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ℹ ECAC Data Availability Note: For non-Union ECAC teams, Shot (SH) tracking begins in the 2005-06 season, and Blocked Shot (BLK) data is available from 2014-present. The PACE model automatically calibrates to positional baselines during unrecorded eras.
ECAC Standings (2025-26)
Toggle ranking between PACE projections and actual overall records. Note: Standings and points are based on total overall games played (not conference play only), calculated as 2 pts per win and 1 pt per tie.
Projected Rank
Actual Rank
Rank
Rival Team
Roster PACE
Proj Record
Actual Record
Proj Pts
Actual Pts
Pts +/-
#1
Quinnipiac
31.0
29-7-4
27-10-3
62
57
-5
#2
Union
26.5
24-9-4
22-12-3
52
47
-5
#3
Dartmouth
24.6
21-10-4
23-8-4
46
50
+4
#4
Cornell
22.9
19-11-4
22-11-1
42
45
+3
#5
Clarkson
21.0
17-18-3
18-17-3
37
39
+2
#6
Princeton
19.8
16-15-3
18-13-3
35
39
+4
#7
Colgate
19.8
16-18-3
13-20-4
35
30
-5
#8
Harvard
19.1
15-15-4
16-16-2
34
34
0
#9
RPI
15.7
11-21-3
11-23-1
25
23
-2
#10
St. Lawrence
15.0
10-22-3
7-25-3
23
17
-6
#11
Yale
14.2
9-19-3
8-22-1
21
17
-4
#12
Brown
13.5
8-20-3
5-24-2
19
12
-7
#1
Quinnipiac
31.0
29-7-4
27-10-3
62
57
-5
#2
Dartmouth
24.6
21-10-4
23-8-4
46
50
+4
#3
Union
26.5
24-9-4
22-12-3
52
47
-5
#4
Cornell
22.9
19-11-4
22-11-1
42
45
+3
#5
Clarkson
21.0
17-18-3
18-17-3
37
39
+2
#6
Princeton
19.8
16-15-3
18-13-3
35
39
+4
#7
Harvard
19.1
15-15-4
16-16-2
34
34
0
#8
Colgate
19.8
16-18-3
13-20-4
35
30
-5
#9
RPI
15.7
11-21-3
11-23-1
25
23
-2
#10
St. Lawrence
15.0
10-22-3
7-25-3
23
17
-6
#11
Yale
14.2
9-19-3
8-22-1
21
17
-4
#12
Brown
13.5
8-20-3
5-24-2
19
12
-7
Accuracy Score (2025-26):
Statistical variance correlation between projected and actual standings points across 12 teams.
92.28%
ECAC Awards & Honors (2025-26)
Toggle between mathematical PACE predictions and real-world selections.
PACE Projections
Actual Winners
Player Impact Leaderboard
Position:
All Positions
Forwards
Defensemen
Goalies
Team Allocation:
All Teams
Union Clarkson Cornell Dartmouth Harvard Princeton Quinnipiac RPI St. Lawrence Vermont Yale Brown Colgate
Rank
Player
Team
Pos
GP
PACE
Wyttenbach, Ethan
🏆
Quinnipiac
F
40
3.64
Stavroff, Hayden
🏆
Dartmouth
F
35
3.23
Tyler Dunbar
🏆
Union
D
37
2.90
Daniells, Kai
🏆
Princeton
F
34
2.55
Cleaves, Hank
🏆
Dartmouth
