Bracket Math

Updated July 17th

By: Luke Benz

The below is a complete table of the metrics used for YUSAG Bracketology.

  • YUSAG Coefficient: Model coefficients for NCAA Hoops prediction model, used in our power rankings. More on model methodology can be found here
  • RPI: NCAA Rating Percentage Index. RPI is a stupid, outdated way to select tournament teams, yet the NCAA uses it anyway. Did we mention it's stupid? Note that the RPI we use is a projected end of season RPI that updates throughout the course of the season.
  • Strength of Record (SOR): We calculate strength of record by computing the difference in a team's win total and the number of wins we would expect the 25th ranked team (per YUSAG Coefficient) to earn against a given team's schedule. We use projected end of season win total (which updates with each new game outcome) when computing Strength of Record to avoid one strange result skewing this metric
  • Resume Rank: Using our power rankings, we compute each team's record against the four tiers recently added to the NCAA Tournament selection committee's "Win Sheets". These records are then combined to create a quality of resume metric. The current formula for quality of resume can be seen below.
  • Wins Above Bubble (WAB): The difference in the number of wins a team has compared to the expected number of wins an average "bubble" team would earn against a given teams' schedule. We compute WAB by computing a team's win expected win difference against each of the at-large teams ranked 32-40 by YUSAG coefficient and averaging these differences

The current "blend" formula can be seen below. It may be revised during the season.

The code used for this project can be found on Luke Benz's GitHub and the methodology for this project can be found here.

NOTE: The 2017-18 schedule has yet to be released. The numbers below are the result of using 2017-18 pre-season rankings on the 2016-17, and as a result are fairly worthless. They were computed in order to test out the above metrics and to build YUSAG Bracketology. We'll update the table as soon as the entire 2017-18 schedule is released on the NCAA's official website. Only D1 games are considered for the purpose of these rankings

To sort a table by a specific column, simply click the column name.

Tourney Rank Team Conference YUSAG Coefficient YUSAG Rank RPI RPI Rank SOR SOR Rank Resume Score Resume Rank WAB WAB Rank Blend
1 Kansas Big 12 28.50 2 0.6483 2 7.5 1 63 4 12.02 1 1.90
2 Villanova Big East 27.83 7 0.6516 1 4.9 3 71 1 9.48 3 2.70
3 North Carolina ACC 29.82 1 0.6403 4 3.2 6 60 6 7.55 5 4.45
4 Kentucky SEC 28.26 4 0.6355 7 3.7 4 52 11 7.93 4 5.95
5 Louisville ACC 26.94 9 0.6450 3 2.4 8 50 13 6.76 6 7.00
6 Baylor Big 12 21.60 26 0.6365 6 5.2 2 55 9 9.69 2 7.85
7 Gonzaga WCC 27.85 6 0.6269 10 3.0 7 70 2 5.23 15 8.60
8 Florida SEC 28.37 3 0.6371 5 2.1 11 43 23 6.71 7 9.00
9 Oregon Pac 12 27.48 8 0.6331 9 1.9 12 51 12 5.81 11 10.30
10 UCLA Pac 12 24.99 12 0.6089 19 3.4 5 69 3 6.61 8 10.55
11 Arizona Pac 12 23.45 18 0.6340 8 2.3 10 47 16 5.76 12 11.90
12 Florida St. ACC 22.95 20 0.6265 11 1.5 14 57 7 5.45 14 12.95
13 Butler Big East 21.76 25 0.6242 12 1.3 15 61 5 5.89 10 13.10
14 Duke ACC 26.33 10 0.6241 13 1.8 13 47 17 5.56 13 13.15
15 West Virginia Big 12 27.86 5 0.5945 26 2.3 9 39 30 6.4 9 16.65
16 Virginia ACC 24.16 13 0.6134 17 0.6 20 46 18 4.81 17 17.15
17 Purdue Big 10 23.99 15 0.6032 20 0.8 17 49 14 4.76 18 17.35
18 SMU AAC 23.61 16 0.6139 15 0.7 19 48 15 3.91 22 17.35
