WAB 2/11: We don’t need no stinking Badgers!

The committee was kind enough to give us the top 16 seeds (top 4 lines) today. They had Oregon as a 2-seed, and Wisconsin out of the top 16 teams entirely. That struck me as odd, so I want to take a deeper look at the two resumes.

RPI 1-25: Oregon is 2-2, Wisconsin is 1-3. Clear advantage Oregon.

RPI 26-50: Oregon is 3-0, Wisconsin is 1-0. Clear advantage Oregon.

RPI 51-100: Oregon is 5-1, Wisconsin is 10-0. Clear advantage Wisconsin, but not enough to materially close the gap.

Rpi 101-200: Oregon is 5-1, Wisconsin is 4-0. Edge Wisconsin.

Both are 5-0 vs. RPI 200+ teams, so no blemishes there. Overall Oregon has the clear advantage, right? Well, let’s look a little deeper. What does WAB say? I looked at their KenPom WAB’s and it appears that there is more to the story. Let’s look at the 1-25 games:

Date Opponent O-PTS Team T-PTS Location Bubble EW% WAB
01/08/17 Purdue 66 Wisconsin 55 Away 0.1728 -0.1728
11/23/16 North Carolina 71 Wisconsin 56 Neutral 0.2812 -0.2812
11/15/16 Creighton 79 Wisconsin 67 Away 0.2674 -0.2674
01/21/17 Minnesota 76 Wisconsin 78 Away 0.3516 0.6484
            Net WAB: -0.073

Not so good for Wisconsin. They’re below an average bubble team.

Date Opponent O-PTS Team T-PTS Location Bubble EW% WAB
11/15/16 Baylor 66 Oregon 49 Away 0.1463 -0.1463
02/09/17 UCLA 82 Oregon 79 Away 0.245 -0.245
02/04/17 Arizona 58 Oregon 85 Home 0.4853 0.5147
12/28/16 UCLA 87 Oregon 89 Home 0.4946 0.5054
            Net WAB: 0.6288

Solid work by Oregon. So far so good. Next up, the 25-50 games:

11/21/16 Tennessee 62 Wisconsin 74 Neutral 0.4969 0.5031
            Net WAB: 0.4301

Badgers are back over the Mendoza line. As for Oregon:

12/30/16 USC 61 Oregon 84 Home 0.715 0.285
01/19/17 California 63 Oregon 86 Home 0.6494 0.3506
11/22/16 Tennessee 65 Oregon 69 Neutral 0.4969 0.5031
Net WAB: 1.7675

Excellent work. So far Oregon is the clear choice. But that’s about to change. Let’s look at the 51-100 games:

01/03/17 Indiana 68 Wisconsin 75 Away 0.3945 0.6055
12/10/16 Marquette 84 Wisconsin 93 Away 0.3849 0.6151
01/17/17 Michigan 64 Wisconsin 68 Home 0.6285 0.3715
01/31/17 Illinois 43 Wisconsin 57 Away 0.5123 0.4877
11/22/16 Georgetown 57 Wisconsin 73 Neutral 0.5885 0.4115
02/05/17 Indiana 60 Wisconsin 65 Home 0.6627 0.3373
11/29/16 Syracuse 60 Wisconsin 77 Home 0.685 0.315
02/09/17 Nebraska 69 Wisconsin 70 Away 0.5898 0.4102
01/12/17 Ohio St. 66 Wisconsin 89 Home 0.7427 0.2573
01/24/17 Penn St. 55 Wisconsin 82 Home 0.8019 0.1981
Net WAB: 4.4393

Stupendous results, keyed by wins at Indiana and Marquette. Note that winning at Indiana or Marquette on the road is considered tougher than beating UCLA or Arizona at home. Historically the committee has struggled to properly evaluate road wins over good teams. As for Oregon:

11/21/16 Georgetown 65 Oregon 61 Neutral 0.5885 -0.5885
01/26/17 Utah 67 Oregon 73 Away 0.4219 0.5781
12/11/16 Alabama 56 Oregon 65 Home 0.7289 0.2711
11/28/16 Boise St. 63 Oregon 68 Home 0.8088 0.1912
11/17/16 Valparaiso 54 Oregon 76 Home 0.8112 0.1888
01/21/17 Stanford 52 Oregon 69 Home 0.8226 0.1774
            Net WAB: 2.5856

