 2 11.3 +8.3 +1.4 +9.7 +1.41 +1.23
53 Trevor Hoskin Merrimack F 32 12 21 65 +3 7 12.0 +9.7 -0.1 +9.6 +1.40 +1.17
54 Colby MacArthur Union F 35 12 19 90 +6 5 11.5 +9.0 +0.5 +9.4 +1.37 +1.23
55 Lucas Van Vliet St. Thomas F 37 14 (1 EN) 21 118 +1 8+1 12.5 +9.9 -0.6 +9.3 +1.36 +1.28
56 Michael Mesic Bentley F 27 14 (2 EN) 16 90 +11 3 10.7 +8.8 +0.5 +9.3 +1.35 +1.21
57 Tristan Lemyre Minnesota State F 39 16 (3 EN) 18 118 +5 4+1 11.8 +9.0 +0.3 +9.3 +1.35 +1.27
58 Clarke Caswell Denver F 43 8 26 58 +11 3 11.1 +8.0 +1.2 +9.2 +1.34 +1.24
59 Grant Porter Canisius F 35 12 (2 EN) 23 88 -1 6 11.5 +9.0 +0.3 +9.2 +1.34 +1.27
60 Zaccharya Wisdom Western Michigan F 39 17 (1 EN) 13 86 +19 3+1 11.4 +8.6 +0.5 +9.2 +1.33 +1.03
61 Caton Ryan Cornell F 34 12 18 67 +20 4 10.9 +8.5 +0.6 +9.1 +1.32 +1.10
62 Brody Lamb Minnesota F 35 14 (1 EN) 16 100 -6 6 11.1 +8.6 +0.3 +8.9 +1.29 +1.15
63 Brandon Holt Maine D 35 6 (1 EN) 26 72 +12 4 9.8 +8.1 +0.7 +8.8 +1.28 +1.35
64 Daniel Russell Michigan State F 36 11 (1 EN) 26 113 +25 10 11.8 +9.3 -0.5 +8.8 +1.28 +1.29
65 David Jacobs Princeton F 33 10 (1 EN) 26 64 +23 9 11.6 +9.2 -0.4 +8.8 +1.28 +1.16
66 Ryan Bottrill Clarkson F 38 9 27 64 +2 10 11.9 +9.2 -0.4 +8.8 +1.28 +1.16
67 Max Nagel Colgate F 27 11 16 71 -4 3 10.2 +8.2 +0.5 +8.8 +1.27 +1.10
68 Parker Lalonde Merrimack F 36 13 (2 EN) 20 74 +7 7 11.2 +8.6 +0.1 +8.7 +1.27 +1.11
69 Chris Hedden Air Force D 34 11 (1 EN) 19 109 +8 6 10.0 +8.4 +0.3 +8.7 +1.26 +1.26
70 JJ Wiebusch Penn State F 36 16 18 83 +10 12+1 12.7 +10.1 -1.4 +8.7 +1.26 +0.96
71 Kasper Magnussen Bemidji State F 36 10 (1 EN) 21 94 +3 4 10.5 +7.9 +0.7 +8.6 +1.25 +1.24
72 Cole Eiserman Boston University F 31 18 (2 EN) 10 112 -6 7 10.8 +8.6 -0.1 +8.5 +1.24 +1.03
73 Jack Musa Massachusetts F 33 15 (4 EN) 18 69 +11 4 10.3 +8.0 +0.6 +8.5 +1.24 +1.07
74 Stiven Sardarian Michigan Tech F 36 12 (3 EN) 32 68 +11 15 12.6 +10.0 -1.5 +8.5 +1.24 +1.14
75 Anthony Romani Michigan State F 36 14 (1 EN) 15 89 +5 5 10.6 +8.0 +0.5 +8.5 +1.23 +1.06
76 Charlie Major Cornell F 32 10 17 86 +2 1 9.6 +7.3 +1.1 +8.4 +1.23 +1.15
77 Ellis Rickwood North Dakota F 35 9 (1 EN) 28 57 +14 7+1 11.3 +8.9 -0.4 +8.4 +1.22 +1.12
78 Kyle Chyzowski Denver F 43 13 14 98 +2 2+1 10.6 +7.5 +0.9 +8.4 +1.22 +1.07
79 Leonid Bulgakov Augustana F 36 15 8 73 +2 1 9.6 +7.1 +1.3 +8.4 +1.22 +0.91
80 Logan Sawyer Providence F 35 14 14 96 +3 9 11.2 +8.8 -0.3 +8.4 +1.22 +1.02
81 Boston Buckberger Denver D 43 10 19 130 +32 9 10.3 +8.2 +0.1 +8.3 +1.21 +1.29
82 Parker Lindauer Union F 37 10 (1 EN) 24 85 +7 9 11.2 +8.6 -0.2 +8.3 +1.21 +1.16
83 Cole Hutson Boston University D 34 10 22 145 +14 12 10.8 +9.2 -0.9 +8.3 +1.20 +1.33