F
35
2.49
Verreault, Antonin
🏆
Quinnipiac
F
40
2.48
Ben Muthersbaugh
Union
F
36
2.45
Brandon Buhr
🏆
Union
F
35
2.42
Vidicek, Markus
Quinnipiac
F
40
2.39
Norlin, Isaiah
🏆
Colgate
D
37
2.39
Pelosi, Chris
Quinnipiac
F
35
2.27
Castagna, Jonathan
🏆
Cornell
F
34
2.20
Gilson, William
Quinnipiac
D
37
2.18
Jacobs, David
Princeton
F
34
2.08
Veilleux, Xavier
🏆
Cornell
D
34
2.07
Neumeier, Michael
Colgate
D
37
2.07
Bottrill, Ryan
🏆
Clarkson
F
38
2.03
Parker Lindauer
Union
F
37
2.01
Colby Macarthur
Union
F
35
2.00
Walsh, Ryan
Cornell
F
33
1.94
Marcellus, Mason
🏆
Quinnipiac
F
38
1.92
Foley, Cj
🏆
Dartmouth
D
35
1.92
Cristall, Tyler
St. Lawrence
F
34
1.89
Etienne Lessard
Union
D
37
1.89
Ryan, Caton
Cornell
F
34
1.83
Lucas Buzziol
Union
F
37
1.82
Groenewold, Elliott
🏆
Quinnipiac
D
40
1.81
Taylor, Tate
Clarkson
D
37
1.80
Manfre, Jake
Princeton
F
34
1.79
Labelle, Simon
Colgate
F
37
1.79
Fegaras, George
Cornell
D
34
1.76
Svartstrom, Rasmus
St. Lawrence
F
34
1.73
Schwartz, Aaron
Quinnipiac
F
39
1.72
Major, Charlie
Cornell
F
32
1.71
Thompson, Mick
Harvard
F
33
1.68
Grable, Colin
Dartmouth
D
35
1.68
Ezman, Jaxson
Princeton
F
34
1.67
Nagel, Max
Colgate
F
27
1.65
Blace, Braden
Quinnipiac
D
33
1.64
Van Steensel, Owen
Clarkson
F
38
1.64
Morden, Matthew
🏆
Harvard
D
34
1.59
Sarsland, Tristan
Clarkson
D
38
1.57
O'donnell, Ronan
Yale
F
28
1.55
Gorman, Brendan
Princeton
F
34
1.53
Nikora, Nikita
Dartmouth
F
35
1.50
Sullivan, Ryan
Colgate
F
36
1.49
Croteau, Emmett
🏆
Dartmouth
G
24
1.48
Cerbone, Andon
Quinnipiac
F
40
1.47
Klassek, Thomas
RPI
D
34
1.45
Chen, David
Yale
F
31
1.43
Sward, Graham
Quinnipiac
D
40
1.43
Brassington, Ty
Clarkson
D
38
1.43
Mayich, Matthew
Clarkson
D
34
1.38
Wilson, Luciano
RPI
F
34
1.35
Rubin, Tyler
Princeton
D
30
1.33
Nate Hanley
Union
F
36
1.33
Casey, Cayden
St. Lawrence
F
35
1.32
Long, Aiden
Cornell
F
34
1.32
Cote, Justin
Clarkson
F
38
1.31
Zadvernyuk, Ivan
Brown
F
30
1.30
Macdonald, Cam
Dartmouth
F
34
1.28
Gelinas, Remi
Clarkson
F
38
1.28
Mangan, Jared
Clarkson
F
38
1.27
Frias, Donovan
Yale
F
31
1.25
Wallace, Tyler
RPI
F
35
1.25
Sobieski, Kazimier
RPI
D
35
1.25
Severo, Casey
Harvard
F
34
1.25
Kraft, Jake
Cornell
F
34
1.25
Bargholtz, Erik
Clarkson
F
38
1.25
Sigurdson, Talon
Clarkson
F
38
1.25
Charpentier, Eric
Dartmouth
D
35
1.24
Stanley, Hoyt
Cornell
D
34
1.24
Poitras, Ben