19 Cincinnati AAC 22.90 21 0.6234 14 0.9 16 40 28 3.71 23 19.35
20 Saint Mary's (CA) WCC 19.34 28 0.6135 16 0.1 22 56 8 1.98 32 21.00
21 Notre Dame ACC 20.03 27 0.5975 22 0.7 18 44 20 4.63 19 21.05
22 Iowa St. Big 12 25.69 11 0.5856 33 0.6 21 36 39 5.02 16 24.80
23 Wichita St. AAC 23.55 17 0.5832 40 -0.7 26 53 10 1.81 34 28.05
24 Maryland Big 10 16.30 47 0.5912 28 -0.6 25 42 24 3.51 24 28.85
25 Creighton Big East 21.81 24 0.5850 35 -0.9 29 40 29 3.16 26 29.45
26 Minnesota Big 10 17.36 42 0.6095 18 -0.8 28 31 50 3.16 25 29.80
27 Wisconsin Big 10 23.20 19 0.5730 48 -0.1 24 40 27 4.03 21 30.30
28 Arkansas SEC 17.91 36 0.5889 31 -0.7 27 27 61 2.89 27 34.65
29 Miami (FL) ACC 18.60 32 0.5834 39 -1.1 31 35 40 2.47 30 34.70
30 Oklahoma St. Big 12 22.83 22 0.5828 41 0.1 23 24 72 4.48 20 35.00
31 Dayton A-10 15.82 53 0.5965 24 -2.8 41 44 21 0.07 43 35.10
32 South Carolina SEC 22.17 23 0.5821 42 -2.0 34 30 52 2.12 31 36.85
33 Virginia Tech ACC 16.53 45 0.5736 47 -0.9 30 38 32 2.7 28 37.25
34 Seton Hall Big East 15.85 52 0.5724 50 -1.6 32 45 19 2.47 29 37.85
35 Southern California Pac 12 16.08 50 0.5798 43 -1.7 33 38 33 1.35 36 39.15
36 Wake Forest ACC 18.07 34 0.5845 37 -3.1 44 34 43 0.69 41 39.65
37 Middle Tenn. C-USA 14.77 64 0.5906 30 -2.1 35 39 31 -0.17 48 39.85
38 VCU A-10 16.83 44 0.5973 23 -3.9 52 37 38 -1.13 54 40.40
39 UNCW CAA 12.99 72 0.6017 21 -3.3 46 41 26 -1.54 59 42.00
40 Illinois St. MVC 15.07 61 0.5907 29 -2.2 38 28 59 -0.16 47 43.70
41 Michigan Big 10 24.00 14 0.5688 52 -3.1 43 26 64 1.11 39 43.70
42 Monmouth MAAC 8.10 100 0.5946 25 -2.2 39 44 22 -0.72 51 43.80
43 Marquette Big East 18.69 31 0.5624 62 -2.9 42 35 41 1.26 37 45.20
44 Vermont Am. East 9.51 86 0.5864 32 -2.7 40 41 25 -1.23 56 45.45
45 Northwestern Big 10 15.63 55 0.5701 51 -2.2 37 30 53 1.79 35 45.90
46 Xavier Big East 19.29 29 0.5837 38 -3.3 47 19 89 1.23 38 46.10
47 Nevada MWC 16.90 43 0.5846 36 -3.8 51 33 46 -1.6 61 46.55
48 Kansas St. Big 12 17.39 41 0.5528 69 -2.2 36 29 57 1.86 33 49.20
49 Michigan St. Big 10 17.44 39 0.5685 53 -3.8 49 23 75 0.49 42 51.20
50 Providence Big East 15.17 59 0.5644 60 -3.2 45 30 54 0.82 40 51.95
51 Princeton Ivy 10.88 77 0.5854 34 -4.3 57 38 34 -2.72 74 53.05
52 UT Arlington Sunbelt 9.58 85 0.5940 27 -4.5 58 26 68 -2.63 71 56.85
53 Houston AAC 16.20 48 0.5728 49 -4.5 60 24 73 -1.73 64 57.65
54 Syracuse ACC 17.84 37 0.5440 79 -4.8 65 33 45 -1.02 53 59.60
55 Rhode Island A-10 15.27 57 0.5790 44 -5.2 70 26 67 -2.49 70 59.80
56 Georgia SEC 14.87 63 0.5639 61 -4.1 55 20 84 0.03 45 60.35
57 California Pac 12 15.56 56 0.5660 57 -4.6 61 22 78 -1.28 57 60.80
58 Vanderbilt SEC 17.65 38 0.5755 46 -5.0 67 11 122 -0.51 49 61.00
59 Belmont OVC 8.76 91 0.5764 45 -3.8 50 25 71 -2.39 69 61.60
60 Clemson ACC 17.39 40 0.5507 74 -4.8 64 20 85 -0.51 50 63.75
61 Indiana Big 10 18.26 33 0.5431 83 -5.1 68 26 66 -1.22 55 64.35
62 New Mexico St. WAC 8.54 92 0.5653 59 -4.1 54 32 48 -2.95 75 64.50
63 TCU Big 12 19.26 30 0.54 94 -4.0 53 14 104 -0.07 46 68.10
64 Utah Pac 12 16.34 46 0.5439 81 -4.5 59 20 87 -1.64 63 68.65
65 FGCU A-Sun 6.82 109 0.5603 64 -4.6 62 38 36 -3.41 79 69.15
66 Ole Miss SEC 14.03 69 0.5429 85 -4.9 66 26 65 -0.95 52 69.20
67 Illinois Big 10 15.09 60 0.5540 67 -5.7 75 20 86 -1.62 62 69.40
68 Bucknell Patriot 8.42 94 0.5668 56 -5.8 78 38 37 -4.22 89 69.85
69 ETSU Southern 9.90 82 0.5672 55 -5.4 71 24 74 -3.7 84 70.90
70 Valparaiso MVC 8.28 96 0.5538 68 -5.2 69 35 42 -3.64 82 71.30
71 Col. of Charleston CAA 6.73 110 0.5677 54 -5.6 73 30 55 -3.66 83 72.15
72 Winthrop Big South 3.98 142 0.5617 63 -4.3 56 38 35 -3.17 78 72.25
