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Penalty Impact Analysis
Which penalties actually cost goals? How often a penalty is followed by a goal against within 120 seconds.
No xG: shot data has no game clock, so shots can't be matched to the 120-second window.
Penalties Tracked
1,744
League PP Conversion
19.3%
Costliest Penalty Takers (by goals against, 3+ penalties)
221 players
| # | Player | Pen | Led to Goal | PP Goal% |
|---|---|---|---|---|
| 1 |
David Klee
Notre Dame
|
6 | 4 | 66.7% |
| 2 |
William Belle
Notre Dame
|
4 | 3 | 75.0% |
| 3 |
Egor Barabanov
Massachusetts
|
5 | 3 | 60.0% |
| 4 |
Raoul Boilard
Lake Superior
|
3 | 2 | 66.7% |
| 5 |
Andrew LeBlanc
Lindenwood
|
3 | 2 | 66.7% |
| 6 |
Noah Houle
Northern Michigan
|
3 | 2 | 66.7% |
| 7 |
William Elias
Holy Cross
|
3 | 2 | 66.7% |
| 8 |
Brody Gagno
Holy Cross
|
3 | 2 | 66.7% |
| 9 |
BENCH
RIT
|
3 | 2 | 66.7% |
| 10 |
Grant DeNuccio
Air Force
|
3 | 2 | 66.7% |
| 11 |
Chase LaPinta
Lindenwood
|
3 | 2 | 66.7% |
| 12 |
Jack Malinski
Vermont
|
3 | 2 | 66.7% |
| 13 |
Nolan Seed
Lake Superior
|
3 | 2 | 66.7% |
| 14 |
Nathan McBrayer
Ohio State
|
3 | 2 | 66.7% |
| 15 |
Christian Humphreys
Minnesota
|
3 | 2 | 66.7% |
| 16 |
BENCH
Northeastern
|
3 | 2 | 66.7% |
| 17 |
Evan Jardine
Ohio State
|
3 | 2 | 66.7% |
| 18 |
Luka Radivojevic
Boston College
|
3 | 2 | 66.7% |
| 19 |
Wyatt Cullen
Minnesota
|
3 | 2 | 66.7% |
| 20 |
Jakub Altrichter
St. Thomas
|
4 | 2 | 50.0% |
| 21 |
Cooper Anderson
Alaska-Anchorage
|
4 | 2 | 50.0% |
| 22 |
Jason Gallucci
Canisius
|
4 | 2 | 50.0% |
| 23 |
Evan Werner
Notre Dame
|
4 | 2 | 50.0% |
| 24 |
Jaedon Kerr
Notre Dame
|
4 | 2 | 50.0% |
| 25 |
Matthew Wang
RIT
|
4 | 2 | 50.0% |
| 26 |
Leo Gruba
Notre Dame
|
4 | 2 | 50.0% |
| 27 |
Nathan Pilling
St. Thomas
|
4 | 2 | 50.0% |
| 28 |
Liam Lesakowski
Sacred Heart
|
5 | 2 | 40.0% |
| 29 |
Owen Baumgartner
Augustana
|
5 | 2 | 40.0% |
| 30 |
Jack Dalton
Bentley
|
5 | 2 | 40.0% |
| 31 |
Brennan Ali
Notre Dame
|
5 | 2 | 40.0% |
| 32 |
Emmanuel Vermette
Sacred Heart
|
6 | 2 | 33.3% |
| 33 |
Calem Mangone
Lake Superior
|
6 | 2 | 33.3% |
| 34 |
Dean Letourneau
Boston College
|
6 | 2 | 33.3% |
| 35 |
Aiden VanRooyan
Sacred Heart
|
7 | 2 | 28.6% |
| 36 |
Marshall Finnie
Niagara
|
8 | 2 | 25.0% |
| 37 |
Mason Moe
Minnesota
|
3 | 1 | 33.3% |
| 38 |
Reggie Newman
Ferris State
|
3 | 1 | 33.3% |