Nice work overall by Oregon, but their resume pales in comparison to Wisconsin’s. This is just looking at games vs. teams in the RPI top 100, and it’s a blowout. It gets worse for Oregon though. Let’s look at the games vs. the RPI 101-200:

12/03/16 Oklahoma 70 Wisconsin 90 Home 0.7765 0.2235
01/28/17 Rutgers 54 Wisconsin 61 Neutral 0.805 0.195
12/27/16 Rutgers 52 Wisconsin 72 Home 0.8776 0.1224
12/14/16 Green Bay 59 Wisconsin 73 Home 0.9151 0.0849
            Net WAB: 5.0651

It’s kind of weird seeing a home and a neutral game vs. Rutgers, but that’s just how the schedule went. Oregon wasn’t quite as lucky:

01/28/17 Colorado 74 Oregon 65 Away 0.5523 -0.5523
11/23/16 Connecticut 69 Oregon 79 Neutral 0.7152 0.2848
01/04/17 Washington 61 Oregon 83 Away 0.748 0.252
12/20/16 Fresno St. 63 Oregon 75 Home 0.8683 0.1317
02/02/17 Arizona St. 70 Oregon 71 Home 0.8815 0.1185
01/07/17 Washington St. 66 Oregon 85 Away 0.8108 0.1892
            Net WAB: 3.0095

Truthfully, that’s not that bad. It’s just not on the same level as Wisconsin. Had Oregon won at Colorado and vs. Georgetown, it would be a dead heat between the two. As is, Wisconsin’s resume is strictly better. The games against the RPI 200+ teams don’t change the overall result:

11/11/16 Central Arkansas 47 Wisconsin 79 Home 0.974 0.026
11/27/16 Prairie View A&M 50 Wisconsin 95 Home 0.9786 0.0214
12/07/16 Idaho St. 44 Wisconsin 78 Home 0.9812 0.0188
11/17/16 Chicago St. 51 Wisconsin 69 Home 0.987 0.013
12/23/16 Florida A&M 37 Wisconsin 90 Home 0.9917 0.0083
Net WAB: 5.1526

Oregon happened to play a game outside of Division 1, against Western Oregon. It doesn’t affect their overall WAB:

12/13/16 Montana 67 Oregon 81 Home 0.9266 0.0734
12/17/16 UNLV 63 Oregon 83 Semi-Home 0.9321 0.0679
11/11/16 Army 77 Oregon 91 Home 0.9583 0.0417
01/14/17 Oregon St. 43 Oregon 85 Home 0.9706 0.0294
12/03/16 Savannah St. 59 Oregon 128 Home 0.9801 0.0199
11/30/16 Western Oregon 54 Oregon 93 Home 1 0
3.2418

So, what is going on here? The simple answer is that Oregon went 8-0 at home vs. RPI top 100 teams, but 2-3 on the road or on a neutral court. Wisconsin went 5-0 at home vs. the RPI top 100 teams, and 7-3 vs. them on the road or on a neutral court. Location matters, and it’s hard to look beyond the topline record. For the record, it isn’t that the KenPom ratings favor the Big 10 over the Pac 12. These results would be the same for any other ratings system, as I showed yesterday with BPI, Sagarin, Massey, Dolphin, and Matchup Zone. If you just want to see all the games at once:

Date Opponent O-PTS Team T-PTS Location Bubble EW% WAB
01/08/17 Purdue 66 Wisconsin 55 Away 0.1728 -0.1728
11/15/16 Creighton 79 Wisconsin 67 Away 0.2674 -0.2674
11/23/16 North Carolina 71 Wisconsin 56 Neutral 0.2812 -0.2812
01/21/17 Minnesota 76 Wisconsin 78 Away 0.3516 0.6484
12/10/16 Marquette 84 Wisconsin 93 Away 0.3849 0.6151
01/03/17 Indiana 68 Wisconsin 75 Away 0.3945 0.6055
11/21/16 Tennessee 62 Wisconsin 74 Neutral 0.4969 0.5031
01/31/17 Illinois 43 Wisconsin 57 Away 0.5123 0.4877
11/22/16 Georgetown 57 Wisconsin 73 Neutral 0.5885 0.4115
02/09/17 Nebraska 69 Wisconsin 70 Away 0.5898 0.4102
01/17/17 Michigan 64 Wisconsin 68 Home 0.6285 0.3715
02/05/17 Indiana 60 Wisconsin 65 Home 0.6627 0.3373
11/29/16 Syracuse 60 Wisconsin 77 Home 0.685 0.315
01/12/17 Ohio St. 66 Wisconsin 89 Home 0.7427 0.2573
12/03/16 Oklahoma 70 Wisconsin 90 Home 0.7765 0.2235
01/24/17 Penn St. 55 Wisconsin 82 Home 0.8019 0.1981
01/28/17 Rutgers 54 Wisconsin 61 Neutral 0.805 0.195
12/27/16 Rutgers 52 Wisconsin 72 Home 0.8776 0.1224
12/14/16 Green Bay 59 Wisconsin 73 Home 0.9151 0.0849
11/11/16 Central Arkansas 47 Wisconsin 79 Home 0.974 0.026
11/27/16 Prairie View A&M 50 Wisconsin 95 Home 0.9786 0.0214
12/07/16 Idaho St. 44 Wisconsin 78 Home 0.9812 0.0188
11/17/16 Chicago St. 51 Wisconsin 69 Home 0.987 0.013
12/23/16 Florida A&M 37 Wisconsin 90 Home 0.9917 0.0083
            Net WAB: 5.1526
Date Opponent O-PTS Team T-PTS Location Bubble EW% WAB
11/15/16 Baylor 66 Oregon 49 Away 0.1463 -0.1463
02/09/17 UCLA 82 Oregon 79 Away 0.245 -0.245
01/26/17 Utah 67 Oregon 73 Away 0.4219 0.5781
02/04/17 Arizona 58 Oregon 85 Home 0.4853 0.5147
12/28/16 UCLA 87 Oregon 89 Home 0.4946 0.5054
11/22/16 Tennessee 65 Oregon 69 Neutral 0.4969 0.5031
01/28/17 Colorado 74 Oregon 65 Away 0.5523 -0.5523
11/21/16 Georgetown 65 Oregon 61 Neutral 0.5885 -0.5885
01/19/17 California 63 Oregon 86 Home 0.6494 0.3506
12/30/16 USC 61 Oregon 84 Home 0.715 0.285
11/23/16 Connecticut 69 Oregon 79 Neutral 0.7152 0.2848
12/11/16 Alabama 56 Oregon 65 Home 0.7289 0.2711
01/04/17 Washington 61 Oregon 83 Away 0.748 0.252
11/28/16 Boise St. 63 Oregon 68 Home 0.8088 0.1912
01/07/17 Washington St. 66 Oregon 85 Away 0.8108 0.1892
11/17/16 Valparaiso 54 Oregon 76 Home 0.8112 0.1888
01/21/17 Stanford 52 Oregon 69 Home 0.8226 0.1774
12/20/16 Fresno St. 63 Oregon 75 Home 0.8683 0.1317
02/02/17 Arizona St. 70 Oregon 71 Home 0.8815 0.1185
12/13/16 Montana 67 Oregon 81 Home 0.9266 0.0734
12/17/16 UNLV 63 Oregon 83 Semi-Home 0.9321 0.0679
11/11/16 Army 77 Oregon 91 Home 0.9583 0.0417
01/14/17 Oregon St. 43 Oregon 85 Home 0.9706 0.0294
12/03/16 Savannah St. 59 Oregon 128 Home 0.9801 0.0199
11/30/16 Western Oregon 54 Oregon 93 Home 1 0
            Net WAB: 3.2418

Judging resume off of the team sheets is brutally hard. I can’t fault the committee for getting it wrong, and hopefully they’ll have better information at hand next year.