84 Cole Knuble Notre Dame F 36 9 22 111 -19 6 10.5 +7.9 +0.3 +8.2 +1.20 +1.24
85 Nick Moldenhauer Michigan F 39 15 (3 EN) 14 86 +26 3 10.0 +7.2 +1.0 +8.2 +1.20 +1.04
86 Sam Stitz Air Force F 33 11 21 94 +10 9 11.0 +8.7 -0.4 +8.3 +1.20 +1.12
87 Giovanni Morneau Lindenwood F 28 10 (1 EN) 19 92 -3 3 9.6 +7.7 +0.6 +8.2 +1.19 +1.18
88 Stephen Castagna Bentley F 38 11 18 98 +10 5+1 10.7 +8.0 +0.1 +8.1 +1.18 +1.10
89 Tyler Cristall St. Lawrence F 34 10 (1 EN) 21 91 -11 5 10.1 +7.7 +0.4 +8.2 +1.18 +1.16
90 Ben Dexheimer Wisconsin D 39 7 21 80 +2 5 9.2 +7.3 +0.7 +8.1 +1.17 +1.19
91 Dillan Bentley Mass.-Lowell F 32 13 11 98 -6 3 9.6 +7.3 +0.7 +8.1 +1.17 +1.02
92 Reid Pabich Sacred Heart F 38 14 (2 EN) 17 119 +3 7 10.6 +7.8 +0.2 +8.0 +1.17 +1.13
93 Tyler Dunbar Union D 37 12 (2 EN) 21 131 +18 11+1 10.9 +9.2 -1.1 +8.1 +1.17 +1.26
94 Abram Wiebe North Dakota D 40 5 24 77 +14 3 8.8 +6.8 +1.2 +8.0 +1.16 +1.24
95 Olivier Houde Lindenwood F 28 12 16 88 +14 8 10.4 +8.4 -0.4 +8.0 +1.16 +1.02
96 Ryker Lee Michigan State F 34 15 (1 EN) 13 111 +5 8 10.6 +8.1 -0.2 +8.0 +1.16 +1.02
97 Václav Nestrašil Massachusetts F 33 12 (1 EN) 16 87 -1 4 9.8 +7.4 +0.6 +8.0 +1.16 +1.05
98 John Mustard Providence F 35 16 11 133 +6 8+2 11.5 +9.0 -1.1 +7.9 +1.15 +1.00
99 Kellan Hjartarson Bentley F 38 9 21 83 +15 7 10.4 +7.7 +0.2 +7.9 +1.15 +1.10
100 Mikey Adamson Sacred Heart D 38 4 30 81 -9 9 9.8 +8.0 -0.1 +7.8 +1.14 +1.27
101 Rasmus Svartstrom St. Lawrence F 34 17 7 86 -20 9 10.7 +8.2 -0.4 +7.9 +1.14 +0.80
102 Simon Labelle Colgate F 37 13 (1 EN) 15 72 -5 5+1 10.4 +7.8 +0.1 +7.8 +1.14 +0.93
103 Callum Arnott Minnesota Duluth F 40 12 (1 EN) 15 100 +0 4 9.7 +6.9 +0.9 +7.8 +1.13 +1.06
104 Quinn Emerson Bowling Green F 36 9 24 77 +11 9 10.7 +8.1 -0.3 +7.8 +1.13 +1.06
105 Sutter Muzzatti Notre Dame F 37 13 20 96 -18 16 12.1 +9.4 -1.6 +7.8 +1.13 +0.97
106 Ben Ivey Army F 31 13 (2 EN) 11 70 -4 2 9.0 +6.8 +0.9 +7.7 +1.12 +0.94
107 Lucas Buzziol Union F 37 14 (1 EN) 13 91 +11 8 10.4 +7.8 -0.1 +7.7 +1.12 +0.94
108 Sam Harris Denver F 43 15 (1 EN) 20 132 +20 16+1 12.7 +9.6 -1.9 +7.7 +1.12 +1.05
109 Isaiah Norlin Colgate D 37 8 20 112 -8 9 9.6 +7.8 -0.2 +7.7 +1.11 +1.21
110 Jack Stockfish Holy Cross F 36 12 (1 EN) 19 100 -5 9 10.5 +8.0 -0.3 +7.7 +1.11 +1.05
111 Joey Muldowney Connecticut F 32 16 (2 EN) 11 120 +12 5+1 10.1 +7.8 -0.2 +7.6 +1.11 +1.00
112 Max Montes Ohio State F 36 15 (1 EN) 13 81 +0 12 11.1 +8.6 -0.9 +7.7 +1.11 +0.86
113 Teydon Trembecky Michigan Tech F 35 13 11 80 +8 3 9.3 +6.8 +0.9 +7.7 +1.11 +0.91
114 Luigi Benincasa Minnesota State F 39 11 (1 EN) 17 115 +11 6 9.9 +7.1 +0.4 +7.5 +1.10 +1.12