| 39 |
Colby Woogk
Western Michigan
|
3 | 1 | 33.3% |
| 40 |
Nathan Leek
Ferris State
|
3 | 1 | 33.3% |
| 41 |
Duke Gentzler
Air Force
|
3 | 1 | 33.3% |
| 42 |
Linden Burrett
Alaska
|
3 | 1 | 33.3% |
| 43 |
Malcolm Spence
Michigan
|
3 | 1 | 33.3% |
| 44 |
Gavyn Thoreson
St. Cloud State
|
3 | 1 | 33.3% |
| 45 |
Ryan Humphrey
Niagara
|
3 | 1 | 33.3% |
| 46 |
Ethan Miedema
Bemidji State
|
3 | 1 | 33.3% |
| 47 |
Reilley Kotai
Northern Michigan
|
3 | 1 | 33.3% |
| 48 |
Austin Zemlak
Ferris State
|
3 | 1 | 33.3% |
| 49 |
Lucas Van Vliet
St. Thomas
|
3 | 1 | 33.3% |
| 50 |
Lefty Markonidis
Union
|
3 | 1 | 33.3% |
| 51 |
Max Namestnikov
Bemidji State
|
3 | 1 | 33.3% |
| 52 |
Ethan Gardula
Connecticut
|
3 | 1 | 33.3% |
| 53 |
James Hong
Ohio State
|
3 | 1 | 33.3% |
| 54 |
Matthew Lansing
Quinnipiac
|
3 | 1 | 33.3% |
| 55 |
Nate Misskey
Mass.-Lowell
|
3 | 1 | 33.3% |
| 56 |
Luke van Why
Robert Morris
|
3 | 1 | 33.3% |
| 57 |
Calvin Crombie
Robert Morris
|
3 | 1 | 33.3% |
| 58 |
Nick Sajevic
Air Force
|
3 | 1 | 33.3% |
| 59 |
Ethan Bono
RPI
|
3 | 1 | 33.3% |
| 60 |
Diego Buttazzoni
Sacred Heart
|
3 | 1 | 33.3% |
| 61 |
Caeden Herrington
Penn State
|
3 | 1 | 33.3% |
| 62 |
Devon Carlstrom
Stonehill
|
3 | 1 | 33.3% |
| 63 |
EJ Emery
North Dakota
|
3 | 1 | 33.3% |
| 64 |
Justin Gill
Merrimack
|
3 | 1 | 33.3% |
| 65 |
Hunter Wallace
Niagara
|
3 | 1 | 33.3% |
| 66 |
Matthew Grimes
Boston College
|
3 | 1 | 33.3% |
| 67 |
Christian Maro
Holy Cross
|
3 | 1 | 33.3% |
| 68 |
Kamil Bednarik
Boston University
|
3 | 1 | 33.3% |
| 69 |
Kocha Delic
Miami
|
3 | 1 | 33.3% |
| 70 |
Max Scott
Maine
|
3 | 1 | 33.3% |
| 71 |
Alex Carr
New Hampshire
|
3 | 1 | 33.3% |
| 72 |
Mason Zebeski
New Hampshire
|
3 | 1 | 33.3% |
| 73 |
Axel Löfgren
Minnesota
|
4 | 1 | 25.0% |
| 74 |
Mans Toresson
Lake Superior
|
4 | 1 | 25.0% |
| 75 |
Ty Nash
Lindenwood
|
4 | 1 | 25.0% |
| 76 |
Alex Pelletier
Boston College
|
4 | 1 | 25.0% |
| 77 |
Jack Nesbitt
Michigan
|
4 | 1 | 25.0% |
| 78 |
Pat Murphy
Stonehill
|
4 | 1 | 25.0% |
| 79 |
Matthew Kursonis
Holy Cross
|
4 | 1 | 25.0% |
| 80 |
Brady Cleveland
Minnesota-Duluth
|
4 | 1 | 25.0% |
| 81 |
Gavin O'Connell
Michigan State
|
4 | 1 | 25.0% |
| 82 |
William Whitelaw
Western Michigan
|
4 | 1 | 25.0% |
| 83 |
Zander Lipsett
Air Force
|
4 | 1 | 25.0% |
| 84 |
Nathan Larioza
Colgate
|
4 | 1 | 25.0% |
| 85 |
Noah Reinhart