73 Texas Tech Big 12 17.92 35 0.5195 134 -3.7 48 25 70 0.05 44 74.35
74 Iowa Big 10 13.60 70 0.5445 78 -5.5 72 16 98 -1.53 58 74.60
75 Akron MAC 6.99 107 0.5658 58 -4.8 63 17 95 -3.43 80 76.30
76 BYU WCC 9.81 83 0.5522 70 -6.3 84 27 63 -4.0 88 77.30
77 UCF AAC 14.66 65 0.5430 84 -5.8 79 21 83 -3.12 77 78.60
78 CSU Bakersfield WAC 6.97 108 0.5574 66 -5.9 81 29 58 -4.62 94 79.70
79 Tennessee SEC 15.81 54 0.5396 95 -5.6 74 13 111 -1.59 60 80.05
80 Georgia Tech ACC 11.43 75 0.5307 106 -5.7 77 27 62 -1.79 65 80.75
81 Ohio St. Big 10 14.32 67 0.5419 89 -6.6 88 21 82 -2.64 73 81.25
82 Texas A&M SEC 14.46 66 0.5348 100 -5.7 76 16 99 -2.11 67 83.35
83 Alabama SEC 16.14 49 0.5254 116 -6.4 85 21 81 -2.63 72 85.70
84 Boise St. MWC 9.43 87 0.5512 73 -6.8 90 14 105 -4.55 93 87.30
85 Colorado St. MWC 8.44 93 0.5519 71 -7.2 95 17 96 -4.66 96 87.85
86 UNC Asheville Big South 4.49 136 0.5581 65 -6.6 89 26 69 -5.28 101 88.25
87 Pittsburgh ACC 12.27 73 0.5488 75 -6.5 86 -1 167 -2.37 68 89.30
88 UNCG Southern 2.46 168 0.5440 80 -6.1 83 34 44 -4.49 92 90.80
89 Oakland Horizon 7.72 104 0.5334 103 -6.5 87 30 56 -5.2 99 92.10
90 Fresno St. MWC 7.02 106 0.5434 82 -7.7 100 18 91 -5.46 103 94.75
91 Louisiana Tech C-USA 7.99 102 0.5262 114 -7.0 92 32 49 -5.52 105 96.25
92 Auburn SEC 13.01 71 0.5225 124 -5.8 80 9 130 -1.8 66 96.55
93 Memphis AAC 10.10 81 0.5217 126 -6.9 91 23 76 -3.72 85 96.55
94 Grand Canyon WAC 3.60 147 0.5286 111 -6.1 82 33 47 -4.7 97 98.20
95 Georgetown Big East 15.19 58 0.5288 110 -7.9 102 5 145 -3.58 81 100.05
96 Stanford Pac 12 10.61 78 0.5336 102 -7.9 101 9 131 -4.23 90 100.15
97 Colorado Pac 12 14.16 68 0.5194 135 -7.2 94 19 90 -3.82 86 100.20
98 St. Bonaventure A-10 8.41 95 0.5334 104 -8.2 108 17 97 -6.15 110 103.60
99 Richmond A-10 8.18 99 0.5371 98 -8.1 106 11 123 -5.48 104 104.70
100 San Francisco WCC 6.35 114 0.5331 105 -8.4 111 23 77 -6.3 113 104.95
101 New Mexico MWC 5.57 122 0.5456 76 -9.4 128 15 102 -6.52 118 105.60
102 North Carolina St. ACC 8.06 101 0.52 132 -7.6 98 16 100 -3.9 87 106.75
103 Harvard Ivy 5.98 119 0.5246 119 -7.6 99 16 101 -6.14 109 110.30
104 South Dakota Summit 3.91 144 0.5410 92 -8.1 105 13 112 -6.78 121 111.20
105 Texas Southern SWAC -2.52 237 0.5413 90 -7.1 93 28 60 -5.59 106 111.35
106 Arkansas St. Sunbelt 4.65 134 0.5419 87 -8.7 115 11 124 -6.8 122 112.20
107 Northern Ky. Horizon 2.66 166 0.5411 91 -8.1 107 18 92 -6.9 124 112.20
108 Lehigh Patriot 7.41 105 0.5391 96 -9.5 133 18 93 -8.12 141 113.30
109 Nebraska Big 10 10.39 79 0.5306 107 -8.8 118 -6 190 -4.44 91 114.25
110 Louisiana Sunbelt 4.52 135 0.5450 77 -9.4 131 12 118 -7.9 136 114.45
111 Penn St. Big 10 9.43 88 0.5253 117 -8.6 114 -1 168 -4.66 95 115.30
112 Furman Southern 4.90 132 0.5424 86 -9.1 123 11 125 -7.57 133 115.55
113 Yale Ivy 5.02 129 0.5217 127 -8.0 103 14 106 -6.45 117 117.35
114 Towson CAA 5.38 125 0.5516 72 -10.1 147 7 140 -8.17 142 119.15
115 Iona MAAC 6.39 113 0.5405 93 -9.9 143 13 114 -8.35 146 119.75
116 Ohio MAC 6.51 112 0.5245 120 -8.9 120 12 117 -7.49 132 120.75
117 Georgia St. Sunbelt 5.17 127 0.5346 101 -8.9 119 5 147 -7.22 128 120.80
118 Temple AAC 8.27 97 0.5163 142 -8.8 117 3 151 -5.85 108 124.80
119 Old Dominion C-USA 5.46 124 0.5185 136 -8.5 113 8 132 -6.65 120 125.80
120 George Washington A-10 3.86 145 0.5249 118 -9.3 127 7 138 -6.42 116 126.45
121 Oklahoma Big 12 15.02 62 0.4944 186 -7.5 97 -4 180 -3.1 76 126.70
122 UConn AAC 11.07 76 0.5168 140 -9.1 122 -5 186 -5.77 107 127.10
123 San Diego St. MWC 11.46 74 0.5201 131 -10.0 145 6 142 -7.73 134 127.50