115 Rieger Lorenz Denver F 43 17 (4 EN) 18 103 +25 14 11.6 +8.6 -1.0 +7.6 +1.10 +0.96
116 Jonathan Castagna Cornell F 34 14 (3 EN) 19 102 +23 8+1 10.6 +8.2 -0.7 +7.5 +1.09 +1.03
117 Nick Pierre Merrimack F 37 13 12 116 -10 5+1 10.1 +7.5 +0.1 +7.5 +1.09 +1.01
118 David Deputy Miami F 31 15 (1 EN) 7 95 -5 5 9.4 +7.2 +0.3 +7.5 +1.08 +0.88
119 Mac Swanson North Dakota F 40 11 (2 EN) 17 61 +7 2 9.0 +6.2 +1.3 +7.5 +1.08 +0.96
120 Ryan Walsh Cornell F 33 10 (1 EN) 23 73 +6 9+1 10.6 +8.3 -0.9 +7.3 +1.07 +0.98
121 Barrett Hall St. Cloud State F 35 10 18 98 -5 9 10.1 +7.6 -0.3 +7.3 +1.06 +1.02
122 Christian Fitzgerald Wisconsin F 39 16 (2 EN) 14 105 -3 13 11.1 +8.3 -1.0 +7.3 +1.06 +0.90
123 Cole Reschny North Dakota F 36 6 29 68 +13 11 10.6 +8.0 -0.7 +7.3 +1.06 +1.07
124 Ronan O'Donnell Yale F 27 12 (1 EN) 11 73 -10 4 8.9 +7.0 +0.3 +7.3 +1.06 +0.89
125 Giacomo Martino Northeastern F 35 13 (1 EN) 12 52 -4 4 9.1 +6.6 +0.7 +7.2 +1.05 +0.79
126 Xavier Veilleux Cornell D 34 6 21 55 +7 6 8.5 +6.9 +0.3 +7.2 +1.05 +1.01
127 Marcus Joughin Sacred Heart F 38 8 24 54 +9 5+2 10.3 +7.6 -0.4 +7.2 +1.04 +0.93
128 Will Dawson Air Force F 34 11 14 99 +11 3+1 9.2 +6.8 +0.3 +7.2 +1.04 +0.97
129 William Whitelaw Western Michigan F 39 19 (2 EN) 15 141 +14 18+1 12.4 +9.6 -2.5 +7.2 +1.04 +0.89
130 Brett Meerman Augustana F 36 12 (1 EN) 14 54 +14 5 9.1 +6.6 +0.5 +7.1 +1.03 +0.81
131 Sixten Jennersjö Long Island F 27 7 15 85 -1 0 7.9 +6.0 +1.1 +7.1 +1.03 +1.06
132 William Gilson Quinnipiac D 37 5 23 61 +7 7 8.6 +6.9 +0.2 +7.1 +1.03 +1.05
133 Caelan Fitzpatrick Merrimack F 36 12 14 72 +1 10 10.1 +7.5 -0.5 +7.1 +1.02 +0.82
134 Felix Caron Ohio State F 36 13 (1 EN) 16 90 +4 14 10.8 +8.3 -1.3 +7.0 +1.02 +0.87
135 Jacob Mathieu Northeastern F 31 10 (3 EN) 20 67 +4 3 8.6 +6.3 +0.7 +7.0 +1.02 +0.99
136 Dominik Rymon Bowling Green F 36 11 11 73 +1 2 8.4 +5.8 +1.1 +6.9 +1.01 +0.85
137 Gavin Best Ferris State F 37 12 (1 EN) 14 78 -13 9 9.9 +7.2 -0.2 +7.0 +1.01 +0.86
138 Mason Marcellus Quinnipiac F 38 8 26 84 +20 12+1 11.0 +8.3 -1.3 +7.0 +1.01 +1.00
139 Mick Thompson Harvard F 33 9 (1 EN) 18 99 -5 5 8.9 +6.5 +0.4 +6.9 +1.01 +1.05
140 Brett Rylance Long Island F 26 11 (1 EN) 12 68 +7 5 8.7 +6.8 +0.1 +6.9 +1.00 +0.86
141 Samuel Sjolund Western Michigan D 39 6 23 57 +13 9 8.8 +7.0 -0.1 +6.9 +1.00 +0.97
142 Carter Rapalje Ferris State F 37 11 9 110 -18 3 8.5 +5.9 +0.9 +6.8 +0.99 +0.96
143 Jake Braccini St. Thomas F 36 14 9 86 +4 10 9.9 +7.3 -0.5 +6.8 +0.99 +0.76
144 Joe Connor Northeastern F 35 13 13 96 -4 10 9.8 +7.3 -0.5 +6.8 +0.99 +0.84
145 Tanner Klimpke Robert Morris F 38 14 (2 EN) 14 111 -10 9 9.8 +7.0 -0.2 +6.8 +0.99 +0.93