Brown
F
31
1.24
Juricek, Filip
St. Lawrence
F
35
1.23
Ledrew, Sam
St. Lawrence
F
32
1.23
Tresca, Philip
Harvard
F
30
1.20
Gallant, Richard
Harvard
F
34
1.20
Riley Brueck
Union
F
36
1.19
Pierson, Cooper
St. Lawrence
F
34
1.18
Lansing, Matthew
Quinnipiac
F
40
1.17
Shea, Tyler
Brown
G
26
1.17
Czerneckianair, Victor
Quinnipiac
F
40
1.15
Ruohonen, Heikki
Harvard
F
28
1.15
Desiderio, Matthew
Brown
D
31
1.15
Charette, Ben
Harvard
G
34
1.15
Berger, Micah
Yale
F
31
1.14
Sitar, Filip
RPI
F
35
1.13
Brandt, Jack
Colgate
F
34
1.13
Healey, Ryan
Harvard
D
34
1.12
Rullers, Rainers
RPI
F
35
1.11
Silverberg, Jack
Dartmouth
F
35
1.11
Cournoyer, Alexis
🏆
Cornell
G
28
1.11
Tremblay, Isaac
St. Lawrence
F
33
1.08
Greaves, Kai
Princeton
D
34
1.08
Will Felicio
Union
D
33
1.07
Alex Laurenza
Union
F
32
1.05
Bentham, Rhys
Yale
D
31
1.04
Tinling, Dovar
RPI
F
35
1.04
Morin, Nathan
Dartmouth
F
29
1.04
Busconi, Tim
Dartmouth
D
35
1.01
St. Louis, Ryan
Brown
F
30
1.01
Marciano, Nick
Princeton
D
34
1.00
Ashton, Luke
Cornell
D
34
1.00
Napier, Jacob
Colgate
D
35
1.00
Digiulian, Gio
Cornell
F
34
0.97
St. Louis, Lucas
Harvard
D
33
0.93
Cleaves, Cooper
Dartmouth
D
30
0.93
Andreychuk, David
Yale
F
30
0.92
Sukovic, Luka
Clarkson
F
36
0.92
Borgula, Tyler
Quinnipiac
F
29
0.88
Langenbrunner, Mason
Harvard
D
32
0.88
Smith, Arthur
🏆
Princeton
G
22
0.88
Nicholas, Brian
Brown
F
31
0.87
Lane, Aidan
Harvard
F
34
0.86
Buckley, Matthew
RPI
F
34
0.85
Carter Rose
Union
D
37
0.85
Tapper, Jagger
RPI
F
35
0.84
Letourneau, Jace
Clarkson
F
26
0.84
Pineau, Alex
Brown
D
31
0.84
Connor Smith
Union
F
30
0.84
Pesonen, Iisai
Yale
F
28
0.83
Wilmer, Jeremy
Quinnipiac
F
15
0.83
Miller, Joe
Harvard
F
34
0.82
Niedermayer, Josh
Colgate
D
27
0.82
Krause, Alex
Dartmouth
F
35
0.81
Tivey, Nate
Quinnipiac
D
38
0.80
Richter, Will
Yale
F
31
0.79
Brown, Andrew
St. Lawrence
D
34
0.79
Frandina, Sam
St. Lawrence
D
31
0.77
Schelling, Ryan
Dartmouth
F
33
0.77
Gollob, Charlie
Brown
F
30
0.77
Facchinelli, Julian
Princeton
F
31
0.75
Sookro, Bryce
Clarkson
D
38
0.75
Krawchuk, Nate
RPI
G
24
0.75
Ma, David
Princeton
D
34
0.74
Santilli, Luke
St. Lawrence
D
35
0.73
Sison, Jayden
Princeton
D
32
0.73
Solovey, Justin
Harvard
F
29
0.73
Panetta, Daniel
Colgate
F
37
0.73
Shannon, James
Yale
F
30
0.72
Hooker, Hughie
Yale
D
26
0.72
Wainwright, Easton
Colgate
