Men's College Ice Hockey Computer Ratings

I am trying to revive my college ice hockey computer ratings, so here we are.

To calculate a hypothetical margin of victory for any matchup, just use the "Points" column. The home advantage fluctuates based on games played, but is consistently about 0.2 to 0.25 goals for college ice hockey.

Teams will bounce around a lot early in the year, especially in November. Many thanks to National Statistical, my upstream source for scores and schedules.

28 December: My score source tends to bug out from time to time, so errors do crop up. Hopefully they get fixed automatically within a few days. Sorry about this. :-(

NCAA Division I Mens Ice Hockey Computer Ratings (Last updated 21-Jan-2020 09:00 EST) Rank Team W L T Rating Points BCS 1 North Dakota 20 2 3 4.05 52.41 2 2 Minnesota State 23 3 1 3.90 52.22 1 3 Boston College 16 5 0 3.61 52.16 4 4 Cornell 15 1 3 3.49 51.95 3 5 Denver 15 4 5 3.08 51.78 5 6 Massachusetts 16 7 1 2.62 51.76 8 7 Providence 15 6 5 2.42 51.51 7 8 Penn State 17 7 1 2.32 51.50 9 9 Minnesota-Duluth 12 9 2 1.83 51.19 11 10 Ohio State 16 6 3 1.79 50.76 6 Rank Team W L T Rating Points BCS 11 Clarkson 17 5 2 1.75 50.96 10 12 Northeastern 13 7 2 1.38 50.73 13 13 Michigan 11 11 3 1.35 51.09 26 14 Mass.-Lowell 13 6 4 1.32 50.68 14 15 Michigan State 14 11 1 1.32 50.77 16 16 Bemidji State 13 7 4 1.31 50.93 20 17 Arizona State 15 8 3 1.26 50.56 12 18 Harvard 9 6 2 1.25 50.89 21 19 Michigan Tech 13 11 3 1.11 50.65 19 20 Northern Michigan 14 8 3 1.09 50.54 17 Rank Team W L T Rating Points BCS 21 Western Michigan 10 9 4 1.04 50.68 23 22 Boston University 9 8 6 0.77 50.54 27 23 Bowling Green 13 11 2 0.70 50.53 29 24 Quinnipiac 13 8 2 0.67 50.10 18 25 Nebraska-Omaha 10 10 5 0.66 50.54 30 26 Notre Dame 11 10 4 0.66 50.28 25 27 New Hampshire 13 9 1 0.64 50.20 22 28 St. Cloud State 9 10 4 0.58 50.35 28 29 Sacred Heart 15 8 2 0.49 50.62 36 30 Dartmouth 10 5 3 0.49 49.80 15 Rank Team W L T Rating Points BCS 31 Alaska 13 12 1 0.43 50.01 24 32 Wisconsin 9 13 1 0.05 49.96 32 33 Maine 11 10 4 -0.07 49.83 33 34 Minnesota 8 11 5 -0.12 49.88 35 35 Army 14 7 2 -0.20 49.56 31 36 Miami 7 12 4 -0.28 49.96 40 37 Connecticut 9 10 4 -0.33 49.64 34 38 Colorado College 9 11 1 -0.44 49.69 37 39 Colgate 8 10 4 -0.55 49.58 39 40 American Int'l 11 11 1 -0.70 49.58 41 Rank Team W L T Rating Points BCS 41 Yale 9 9 0 -0.85 49.22 38 42 Rensselaer 11 12 1 -0.96 49.44 43 43 RIT 11 10 4 -1.06 49.29 42 44 Air Force 9 10 4 -1.34 49.16 44 45 Merrimack 6 15 2 -1.48 49.33 47 46 Lake Superior 7 19 2 -1.62 49.14 45 47 Vermont 4 15 3 -1.76 49.15 48 48 Robert Morris 9 11 4 -1.99 48.74 46 49 Ferris State 7 17 3 -2.01 48.92 49 50 Princeton 3 12 4 -2.10 48.94 51 Rank Team W L T Rating Points BCS 51 Holy Cross 7 13 5 -2.23 48.92 54 52 Bentley 8 13 3 -2.41 48.65 53 53 Alaska-Anchorage 4 14 4 -2.47 48.67 55 54 Union 6 17 2 -2.48 48.66 56 55 Canisius 6 13 4 -2.54 48.49 52 56 Non-Division I 6 32 6 -2.58 48.29 50 57 Niagara 5 14 4 -2.60 48.68 57 58 Brown 4 15 0 -2.76 48.65 58 59 Alabama-Huntsville 1 19 4 -3.31 48.08 59 60 St. Lawrence 3 19 3 -3.79 47.98 61 61 Mercyhurst 5 16 1 -4.42 47.23 60
