NCAA Women's Hockey Team Ratings

Performance vs. Expectation (PvE) rating leaderboard for the 2027 season.

45 Teams Rated
Last updated: Sep 23, 2026, 7:43 PM ET
Games rated through: Sep 19, 2026 (Movement Δ measured since Preseason cutoff)
Rank ⇅ Team ⇅ RW ⇅ OW ⇅ T ⇅ OL ⇅ RL ⇅ Rating ⇅ Rank Δ ⇅ Rating Δ ⇅ OffRt ⇅ DefRt ⇅ SoS ⇅
#1 Ohio State 0 0 0 0 0 145.47 — -1.59 +22.48 +18.53 +0.00
#2 Wisconsin 0 0 0 0 0 134.51 — -1.59 +22.31 +16.12 +0.00
#3 Penn State 0 0 0 0 0 92.22 — -1.59 +15.77 +12.38 +0.00
#4 Quinnipiac 1 0 0 0 0 85.65 ▲ +1 +14.64 +6.86 +6.71 +51.15
#5 Northeastern 0 0 0 0 0 70.18 â–ŧ -1 -1.59 +4.76 +6.25 +0.00
#6 Yale 0 0 0 0 0 67.53 ▲ +1 -1.59 +8.79 +3.98 +0.00
#7 Minnesota 0 0 0 0 0 65.13 ▲ +1 -1.59 +14.69 +9.07 +0.00
#8 Mercyhurst 2 0 0 0 0 53.20 ▲ +3 +5.10 +2.35 +4.11 -76.58
#9 Cornell 0 0 0 0 0 51.48 — -1.59 +8.83 +7.28 +0.00
#10 UConn 0 0 0 0 1 51.15 â–ŧ -4 -19.61 +4.00 +6.79 +85.65
#11 Princeton 0 0 0 0 0 48.98 â–ŧ -1 -1.59 +5.15 +6.86 +0.00
#12 Minnesota Duluth 0 0 0 0 0 38.55 — -1.59 -1.85 +8.87 +0.00
#13 Clarkson 0 0 0 0 0 27.04 — -1.59 +5.03 +2.42 +0.00
#14 Colgate 0 0 0 0 0 25.73 — -1.59 +4.42 -0.08 +0.00
#15 Vermont 1 0 0 0 0 18.07 ▲ +4 +13.46 -1.98 +0.29 +0.00
#16 New Hampshire 1 0 0 0 0 16.49 ▲ +4 +14.43 +2.40 -0.78 -22.66
#17 Minnesota State 0 0 0 0 0 14.59 â–ŧ -2 -1.59 -2.90 +0.83 +0.00
#18 Brown 0 0 0 0 0 13.25 â–ŧ -2 -1.59 +1.22 +0.26 +0.00
#19 Harvard 0 0 0 0 0 7.47 â–ŧ -2 -1.59 -4.39 +2.88 +0.00
#20 Boston College 0 0 0 0 0 4.16 â–ŧ -2 -1.59 +1.48 -1.72 +0.00
#21 St. Cloud State 0 0 0 0 0 -0.70 — -1.59 -0.57 +0.95 +0.00
#22 St. Lawrence 1 0 0 0 0 -0.92 ▲ +7 +15.83 -3.54 +2.01 +0.00
#23 Holy Cross 0 0 0 0 0 -2.01 â–ŧ -1 -1.59 -4.13 +2.25 +0.00
#24 Lindenwood 2 0 0 0 0 -2.81 ▲ +6 +14.71 -2.37 -4.32 -105.75
#25 Franklin Pierce 0 0 0 0 0 -9.99 â–ŧ -1 -1.59 -2.67 +1.80 +0.00
#26 Syracuse 0 0 0 0 0 -11.35 â–ŧ -1 -1.59 -6.85 +0.18 +0.00
#27 RIT 0 0 0 0 0 -12.24 â–ŧ -1 -1.59 +1.40 -0.88 +0.00
#28 Boston University 0 0 0 0 0 -15.16 â–ŧ -1 -1.59 -4.85 +0.60 +0.00
#29 St. Thomas (MN) 0 0 0 0 0 -16.07 â–ŧ -1 -1.59 -3.67 -1.07 +0.00
#30 Maine 0 0 0 0 1 -22.66 â–ŧ -7 -17.30 -3.06 +0.01 +16.49
#31 Providence 0 0 0 0 0 -27.65 — -1.59 -4.57 -4.54 +0.00
#32 Assumption 0 0 0 0 0 -31.51 — -1.59 -2.43 -0.45 +0.00
#33 Merrimack 1 0 0 0 0 -38.77 ▲ +6 +15.82 -6.71 -5.51 -47.35
#34 Saint Anselm 0 0 0 0 0 -39.07 — -1.59 -0.82 -3.24 +0.00
#35 Long Island University 0 0 0 0 0 -39.96 — -1.59 -8.11 -1.07 +0.00
#36 Union (NY) 0 0 0 0 0 -42.13 — -1.59 -3.46 -3.82 +0.00
#37 Robert Morris 0 0 0 0 0 -45.68 — -1.59 -5.99 -2.78 +0.00
#38 Stonehill 0 0 0 0 1 -47.35 â–ŧ -5 -15.76 -0.98 -3.77 -38.77
#39 Bemidji State 0 0 0 0 0 -48.72 â–ŧ -1 -1.59 -7.84 -8.26 +0.00
#40 Sacred Heart 0 0 0 0 0 -56.81 — -1.59 -6.61 -1.38 +0.00
#41 Dartmouth 0 0 0 0 0 -66.55 — -1.59 -11.24 -1.94 +0.00
#42 RPI 0 0 0 0 2 -76.58 — -9.95 -4.81 -6.51 +53.20
#43 Post 0 0 0 0 2 -105.75 — -22.99 -8.22 -2.74 -2.81
#44 Delaware 0 0 0 0 0 -114.84 — -1.59 -12.74 -11.63 +0.00
#45 Saint Michael's 0 0 0 0 0 -155.56 — -1.59 -15.90 -17.70 +0.00

ℹī¸ Standings & Rating System Legend

RW
Regulation Win

Standard victory secured within regulation play.

OW
Overtime Win

Victory secured in overtime (includes Shootout Win in the NHL and Extra-Inning decisions in MLB).

T
Tie Game

Contest drawn after full regulation and overtime.

OL
Overtime Loss

Contest tied at end of regulation; lost in overtime (includes Shootout Loss in the NHL and Extra-Inning decisions in MLB).

RL
Regulation Loss

Defeat in standard regulation play.

PvE Rating
Performance vs. Expectation

Zero-centered Elo power rating measuring opponent-adjusted performance against Vegas closing expectations.

Rank Δ / Rating Δ
Rating & Rank Momentum

Net movement in leaderboard rank and raw rating compared to the previous rating calculation date.

Off / Def / SoS
Offense, Defense & Strength of Sched

Component offensive and defensive power ratings, plus average opponent rating faced to date.