F
36
0.72
Fernandez, Antonio
Colgate
D
34
0.72
Bono, Ethan
RPI
F
35
0.71
Schneider, Jake
Colgate
F
37
0.71
Hughes, Will
Harvard
F
30
0.70
Fusco, Matt
Dartmouth
D
32
0.70
King, Andrew
Brown
F
20
0.70
Macdonald, Ben
Harvard
F
23
0.69
Cummings, Brock
Dartmouth
F
35
0.69
Hiscock, Reegan
Cornell
F
34
0.69
Doucette, Tyson
Colgate
F
35
0.69
Pelletier, Luc
Princeton
F
34
0.68
Fisher, Michael
Cornell
D
33
0.68
Wagnon, Zach
Yale
F
31
0.67
Stefanek, Jason
Dartmouth
F
26
0.67
Hunt, Dylan
Yale
D
31
0.66
Beneteau, Nicholas
St. Lawrence
F
33
0.66
Leddy, Charlie
Quinnipiac
D
29
0.64
Drew Sutton
Union
F
33
0.64
Forester, Owen
Yale
D
24
0.63
Merner, Brett
Colgate
D
18
0.63
Westling, Gabe
St. Lawrence
F
35
0.62
Scherzer, Ian
RPI
F
28
0.62
Thoreson, Gunnar
St. Lawrence
F
33
0.61
Olenginski, Jan
St. Lawrence
D
32
0.61
Lindberg, Alfred
RPI
F
32
0.61
Clarke, Andrew
Dartmouth
F
34
0.61
Malboeuf, Luke
Colgate
D
36
0.60
Cipollone, Anthony
Quinnipiac
F
34
0.59
Metz, Bobby
Colgate
D
30
0.57
Soderwall, Shane
Clarkson
G
35
0.57
St Denis, Mael
Clarkson
F
32
0.56
Mistry, Ethan
Brown
D
31
0.56
Russell, Trevor
RPI
D
29
0.55
Hartman, Tanner
Brown
F
25
0.55
Salandra, Michael
Brown
F
22
0.55
Dj Hart
Union
D
25
0.55
Desantis, Nick
Cornell
F
33
0.54
O'brien, Jack
Cornell
D
34
0.54
Troy Pelton
Union
F
25
0.54
Keopple, Remington
Cornell
G
7
0.54
Nick Young
Union
D
37
0.53
Brayden Gillespie
Union
G
14
0.53
Spinale, Ryan
Colgate
F
30
0.52
Molson, Thomas
Yale
F
21
0.51
Dyer, Owen
Brown
D
29
0.51
Silverstein, Dylan
Quinnipiac
G
18
0.51
Karnish, Joshua
Princeton
F
20
0.50
Schenk, Joshua
Dartmouth
F
27
0.50
Newton, Robby
Colgate
F
36
0.50
Pirtle, Chase
Cornell
F
27
0.49
Vandamme, Gunnar
RPI
D
33
0.48
Cataldo, Mike
Brown
F
31
0.48
Jacob Jeannette
Union
F
18
0.48
Cal Mell
Union
D
32
0.48
Devlin, Ian
Princeton
D
34
0.47
Cataldo, Matthew
Brown
F
31
0.47
Miller, Hudson
Yale
D
31
0.46
Bandu, Isack
St. Lawrence
D
32
0.46
Goffredo, Jimmy
RPI
D
25
0.46
Ozolins, Gustavs
RPI
D
34
0.46
Callow, Michael
Harvard
F
16
0.46
Mcgroarty, Matthew
Quinnipiac
F
37
0.45
Dadiè, Simone
Colgate
F
37
0.45
Murray, Drake
Harvard
D
24
0.44
Keohane, Sean
Harvard
D
34
0.44
Stefanek, Chase
Harvard
F
21
0.43
Babbage, Jack
St. Lawrence
D
22
0.42
Hejduk, Marek
Harvard
F
32
0.42
O'donnell, Shawn
Clarkson
F
34
0.42
Bishop, William
Clarkson
D
31
