Bracket Math

Updated Dec 15th.

By: Luke Benz

The below is a complete table of the metrics used for YUSAG Bracketology. It gives a ranking of teams based on their likelihood of getting an At-Large Bid.

  • 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 RPI is a stupid, outdated way to select tournament teams, yet the NCAA uses it anyway.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: 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 Quality of Resume Resume Rank WAB WAB Rank Blend
2 North Carolina ACC 26.63 1 0.6573 1 10.6 2 64.8 1 12.77 1 1.2
3 Villanova Big East 25.45 4 0.6531 2 10.3 3 62.6 2 12.61 3 2.7
4 West Virginia Big 12 25.6 3 0.608 14 10.6 1 52.1 5 12.69 2 6.0
5 Duke ACC 23.78 6 0.6443 3 8.5 5 39.3 23 10.68 5 7.25
6 Purdue Big 10 22.99 7 0.622 8 8.2 6 44.4 12 10.47 6 7.65
7 Kentucky SEC 20.77 14 0.6359 5 7.5 8 48.0 9 9.87 7 7.95
8 Wichita St. AAC 22.22 8 0.6376 4 6.7 13 48.6 8 8.8 13 8.8
9 Virginia ACC 21.28 10 0.6274 6 7.7 7 39.2 24 9.73 8 9.9
10 Florida SEC 20.93 12 0.6057 16 7.1 9 53.9 4 9.5 9 10.8
11 Xavier Big East 19.89 17 0.6168 11 6.9 10 47.2 10 9.34 10 11.35
12 Kansas Big 12 26.23 2 0.6171 10 9.3 4 28.3 50 11.62 4 12.4
13 Creighton Big East 20.4 15 0.606 15 6.9 12 49.5 7 8.93 11 12.4
14 Gonzaga WCC 25.44 5 0.6209 9 5.1 25 60.5 3 6.77 27 14.3
15 Arizona Pac 12 21.2 11 0.605 17 6.2 17 43.7 15 8.75 15 15.4
16 Florida St. ACC 20.32 16 0.5914 29 6.9 11 51.3 6 8.81 12 16.6
17 Louisville ACC 20.8 13 0.6026 21 5.6 21 41.0 17 7.49 23 19.6
18 Oregon Pac 12 21.36 9 0.6042 19 4.5 28 45.8 11 6.66 28 19.9
19 Seton Hall Big East 17.11 28 0.6047 18 6.6 14 35.3 36 8.77 14 20.6
20 Butler Big East 18.42 22 0.5978 24 5.7 20 42.8 16 7.78 20 20.9
21 Arkansas SEC 17.32 27 0.6039 20 5.4 23 35.7 35 7.92 19 23.7
22 Michigan St. Big 10 18.72 20 0.5855 35 5.7 18 39.2 25 7.95 18 24.45
23 Cincinnati AAC 19.71 18 0.5989 22 4.0 32 44.1 14 5.7 35 24.8
24 Nevada MWC 16.88 29 0.622 7 3.4 36 36.9 32 5.71 34 25.25
25 Arizona St. Pac 12 15.3 37 0.5832 36 6.3 16 40.5 18 8.58 16 25.45
26 Texas A&M SEC 15.51 36 0.5985 23 5.1 24 37.5 31 7.3 24 26.55
27 Baylor Big 12 18.73 19 0.5801 38 6.6 15 25.1 61 8.37 17 29.8
28 Clemson ACC 16.25 32 0.5974 25 4.1 31 33.5 38 5.95 33 30.8
29 Auburn SEC 14.67 41 0.5963 26 3.8 33 38.3 28 6.35 31 30.95
30 Miami (FL) ACC 17.83 25 0.5939 28 4.6 27 27.8 52 6.56 29 31.15
31 Middle Tenn. C-USA 14.47 48 0.6143 12 1.9 46 39.7 21 3.96 46 32.35
32 UCLA Pac 12 18.34 24 0.5877 31 4.4 30 28.1 51 6.47 30 32.55
33 South Carolina SEC 16.13 33 0.5946 27 3.7 34 30.7 45 6.06 32 33.0
34 Michigan Big 10 18.42 23 0.5779 44 5.0 26 31.3 42 7.28 25 33.15
35 TCU Big 12 17.79 26 0.5819 37 5.5 22 18.3 88 7.53 22 37.0
36 Texas Tech Big 12 18.61 21 0.5609 59 5.7 19 26.3 56 7.66 21 37.25
37 Rhode Island A-10 13.1 54 0.6133 13 1.3 52 36.2 34 3.19 55 38.5