146 Colin Kessler Vermont F 34 10 (1 EN) 16 110 -4 6 9.0 +6.5 +0.2 +6.8 +0.98 +1.03
147 Danny Nelson Notre Dame F 36 13 16 102 -16 16 11.0 +8.5 -1.7 +6.8 +0.98 +0.85
148 Davis Burnside Ohio State F 36 12 (1 EN) 19 119 +6 14+1 11.1 +8.6 -1.8 +6.8 +0.98 +0.98
149 Jacob Fletcher Lindenwood F 26 12 (1 EN) 10 49 +10 4 8.3 +6.5 +0.3 +6.8 +0.98 +0.74
150 Scout Truman Minnesota Duluth F 39 14 (1 EN) 7 97 -2 4 8.7 +5.9 +0.8 +6.7 +0.98 +0.82
151 Will Elger Providence F 35 9 (1 EN) 13 79 +2 0 7.8 +5.3 +1.5 +6.8 +0.98 +0.95
152 William Ahlrik Lake Superior F 36 11 (1 EN) 15 61 -2 7 9.2 +6.6 +0.1 +6.7 +0.98 +0.81
153 Charlie Cerrato Penn State F 22 7 19 55 +4 5 8.3 +6.8 -0.1 +6.7 +0.97 +0.90
154 Owen Van Steensel Clarkson F 38 12 13 82 -4 10 9.8 +7.1 -0.4 +6.7 +0.97 +0.80
155 Brendan Gorman Princeton F 33 13 (2 EN) 9 78 -2 3 8.2 +5.8 +0.8 +6.6 +0.96 +0.81
156 Owen Michaels Western Michigan F 39 13 (3 EN) 13 83 +10 3 8.3 +5.6 +1.0 +6.6 +0.96 +0.87
157 Ryan O'Neill St. Thomas F 34 6 21 55 +10 6 8.8 +6.4 +0.2 +6.6 +0.96 +0.92
158 Nick Sajevic Air Force F 34 8 (1 EN) 23 83 +12 10 9.5 +7.1 -0.6 +6.5 +0.95 +0.97
159 Owen Beckner Colorado College F 30 7 16 68 +7 2 7.8 +5.7 +0.9 +6.5 +0.95 +0.92
160 Isaac Gordon Michigan Tech F 37 8 (1 EN) 20 66 +4 5 8.5 +5.9 +0.6 +6.5 +0.94 +0.91
161 Miguel Marques Maine F 33 10 14 49 +12 9 9.2 +6.9 -0.4 +6.5 +0.94 +0.72
162 Justin Gill Merrimack F 34 16 (1 EN) 17 76 +6 23+1 12.5 +10.1 -3.7 +6.4 +0.93 +0.62
163 Kaden Shahan Connecticut F 36 9 11 75 +5 0 7.5 +4.9 +1.5 +6.4 +0.93 +0.86
164 Samu Salminen Denver F 43 11 (1 EN) 17 77 +22 8+1 9.8 +6.7 -0.3 +6.4 +0.93 +0.82
165 Tyler Hotson Bowling Green F 36 12 (1 EN) 15 74 +10 7+1 9.4 +6.8 -0.4 +6.4 +0.93 +0.78
166 Will Vote Boston College F 36 10 (1 EN) 11 44 +4 0 7.5 +4.9 +1.5 +6.4 +0.93 +0.75
167 Matthew Romer Stonehill F 32 14 (1 EN) 5 73 -16 5 8.3 +6.0 +0.3 +6.4 +0.92 +0.68
168 Nikita Nikora Dartmouth F 34 7 (2 EN) 18 60 +1 1 7.5 +5.1 +1.2 +6.4 +0.92 +0.94
169 Zach Wigle RIT F 34 7 16 50 +4 2 7.7 +5.3 +1.0 +6.3 +0.92 +0.83
170 Adam Eisele Ohio State F 35 13 6 72 -5 7 8.7 +6.2 +0.1 +6.3 +0.91 +0.66
171 Amine Hajibi Northeastern F 35 7 19 64 +5 5 8.3 +5.8 +0.5 +6.3 +0.91 +0.87
172 Cullen Potter Arizona State F 23 11 (1 EN) 13 76 -2 8 8.5 +6.9 -0.6 +6.3 +0.91 +0.80
173 Michael Neumeier Colgate D 37 7 16 116 -28 8 8.0 +6.2 +0.0 +6.3 +0.91 +1.06
174 Reese Laubach Penn State F 36 12 16 87 -3 14 10.1 +7.6 -1.3 +6.3 +0.91 +0.77
175 Simon Tassy Wisconsin F 39 14 (1 EN) 9 93 +3 9 9.2 +6.5 -0.2 +6.3 +0.91 +0.74
176 Adam Valentini Michigan F 39 11 16 85 +3 13 10.0 +7.2 -1.0 +6.2 +0.90 +0.79
177 Grayden Siepmann Minnesota Duluth D 37 6 13 56 -5 1 6.6 +4.8 +1.4 +6.2 +0.90 +0.87