0.42
Lammens, Jake
St. Lawrence
D
31
0.41
Reiniger, Christopher
Princeton
D
21
0.38
Devlin, Luke
Cornell
F
20
0.38
Szeto, Kalen
Yale
F
31
0.36
Shostak, Ryan
Brown
F
26
0.36
Green, Malcolm
Princeton
F
34
0.35
Guzzo, Salvatore
Harvard
F
19
0.35
Schultz, Brady
Quinnipiac
D
33
0.34
Neuharth, Owen
Colgate
F
33
0.34
Anderson, Kevin
Princeton
F
33
0.32
Ethan Benz
Union
F
22
0.31
Blackley, Joe
Yale
D
9
0.30
Latta, Seamus
Princeton
F
30
0.29
Bracco, Donato
Harvard
D
28
0.29
Carogioiello, Frankie
St. Lawrence
F
35
0.27
Bourgault, Mathieu
RPI
F
16
0.27
Devlin, Brock
Dartmouth
D
10
0.27
Misaljevic, Adrian
Clarkson
F
6
0.26
Carter Korpi
Union
F
17
0.26
Lemieux, Lucas
RPI
D
20
0.25
Traggio, Nick
Brown
D
29
0.25
Riche, Ben
Quinnipiac
F
14
0.24
Garzone, Drew
Princeton
F
28
0.24
Pakulak, Luke
Clarkson
F
25
0.24
Pak, Noah
Yale
G
22
0.24
Mcrae, Tucker
Dartmouth
D
33
0.23
Catalano, Tyler
Cornell
F
34
0.23
Hellyer, Conyr
Clarkson
F
36
0.23
Tonelli, Zackary
Brown
F
28
0.23
Schwartz, Leo
Brown
D
16
0.23
Gordon, Cole
RPI
F
34
0.21
Hartmann, Tucker
Yale
D
30
0.20
Dyck, Reid
Colgate
F
29
0.20
Sparkes, Jack
Clarkson
D
37
0.20
Gurkan, Kurt
Yale
F
12
0.19
Mccutcheon, Logan
Quinnipiac
D
8
0.17
Charette, Ben
Harvard
F
34
0.17
Smith, Cameron
St. Lawrence
G
13
0.17
Gorton, Jack
RPI
F
12
0.16
Luke Buss
Union
F
15
0.16
Kucenski, Mason
St. Lawrence
F
15
0.15
Bynum, Ashton
Brown
D
17
0.15
Hall, Bayard
Yale
D
22
0.14
Smith, Cameron
St. Lawrence
F
13
0.14
Power, Alex
Quinnipiac
F
12
0.14
Salani, Austin
Dartmouth
F
18
0.14
Tighe, Brendan
Brown
F
22
0.14
Fine, Ryan
Harvard
F
3
0.13
Soderwall, Shane
Clarkson
F
35
0.13
Brendan Miles
Union
D
10
0.13
Hilditch, Landen
RPI
D
17
0.12
Biotti, Matthew
Harvard
D
14
0.12
Kyrkostas, Jackson
RPI
F
12
0.11
Rexine, Niko
Colgate
F
13
0.11
Arseneault, Connor
Cornell
F
16
0.10
Cournoyer, Alexis
🏆
Cornell
F
28
0.10
Shea, Tyler
Brown
F
26
0.10
Ollie Chessler
Union
D
11
0.10
Frias, Julian
Yale
F
17
0.09
Stark, Jack
Yale
F
12
0.09
Bar Lev Wise, Elan
Yale
F
11
0.09
Mcneil, Brad
RPI
F
24
0.09
Krawchuk, Nate
RPI
F
24
0.09
Marinov, Matej
Quinnipiac
F
24
0.09
Buydens, Carson
Princeton
F
15
0.09
Callaghan, Conor
Princeton
F
12
0.09
Wang, Brendan
Princeton
D
9
0.09
Souliere, Matt
Princeton
F
9
0.09
Clarke, Roan
Dartmouth
F
11
0.09
Croteau, Emmett
🏆
Dartmouth
F
24
0.09
Hewitt, Jack