Michigan Tech
|
4 | 1 | 25.0% |
| 86 |
Will Skahan
Minnesota State
|
4 | 1 | 25.0% |
| 87 |
Carter Sproule
Connecticut
|
4 | 1 | 25.0% |
| 88 |
Adam Pietila
Wisconsin
|
4 | 1 | 25.0% |
| 89 |
Carson Birnie
Michigan Tech
|
5 | 1 | 20.0% |
| 90 |
Roberto Mancini
Niagara
|
5 | 1 | 20.0% |
| 91 |
Will Staring
Air Force
|
5 | 1 | 20.0% |
| 92 |
Chase Reid
Michigan State
|
5 | 1 | 20.0% |
| 93 |
Jason Davenport
Northern Michigan
|
5 | 1 | 20.0% |
| 94 |
Jackson Smith
Penn State
|
5 | 1 | 20.0% |
| 95 |
Ty Gagno
Holy Cross
|
5 | 1 | 20.0% |
| 96 |
Charles Savoie
Lake Superior
|
6 | 1 | 16.7% |
| 97 |
BENCH
Niagara
|
6 | 1 | 16.7% |
| 98 |
Reid Morich
Minnesota State
|
6 | 1 | 16.7% |
| 99 |
Henry Nelson
Notre Dame
|
7 | 1 | 14.3% |
| 100 |
Mitchell Young
Niagara
|
8 | 1 | 12.5% |
| 101 |
Dalyn Wakely
Mass.-Lowell
|
8 | 1 | 12.5% |
| 102 |
Christian Catalano
RIT
|
9 | 1 | 11.1% |
| 103 |
Nathan Mackie
Ferris State
|
6 | 0 | 0.0% |
| 104 |
Theo Wallberg
Western Michigan
|
3 | 0 | 0.0% |
| 105 |
Brody Mortensen
Lindenwood
|
3 | 0 | 0.0% |
| 106 |
Hunter Ramos
Lake Superior
|
5 | 0 | 0.0% |
| 107 |
Cooper Foster
Lake Superior
|
5 | 0 | 0.0% |
| 108 |
Danny Nelson
Notre Dame
|
3 | 0 | 0.0% |
| 109 |
Kevin Anderson
St. Thomas
|
3 | 0 | 0.0% |
| 110 |
Hayden Nichol
Air Force
|
3 | 0 | 0.0% |
| 111 |
Justin Kipkie
St. Thomas
|
4 | 0 | 0.0% |
| 112 |
Quinn Rudrud
St. Thomas
|
3 | 0 | 0.0% |
| 113 |
Quinn Beauchesne
Boston College
|
3 | 0 | 0.0% |
| 114 |
Matias Vanhanen
Boston College
|
3 | 0 | 0.0% |
| 115 |
Teddy Stiga
Boston College
|
3 | 0 | 0.0% |
| 116 |
Rylen Roersma
Alaska
|
3 | 0 | 0.0% |
| 117 |
Nic Sima
Michigan
|
3 | 0 | 0.0% |
| 118 |
Ty Cheveldayoff
Bowling Green
|
4 | 0 | 0.0% |
| 119 |
Brody Waters
Bowling Green
|
3 | 0 | 0.0% |
| 120 |
Taos Jordan
Sacred Heart
|
4 | 0 | 0.0% |
| 121 |
Brayden Crampton
Bowling Green
|
4 | 0 | 0.0% |
| 122 |
Luc Bydal
Long Island
|
3 | 0 | 0.0% |
| 123 |
Kuzma Voronin
Mass.-Lowell
|
3 | 0 | 0.0% |
| 124 |
Remi Gelinas
Clarkson
|
4 | 0 | 0.0% |
| 125 |
Sean Kilcullen
Mass.-Lowell
|
4 | 0 | 0.0% |
| 126 |
Mike Murtagh
Connecticut
|
3 | 0 | 0.0% |
| 127 |
Dane Dowiak
Penn State
|
6 | 0 | 0.0% |
| 128 |
Samo Meritähti
Augustana
|
3 | 0 | 0.0% |
| 129 |
Spencer Young
Niagara
|
6 | 0 | 0.0% |
| 130 |
Shane Vansaghi
Michigan State
|
7 | 0 | 0.0% |
| 131 |
Felix Caron
Ohio State
|