Here are the full KenPom WAB’s:

WAB Rank School WAB Bubble Percentile Pythag Pythag Rank
1 Villanova 6.97 99.98% 0.9562 6
2 Baylor 6.77 99.97% 0.9507 7
3 Kansas 6.75 99.96% 0.9416 10
4 Gonzaga 5.83 99.99% 0.9766 1
5 Wisconsin 5.15 99.61% 0.9449 9
6 Florida St. 4.73 99.20% 0.9364 12
7 Louisville 4.71 99.10% 0.9663 3
8 North Carolina 4.54 98.46% 0.9361 13
9 Arizona 4.46 99.21% 0.9135 20
10 Florida 4.44 98.38% 0.9591 4
11 Virginia 4.37 98.61% 0.971 2
12 Butler 4.33 97.70% 0.9062 23
13 UCLA 4.15 98.63% 0.9105 21
14 Cincinnati 4.04 98.88% 0.9224 18
15 Creighton 3.76 97.04% 0.9005 25
16 Duke 3.54 96.84% 0.9302 15
17 Kentucky 3.53 96.25% 0.947 8
18 Purdue 3.43 95.45% 0.9405 11
19 West Virginia 3.25 95.62% 0.9572 5
20 Oregon 3.24 95.06% 0.9223 19
21 Maryland 3.24 94.84% 0.8535 35
22 Xavier 3.01 92.98% 0.8847 29
23 Notre Dame 2.79 91.51% 0.8902 28
24 Saint Mary’s 2.64 95.04% 0.923 17
25 South Carolina 2.35 87.70% 0.9105 22
26 SMU 2.26 87.55% 0.9337 14
27 USC 2.22 87.66% 0.7988 56
28 Wichita St. 1.46 78.08% 0.9263 16
29 Oklahoma St. 1.38 75.18% 0.901 24
30 Northwestern 1.30 73.75% 0.8686 30
31 TCU 1.25 73.66% 0.8613 32
32 Dayton 1.01 69.07% 0.8679 31
33 Minnesota 0.83 65.29% 0.8589 33
34 Virginia Tech 0.78 65.92% 0.7978 57
35 Iowa St. 0.71 63.96% 0.8954 26
36 Kansas St. 0.68 63.92% 0.8931 27
37 VCU 0.65 61.68% 0.8324 47
38 Middle Tennessee 0.48 58.83% 0.8215 48
39 UNC Wilmington 0.42 57.57% 0.7849 59
40 Belmont 0.41 58.22% 0.7669 64
41 Miami FL 0.41 57.97% 0.8522 37
42 California 0.40 57.56% 0.8432 41
43 Illinois St. 0.36 56.14% 0.8483 38
44 Seton Hall 0.33 56.55% 0.8134 52
45 Akron 0.33 55.94% 0.6646 105
46 Arkansas 0.31 55.66% 0.7818 60
47 Monmouth -0.16 44.74% 0.6801 99
48 New Mexico St. -0.18 43.21% 0.6986 88
49 Auburn -0.19 45.64% 0.7342 78
50 Vermont -0.21 43.63% 0.7532 68
51 Tennessee -0.29 44.23% 0.8531 36
52 Nevada -0.40 39.70% 0.7449 70
53 Wake Forest -0.43 41.49% 0.8469 39
54 Syracuse -0.47 40.30% 0.8207 50
55 Texas Tech -0.48 39.63% 0.8434 40
56 Michigan St. -0.48 40.81% 0.8019 54
57 Clemson -0.48 40.50% 0.8348 45
58 Marquette -0.53 39.31% 0.8407 43
59 Valparaiso -0.56 35.16% 0.6986 89
60 Georgia Tech -0.98 31.09% 0.7433 71
61 Indiana -1.16 27.51% 0.8352 44
62 Michigan -1.16 27.72% 0.8548 34
63 Memphis -1.28 24.70% 0.7346 77
64 Arkansas St. -1.31 22.42% 0.6665 104
65 UT Arlington -1.38 20.56% 0.738 75
66 Rhode Island -1.44 22.68% 0.8335 46
67 Houston -1.50 20.87% 0.8431 42
68 Pittsburgh -1.55 22.05% 0.7381 74
69 Ohio St. -1.62 21.00% 0.7753 62
70 East Tennessee St. -1.64 17.29% 0.7736 63
71 Alabama -1.72 19.13% 0.7874 58
72 Mississippi -1.72 19.69% 0.7382 73
73 Georgia -1.87 18.05% 0.821 49
74 Boise St. -1.90 15.10% 0.7019 87
75 Providence -1.96 16.81% 0.7795 61