178 Jackson Smith Penn State D 34 11 15 82 -1 15 9.4 +7.7 -1.5 +6.2 +0.90 +0.78
179 Jacob Jastrzebski Augustana F 37 9 (1 EN) 15 73 +16 3 7.9 +5.2 +0.9 +6.2 +0.90 +0.85
180 Josh Zary Ferris State F 36 13 7 51 -5 9 9.0 +6.5 -0.3 +6.2 +0.90 +0.57
181 Kristian Epperson Denver F 39 11 11 78 +11 7 8.7 +5.9 +0.2 +6.2 +0.90 +0.75
182 Owen Fowler Maine F 34 12 9 89 +19 9 9.0 +6.5 -0.4 +6.2 +0.90 +0.75
183 Ryan Conmy Boston College F 35 9 (2 EN) 18 103 -1 5 8.2 +5.8 +0.5 +6.2 +0.90 +1.00
184 Michael Citara Alaska F 25 11 10 64 -5 8 8.5 +6.7 -0.6 +6.1 +0.89 +0.70
185 Jake Livanavage North Dakota D 39 5 (1 EN) 20 73 +15 5 7.2 +5.3 +0.7 +6.1 +0.88 +0.98
186 Jaxson Ezman Princeton F 33 11 (1 EN) 15 89 -5 11 9.2 +6.9 -0.8 +6.0 +0.88 +0.81
187 Barron Woodring Army F 35 7 17 55 +0 7 8.4 +6.0 +0.1 +6.0 +0.87 +0.80
188 Caiden Gault Northern Michigan F 33 15 2 101 -23 7+1 8.8 +6.5 -0.5 +6.0 +0.87 +0.64
189 Liam Watkins Minnesota State F 39 6 17 73 +18 3 7.8 +5.0 +1.0 +6.0 +0.87 +0.90
190 Luciano Wilson RPI F 34 8 14 64 -11 3+1 8.0 +5.6 +0.3 +5.9 +0.86 +0.78
191 Matt Basgall Michigan State D 36 4 17 77 +18 2 6.4 +4.7 +1.2 +5.9 +0.86 +0.97
192 Matt DeBoer Holy Cross F 30 12 (1 EN) 10 84 +5 7 8.2 +6.1 -0.1 +5.9 +0.86 +0.74
193 Reilly Funk Bemidji State F 36 12 8 92 -7 8 8.6 +6.0 -0.1 +6.0 +0.86 +0.73
194 Casey Severo Harvard F 34 9 9 67 -8 1 7.1 +4.6 +1.2 +5.9 +0.85 +0.75
195 Justin Cote Clarkson F 38 11 8 69 +0 5 8.0 +5.3 +0.6 +5.8 +0.85 +0.67
196 Maxime Pellerin Omaha F 35 10 12 68 -5 7 8.3 +5.8 +0.1 +5.9 +0.85 +0.71
197 Ryan Tattle Connecticut F 36 13 (2 EN) 18 127 +7 17 10.3 +7.8 -1.9 +5.9 +0.85 +0.88
198 Etienne Lessard Union D 37 5 19 72 +9 9 7.7 +6.0 -0.2 +5.8 +0.84 +0.90
199 Gavin Bryant Sacred Heart F 32 10 10 61 -4 5 7.7 +5.5 +0.3 +5.8 +0.84 +0.68
200 Jack Kernan North Dakota F 36 11 10 65 +12 7 8.2 +5.7 +0.1 +5.8 +0.84 +0.66
201 Jake Manfre Princeton F 33 15 (3 EN) 10 81 +22 11 8.9 +6.6 -0.8 +5.8 +0.84 +0.67
202 LJ Mooney Minnesota F 34 7 (1 EN) 23 72 -10 10+1 9.3 +6.9 -1.1 +5.8 +0.84 +0.86
203 Aaron Schwartz Quinnipiac F 39 8 (2 EN) 21 79 +7 9 8.6 +5.9 -0.2 +5.7 +0.83 +0.88
204 Easton Young Augustana D 36 7 13 56 +6 5 6.8 +5.1 +0.6 +5.7 +0.83 +0.76
205 Javon Moore Minnesota F 36 8 (1 EN) 13 60 -6 2 7.2 +4.6 +1.1 +5.7 +0.83 +0.77
206 CJ Foley Dartmouth D 34 3 20 82 +1 6 7.0 +5.4 +0.3 +5.7 +0.82 +1.00
207 Jack Smith Minnesota State F 39 11 10 87 -8 9 8.6 +5.8 -0.2 +5.6 +0.82 +0.70
208 Andre Gasseau Boston College F 23 6 17 45 -2 6 7.5 +5.8 -0.2 +5.6 +0.81 +0.74
209 Dylan Kinch Long Island F 27 7 (1 EN) 13 68 +2 2 6.8 +4.9 +0.7 +5.6 +0.81 +0.82