124 Mississippi St. SEC 10.22 80 0.5019 172 -8.8 116 6 141 -5.09 98 127.55
125 Eastern Wash. Big Sky -0.02 202 0.5181 137 -8.0 104 22 79 -6.54 119 127.85
126 North Dakota St. Summit 1.77 182 0.5419 88 -9.3 126 2 155 -7.87 135 129.15
127 Tulsa AAC 4.91 131 0.5245 121 -9.4 129 -2 169 -6.16 111 129.30
128 Rice C-USA 3.00 158 0.5104 155 -8.5 112 22 80 -7.1 126 129.80
129 Davidson A-10 9.30 90 0.5210 129 -9.7 137 -2 170 -7.2 127 130.50
130 George Mason A-10 4.38 139 0.5216 128 -9.4 130 7 139 -6.96 125 131.10
131 St. John's (NY) Big East 9.81 84 0.5050 166 -9.6 134 5 146 -5.29 102 131.50
132 A&M-Corpus Chris Southland 0.00 200 0.5228 123 -8.3 110 13 113 -7.34 129 131.65
133 Saint Peter's MAAC 4.93 130 0.5306 108 -10.3 151 11 127 -8.99 158 132.75
134 New Hampshire Am. East -0.31 207 0.5259 115 -9.1 124 15 103 -7.94 137 133.20
135 William & Mary CAA 3.76 146 0.5385 97 -10.0 144 -2 172 -8.25 144 134.40
136 Fort Wayne Summit 3.17 153 0.5121 150 -8.9 121 12 116 -7.47 131 135.75
137 Wright St. Horizon 1.68 183 0.5306 109 -9.7 138 8 133 -8.22 143 136.30
138 Chattanooga Southern 4.46 137 0.5243 122 -9.5 132 -2 171 -7.95 138 136.80
139 Arizona St. Pac 12 8.20 98 0.5053 165 -9.7 136 2 154 -6.16 112 136.90
140 Albany (NY) Am. East 2.83 163 0.5196 133 -9.9 141 18 94 -8.61 154 137.45
141 N.C. Central MEAC 2.27 174 0.4829 207 -7.2 96 31 51 -6.41 115 138.05
142 North Dakota Big Sky 2.84 162 0.5101 157 -8.2 109 10 128 -7.38 130 138.40
143 UC Irvine Big West 4.42 138 0.5175 138 -10.3 149 14 107 -8.58 153 138.55
144 Ga. Southern Sunbelt 0.12 198 0.5355 99 -11.5 173 14 110 -9.85 171 144.70
145 Wyoming MWC 5.98 120 0.5102 156 -10.8 155 10 129 -8.56 152 145.55
146 UT Martin OVC -0.22 205 0.5121 151 -9.9 142 20 88 -8.49 150 147.65
147 Texas Big 12 15.98 51 0.4876 199 -9.8 139 -13 218 -5.25 100 147.85
148 Rutgers Big 10 6.73 111 0.4855 202 -10.2 148 7 137 -6.32 114 150.20
149 Santa Clara WCC 6.10 118 0.5101 158 -11.0 159 5 148 -8.76 156 150.30
150 Omaha Summit 2.75 165 0.5220 125 -10.3 150 -5 187 -8.54 151 150.50
151 La Salle A-10 4.77 133 0.5149 143 -10.9 158 -4 181 -8.45 148 151.20
152 Ball St. MAC 3.49 149 0.4976 180 -9.7 135 11 126 -8.27 145 151.25
153 Marshall C-USA 3.46 150 0.5131 145 -11.5 175 8 134 -9.57 166 154.30
154 Green Bay Horizon 1.39 187 0.5136 144 -10.1 146 1 157 -8.68 155 155.00
155 Buffalo MAC 5.34 126 0.5166 141 -11.4 170 -6 192 -9.43 164 156.80
156 Elon CAA 3.03 157 0.5130 146 -11.8 183 12 120 -10.0 176 157.15
157 Mt. St. Mary's NEC -0.60 209 0.5130 147 -11.1 164 14 108 -9.53 165 157.45
158 New Orleans Southland -1.21 220 0.5096 159 -9.2 125 -3 175 -8.03 139 159.75
159 UMBC Am. East -0.91 214 0.5124 149 -10.9 157 12 119 -9.71 169 159.85
160 Lipscomb A-Sun 2.22 176 0.5042 167 -11.2 166 14 109 -9.82 170 160.05
161 Tennessee St. OVC 3.00 159 0.5126 148 -10.6 154 -7 194 -9.08 160 160.15
162 Houston Baptist Southland -3.28 247 0.5205 130 -9.9 140 -3 176 -8.48 149 160.25
163 Washington St. Pac 12 2.36 171 0.5009 175 -10.4 152 -6 191 -6.81 123 161.80
164 Loyola Chicago MVC 9.32 89 0.4888 197 -11.4 172 0 161 -9.42 163 163.60
165 Stony Brook Am. East -1.17 219 0.5119 153 -10.9 156 5 149 -9.67 167 165.70
166 Southern Ill. MVC 3.33 152 0.5120 152 -11.6 176 -11 209 -8.98 157 166.35
167 Samford Southern 2.87 161 0.5087 160 -11.7 180 5 150 -10.2 183 167.25
168 Northeastern CAA 3.46 151 0.5276 112 -13.9 216 -3 179 -11.72 208 167.90
169 Loyola Marymount WCC 1.55 185 0.5014 173 -11.2 168 2 156 -9.01 159 168.45
170 Siena MAAC 1.87 181 0.5272 113 -13.9 218 8 136 -12.36 222 169.45