76 Illinois -1.97 17.10% 0.7587 66
77 Yale -1.98 10.49% 0.6454 110
78 Princeton -2.00 11.70% 0.7327 79
79 College of Charleston -2.04 13.61% 0.7073 85
80 Utah -2.06 13.05% 0.819 51
81 Winthrop -2.11 9.09% 0.6144 117
82 UNC Asheville -2.15 10.64% 0.6556 107
83 Chattanooga -2.18 10.32% 0.7225 81
84 Florida Gulf Coast -2.22 9.11% 0.6195 114
85 Georgetown -2.33 13.72% 0.8004 55
86 Bucknell -2.36 9.28% 0.695 93
87 Iowa -2.64 9.57% 0.7361 76
88 UCF -2.68 7.70% 0.7516 69
89 Vanderbilt -2.74 10.50% 0.8128 53
90 Texas A&M -2.76 7.35% 0.7552 67
91 Georgia St. -2.76 5.20% 0.5841 127
92 San Francisco -2.78 5.65% 0.6748 100
93 North Carolina St. -2.95 6.54% 0.6832 96
94 Mississippi St. -3.09 5.66% 0.6804 98
95 Cal St. Bakersfield -3.14 2.39% 0.6525 108
96 UNC Greensboro -3.21 3.82% 0.519 165
97 La Salle -3.28 4.10% 0.6338 112
98 Furman -3.29 4.04% 0.6735 101
99 Stanford -3.31 4.56% 0.6824 97
100 St. Bonaventure -3.42 2.91% 0.6859 95
101 George Mason -3.49 3.32% 0.6192 115
102 Penn St. -3.49 4.85% 0.711 83
103 Temple -3.53 3.54% 0.6454 111
104 Oakland -3.59 1.98% 0.5996 121
105 Richmond -3.62 3.07% 0.6577 106
106 Texas Southern -3.71 1.33% 0.4308 197
107 North Carolina Central -3.74 0.65% 0.5617 136
108 Louisiana Tech -3.87 1.07% 0.6941 94
109 Harvard -3.88 0.89% 0.6022 119
110 BYU -3.89 1.90% 0.7084 84
111 New Mexico -3.91 2.40% 0.6184 116
112 Colorado -3.94 2.76% 0.728 80
113 Georgia Southern -4.06 1.25% 0.5431 147
114 North Dakota St. -4.15 1.07% 0.5526 141
115 Colorado St. -4.17 1.50% 0.6707 102
116 Rutgers -4.31 1.38% 0.5814 128
117 Texas -4.35 1.83% 0.7593 65
118 Nebraska -4.39 1.95% 0.6967 90
119 Central Michigan -4.46 0.72% 0.4723 177
120 Tulsa -4.52 1.17% 0.595 122
121 Sam Houston St. -4.53 0.26% 0.4075 206
122 Ohio -4.60 0.55% 0.6469 109
123 Davidson -4.62 0.70% 0.7033 86
124 Rice -4.65 0.33% 0.5949 123
125 Iona -4.67 0.64% 0.6126 118
126 Eastern Washington -4.68 0.45% 0.4507 184
127 Grand Canyon -4.70 0.16% 0.4293 199
128 Wyoming -4.70 0.74% 0.5483 143
129 Fort Wayne -4.84 0.31% 0.5554 139
130 Oklahoma -4.84 0.79% 0.7413 72
131 Old Dominion -4.91 0.46% 0.5526 140
132 UMBC -5.01 0.15% 0.4426 190
133 Northern Kentucky -5.02 0.25% 0.5409 148
134 UAB -5.04 0.29% 0.5439 146
135 San Diego St. -5.05 0.36% 0.7224 82
136 Fresno St. -5.14 0.35% 0.6017 120
137 Wright St. -5.16 0.32% 0.4698 178
138 Connecticut -5.17 0.35% 0.6955 92
139 Weber St. -5.26 0.10% 0.5318 155
140 William & Mary -5.28 0.22% 0.568 133
141 St. John’s -5.29 0.52% 0.6966 91
142 New Orleans -5.40 0.05% 0.4352 192
143 Towson -5.42 0.33% 0.5584 138
144 Tennessee Martin -5.42 0.15% 0.4501 185
145 South Dakota -5.44 0.22% 0.5453 144
146 North Dakota -5.47 0.05% 0.4237 202
147 Tennessee St. -5.49 0.13% 0.5313 157
