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ChampsRankSOS (with Decay Rate): DI Women’s College Hockey
as of December 14, 2025
GD = Goal Differential vs. Opponent
SOS = Strength of Schedule Rating of Opponent
Rank
Team
Rating
GD
SOS
Games Played
1
Wisconsin
20.00
3.8
16.2
20
2
Ohio State
19.23
2.3
16.9
18
3
Minnesota
18.45
1.9
16.5
18
4
Penn State
17.93
3.6
14.4
18
5
Minnesota Duluth
17.51
0.9
16.6
18
6
St. Cloud State
16.47
-0.2
16.7
20
7
Princeton
16.47
1.3
15.1
15
8
Northeastern
16.36
1.5
14.9
19
9
Minnesota State
16.29
0.0
16.3
20
10
Quinnipiac
16.27
1.4
14.9
20
11
UConn
16.25
1.1
15.2
18
12
St. Thomas
15.75
-1.0
16.7
20
13
Cornell
15.73
1.1
14.6
16
14
Clarkson
15.71
0.6
15.1
19
15
Mercyhurst
15.40
0.8
14.6
22
16
Colgate
15.28
-0.3
15.6
20
17
Yale
15.13
0.5
14.6
16
18
Boston College
14.89
-0.1
15.0
20
19
RIT
14.69
0.5
14.2
22
20
St. Lawrence
14.68
-0.5
15.1
21
21
Boston University
14.67
-0.6
15.3
18
22
New Hampshire
14.63
0.4
14.2
21
23
Harvard
14.53
0.5
14.0
14
24
Brown
14.52
0.1
14.4
16
25
Holy Cross
14.47
0.9
13.6
21
26
Maine
14.33
-0.8
15.2
20
27
Union
14.21
0.2
14.0
20
28
Vermont
14.15
-1.1
15.2
20
29
Bemidji State
14.12
-2.5
16.6
18
30
Providence
14.04
-0.8
14.9
19
31
Robert Morris
13.80
0.2
13.6
24
32
Syracuse
13.62
-1.0
14.6
22
33
Lindenwood
13.58
-0.9
14.5
22
34
Dartmouth
13.12
-0.8
13.9
16
35
RPI
13.06
-1.4
14.5
21
36
Merrimack
12.87
-1.6
14.5
18
37
Saint Anselm
12.12
0.4
11.8
20
38
Franklin Pierce
11.99
0.9
11.1
19
39
Stonehill
11.55
-0.1
11.7
19
40
Assumption
11.50
0.0
11.5
20
41
Delaware
11.36
-3.0
14.3
20
42
Sacred Heart
10.92
-0.7
11.6
18
43
Post
10.34
-1.2
11.6
20
44
LIU
10.33
-1.1
11.5
18
45
Saint Michaels
7.13
-4.5
11.7
16
ChampsRankSOS Rankings Comparison: December 7 vs December 14, 2025
The ChampsRankSOS rankings were stable at the top, with the top five teams holding their positions and showing slight rating improvements. Wisconsin remains #1 at 20.00, followed by Ohio State (19.21 → 19.23), Minnesota (18.42 → 18.45), Penn State (17.89 → 17.93), and Minnesota Duluth (17.49 → 17.51). The limited movement reflects only five completed games between December 7–14. Those games involved lower-ranked teams (Dartmouth, Robert Morris, LIU, Saint Anselm, Saint Michaels, Brown, and Yale), so they had minimal impact on the top teams’ strength of schedule. The most notable change was in the 6–10 range, where St. Cloud State moved from #7 to #6 (16.44 → 16.47), while Princeton dropped from #6 to #7 (16.46 → 16.47), separated by 0.0008 rating points. Minnesota State entered the top 10, climbing from #11 to #9 (16.29), while UConn fell out of the top 10, dropping from #10 to likely #11 or lower. The time-decay model’s emphasis on recent results, combined with the sparse schedule, explains why the rankings stayed largely stable with only minor adjustments in the middle tier. The lack of games involving top-ranked teams meant their ratings were primarily affected by the gradual decay of older results rather than new competitive outcomes.
Got feedback on the ChampsRankSOS model? Submit feedback here
Given Wisconsin’s sweep this weekend, we have decided to only focus on the time-decay version of our Strength-of-Schedule model (using a 45-day decay rate).