171 Liberty Big South -2.32 234 0.5083 161 -11.4 171 13 115 -10.05 179 170.65
172 Jacksonville St. OVC 1.88 180 0.5169 139 -12.1 186 -3 178 -10.42 191 170.80
173 Boston U. Patriot 1.33 189 0.5080 162 -11.5 174 0 162 -10.04 177 171.45
174 Texas St. Sunbelt 0.32 197 0.4977 179 -11.1 165 6 143 -10.04 178 173.30
175 Weber St. Big Sky 2.80 164 0.5002 177 -11.1 161 -6 193 -9.98 175 173.85
176 Gardner-Webb Big South 0.07 199 0.4974 182 -11.7 179 12 121 -10.14 181 174.60
177 Toledo MAC 5.51 123 0.5075 163 -13.3 205 -4 183 -11.5 201 176.00
178 Sam Houston St. Southland -4.42 265 0.5030 170 -10.5 153 3 152 -9.4 162 176.55
179 Kent St. MAC 3.93 143 0.4949 185 -11.6 178 -5 188 -10.12 180 176.75
180 UNI MVC 3.08 155 0.4935 190 -11.2 167 -16 229 -8.43 147 177.40
181 Western Mich. MAC 1.45 186 0.5039 168 -12.2 188 1 159 -10.39 190 177.75
182 UC Davis Big West -1.86 228 0.4915 193 -11.0 160 8 135 -9.98 174 179.15
183 Penn Ivy 3.09 154 0.4933 191 -11.6 177 -8 197 -9.87 172 179.75
184 Troy Sunbelt 2.23 175 0.5028 171 -12.6 194 1 160 -11.09 197 179.75
185 LSU SEC 5.07 128 0.4862 201 -12.5 192 -18 235 -8.1 140 181.15
186 UMKC WAC -1.25 221 0.5011 174 -11.8 182 -3 177 -10.3 187 185.70
187 Evansville MVC 2.92 160 0.4913 194 -13.1 201 0 164 -10.6 195 186.00
188 Missouri St. MVC 5.97 121 0.4726 222 -12.6 193 -4 182 -10.26 186 187.85
189 Fairfield MAAC -1.37 222 0.5035 169 -13.0 199 3 153 -11.69 206 187.95
190 Canisius MAAC 0.46 195 0.5116 154 -13.1 202 -12 214 -11.71 207 189.35
191 SFA Southland -1.77 226 0.4935 189 -11.1 162 -10 205 -10.14 182 190.15
192 Denver Summit -0.01 201 0.4950 184 -11.9 185 -8 198 -10.69 196 191.25
193 East Carolina AAC 2.35 172 0.4626 239 -11.8 184 -2 173 -9.28 161 192.45
194 Idaho Big Sky -2.35 235 0.4828 208 -11.3 169 1 158 -10.39 189 192.95
195 Utah Valley WAC 3.08 156 0.4848 203 -12.9 196 -9 202 -11.47 200 193.80
196 UAB C-USA 2.36 170 0.4794 212 -12.2 187 -10 206 -10.24 184 194.20
197 Eastern Mich. MAC 4.24 141 0.5006 176 -13.7 211 -21 247 -11.87 212 195.60
198 Utah St. MWC 6.16 116 0.4839 205 -13.0 200 -24 259 -10.58 194 196.55
199 LIU Brooklyn NEC -3.48 252 0.4768 215 -11.1 163 0 163 -10.3 188 196.95
200 Washington Pac 12 6.27 115 0.4707 229 -13.6 209 -18 236 -9.91 173 197.75
201 Coastal Caro. Sunbelt 1.30 190 0.5055 164 -13.9 217 -16 230 -12.02 213 198.20
202 San Jose St. MWC -1.06 216 0.4898 196 -12.5 191 -14 222 -10.25 185 199.70
203 Wofford Southern 2.04 178 0.4944 187 -13.6 210 -18 237 -11.54 202 200.75
204 Montana Big Sky 1.24 191 0.4806 211 -12.9 197 -8 199 -11.55 203 201.80
205 South Dakota St. Summit 2.32 173 0.4986 178 -14.1 225 -13 220 -12.49 225 202.35
206 Massachusetts A-10 4.33 140 0.4829 206 -14.2 231 -15 225 -11.64 205 203.75
207 Boston College ACC 3.55 148 0.4718 224 -13.8 214 -24 258 -9.71 168 204.50
208 Rider MAAC -1.16 218 0.4923 192 -14.0 219 0 166 -12.66 228 204.60
209 Mercer Southern 1.37 188 0.4972 183 -14.5 238 -9 203 -12.58 226 206.35
210 Lamar University Southland -3.55 253 0.4782 214 -12.5 189 0 165 -11.77 211 206.90
211 Alcorn SWAC -8.38 304 0.4737 219 -11.7 181 6 144 -10.53 192 207.50
212 Morehead St. OVC 1.19 192 0.4936 188 -14.1 226 -15 226 -12.48 224 209.10
213 Navy Patriot -0.92 215 0.4903 195 -14.0 222 -8 201 -12.8 231 211.50
214 Long Beach St. Big West -2.53 238 0.4756 217 -12.9 198 -13 219 -11.24 198 212.85
215 Western Ky. C-USA 2.02 179 0.4675 231 -14.0 220 -8 200 -12.17 218 213.75
216 Hofstra CAA 0.37 196 0.4975 181 -15.0 249 -12 216 -13.3 243 214.50
217 Holy Cross Patriot -2.06 230 0.4887 198 -14.7 244 -2 174 -13.04 235 215.80