Brown
D
17
0.09
Pak, Noah
Yale
F
22
0.08
Bernadet, Jacob
St. Lawrence
F
19
0.08
Orloff, Evan
St. Lawrence
D
3
0.08
Gunty, Miles
Princeton
F
12
0.08
Smith, Arthur
🏆
Princeton
F
22
0.08
Hamilton, Donovan
Cornell
D
3
0.08
Halyk, Freddie
Brown
F
9
0.08
Silverstein, Dylan
Quinnipiac
F
18
0.07
Bauchiero, Dean
Brown
F
16
0.07
Tanaka Campbell, Seiya
Yale
F
5
0.05
Tanaka Campbell, Jojo
Yale
F
4
0.05
Bruveris, Bruno
RPI
F
13
0.05
Vuorio, Oskari
Dartmouth
F
4
0.05
Mallgrave, Teddy
St. Lawrence
D
11
0.04
Winn, Colin
St. Lawrence
F
10
0.04
Takacs, Andrew
Colgate
F
11
0.04
Takacs, Andrew
Colgate
G
11
0.04
Mitchell, Evan
St. Lawrence
D
9
0.03
Keopple, Remington
Cornell
F
7
0.03
Patella, Davide
Colgate
F
18
0.03
Rancier, Keenan
Clarkson
F
7
0.03
Zarsky, Tristan
Brown
D
8
0.03
Scopa, Samuel
Quinnipiac
G
2
0.03
Murray, Parker
Cornell
F
9
0.02
Gorski, Hudson
Cornell
D
9
0.02
Houle, Noah
Clarkson
D
6
0.02
Keeble, Braden
Yale
F
13
0.01
Lasak, Jan
St. Lawrence
F
6
0.01
Dorfman, Carson
RPI
F
3
0.01
Matta, Lucas
RPI
D
2
0.01
Jovanovic, Matthew
RPI
D
2
0.01
Hockley, Drew
Quinnipiac
D
9
0.01
Scopa, Samuel
Quinnipiac
F
2
0.01
Young, Michael
Princeton
F
3
0.01
Moor, Daniel
Princeton
F
2
0.01
Mcdonough, William
Harvard
F
6
0.01
Johnson, Cam
Harvard
F
3
0.01
Mackey, James
Harvard
D
3
0.01
Hejduk, David
Harvard
D
1
0.01
Grahme, Tyler
Dartmouth
F
5
0.01
Wolfenberg, Nicholas
Cornell
D
3
0.01
Brille, Matthew
Brown
F
7
0.01
Pendy, Gary
Brown
F
2
0.01
Roberts, Mikey
Dartmouth
G
1
0.01
Bell, Spencer
St. Lawrence
F
5
0.00
Martin Ulvebne, Hans
Princeton
F
2
0.00
Zhang, Evan
Harvard
F
1
0.00
Roberts, Mikey
Dartmouth
F
1
0.00
Wallace, Winter
Cornell
F
18
0.00
Mccrady, Luke
Cornell
D
1
0.00
Donaldson, Sean
Cornell
F
1
0.00
Kazmouz, Ryan
Brown
F
1
0.00
Clarke, Roan
Dartmouth
G
11
0.00
Cameron Korpi
Union
G
26
0.00
Kopecky, Jakub
St. Lawrence
F
19
-0.01
Hall, Sam
St. Lawrence
D
4
-0.01
Callaghan, Conor
Princeton
G
12
-0.01
Marinov, Matej
Quinnipiac
G
24
-0.04
Brendan Holahan
Union
G
3
-0.06
Moor, Daniel
Princeton
G
2
-0.13
Zhang, Evan
Harvard
G
2
-0.14
Dorfman, Carson
RPI
G
3
-0.15
Dyck, Reid
Colgate
G
29
-0.17
Halyk, Freddie
Brown
G
9
-0.44
Bruveris, Bruno
RPI
G
13
-0.46
Winn, Colin
St. Lawrence
G
9
-0.55
Rancier, Keenan
Clarkson
G
7
-0.81
Stark, Jack
Yale
G
12
-0.97
Kucenski, Mason
St. Lawrence
G
15
-1.23