38 Tennessee SEC 14.62 44 0.586 34 4.4 29 22.3 73 6.84 26 38.75
39 SMU AAC 16.75 30 0.579 43 1.4 50 44.1 13 3.29 54 40.15
40 Utah Pac 12 15.26 39 0.5801 39 2.5 40 29.9 47 4.72 40 40.6
41 Notre Dame ACC 16.01 34 0.5664 51 3.3 37 32.6 39 5.14 37 41.05
42 Saint Mary's (CA) WCC 15.13 40 0.5877 30 0.9 56 40.5 19 2.43 60 41.05
43 Maryland Big 10 15.3 38 0.5792 41 2.7 39 26.6 55 4.82 38 41.65
44 Houston AAC 14.66 42 0.5755 45 1.2 54 40.2 20 3.01 57 45.0
45 Syracuse ACC 14.14 51 0.586 33 2.5 41 15.8 98 4.6 41 48.65
46 Boise St. MWC 11.41 61 0.5791 42 1.3 53 31.1 44 3.34 53 49.55
47 Ohio St. Big 10 14.59 46 0.5691 48 2.7 38 17.2 93 4.8 39 50.65
48 Virginia Tech ACC 15.95 35 0.5492 80 2.4 42 38.0 29 4.11 45 51.0
49 Southern California Pac 12 14.5 47 0.5717 46 2.0 45 17.4 90 3.9 47 52.75
50 Marquette Big East 14.34 50 0.5584 61 2.0 44 24.3 66 4.15 44 53.3
51 Loyola Chicago MVC 8.21 78 0.5863 32 -1.5 70 29.2 49 0.31 72 57.05
52 Alabama SEC 12.88 57 0.5674 50 1.5 48 13.5 108 4.16 43 57.95
53 UAB C-USA 9.01 71 0.5631 55 -1.0 63 34.1 37 0.53 68 58.9
54 Oklahoma St. Big 12 16.69 31 0.533 107 3.5 35 23.9 68 5.29 36 61.15
55 Vermont Am. East 6.65 89 0.5793 40 -2.5 82 38.4 27 -1.2 86 63.0
56 VCU A-10 10.75 67 0.5549 67 -1.2 67 31.2 43 0.48 70 64.0
57 BYU WCC 8.36 76 0.563 56 -1.1 64 23.2 70 0.51 69 65.3
58 Old Dominion C-USA 8.8 72 0.5562 65 -2.2 78 39.3 22 -0.59 82 65.6
59 Fresno St. MWC 8.1 80 0.5572 62 -1.1 65 22.7 72 0.75 67 67.8
60 UT Arlington Sunbelt 7.16 87 0.5678 49 -3.2 89 38.8 26 -1.71 92 67.85
61 Georgia SEC 10.88 64 0.5531 71 0.8 57 14.0 107 3.37 52 68.75
62 Missouri SEC 10.8 66 0.5544 68 0.8 58 12.0 116 3.06 56 70.5
63 UNI MVC 5.87 95 0.5709 47 -2.0 75 15.8 97 0.04 73 72.5
64 St. John's (NY) Big East 9.45 69 0.5411 94 -0.2 61 17.9 89 1.89 61 76.3
65 New Mexico St. WAC 6.57 90 0.5593 60 -2.4 81 20.5 79 -1.08 84 76.35
66 Northwestern Big 10 13.01 56 0.5353 101 1.3 51 9.5 125 3.82 49 77.45
67 Oklahoma Big 12 13.94 52 0.5297 113 2.4 43 8.6 131 4.21 42 78.35
68 UCF AAC 8.47 75 0.5478 83 -1.9 74 19.6 83 -0.06 76 78.6
69 San Diego St. MWC 11.26 63 0.5478 82 -2.2 80 16.4 95 -0.3 79 80.1
70 Iowa St. Big 12 14.64 43 0.5234 127 1.5 49 12.9 112 3.45 50 81.15
71 Wake Forest ACC 13.74 53 0.5438 90 -0.6 62 6.6 143 1.49 62 81.2
72 Texas Big 12 14.6 45 0.534 105 1.8 47 -0.4 174 3.83 48 83.35
73 Wisconsin Big 10 14.4 49 0.5345 103 0.9 55 2.6 160 3.39 51 83.45
74 Northern Ky. Horizon 3.67 113 0.5524 72 -3.8 98 37.7 30 -2.73 105 83.65
75 Minnesota Big 10 12.84 58 0.5237 126 0.7 60 17.4 92 2.84 58 83.9
76 Vanderbilt SEC 11.36 62 0.5346 102 -1.5 71 10.6 119 0.96 64 84.75
77 Belmont OVC 5.74 96 0.5516 73 -4.0 102 26.8 53 -2.53 101 84.85
78 Western Ky. C-USA 7.19 86 0.5499 78 -4.3 104 24.8 63 -2.41 98 86.15