NCAA Division I Basketball Computer Ratings (Last updated 21-Jan-2020 09:00 EST) --- WCHA CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Minnesota State 17 2 23 3 3.90 ( 0) 52.22 6 1 1.54 ( 5) 2 Bemidji State 13 4 13 7 1.31 ( 0) 50.93 0 3 1.83 ( 3) 3 Michigan Tech 8 8 13 11 1.11 ( 0) 50.65 5 3 0.98 ( 8) 4 Northern Michigan 11 5 14 8 1.09 ( 0) 50.54 3 3 1.08 ( 7) 5 Bowling Green 8 8 13 11 0.70 ( 0) 50.53 5 3 0.35 ( 23) 6 Alaska 11 8 13 12 0.43 ( 0) 50.01 2 4 2.22 ( 1) 7 Lake Superior 5 11 7 19 -1.62 ( 0) 49.14 2 8 0.79 ( 12) 8 Ferris State 4 12 7 17 -2.01 ( 0) 48.92 3 5 -0.17 ( 38) 9 Alaska-Anchorage 4 11 4 14 -2.47 ( 0) 48.67 0 3 0.30 ( 26) 10 Alabama-Huntsville 1 13 1 19 -3.31 ( 0) 48.08 0 6 2.01 ( 2) --- Atlantic Hockey CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Sacred Heart 13 6 15 8 0.49 ( 0) 50.62 2 2 0.50 ( 17) 2 Army 11 5 14 7 -0.20 ( 0) 49.56 3 2 0.41 ( 21) 3 American Int'l 11 5 11 11 -0.70 ( 0) 49.58 0 6 0.70 ( 13) 4 RIT 7 6 11 10 -1.06 ( 0) 49.29 4 4 0.34 ( 25) 5 Air Force 8 6 9 10 -1.34 ( 0) 49.16 1 4 0.25 ( 28) 6 Robert Morris 9 6 9 11 -1.99 ( 0) 48.74 0 5 0.28 ( 27) 7 Holy Cross 5 10 7 13 -2.23 ( 0) 48.92 2 3 -0.85 ( 55) 8 Bentley 6 11 8 13 -2.41 ( 0) 48.65 2 2 -0.81 ( 54) 9 Canisius 5 7 6 13 -2.54 ( 0) 48.49 1 6 -0.19 ( 39) 10 Niagara 4 8 5 14 -2.60 ( 0) 48.68 1 6 1.14 ( 6) 11 Mercyhurst 3 12 5 16 -4.42 ( 0) 47.23 2 4 -0.25 ( 40) --- Big Ten CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Penn State 8 5 17 7 2.32 ( 0) 51.50 9 2 -0.92 ( 57) 2 Ohio State 8 4 16 6 1.79 ( 0) 50.76 8 2 -0.72 ( 52) 3 Michigan 5 7 11 11 1.35 ( 0) 51.09 6 4 0.01 ( 35) 4 Michigan State 8 5 14 11 1.32 ( 0) 50.77 6 6 0.40 ( 22) 5 Notre Dame 5 6 11 10 0.66 ( 0) 50.28 6 4 0.20 ( 31) 6 Wisconsin 4 9 9 13 0.05 ( 0) 49.96 5 4 0.89 ( 11) 7 Minnesota 3 5 8 11 -0.12 ( 0) 49.88 5 6 0.20 ( 30) --- ECAC CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Cornell 8 1 15 1 3.49 ( 0) 51.95 7 0 0.52 ( 16) 2 Clarkson 12 3 17 5 1.75 ( 0) 50.96 5 2 0.34 ( 24) 3 Harvard 8 4 9 6 1.25 ( 0) 50.89 1 2 1.73 ( 4) 4 Quinnipiac 7 4 13 8 0.67 ( 0) 50.10 6 4 -0.03 ( 36) 5 Dartmouth 7 3 10 5 0.49 ( 0) 49.80 3 2 -0.31 ( 43) 6 Colgate 7 3 8 10 -0.55 ( 0) 49.58 1 7 0.91 ( 10) 7 Yale 6 7 9 9 -0.85 ( 0) 49.22 3 2 -0.03 ( 37) 8 Rensselaer 7 7 11 12 -0.96 ( 0) 49.44 4 5 -0.36 ( 44) 9 Princeton 1 9 3 12 -2.10 ( 0) 48.94 2 3 0.04 ( 34) 10 Union 4 9 6 17 -2.48 ( 0) 48.66 2 8 0.24 ( 29) 11 Brown 4 8 4 15 -2.76 ( 0) 48.65 0 7 0.94 ( 9) 12 St. Lawrence 1 14 3 19 -3.79 ( 0) 47.98 2 5 -1.37 ( 60) --- Hockey East CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Boston College 9 3 16 5 3.61 ( 0) 52.16 7 2 0.53 ( 15) 2 Massachusetts 9 4 16 7 2.62 ( 0) 51.76 7 3 -0.28 ( 42) 3 Providence 8 5 15 6 2.42 ( 0) 51.51 7 1 -1.06 ( 58) 4 Northeastern 7 6 13 7 1.38 ( 0) 50.73 6 1 -1.06 ( 59) 5 Mass.-Lowell 7 3 13 6 1.32 ( 0) 50.68 6 3 -0.48 ( 47) 6 Boston University 5 4 9 8 0.77 ( 0) 50.54 4 4 -0.25 ( 41) 7 New Hampshire 6 6 13 9 0.64 ( 0) 50.20 7 3 -0.75 ( 53) 8 Maine 4 7 11 10 -0.07 ( 0) 49.83 7 3 -1.38 ( 61) 9 Connecticut 6 7 9 10 -0.33 ( 0) 49.64 3 3 -0.69 ( 51) 10 Merrimack 3 8 6 15 -1.48 ( 0) 49.33 3 7 -0.39 ( 45) 11 Vermont 0 11 4 15 -1.76 ( 0) 49.15 4 4 -0.59 ( 49) --- Independents CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 Arizona State 0 0 15 8 1.26 ( 0) 50.56 15 8 0.08 ( 33) 2 Non-Division I 0 0 6 32 -2.58 ( 0) 48.29 6 32 0.44 ( 18) --- NCHC CW CL W L Rating Rank Points NCWNCL Non-Conf Sched 1 North Dakota 9 1 20 2 4.05 ( 0) 52.41 11 1 -0.43 ( 46) 2 Denver 5 3 15 4 3.08 ( 0) 51.78 10 1 0.62 ( 14) 3 Minnesota-Duluth 7 3 12 9 1.83 ( 0) 51.19 5 6 0.43 ( 19) 4 Western Michigan 5 5 10 9 1.04 ( 0) 50.68 5 4 0.12 ( 32) 5 Nebraska-Omaha 3 6 10 10 0.66 ( 0) 50.54 7 4 -0.62 ( 50) 6 St. Cloud State 5 7 9 10 0.58 ( 0) 50.35 4 3 0.41 ( 20) 7 Miami 3 7 7 12 -0.28 ( 0) 49.96 4 5 -0.52 ( 48) 8 Colorado College 3 8 9 11 -0.44 ( 0) 49.69 6 3 -0.85 ( 56)
Predictions for Today's Games (all times ET) PREDICTIONS FOR UPCOMING GAMES Date Away Team Home Team Total Prediction ----------- -------------------- -------------------- ----- -------------- 24-Jan-2020 Air Force Holy Cross 5.7 AWAY by -0.02 24-Jan-2020 Army Niagara 3.5 AWAY by -0.66 24-Jan-2020 Bentley Mercyhurst 5.7 AWAY by -1.20 24-Jan-2020 American Int'l Robert Morris 3.2 AWAY by -0.62 24-Jan-2020 RIT Canisius 5.9 AWAY by -0.59 24-Jan-2020 Dartmouth Cornell 6.5 HOME by 2.36 24-Jan-2020 Harvard Colgate 4.9 AWAY by -1.09 24-Jan-2020 Maine Boston College 6.3 HOME by 2.55 24-Jan-2020 Vermont Merrimack 4.6 HOME by 0.40 24-Jan-2020 New Hampshire Massachusetts 6.1 HOME by 1.78 24-Jan-2020 Mass.-Lowell Boston University 5.2 HOME by 0.07 24-Jan-2020 Northern Michigan Alaska 5.9 AWAY by -0.32 24-Jan-2020 Alaska-Anchorage Lake Superior 6.4 HOME by 0.70 24-Jan-2020 Ferris State Michigan Tech 5.3 HOME by 1.95 24-Jan-2020 Bemidji State Minnesota State 4.3 HOME by 1.51 24-Jan-2020 St. Cloud State Western Michigan 6.1 HOME by 0.55 24-Jan-2020 Denver Miami 5.7 AWAY by -1.60 24-Jan-2020 North Dakota Minnesota-Duluth 5.3 AWAY by -1.00 24-Jan-2020 Nebraska-Omaha Colorado College 7.1 AWAY by -0.63 24-Jan-2020 Ohio State Minnesota 5.8 AWAY by -0.66 24-Jan-2020 Penn State Michigan State 6.0 AWAY by -0.51 24-Jan-2020 Wisconsin Notre Dame 5.9 HOME by 0.54 24-Jan-2020 Arizona State Clarkson 5.7 HOME by 0.62 25-Jan-2020 Army Niagara 3.5 AWAY by -0.66 25-Jan-2020 Bentley Mercyhurst 5.7 AWAY by -1.20 25-Jan-2020 American Int'l Robert Morris 3.2 AWAY by -0.62 25-Jan-2020 Air Force Holy Cross 5.7 AWAY by -0.02 25-Jan-2020 Canisius RIT 6.6 HOME by 1.02 25-Jan-2020 Harvard Cornell 5.7 HOME by 1.28 25-Jan-2020 Dartmouth Colgate 5.7 AWAY by -0.00 25-Jan-2020 Boston University Mass.-Lowell 6.5 HOME by 0.36 25-Jan-2020 Vermont Merrimack 4.6 HOME by 0.40 25-Jan-2020 Massachusetts New Hampshire 5.5 AWAY by -1.34 25-Jan-2020 Maine Boston College 6.3 HOME by 2.55 25-Jan-2020 Ferris State Michigan Tech 5.3 HOME by 1.95 25-Jan-2020 Bemidji State Minnesota State 4.3 HOME by 1.51 25-Jan-2020 Alaska-Anchorage Lake Superior 6.4 HOME by 0.70 25-Jan-2020 Northern Michigan Alaska 5.9 AWAY by -0.32 25-Jan-2020 Nebraska-Omaha Colorado College 7.1 AWAY by -0.63 25-Jan-2020 St. Cloud State Western Michigan 6.1 HOME by 0.55 25-Jan-2020 Denver Miami 5.7 AWAY by -1.60 25-Jan-2020 North Dakota Minnesota-Duluth 5.3 AWAY by -1.00 25-Jan-2020 Wisconsin Notre Dame 5.9 HOME by 0.54 25-Jan-2020 Penn State Michigan State 6.0 AWAY by -0.51 25-Jan-2020 Ohio State Minnesota 5.8 AWAY by -0.66 25-Jan-2020 Quinnipiac Connecticut 6.7 Quin by -0.47 25-Jan-2020 Yale Sacred Heart 6.0 HOME by 1.62 25-Jan-2020 Union Rensselaer 4.7 Rens by 0.77 25-Jan-2020 Arizona State Clarkson 5.7 HOME by 0.62 25-Jan-2020 Non-Division I Michigan 5.5 HOME by 3.02
Change Log for 2018-19

  • 9 November: The last time this page was running, I had a totally different set of codes I used. This new set isn't displaying ties on the conference standings page for some reason. I'll work on it.
  • 6 November: Welcome. I'm trying to revive the ice hockey computer ratings, via this page. As I get things running again, I'll post updates on this tab. Been a long time... glad to be back.

Ratings Description

This rating system uses a formula developed by the owners of talismanred.com. It is explained in more detail over on the college football page, but the bottom line is that it can be used both for ranking teams as well as predicting future scores.

About the Author

I am a faculty member at Indiana University in Bloomington, with a Ph.D. in Atmospheric Science from the University of Alabama in Huntsville. For my day job, in addition to teaching lots of courses I have research interests in the broad areas of thunderstorms and numerical weather prediction (forecasting the weather using computers). Contact me using this email form if you have questions or non-hateful comments.

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