218 DePaul Big East 6.11 117 0.4505 258 -14.5 239 -19 240 -10.58 193 217.35
219 IUPUI Horizon -0.03 203 0.4840 204 -14.1 228 -20 242 -12.28 221 217.75
220 Wagner NEC -2.80 240 0.4629 237 -13.1 203 -7 195 -12.25 220 220.95
221 Loyola Maryland Patriot -3.07 242 0.4871 200 -14.1 227 -14 223 -12.69 230 221.15
222 San Diego WCC -3.35 248 0.4710 226 -13.8 215 -12 215 -11.72 209 222.05
223 Montana St. Big Sky -1.54 224 0.4732 221 -14.0 223 -10 208 -12.99 233 222.30
224 USC Upstate A-Sun -4.49 268 0.4735 220 -13.5 208 -11 210 -12.16 217 222.70
225 Saint Joseph's A-10 2.52 167 0.4807 210 -15.2 254 -25 263 -12.46 223 222.90
226 Norfolk St. MEAC -7.83 299 0.4593 242 -12.6 195 -5 189 -11.4 199 224.60
227 Central Mich. MAC -3.40 249 0.4764 216 -13.7 212 -21 248 -12.18 219 225.55
228 Charlotte C-USA -3.56 254 0.4550 246 -13.4 207 -12 213 -11.61 204 226.05
229 Southeastern La. Southland -3.98 261 0.4716 225 -14.0 224 -7 196 -13.02 234 227.65
230 UTEP C-USA 1.09 193 0.4567 245 -14.6 240 -16 232 -13.04 236 232.45
231 Cal St. Fullerton Big West -4.26 263 0.4386 289 -12.5 190 -4 184 -11.76 210 233.75
232 Hawaii Big West -3.40 250 0.4398 285 -13.3 204 -4 185 -12.06 214 234.35
233 Murray St. OVC 2.43 169 0.4722 223 -15.6 257 -24 260 -14.17 262 235.05
234 South Ala. Sunbelt -1.12 217 0.4785 213 -15.7 259 -18 239 -14.21 263 236.70
235 Saint Francis (PA) NEC -4.58 271 0.4543 247 -13.7 213 -15 227 -12.63 227 236.80
236 Little Rock Sunbelt -1.41 223 0.4635 236 -14.3 236 -21 250 -13.2 242 237.35
237 Columbia Ivy -1.71 225 0.4538 250 -14.3 234 -20 243 -12.91 232 238.40
238 Bradley MVC -0.81 212 0.4655 232 -15.8 263 -23 256 -13.07 237 239.80
239 High Point Big South -4.33 264 0.4652 233 -14.3 235 -17 234 -13.14 241 239.80
240 Fordham A-10 -0.61 211 0.4709 227 -15.8 262 -21 251 -13.44 250 239.80
241 North Florida A-Sun -3.79 259 0.4817 209 -15.1 252 -28 271 -13.08 238 240.20
242 UNLV MWC 1.64 184 0.4511 257 -15.7 261 -21 249 -13.11 239 242.05
243 Northern Ill. MAC -0.11 204 0.4570 244 -14.7 245 -29 275 -13.4 248 243.65
244 Seattle U WAC -4.77 272 0.4457 268 -14.2 230 -10 207 -12.69 229 244.05
245 Missouri SEC 7.86 103 0.4308 309 -16.2 269 -33 282 -12.12 215 247.25
246 Campbell Big South -6.85 291 0.4596 241 -14.8 247 -9 204 -13.94 260 247.95
247 Hampton MEAC -8.69 308 0.4519 254 -14.0 221 -14 224 -13.13 240 248.20
248 Radford Big South -8.24 303 0.4745 218 -15.0 251 -19 241 -13.75 255 248.20
249 Indiana St. MVC 2.15 177 0.4519 255 -16.2 267 -33 283 -13.59 251 249.10
250 Bowling Green MAC -2.71 239 0.4708 228 -16.2 268 -21 252 -14.59 268 249.25
251 Eastern Ill. OVC -2.27 231 0.4471 263 -14.3 232 -28 272 -13.3 244 249.55
252 Savannah St. MEAC -12.27 331 0.4445 271 -13.4 206 -16 231 -12.14 216 250.00
253 Ill.-Chicago Horizon -3.57 255 0.4538 251 -16.0 264 -11 212 -14.68 271 252.35
254 Saint Louis A-10 -0.84 213 0.4479 262 -16.7 275 -20 245 -14.13 261 254.50
255 Pacific WCC -0.50 208 0.4624 240 -16.9 277 -32 280 -14.62 270 254.60
256 Portland St. Big Sky -3.83 260 0.4414 281 -14.3 233 -20 244 -13.37 246 255.70
257 Nicholls St. Southland -8.52 307 0.4637 235 -15.0 250 -26 266 -13.73 254 257.25
258 Jacksonville A-Sun -5.13 275 0.4388 288 -14.4 237 -12 217 -13.62 252 258.00
259 Brown Ivy -5.95 284 0.4420 277 -14.9 248 -16 233 -13.42 249 260.05
260 Eastern Ky. OVC -3.43 251 0.4641 234 -16.6 274 -33 284 -15.01 275 260.25
261 Robert Morris NEC -4.24 262 0.4627 238 -17.0 278 -24 261 -15.49 281 261.65
262 Kennesaw St. A-Sun -4.45 267 0.4541 249 -16.3 271 -21 253 -15.03 276 262.10