79 South Dakota Summit 5.34 102 0.5443 89 -3.0 85 26.7 54 -2.13 96 86.3
80 FGCU A-Sun 5.48 101 0.5455 87 -3.7 95 32.5 40 -2.61 102 86.65
81 St. Bonaventure A-10 6.81 88 0.5451 88 -3.2 88 19.6 82 -1.51 90 87.5
82 Providence Big East 10.83 65 0.528 117 -1.7 73 14.9 102 0.32 71 88.95
83 UNLV MWC 8.52 73 0.5298 112 -3.3 91 26.0 58 -1.48 88 89.05
84 Davidson A-10 7.53 83 0.5397 96 -3.4 92 22.2 74 -1.9 93 89.35
85 Bucknell Patriot 3.75 111 0.5646 53 -5.3 120 24.4 65 -3.98 125 91.3
86 Lipscomb A-Sun 1.51 144 0.5502 76 -3.5 93 25.9 59 -2.42 99 91.65
87 Towson CAA 2.64 124 0.5656 52 -4.9 110 18.3 87 -3.42 112 91.65
88 ETSU Southern 3.6 114 0.5534 70 -4.8 109 24.6 64 -3.71 115 92.5
89 Mississippi St. SEC 7.96 81 0.5193 138 -1.3 68 18.4 86 0.85 65 93.05
90 Oakland Horizon 2.99 120 0.5479 81 -4.9 112 36.4 33 -3.75 119 93.45
91 Louisiana Sunbelt 3.31 117 0.5367 98 -4.0 101 32.1 41 -2.79 106 94.5
92 Albany (NY) Am. East 1.17 150 0.5512 74 -4.4 106 30.3 46 -3.35 111 95.0
93 Illinois Big 10 11.97 59 0.5207 136 -1.1 66 8.3 132 1.1 63 95.25
94 Washington Pac 12 6.46 91 0.5251 122 -2.0 76 14.5 104 -0.1 77 96.45
95 Kansas St. Big 12 13.07 55 0.51 158 0.8 59 10.4 121 2.7 59 97.4
96 Dayton A-10 8.5 74 0.5537 69 -5.4 122 8.1 134 -3.29 109 98.1
97 Ball St. MAC 2.73 123 0.562 57 -5.5 126 14.4 105 -3.88 121 100.7
98 Missouri St. MVC 5.65 98 0.5565 63 -5.6 132 11.3 117 -3.74 116 100.75
99 Valparaiso MVC 4.94 105 0.5564 64 -5.3 118 7.5 137 -3.31 110 101.1
100 Ohio MAC 3.38 116 0.5552 66 -5.4 123 15.2 100 -3.91 122 101.2
101 Louisiana Tech C-USA 6.02 94 0.5281 116 -4.5 107 23.5 69 -2.91 107 102.05
102 UNC Asheville Big South 1.3 148 0.551 75 -5.0 113 23.2 71 -3.94 124 102.75
103 Furman Southern 2.04 133 0.55 77 -5.3 117 21.3 76 -4.16 129 103.65
104 Indiana Big 10 11.42 60 0.5152 147 -1.5 69 1.3 166 0.79 66 105.0
105 Portland St. Big Sky 0.79 157 0.5461 86 -3.7 97 13.3 110 -2.52 100 105.25
106 South Dakota St. Summit 3.3 118 0.5337 106 -3.8 100 14.5 103 -2.66 103 105.55
107 Temple AAC 5.21 103 0.5384 97 -3.7 96 1.7 164 -1.49 89 106.15
108 Memphis AAC 4.61 108 0.5234 128 -4.1 103 19.7 81 -2.4 97 106.75
109 Ole Miss SEC 9.64 68 0.5226 131 -2.6 83 0.1 173 -0.17 78 107.65
110 Penn St. Big 10 8.36 77 0.5068 161 -2.2 79 11.1 118 -0.01 75 108.35
111 Iona MAAC 2.41 127 0.5611 58 -6.4 139 13.5 109 -5.01 141 108.8
112 Colorado Pac 12 8.11 79 0.5185 140 -3.3 90 8.0 135 -1.4 87 109.5
113 Georgetown Big East 7.71 82 0.4931 189 -1.7 72 20.8 78 0.04 74 109.9
114 Buffalo MAC 3.07 119 0.5638 54 -6.4 141 7.4 138 -4.83 139 110.75
115 North Carolina St. ACC 7.51 84 0.504 166 -2.2 77 12.8 113 -0.43 80 110.75
116 Penn Ivy 1.79 136 0.5292 115 -4.9 111 21.5 75 -3.74 117 111.75
117 Jacksonville St. OVC 2.96 121 0.5292 114 -5.6 131 29.5 48 -4.31 134 112.55
118 LSU SEC 6.26 92 0.5137 149 -2.7 84 6.5 144 -0.46 81 113.1