3 | 0 | 0.0% |
| 132 |
Grayson Burzynski
RPI
|
4 | 0 | 0.0% |
| 133 |
Ian Scherzer
RPI
|
4 | 0 | 0.0% |
| 134 |
Elliott Groenewold
Quinnipiac
|
3 | 0 | 0.0% |
| 135 |
Graham Sward
Quinnipiac
|
3 | 0 | 0.0% |
| 136 |
Evan Konyen
RIT
|
4 | 0 | 0.0% |
| 137 |
Blake Zielinski
Providence
|
3 | 0 | 0.0% |
| 138 |
Everett Baldwin
Providence
|
5 | 0 | 0.0% |
| 139 |
James Fisher
St. Lawrence
|
3 | 0 | 0.0% |
| 140 |
Ryan Mansfield
Bentley
|
3 | 0 | 0.0% |
| 141 |
Sebastian Törnqvist
Vermont
|
3 | 0 | 0.0% |
| 142 |
Christian Kim
Air Force
|
3 | 0 | 0.0% |
| 143 |
Asher Barnett
Michigan
|
3 | 0 | 0.0% |
| 144 |
Drew Hockley
Alaska-Anchorage
|
5 | 0 | 0.0% |
| 145 |
Cole McKinney
Michigan
|
3 | 0 | 0.0% |
| 146 |
Will Felicio
Union
|
5 | 0 | 0.0% |
| 147 |
Riley Brueck
Union
|
3 | 0 | 0.0% |
| 148 |
Talon Sigurdson
Clarkson
|
4 | 0 | 0.0% |
| 149 |
Bryce Sookro
Clarkson
|
3 | 0 | 0.0% |
| 150 |
Thomas Vandenberg
Providence
|
4 | 0 | 0.0% |
| 151 |
Tomas Machu
Providence
|
3 | 0 | 0.0% |
| 152 |
Elias Zimmerman
Colgate
|
3 | 0 | 0.0% |
| 153 |
Charles Banquier
Stonehill
|
3 | 0 | 0.0% |
| 154 |
Ethan Whitcomb
Connecticut
|
3 | 0 | 0.0% |
| 155 |
Anthony Biakabutuka
Holy Cross
|
5 | 0 | 0.0% |
| 156 |
Hayden Paupanekis
St. Cloud State
|
4 | 0 | 0.0% |
| 157 |
Jacob Fletcher
Augustana
|
3 | 0 | 0.0% |
| 158 |
Owen Goodbrand
Bentley
|
3 | 0 | 0.0% |
| 159 |
Jordan Tourigny
Northeastern
|
3 | 0 | 0.0% |
| 160 |
Jake Karabela
Ohio State
|
4 | 0 | 0.0% |
| 161 |
Nathan Lewis
Ohio State
|
3 | 0 | 0.0% |
| 162 |
Caleb Hadland
RPI
|
5 | 0 | 0.0% |
| 163 |
Mirko Buttazzoni
Sacred Heart
|
4 | 0 | 0.0% |
| 164 |
Shea Busch
Penn State
|
5 | 0 | 0.0% |
| 165 |
Alex Kostov
Quinnipiac
|
3 | 0 | 0.0% |
| 166 |
Nathan DellaDonna
RIT
|
3 | 0 | 0.0% |
| 167 |
Gavin Cornforth
Massachusetts
|
3 | 0 | 0.0% |
| 168 |
Julian Demiglio
RIT
|
3 | 0 | 0.0% |
| 169 |
Mason West
Michigan State
|
4 | 0 | 0.0% |
| 170 |
Sean Barnhill
Michigan State
|
4 | 0 | 0.0% |
| 171 |
Logan Wormald
Omaha
|
4 | 0 | 0.0% |
| 172 |
Cameron Briere
Omaha
|
5 | 0 | 0.0% |
| 173 |
Shaun McEwen
Miami
|
3 | 0 | 0.0% |
| 174 |
Hunter Hady
Arizona State
|
3 | 0 | 0.0% |
| 175 |
Cole Reschny
North Dakota
|
3 | 0 | 0.0% |
| 176 |
Niklas Aaram-Olsen
Boston University
|
3 | 0 | 0.0% |
| 177 |
Caleb Malhotra
Boston University
|
3 | 0 | 0.0% |
| 178 |
Mael St-denis
Clarkson
|
5 | 0 | 0.0% |