ChampsRankSOS (with Decay Rate): DI Women’s College Hockey
as of December 7, 2025
GD = Goal Differential vs. Opponent
SOS = Strength of Schedule Rating of Opponent
Rank
Team
Rating
GD
SOS
Games Played
1
Wisconsin
20.00
3.8
16.2
20
2
Ohio State
19.21
2.3
16.9
18
3
Minnesota
18.42
1.9
16.5
18
4
Penn State
17.89
3.6
14.3
18
5
Minnesota Duluth
17.49
0.9
16.5
18
6
Princeton
16.46
1.3
15.1
15
7
St. Cloud State
16.44
-0.2
16.6
20
8
Northeastern
16.36
1.5
14.9
19
9
Quinnipiac
16.28
1.4
14.9
20
10
UConn
16.25
1.1
15.2
18
11
Minnesota State
16.23
0.0
16.3
20
12
St. Thomas
15.74
-1.0
16.7
20
13
Cornell
15.71
1.1
14.6
16
14
Clarkson
15.69
0.6
15.1
19
15
Mercyhurst
15.37
0.8
14.6
22
16
Colgate
15.26
-0.3
15.5
20
17
Yale
15.13
0.5
14.6
16
18
Boston College
14.91
-0.1
15.1
20
19
Boston University
14.68
-0.6
15.3
18
20
St. Lawrence
14.65
-0.5
15.1
21
21
New Hampshire
14.65
0.4
14.3
21
22
RIT
14.65
0.5
14.2
22
23
Harvard
14.51
0.5
14.0
14
24
Brown
14.50
0.1
14.4
16
25
Holy Cross
14.50
0.9
13.6
21
26
Maine
14.35
-0.8
15.2
20
27
Union
14.21
0.2
14.0
20
28
Vermont
14.19
-1.1
15.3
20
29
Bemidji State
14.08
-2.5
16.5
18
30
Providence
14.04
-0.8
14.9
19
31
Robert Morris
13.60
-0.5
14.1
22
32
Syracuse
13.59
-1.0
14.6
22
33
Lindenwood
13.53
-0.9
14.5
22
34
RPI
13.02
-1.4
14.4
21
35
Merrimack
12.89
-1.6
14.5
18
36
Dartmouth
12.87
-2.0
14.9
14
37
Saint Anselm
12.46
0.6
11.9
19
38
Franklin Pierce
12.27
0.9
11.4
19
39
Stonehill
11.81
-0.1
11.9
19
40
Assumption
11.73
0.0
11.7
20
41
Delaware
11.35
-3.0
14.3
20
42
Sacred Heart
11.17
-0.7
11.9
18
43
LIU
10.83
-0.4
11.2
16
44
Post
10.61
-1.2
11.8
20
45
Saint Michaels
7.52
-4.2
11.7
15
The main change is a flip at the top.
On Nov 30, Ohio State was #1 (20.00) and Wisconsin #2 (19.78). On Dec 7, Wisconsin is #1 (20.00) and Ohio State #2 (19.21). Wisconsin’s 6-1 win over Ohio State on Dec 6, weighted heavily by the decay model, likely drove the change. Wisconsin beat Ohio State in both their meetings this past weekend.
Other Dec 5–6 results affected the rankings. In ECAC, Princeton beat Colgate 6-1, Quinnipiac won 3-0 at Cornell, RPI won 3-1 at Dartmouth, Harvard beat Union 4-2, and Yale won 3-2 at Brown. In Hockey East, Northeastern won 3-1 at Boston College, Maine won 4-3 in OT at New Hampshire, and Holy Cross won 2-0 at Vermont. These outcomes, especially the Wisconsin–Ohio State result, shifted ratings in the decay model.
Rating adjustments in the top 5
Minnesota remains #3 but dropped from 18.71 to 18.42. Penn State stays #4, down from 18.15 to 17.89. Minnesota Duluth remains #5, up from 17.76 to 17.49. The decay model’s emphasis on recent results, combined with Wisconsin’s strong recent form, explains the shift at the top.
Got feedback on the ChampsRankSOS model? Submit feedback here
We initially planned to publish only the time-decay version of our Strength-of-Schedule model (using a 45-day decay rate). However, the differences between the decay and no-decay versions were significant enough that it made sense to release both. This allows a clear comparison between a full-season evaluation and a ranking system that emphasizes recent performance — something both subjective polls and postseason selection committees tend to value. This weekend’s upcoming games between Wisconsin and Ohio State, might tell us which methodology makes more sense.