148 Lehigh -5.54 0.19% 0.6306 113
149 George Washington -5.56 0.32% 0.5323 154
150 Loyola Chicago -5.57 0.21% 0.6683 103
151 Samford -5.57 0.09% 0.5268 158
152 Denver -5.58 0.14% 0.5632 134
153 Northern Iowa -5.60 0.26% 0.5622 135
154 Green Bay -5.62 0.10% 0.4804 174
155 Arizona St. -5.70 0.22% 0.5723 130
156 San Jose St. -5.71 0.10% 0.4488 186
157 Texas A&M Corpus Chris -5.72 0.01% 0.3415 237
158 Louisiana Lafayette -5.75 0.10% 0.5368 149
159 LSU -5.84 0.25% 0.5238 163
160 Marshall -6.09 0.05% 0.5155 166
161 Washington St. -6.12 0.11% 0.4351 193
162 UC Davis -6.13 0.02% 0.385 212
163 Northeastern -6.16 0.12% 0.5855 126
164 Missouri St. -6.18 0.08% 0.5935 124
165 Elon -6.23 0.07% 0.5692 131
166 Southern Illinois -6.27 0.05% 0.5217 164
167 Liberty -6.38 0.02% 0.447 187
168 Albany -6.49 0.02% 0.559 137
169 Canisius -6.51 0.05% 0.4818 173
170 Texas St. -6.54 0.01% 0.3893 210
171 Lipscomb -6.55 0.03% 0.5244 162
172 Stony Brook -6.58 0.02% 0.4328 194
173 East Carolina -6.60 0.02% 0.3901 209
174 Santa Clara -6.64 0.03% 0.5334 152
175 Saint Joseph’s -6.68 0.05% 0.5451 145
176 Ball St. -6.69 0.01% 0.4458 189
177 New Hampshire -6.69 0.01% 0.4834 172
178 Massachusetts -6.70 0.04% 0.5783 129
179 Nebraska Omaha -6.82 0.02% 0.4265 200
180 Loyola MD -6.92 0.01% 0.3519 230
181 UC Irvine -6.93 0.01% 0.4971 169
182 Northern Illinois -6.95 0.01% 0.4297 198
183 Buffalo -6.98 0.01% 0.5896 125
184 Boston University -7.00 0.01% 0.486 170
185 Lamar -7.01 0.00% 0.3586 222
186 Columbia -7.02 0.00% 0.3533 227
187 Jacksonville St. -7.13 0.01% 0.454 182
188 Mount St. Mary’s -7.15 0.01% 0.3606 221
189 USC Upstate -7.18 0.00% 0.3715 215
190 Eastern Michigan -7.19 0.01% 0.5497 142
191 Loyola Marymount -7.29 0.01% 0.5028 167
192 High Point -7.38 0.00% 0.3026 253
193 Penn -7.40 0.00% 0.4466 188
194 Wofford -7.45 0.01% 0.5368 150
195 Gardner Webb -7.48 0.00% 0.3962 208
196 Charlotte -7.50 0.00% 0.3525 228
197 Idaho -7.54 0.00% 0.3876 211
198 Stephen F. Austin -7.61 0.00% 0.3149 247
199 Western Kentucky -7.63 0.00% 0.348 232
200 Portland St. -7.65 0.00% 0.349 231
201 Toledo -7.65 0.01% 0.5313 156
202 Alcorn St. -7.65 0.00% 0.1997 305
203 Morehead St. -7.65 0.00% 0.4688 180
204 Boston College -7.66 0.01% 0.5332 153
205 Washington -7.67 0.00% 0.5265 159
206 Houston Baptist -7.69 0.00% 0.3436 234
207 Kent St. -7.73 0.00% 0.5249 161
208 Saint Peter’s -7.81 0.00% 0.5688 132
209 Navy -7.83 0.00% 0.4803 175
210 Fairfield -7.87 0.00% 0.4326 195
211 Seattle -7.90 0.00% 0.2875 261
212 Utah St. -7.90 0.00% 0.5027 168
213 Coastal Carolina -7.92 0.00% 0.4223 203
214 Little Rock -7.95 0.00% 0.3399 238
215 UMKC -7.98 0.00% 0.3292 243
216 Brown -7.99 0.00% 0.3236 245