263 Army West Point Patriot -3.10 243 0.4517 256 -17.1 283 -23 257 -15.79 287 265.80
264 Southeast Mo. St. OVC -2.93 241 0.4440 273 -16.4 272 -26 267 -14.88 274 267.30
265 Delaware CAA -5.46 280 0.4680 230 -18.1 292 -28 274 -16.16 289 268.30
266 Morgan St. MEAC -11.77 329 0.4261 316 -14.2 229 -11 211 -13.37 245 270.60
267 Portland WCC -3.24 246 0.4497 260 -17.5 284 -36 290 -15.15 278 270.80
268 Duquesne A-10 -1.95 229 0.4427 275 -18.0 291 -24 262 -15.78 285 271.35
269 Prairie View SWAC -10.72 324 0.4470 265 -16.1 266 -20 246 -14.52 266 271.40
270 Abilene Christian Southland -8.39 305 0.4468 266 -15.2 256 -30 278 -14.45 265 271.45
271 Air Force MWC -1.84 227 0.4398 284 -17.7 286 -31 279 -15.43 279 274.10
272 Southern U. SWAC -10.40 321 0.4306 310 -14.7 243 -13 221 -13.8 257 274.30
273 Austin Peay OVC -7.92 301 0.4541 248 -17.1 279 -33 285 -15.57 283 274.70
274 Northern Colo. Big Sky -5.44 279 0.4358 296 -15.7 260 -25 265 -14.32 264 275.20
275 South Carolina St. MEAC -14.47 339 0.4417 279 -15.2 253 -28 273 -13.38 247 275.50
276 CSUN Big West -3.74 257 0.4252 318 -15.2 255 -25 264 -13.9 259 276.35
277 UTSA C-USA -3.67 256 0.4362 295 -16.6 273 -27 269 -15.14 277 277.25
278 Jackson St. SWAC -10.53 323 0.4288 313 -14.7 242 -18 238 -13.76 256 277.65
279 Northwestern St. Southland -8.69 309 0.4366 291 -14.8 246 -40 303 -13.63 253 278.90
280 Incarnate Word Southland -9.13 313 0.4396 286 -15.7 258 -29 276 -14.61 269 279.55
281 Fairleigh Dickinson NEC -5.31 278 0.4425 276 -17.1 281 -32 281 -15.78 286 280.05
282 Grambling SWAC -12.84 336 0.4202 320 -14.6 241 -15 228 -13.88 258 280.40
283 Tennessee Tech OVC -3.76 258 0.4445 272 -18.2 293 -37 294 -16.61 294 281.80
284 Sacramento St. Big Sky -7.61 297 0.4362 294 -16.0 265 -29 277 -14.84 273 281.90
285 Pepperdine WCC -6.57 290 0.4486 261 -18.4 297 -35 288 -16.18 291 282.60
286 James Madison CAA 0.57 194 0.4581 243 -21.6 336 -45 314 -19.86 332 282.70
287 Youngstown St. Horizon -6.89 293 0.4530 252 -18.3 295 -39 302 -16.69 296 283.05
288 UMES MEAC -9.43 315 0.4350 298 -16.2 270 -22 255 -14.72 272 283.30
289 Cleveland St. Horizon -3.15 244 0.4497 259 -19.4 312 -38 301 -17.82 310 283.85
290 Cornell Ivy -5.17 276 0.4470 264 -18.7 300 -37 295 -16.79 298 284.45
291 Manhattan MAAC -5.90 281 0.4528 253 -19.6 316 -26 268 -18.06 316 284.65
292 South Fla. AAC -2.30 233 0.4171 322 -17.1 280 -37 292 -14.57 267 284.75
293 Charleston So. Big South -9.19 314 0.4345 299 -16.8 276 -21 254 -15.45 280 286.10
294 Bryant NEC -6.43 288 0.4419 278 -17.8 288 -38 297 -16.67 295 287.75
295 NJIT A-Sun -6.55 289 0.4405 282 -18.0 290 -35 289 -16.57 293 287.90
296 Appalachian St. Sunbelt -5.91 282 0.4390 287 -17.8 287 -41 304 -16.17 290 289.40
297 Quinnipiac MAAC -6.23 286 0.4454 269 -19.2 309 -38 300 -17.78 309 292.20
298 Tulane AAC -0.28 206 0.4169 323 -18.8 302 -46 315 -15.71 284 292.25
299 Fla. Atlantic C-USA -5.20 277 0.4278 314 -17.1 282 -37 293 -15.52 282 292.50
300 Oral Roberts Summit -2.30 232 0.4365 292 -18.9 305 -54 332 -16.73 297 292.60
301 Sacred Heart NEC -7.48 296 0.4326 305 -17.8 289 -27 270 -16.98 299 294.00
302 Oregon St. Pac 12 -0.60 210 0.4274 315 -19.5 315 -53 330 -15.94 288 296.10
303 The Citadel Southern -9.96 317 0.4401 283 -18.8 303 -38 299 -17.18 303 298.50
304 Miami (OH) MAC -5.94 283 0.4309 308 -18.6 299 -38 298 -17.07 301 299.55
305 Cal Poly Big West -7.62 298 0.4292 312 -17.7 285 -43 306 -16.34 292 299.60
306 UMass Lowell Am. East -6.88 292 0.4334 303 -18.9 304 -33 286 -17.77 308 300.00