210 Jack Harvey Boston University F 35 13 (3 EN) 8 63 -3 3 7.2 +4.7 +0.9 +5.6 +0.81 +0.66
211 Luke Misa Penn State F 36 8 11 89 -2 1 6.8 +4.3 +1.3 +5.6 +0.81 +0.82
212 Nik Hong Army F 35 11 10 68 -3 8+1 8.7 +6.2 -0.6 +5.6 +0.81 +0.63
213 Ryan Botterill Wisconsin F 37 10 (3 EN) 12 91 +10 1 6.8 +4.2 +1.4 +5.6 +0.81 +0.86
214 Tanner Adams Providence F 35 11 (4 EN) 13 49 +6 3 7.2 +4.8 +0.9 +5.6 +0.81 +0.72
215 Ben Robertson Michigan D 39 1 22 64 +23 3 6.3 +4.4 +1.1 +5.5 +0.80 +0.99
216 David Chen Yale F 30 6 17 61 -11 7 7.8 +5.7 -0.1 +5.5 +0.80 +0.79
217 Jacob Maillet Niagara F 35 8 13 68 +4 4 7.3 +4.8 +0.7 +5.5 +0.80 +0.74
218 Nils Forselius Army F 32 5 21 62 -4 10 8.4 +6.2 -0.7 +5.5 +0.80 +0.83
219 Adam Flammang Bemidji State F 29 8 20 85 -3 17 9.7 +7.6 -2.2 +5.4 +0.79 +0.78
220 Andon Cerbone Quinnipiac F 40 9 (1 EN) 13 109 +13 5 7.6 +4.7 +0.7 +5.4 +0.79 +0.87
221 Calem Mangone Lake Superior F 34 12 (1 EN) 14 81 +0 15 9.4 +7.0 -1.6 +5.5 +0.79 +0.66
222 Colton Friesen Augustana F 37 12 (3 EN) 14 75 +10 8 8.1 +5.5 -0.1 +5.4 +0.79 +0.71
223 Jackson Reineke Robert Morris F 34 11 (1 EN) 11 78 -9 5+1 8.0 +5.5 -0.1 +5.5 +0.79 +0.69
224 Matteo Giampa Miami F 29 12 (1 EN) 12 73 +5 14 9.1 +7.0 -1.6 +5.5 +0.79 +0.63
225 Max Smolinski St. Cloud State D 35 6 12 56 -11 4 6.4 +4.7 +0.7 +5.5 +0.79 +0.76
226 Micah Berger Yale F 30 7 11 53 -8 2 6.7 +4.6 +0.9 +5.5 +0.79 +0.71
227 Noah Serdachny Long Island F 27 9 12 80 -1 7+1 8.1 +6.2 -0.8 +5.5 +0.79 +0.73
228 Ray Fust Sacred Heart F 37 8 11 79 +1 2 7.0 +4.3 +1.1 +5.5 +0.79 +0.77
229 Alton McDermott Canisius F 17 8 6 31 -1 0 5.9 +4.7 +0.7 +5.4 +0.78 +0.58
230 Braden Blace Quinnipiac D 33 5 15 50 +21 5 6.5 +5.0 +0.5 +5.4 +0.78 +0.77
231 Breck McKinley Bowling Green D 36 2 24 55 +14 8 7.1 +5.4 -0.0 +5.4 +0.78 +0.89
232 Colin Grable Dartmouth D 34 6 15 50 +28 9 7.3 +5.7 -0.3 +5.3 +0.78 +0.72
233 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
234 Nick Williams St. Thomas D 33 6 11 64 +7 3 6.1 +4.5 +0.8 +5.4 +0.78 +0.78
235 Noah Ellis Sacred Heart D 38 9 (1 EN) 10 72 +4 6 6.7 +4.9 +0.5 +5.3 +0.78 +0.73
236 Chase Cheslock St. Thomas D 38 1 23 62 +5 6 6.7 +4.8 +0.5 +5.3 +0.77 +0.95
237 Declan McDonnell Niagara F 35 12 (2 EN) 13 110 -10 10 8.3 +5.8 -0.5 +5.3 +0.77 +0.78
238 Louis-Philippe Fontaine Lindenwood F 28 9 10 69 -4 6 7.3 +5.3 -0.0 +5.3 +0.77 +0.67
239 Nathan Pilling St. Thomas F 38 15 (2 EN) 13 138 +7 15+2 10.4 +7.7 -2.4 +5.3 +0.77 +0.76
240 Oliver Tarr Canisius F 35 8 (1 EN) 12 81 +1 3 6.9 +4.5 +0.9 +5.3 +0.77 +0.79
241 Paul Fischer Notre Dame D 33 6 16 54 -15 7+1 7.3 +5.8 -0.5 +5.3 +0.77 +0.73
242 Evan Konyen RIT F 33 12 (1 EN) 11 71 +5 9+1 8.5 +6.2 -0.9 +5.2 +0.76 +0.59