217 Long Beach St. -8.07 0.00% 0.3364 240
218 Hawaii -8.17 0.00% 0.2657 267
219 Evansville -8.20 0.00% 0.5257 160
220 San Diego -8.24 0.00% 0.3075 251
221 LIU Brooklyn -8.28 0.00% 0.2641 268
222 Troy -8.31 0.00% 0.4843 171
223 Wagner -8.46 0.00% 0.3329 241
224 Rider -8.60 0.00% 0.3659 217
225 South Alabama -8.64 0.00% 0.3769 213
226 DePaul -8.71 0.00% 0.4696 179
227 Nicholls St. -8.76 0.00% 0.1873 312
228 Mercer -8.76 0.00% 0.5349 151
229 Norfolk St. -8.77 0.00% 0.1999 304
230 Utah Valley -8.82 0.00% 0.3634 218
231 IUPUI -8.83 0.00% 0.4323 196
232 Holy Cross -8.84 0.00% 0.3567 223
233 Siena -8.86 0.00% 0.4724 176
234 Montana -8.87 0.00% 0.4409 191
235 Illinois Chicago -8.99 0.00% 0.354 226
236 Fordham -9.01 0.00% 0.3685 216
237 Southeastern Louisiana -9.03 0.00% 0.3545 225
238 Bowling Green -9.08 0.00% 0.3108 249
239 Fairleigh Dickinson -9.15 0.00% 0.2912 259
240 Murray St. -9.21 0.00% 0.463 181
241 UNLV -9.24 0.00% 0.3549 224
242 Portland -9.37 0.00% 0.2692 266
243 Duquesne -9.43 0.00% 0.3523 229
244 Morgan St. -9.50 0.00% 0.1526 324
245 Indiana St. -9.50 0.00% 0.4138 205
246 Cal St. Northridge -9.52 0.00% 0.2904 260
247 Hofstra -9.58 0.00% 0.4237 201
248 Jacksonville -9.60 0.00% 0.2581 273
249 Radford -9.68 0.00% 0.2397 283
250 UTSA -9.72 0.00% 0.2416 281
251 Western Michigan -9.73 0.00% 0.4194 204
252 Savannah St. -9.78 0.00% 0.1682 318
253 St. Francis PA -9.93 0.00% 0.303 252
254 Southern -9.95 0.00% 0.1827 313
255 Incarnate Word -9.97 0.00% 0.1999 303
256 Campbell -10.03 0.00% 0.1929 308
257 Missouri -10.14 0.00% 0.4511 183
258 Northwestern St. -10.15 0.00% 0.2104 294
259 Hampton -10.15 0.00% 0.1673 319
260 South Carolina St. -10.19 0.00% 0.0992 336
261 Cal St. Fullerton -10.20 0.00% 0.2152 292
262 Eastern Illinois -10.21 0.00% 0.3625 220
263 Air Force -10.21 0.00% 0.4006 207
264 South Dakota St. -10.26 0.00% 0.3742 214
265 Saint Louis -10.29 0.00% 0.2103 295
266 Kennesaw St. -10.44 0.00% 0.3094 250
267 Abilene Christian -10.45 0.00% 0.2179 289
268 Quinnipiac -10.48 0.00% 0.2829 262
269 Prairie View A&M -10.54 0.00% 0.1787 315
270 Northern Colorado -10.75 0.00% 0.2558 277
271 North Florida -10.85 0.00% 0.2958 258
272 Pacific -10.85 0.00% 0.299 257
273 Florida Atlantic -10.87 0.00% 0.2788 264
274 Pepperdine -10.90 0.00% 0.2583 272
275 UC Riverside -10.91 0.00% 0.2035 302
276 Montana St. -10.92 0.00% 0.3394 239
277 Bradley -10.94 0.00% 0.3006 255
278 Southeast Missouri St. -10.99 0.00% 0.3327 242
279 Sacramento St. -11.03 0.00% 0.1935 307
280 Appalachian St. -11.10 0.00% 0.3131 248
281 Grambling St. -11.11 0.00% 0.0991 337
282 Western Illinois -11.14 0.00% 0.1976 306
283 Maryland Eastern Shore -11.20 0.00% 0.2051 301
284 South Florida -11.21 0.00% 0.2092 297