| 179 |
Kazimier Sobieski
RPI
|
3 | 0 | 0.0% |
| 180 |
Conner Brown
Long Island
|
4 | 0 | 0.0% |
| 181 |
Drew Schock
Michigan
|
3 | 0 | 0.0% |
| 182 |
Cale Ashcroft
Denver
|
3 | 0 | 0.0% |
| 183 |
Sam Court
Minnesota State
|
3 | 0 | 0.0% |
| 184 |
Ryan Spinale
Colgate
|
5 | 0 | 0.0% |
| 185 |
Nick VanTassell
New Hampshire
|
3 | 0 | 0.0% |
| 186 |
Josh Van Mulligen
Niagara
|
4 | 0 | 0.0% |
| 187 |
Tyler Hotson
Bowling Green
|
5 | 0 | 0.0% |
| 188 |
Ben Doran
Bowling Green
|
3 | 0 | 0.0% |
| 189 |
Theo Lemieux
Niagara
|
4 | 0 | 0.0% |
| 190 |
Dawson Sharkey
Northeastern
|
4 | 0 | 0.0% |
| 191 |
Jasper Kuhta
Massachusetts
|
3 | 0 | 0.0% |
| 192 |
Amine Hajibi
Northeastern
|
3 | 0 | 0.0% |
| 193 |
Hagen Burrows
Notre Dame
|
3 | 0 | 0.0% |
| 194 |
Iiro Hakkarainen
Western Michigan
|
3 | 0 | 0.0% |
| 195 |
Cole Galata
Sacred Heart
|
3 | 0 | 0.0% |
| 196 |
Gabriel Frasca
Quinnipiac
|
4 | 0 | 0.0% |
| 197 |
Kyle Smolen
Arizona State
|
3 | 0 | 0.0% |
| 198 |
Trevor Wong
Omaha
|
6 | 0 | 0.0% |
| 199 |
Carson Carels
North Dakota
|
3 | 0 | 0.0% |
| 200 |
Mathias Loiselle
Vermont
|
3 | 0 | 0.0% |
| 201 |
Klavs Veinbergs
Colorado College
|
3 | 0 | 0.0% |
| 202 |
Wilson Bjorck
Colorado College
|
3 | 0 | 0.0% |
| 203 |
Colton Roberts
Colorado College
|
3 | 0 | 0.0% |
| 204 |
Ryan Koering
Colorado College
|
3 | 0 | 0.0% |
| 205 |
John Babcock
Robert Morris
|
5 | 0 | 0.0% |
| 206 |
Sam Harris
Denver
|
3 | 0 | 0.0% |
| 207 |
Daxon Rudolph
Denver
|
3 | 0 | 0.0% |
| 208 |
Lucas Romeo
RIT
|
4 | 0 | 0.0% |
| 209 |
Cayden Lindstrom
Michigan State
|
5 | 0 | 0.0% |
| 210 |
Ben Roger
RIT
|
3 | 0 | 0.0% |
| 211 |
Brent Keefer
Army
|
3 | 0 | 0.0% |
| 212 |
Jack Ivey
Army
|
3 | 0 | 0.0% |
| 213 |
Alexandre Blais
Connecticut
|
4 | 0 | 0.0% |
| 214 |
Mats Lindgren
Colorado College
|
3 | 0 | 0.0% |
| 215 |
Jan Golicic
Quinnipiac
|
4 | 0 | 0.0% |
| 216 |
Easton Wainwright
Colgate
|
3 | 0 | 0.0% |
| 217 |
Dario Beljo
Robert Morris
|
3 | 0 | 0.0% |
| 218 |
Ryan Miller
Denver
|
3 | 0 | 0.0% |
| 219 |
Anthony Galante
Stonehill
|
3 | 0 | 0.0% |
| 220 |
Noah Roberts
Sacred Heart
|
3 | 0 | 0.0% |
| 221 |
Oliver Tulk
Wisconsin
|
3 | 0 | 0.0% |
Costliest Penalty Types (10+ calls)
Most Dangerous Power Plays (10+ chances)
-
Army
-
Wisconsin
-
Union
-
Northeastern
-
Dartmouth
-
North Dakota
-
Connecticut
-
Western Michigan
-
Ohio State
-
Minnesota State