243 Evan Orr Stonehill D 32 5 13 92 -13 4 6.2 +4.6 +0.6 +5.2 +0.76 +0.89
244 Rhys Chiddenton Canisius F 35 11 (2 EN) 10 128 -2 6 7.5 +5.0 +0.3 +5.2 +0.76 +0.87
245 Riley Thompson Ohio State F 36 12 14 107 -4 15+2 10.3 +7.8 -2.5 +5.3 +0.76 +0.68
246 Seamus Powell Merrimack D 37 3 15 40 -9 1 5.6 +3.8 +1.4 +5.2 +0.76 +0.79
247 Elias Jansson Michigan Tech F 36 8 (1 EN) 13 61 -1 3 6.8 +4.2 +0.9 +5.1 +0.75 +0.70
248 Jake Southgate Lindenwood F 28 8 13 93 -1 8 7.6 +5.6 -0.4 +5.1 +0.75 +0.77
249 Luke Osburn Wisconsin D 33 6 15 78 -2 9 7.1 +5.5 -0.3 +5.2 +0.75 +0.80
250 Noah Hackett Niagara F 35 12 (1 EN) 6 79 +7 2+1 7.1 +4.6 +0.6 +5.2 +0.75 +0.61
251 TJ Schweighardt Mass.-Lowell D 34 4 14 72 -6 2 5.7 +4.1 +1.1 +5.2 +0.75 +0.85
252 Ben Doran Bowling Green F 36 7 (1 EN) 24 80 +9 15 9.1 +6.6 -1.5 +5.1 +0.74 +0.79
253 Caden Cranston Merrimack F 36 7 (1 EN) 15 57 -7 5 7.2 +4.6 +0.5 +5.1 +0.74 +0.72
254 Morgan Winters New Hampshire F 33 11 (1 EN) 11 88 -17 7+1 8.0 +5.6 -0.5 +5.1 +0.74 +0.67
255 Sam LeDrew St. Lawrence F 32 10 7 56 -13 5 7.0 +4.8 +0.3 +5.1 +0.74 +0.56
256 Tate Taylor Clarkson D 37 8 (1 EN) 11 77 -2 7 6.6 +4.9 +0.2 +5.1 +0.74 +0.74
257 Dominic Elliott Robert Morris D 38 6 12 68 -1 5 6.2 +4.3 +0.7 +5.0 +0.73 +0.74
258 Hudson Malinoski Providence F 35 11 4 82 +1 2+1 7.0 +4.5 +0.6 +5.0 +0.73 +0.60
259 Malcolm Spence Michigan F 39 10 15 73 +18 15 9.2 +6.4 -1.4 +5.0 +0.73 +0.61
260 Nolan Cunningham Air Force D 34 7 13 71 +4 9 6.9 +5.3 -0.3 +5.0 +0.73 +0.71
261 Oliver Tulk Wisconsin F 39 7 17 65 +4 10 8.2 +5.4 -0.4 +5.0 +0.73 +0.69
262 Donovan Frias Yale F 30 6 14 67 +5 6 7.0 +4.9 +0.1 +4.9 +0.72 +0.72
263 Elliott Groenewold Quinnipiac D 40 7 14 75 +39 11 7.3 +5.4 -0.4 +5.0 +0.72 +0.72
264 Jake Sondreal Boston College F 36 7 14 70 +7 6 7.2 +4.7 +0.3 +5.0 +0.72 +0.70
265 Cameron Garvey Robert Morris F 38 11 (2 EN) 14 98 -3 11 8.2 +5.5 -0.6 +4.9 +0.71 +0.71
266 Cooper Pierson St. Lawrence F 34 5 15 55 -22 3 6.5 +4.1 +0.8 +4.9 +0.71 +0.72
267 Hunter Price Canisius F 27 8 6 43 -3 1 5.9 +4.0 +0.9 +4.9 +0.71 +0.55
268 Jared Mangan Clarkson F 38 8 12 61 +1 7 7.4 +4.7 +0.2 +4.9 +0.71 +0.62
269 Jay Ahearn Mass.-Lowell F 34 13 (2 EN) 6 90 -9 7 7.3 +4.9 +0.0 +4.9 +0.71 +0.61
270 Julius Sumpf Providence F 35 4 17 73 +7 4 6.7 +4.2 +0.7 +4.9 +0.71 +0.82
271 Charles Savoie Lindenwood F 21 9 (1 EN) 18 42 +10 12+2 8.9 +7.4 -2.5 +4.8 +0.70 +0.55
272 Connor McClennon Bemidji State F 36 11 7 84 -2 7+1 7.8 +5.2 -0.4 +4.8 +0.70 +0.58
273 Jack Anderson Michigan Tech D 38 8 13 75 +9 9+1 7.3 +5.5 -0.6 +4.8 +0.70 +0.66
274 Maximilion Helgeson Miami F 36 10 (1 EN) 10 73 +10 8 7.5 +4.9 -0.1 +4.8 +0.70 +0.62