307 Milwaukee Horizon -4.54 270 0.4459 267 -21.4 333 -48 321 -19.59 329 301.15
308 Dartmouth Ivy -6.27 287 0.4337 302 -18.6 298 -47 317 -17.11 302 301.20
309 Western Caro. Southern -12.36 332 0.4454 270 -20.0 321 -36 291 -18.06 315 301.65
310 Binghamton Am. East -8.73 310 0.4326 304 -18.8 301 -34 287 -17.53 306 302.15
311 Colgate Patriot -5.12 274 0.4363 293 -20.1 322 -47 318 -18.49 321 305.30
312 Western Ill. Summit -7.89 300 0.4218 319 -18.2 294 -44 309 -17.03 300 305.85
313 Drexel CAA -2.40 236 0.4324 306 -21.6 335 -42 305 -19.86 333 306.55
314 Central Ark. Southland -9.60 316 0.4380 290 -19.8 319 -43 307 -18.36 320 308.25
315 UTRGV WAC -8.48 306 0.4298 311 -19.4 313 -37 296 -17.89 313 308.80
316 Drake MVC -3.16 245 0.4136 325 -19.7 317 -55 334 -17.54 307 309.15
317 La.-Monroe Sunbelt -4.44 266 0.4342 300 -21.0 330 -48 320 -19.28 328 309.50
318 McNeese Southland -11.14 326 0.4341 301 -19.0 306 -45 312 -17.89 314 310.00
319 Detroit Mercy Horizon -6.19 285 0.4351 297 -20.9 328 -46 316 -19.22 326 310.05
320 Marist MAAC -8.77 311 0.4439 274 -22.0 338 -43 308 -20.45 337 310.05
321 Niagara MAAC -4.80 273 0.4416 280 -21.9 337 -55 336 -20.53 339 310.55
322 American Patriot -7.33 294 0.4320 307 -19.8 318 -48 319 -18.31 319 311.45
323 UC Riverside Big West -8.15 302 0.4026 335 -18.3 296 -54 333 -17.3 304 315.75
324 Lafayette Patriot -11.65 328 0.4256 317 -19.3 310 -44 310 -18.1 318 316.40
325 UC Santa Barbara Big West -10.29 320 0.4163 324 -19.3 311 -49 323 -17.88 312 318.25
326 Southern Miss. C-USA -10.17 318 0.3902 337 -19.1 308 -49 322 -17.51 305 319.70
327 Stetson A-Sun -11.01 325 0.4095 330 -19.5 314 -45 313 -18.08 317 320.90
328 Delaware St. MEAC -15.15 340 0.4097 329 -19.0 307 -52 327 -17.85 311 322.35
329 North Texas C-USA -7.40 295 0.3865 341 -20.6 326 -51 326 -19.22 325 325.65
330 Coppin St. MEAC -17.18 346 0.4054 331 -20.1 323 -44 311 -18.5 322 326.85
331 FIU C-USA -4.54 269 0.3880 339 -22.2 341 -64 343 -20.72 340 329.70
332 Howard MEAC -12.50 333 0.3882 338 -20.2 325 -51 325 -18.61 324 329.90
333 VMI Southern -11.40 327 0.4113 327 -21.5 334 -55 335 -19.82 330 330.20
334 Mississippi Val. SWAC -16.55 344 0.4035 332 -20.0 320 -57 337 -18.59 323 330.35
335 SIUE OVC -8.95 312 0.4032 333 -21.3 332 -57 338 -19.94 334 330.60
336 Northern Ariz. Big Sky -10.21 319 0.4027 334 -21.3 331 -59 340 -20.31 336 332.45
337 Hartford Am. East -12.66 334 0.4121 326 -22.0 339 -50 324 -20.79 341 332.50
338 Maine Am. East -12.78 335 0.4198 321 -22.6 344 -52 329 -21.08 342 333.10
339 Alabama St. SWAC -15.61 342 0.3865 340 -20.8 327 -52 328 -19.83 331 334.10
340 Bethune-Cookman MEAC -15.47 341 0.3695 347 -20.1 324 -53 331 -19.24 327 335.10
341 Chicago St. WAC -13.35 337 0.4110 328 -22.3 342 -62 341 -20.26 335 335.50
342 Idaho St. Big Sky -11.86 330 0.3915 336 -22.9 346 -65 345 -21.33 345 340.25
343 Florida A&M MEAC -17.39 347 0.3494 349 -21.0 329 -64 342 -20.47 338 341.45
344 Southern Utah Big Sky -10.47 322 0.3733 344 -25.2 348 -80 348 -24.23 348 342.90
345 Central Conn. St. NEC -14.11 338 0.3709 346 -22.2 340 -66 346 -21.31 344 343.20
346 Longwood Big South -16.79 345 0.3782 343 -22.4 343 -65 344 -21.3 343 343.45
347 Ark.-Pine Bluff SWAC -18.65 349 0.3802 342 -22.8 345 -58 339 -21.99 346 344.00
348 Presbyterian Big South -19.50 350 0.3726 345 -23.9 347 -69 347 -22.8 347 346.85
349 St. Francis Brooklyn NEC -15.91 343 0.3532 348 -25.5 349 -82 349 -24.46 349 347.80
350 N.C. A&T MEAC -18.34 348 0.3265 350 -26.8 351 -96 351 -25.81 351 350.25
351 Alabama A&M SWAC -22.87 351 0.3234 351 -26.4 350 -90 350 -25.61 350 350.45