ChampsRankSOS with Decay Rate: DI Women’s College Hockey
as of November 30, 2025
GD = Goal Differential vs. Opponent
SOS = Strength of Schedule Rating of Opponent
Rank
Team
Rating
GD
SOS
Games Played
1
Ohio State
20.00
3.46
16.54
16
2
Wisconsin
19.78
3.96
15.82
18
3
Minnesota
18.71
1.82
16.89
16
4
Penn State
18.15
3.56
14.58
18
5
Minnesota Duluth
17.76
0.33
17.44
16
6
Minnesota State
16.77
0.24
16.53
18
7
UConn
16.73
1.21
15.52
16
8
Northeastern
16.66
1.58
15.08
16
9
St. Cloud State
16.48
-0.53
17.01
18
10
Quinnipiac
16.41
1.50
14.91
18
11
Cornell
16.35
1.74
14.61
14
12
Princeton
16.21
0.94
15.27
13
13
Clarkson
16.04
0.60
15.44
17
14
St. Thomas
15.94
-0.64
16.58
18
15
Colgate
15.74
0.04
15.71
18
16
Yale
15.67
0.74
14.93
14
17
Mercyhurst
15.52
0.54
14.99
20
18
Boston College
15.22
0.21
15.01
18
19
Harvard
15.04
0.68
14.37
12
20
RIT
15.04
0.10
14.93
20
21
St. Lawrence
14.83
-0.45
15.27
19
22
New Hampshire
14.75
0.52
14.23
18
23
Holy Cross
14.73
1.14
13.59
18
24
Vermont
14.72
-1.02
15.74
18
25
Union
14.64
0.41
14.23
18
26
Brown
14.46
-0.01
14.47
14
27
Maine
14.39
-1.07
15.46
18
28
Bemidji State
14.36
-2.24
16.60
16
29
Boston University
14.34
-1.02
15.36
15
30
Providence
14.08
-1.21
15.30
17
31
Syracuse
13.85
-1.06
14.91
20
32
Lindenwood
13.77
-0.75
14.53
20
33
Robert Morris
13.72
-0.71
14.44
20
34
Dartmouth
13.33
-2.27
15.61
12
35
Merrimack
13.08
-1.71
14.80
16
36
Saint Anselm
13.01
0.99
12.02
17
37
RPI
12.84
-2.01
14.85
19
38
Franklin Pierce
12.38
0.92
11.46
17
39
Assumption
11.74
-0.34
12.09
18
40
Stonehill
11.67
-1.25
12.92
17
41
Sacred Heart
11.65
-0.61
12.26
15
42
Delaware
11.38
-3.07
14.46
18
43
Post
11.12
-1.29
12.41
17
44
LIU
10.66
-0.98
11.64
14
45
Saint Michaels
8.24
-3.74
11.97
13
ChampsRankSOS without Decay Rate (Full Season Rating): DI Women’s College Hockey
as of November 30, 2025
Rank
Team
Rating
GD
SOS
Games Played
1
Wisconsin
20.00
4.06
15.94
18
2
Ohio State
19.81
3.25
16.56
16
3
Minnesota
19.14
2.25
16.89
16
4
Penn State
18.10
3.72
14.37
18
5
Minnesota Duluth
17.80
0.63
17.18
16
6
St. Cloud State
16.73
-0.33
17.06
18
7
Northeastern
16.69
1.69
15.00
16
8
Cornell
16.66
2.00
14.66
14
9
Quinnipiac
16.65
1.83
14.82
18
10
UConn
16.62
1.00
15.62
16
11
Minnesota State
16.49
0.11
16.38
18
12
Princeton
16.05
0.77
15.29
13
13
St. Thomas
15.97
-0.06
16.02
18
14
Clarkson
15.93
0.76
15.17
17
15
Colgate
15.79
0.06
15.74
18
16
Yale
15.71
0.79
14.92
14
17
Mercyhurst
15.53
0.35
15.18
20
18
Boston College
15.17
-0.11
15.28
18
19
RIT
15.02
0.35
14.67
20
20
Harvard
14.98
0.58
14.40
12
21
St. Lawrence
14.89
-0.47
15.37
19
22
Vermont
14.79
-0.94
15.74
18
23
New Hampshire
14.78
0.61
14.16
18
24
Bemidji State
14.68
-2.25
16.93
16
25
Brown
14.61
0.07
14.53
14
26
Holy Cross
14.57
1.11
13.46
18
27
Union
14.49
0.17
14.32
18
28
Maine
14.43
-1.22
15.65
18
29
Boston University
14.40
-1.27
15.66
15
30
Providence
13.99
-1.47
15.46
17
31
Syracuse
13.78
-1.15
14.93
20
32
Lindenwood
13.69
-1.20
14.89
20
33
Robert Morris
13.62
-0.75
14.37
20
34
Dartmouth
13.47
-2.00
15.47
12
35
Merrimack
13.18
-1.63
14.81
16
36
RPI
12.85
-2.00
14.85
19
37
Saint Anselm
12.81
0.71
12.10
17
38
Franklin Pierce
12.32
0.47
11.85
17
39
Sacred Heart
11.77
-0.33
12.10
15
40
Assumption
11.72
-0.44
12.16
18
41
Stonehill
11.66
-1.06
12.72
17
42
Delaware
11.35
-3.00
14.36
18
43
Post
11.01
-1.76
12.77
17
44
LIU
10.82
-0.64
11.46
14
45
Saint Michaels
8.60
-3.38
11.99
13
#1 Ranking Flip
When recent games are weighted more heavily, Ohio State takes over the top spot. Over the full season, Wisconsin remains #1.
• Without decay: Wisconsin #1 (20.00), Ohio State #2 (19.81) • With decay: Ohio State #1 (20.00), Wisconsin #2 (19.78)
Why the flip occurs
• Wisconsin: Goal differential drops from 4.06 → 3.96 due to early-season blowouts being de-weighted (e.g., 17–2 vs. Stonehill, 8–0 vs. Minnesota State). • Ohio State: Goal differential rises from 3.25 → 3.46, reflecting stronger recent games. • Game volume: Wisconsin has 18 games — more older results get discounted. Ohio State has 16 — more of their games retain full weight. • Decay math: Games older than ~60 days count at roughly 35% weight, boosting teams with stronger recent form.
Other Notable Shifts
• Minnesota State: +5 spots (11 → 6) — largest improvement • Bemidji State: –4 spots (24 → 28) — largest decline • 24 teams experienced movement between the two models
Got feedback on the ChampsRankSOS model? Submit feedback here