275 Michael Quinn Miami D 36 4 15 46 +10 6 6.2 +4.4 +0.4 +4.8 +0.70 +0.71
276 Casper Nassen Miami F 36 6 12 53 -5 3 6.4 +3.9 +0.9 +4.8 +0.69 +0.65
277 Connor Milburn Lake Superior F 34 6 13 68 -4 4 6.6 +4.2 +0.6 +4.8 +0.69 +0.70
278 Francesco Dell'Elce Massachusetts D 35 5 16 76 +10 9 6.7 +5.0 -0.3 +4.8 +0.69 +0.77
279 Gavyn Thoreson St. Cloud State F 35 11 8 59 -3 11 8.0 +5.5 -0.7 +4.8 +0.69 +0.48
280 Ilia Morozov Miami F 36 8 12 69 +2 6+1 7.5 +4.9 -0.2 +4.8 +0.69 +0.63
281 JR Perdion Long Island F 27 8 10 61 +1 5+1 7.0 +5.1 -0.4 +4.8 +0.69 +0.60
282 Kocha Delic Miami F 36 11 (1 EN) 14 106 +1 14+1 9.1 +6.5 -1.8 +4.8 +0.69 +0.68
283 Larry Keenan Massachusetts D 35 7 (1 EN) 11 76 +6 5 5.9 +4.2 +0.5 +4.8 +0.69 +0.73
284 Nate Hanley Union F 36 6 (2 EN) 16 78 -12 3 6.4 +3.8 +0.9 +4.8 +0.69 +0.81
285 Nick Bernardo Long Island D 24 8 7 58 +6 7 6.2 +5.1 -0.3 +4.7 +0.69 +0.58
286 Tommi Männistö Michigan State F 36 12 (4 EN) 9 55 +14 3 6.4 +3.9 +0.9 +4.8 +0.69 +0.59
287 Jake Kraft Cornell F 34 9 (1 EN) 9 80 +11 4 6.5 +4.1 +0.6 +4.7 +0.68 +0.66
288 Keaton Verhoeff North Dakota D 36 6 14 69 +7 7+1 6.7 +5.0 -0.3 +4.7 +0.68 +0.69
289 Nathan Morin Dartmouth F 28 9 6 39 +12 5 6.5 +4.5 +0.2 +4.7 +0.68 +0.46
290 Philip Tresca Harvard F 30 8 (1 EN) 11 48 +3 5 6.5 +4.4 +0.3 +4.7 +0.68 +0.58
291 Ryan Gordon Ohio State F 36 5 17 83 -4 8 7.3 +4.8 -0.1 +4.7 +0.68 +0.78
292 Thomas Klassek RPI D 34 3 15 41 -7 4 5.6 +4.0 +0.7 +4.7 +0.68 +0.71
293 Alexandre Blais Connecticut F 36 6 13 54 +3 4 6.5 +3.9 +0.7 +4.6 +0.67 +0.63
294 Dakoda Rheaume-Mullen Michigan D 39 4 14 54 +13 5 5.8 +3.9 +0.7 +4.6 +0.67 +0.71
295 Gavin Lindberg Colorado College F 36 6 (1 EN) 15 77 +9 4 6.5 +3.9 +0.7 +4.7 +0.67 +0.75
296 Killian Kiecker-Olson Canisius F 35 8 (2 EN) 19 39 -2 13 8.3 +5.8 -1.1 +4.7 +0.67 +0.58
297 Matthew Morden Harvard D 34 4 16 57 +5 5+1 6.3 +4.7 -0.0 +4.6 +0.67 +0.72
298 Austin Brimmer RIT F 34 8 (2 EN) 15 66 +6 7 7.0 +4.5 +0.0 +4.6 +0.66 +0.67
299 Jeremy Loranger Omaha F 28 7 12 59 -11 7 6.7 +4.8 -0.2 +4.5 +0.66 +0.60
300 Nolan Seed Lindenwood D 28 3 18 59 +6 8 6.2 +4.9 -0.4 +4.5 +0.66 +0.75
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 ÷ 6.9 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 = 0.62, points per game 0.66, shots per game 0.73, +/− per game 0.34. 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 0.772; adding the change in roster GAR (returners plus incoming transfers, minus last year's roster) 0.731, shot-weighted 0.725, roster points 0.739. A real but modest gain, better than points, in 4 of 5 held-out seasons (276 team-seasons).
  • Positions come from CHN rosters (players missing from a roster are treated as forwards).