285 Binghamton -11.22 0.00% 0.2136 293
286 UTEP -11.36 0.00% 0.3006 256
287 Eastern Kentucky -11.37 0.00% 0.2296 286
288 Delaware -11.42 0.00% 0.2069 299
289 Cornell -11.57 0.00% 0.2807 263
290 Western Carolina -11.59 0.00% 0.1498 325
291 Jackson St. -11.73 0.00% 0.1302 328
292 The Citadel -11.76 0.00% 0.2397 282
293 VMI -11.83 0.00% 0.1556 323
294 Miami OH -11.93 0.00% 0.2155 291
295 McNeese St. -11.98 0.00% 0.1734 316
296 Charleston Southern -12.02 0.00% 0.1882 311
297 Sacred Heart -12.14 0.00% 0.1825 314
298 Manhattan -12.15 0.00% 0.2432 280
299 Army -12.21 0.00% 0.3024 254
300 Louisiana Monroe -12.30 0.00% 0.271 265
301 Cleveland St. -12.33 0.00% 0.344 233
302 Robert Morris -12.38 0.00% 0.2505 278
303 Youngstown St. -12.40 0.00% 0.2076 298
304 UMass Lowell -12.45 0.00% 0.2566 276
305 Dartmouth -12.45 0.00% 0.1919 309
306 Drexel -12.45 0.00% 0.3626 219
307 NJIT -12.45 0.00% 0.2608 271
308 North Texas -12.48 0.00% 0.2069 300
309 Drake -12.59 0.00% 0.3436 235
310 Tennessee Tech -12.61 0.00% 0.2463 279
311 UT Rio Grande Valley -12.63 0.00% 0.2178 290
312 Central Arkansas -12.66 0.00% 0.2099 296
313 Austin Peay -12.73 0.00% 0.2357 284
314 Alabama St. -13.02 0.00% 0.0917 340
315 Colgate -13.06 0.00% 0.2617 270
316 Oral Roberts -13.12 0.00% 0.3248 244
317 Southern Miss -13.13 0.00% 0.123 330
318 Tulane -13.21 0.00% 0.2627 269
319 Cal Poly -13.40 0.00% 0.1902 310
320 Lafayette -13.44 0.00% 0.1126 333
321 Idaho St. -13.45 0.00% 0.16 321
322 Bryant -13.46 0.00% 0.2569 275
323 Milwaukee -13.64 0.00% 0.257 274
324 Niagara -13.65 0.00% 0.3203 246
325 Delaware St. -13.82 0.00% 0.1054 335
326 Stetson -13.84 0.00% 0.1581 322
327 Detroit -14.07 0.00% 0.2247 288
328 Mississippi Valley St. -14.07 0.00% 0.0827 341
329 Howard -14.12 0.00% 0.0708 347
330 James Madison -14.32 0.00% 0.3425 236
331 Longwood -14.44 0.00% 0.0544 348
332 Marist -14.45 0.00% 0.171 317
333 Chicago St. -14.46 0.00% 0.1158 332
334 UC Santa Barbara -14.48 0.00% 0.1058 334
335 Oregon St. -14.50 0.00% 0.2317 285
336 American -14.50 0.00% 0.164 320
337 Florida A&M -14.81 0.00% 0.0766 343
338 Northern Arizona -15.25 0.00% 0.1474 326
339 Hartford -15.38 0.00% 0.1284 329
340 Coppin St. -15.53 0.00% 0.0712 346
341 Bethune Cookman -15.53 0.00% 0.0771 342
342 Presbyterian -15.53 0.00% 0.0437 350
343 FIU -15.62 0.00% 0.2256 287
344 Arkansas Pine Bluff -15.74 0.00% 0.0753 344
345 Central Connecticut -16.20 0.00% 0.0979 338
346 Maine -16.31 0.00% 0.0958 339
347 SIU Edwardsville -16.83 0.00% 0.1422 327
348 Southern Utah -17.98 0.00% 0.1163 331
349 St. Francis NY -18.35 0.00% 0.0743 345
350 Alabama A&M -18.64 0.00% 0.0269 351
351 North Carolina A&T -18.88 0.00% 0.0516 349
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