119 Winthrop Big South 1.46 145 0.5325 109 -5.3 114 24.2 67 -4.28 132 113.7
120 Ga. Southern Sunbelt 1.4 146 0.5436 91 -5.5 128 16.4 96 -3.93 123 113.8
121 UConn AAC 4.48 109 0.5247 124 -3.8 99 6.2 148 -2.06 95 114.55
122 Wyoming MWC 3.74 112 0.526 120 -5.3 116 9.7 123 -3.25 108 116.05
123 Murray St. OVC 2.36 128 0.5266 119 -5.5 124 21.3 77 -4.16 128 116.85
124 Akron MAC 1.39 147 0.5413 93 -6.6 144 18.9 84 -5.15 142 119.75
125 UNCG Southern 1.77 137 0.5327 108 -5.5 125 15.3 99 -4.34 135 119.8
126 Grand Canyon WAC 2.95 122 0.513 152 -5.3 119 26.2 57 -4.17 130 122.25
127 UC Davis Big West 0.19 168 0.547 84 -5.5 130 6.6 142 -4.36 136 124.9
128 Utah Valley WAC 1.67 139 0.5358 99 -5.8 134 7.6 136 -4.65 137 125.15
129 Col. of Charleston CAA 1.18 149 0.531 110 -6.4 140 17.2 94 -5.21 143 126.05
130 SFA Southland -0.17 173 0.514 148 -5.3 115 25.7 60 -4.29 133 128.95
131 Nebraska Big 10 7.28 85 0.4909 191 -3.2 87 -2.4 181 -0.85 83 131.2
132 Boston College ACC 3.43 115 0.4889 193 -3.1 86 6.2 149 -1.18 85 131.7
133 Eastern Mich. MAC 1.15 151 0.5462 85 -7.1 149 2.4 161 -5.7 149 131.9
134 Monmouth MAAC 1.75 138 0.5493 79 -8.2 171 9.4 127 -6.8 173 132.25
135 Lehigh Patriot 1.15 152 0.5268 118 -6.8 146 14.0 106 -5.78 151 133.5
136 San Diego WCC 0.32 165 0.5155 146 -5.4 121 10.6 120 -3.71 114 133.55
137 Northeastern CAA 1.15 153 0.5433 92 -7.7 159 3.3 155 -6.08 156 136.8
138 Marshall C-USA 2.27 129 0.5233 129 -7.3 152 8.6 130 -5.46 145 136.95
139 Liberty Big South -1.89 191 0.5171 143 -6.3 138 24.9 62 -5.33 144 137.25
140 Utah St. MWC 4.72 107 0.5185 141 -6.9 147 5.6 151 -4.94 140 138.4
141 Evansville MVC 1.1 154 0.5302 111 -7.7 157 7.1 139 -5.72 150 138.65
142 Rutgers Big 10 5.72 97 0.4778 215 -3.6 94 5.4 152 -1.67 91 138.85
143 Mercer Southern 0.23 166 0.5219 132 -6.7 145 13.1 111 -5.46 146 139.35
144 Western Mich. MAC 0.51 160 0.5358 100 -7.6 156 5.9 150 -6.31 160 139.7
145 Tulane AAC 1.64 140 0.5021 171 -5.7 133 9.6 124 -4.01 126 142.7
146 Iowa Big 10 9.06 70 0.4859 200 -4.3 105 -10.5 218 -1.97 94 143.0
147 Texas Southern SWAC -2.28 198 0.5171 144 -6.6 143 19.7 80 -5.55 148 143.1
148 Central Mich. MAC -1.48 185 0.5343 104 -7.9 164 9.2 128 -6.55 167 144.35
149 Georgia St. Sunbelt 2.54 125 0.5217 133 -7.8 162 6.7 141 -6.32 161 144.4
150 Tennessee St. OVC -0.42 176 0.5189 139 -7.2 150 9.0 129 -6.04 154 148.25
151 Lamar University Southland -1.95 192 0.5209 135 -6.5 142 6.3 147 -5.49 147 149.15
152 Tulsa AAC 2.49 126 0.4999 175 -6.0 136 -0.5 175 -4.12 127 150.25
153 California Pac 12 5.55 99 0.5029 168 -5.8 135 -15.4 234 -3.75 118 150.95
154 Illinois St. MVC 4.93 106 0.5245 125 -8.7 182 -4.5 192 -6.69 170 152.6
155 CSU Bakersfield WAC 1.54 143 0.5252 121 -7.9 165 -4.5 193 -6.62 169 153.5
156 Toledo MAC 0.45 162 0.5401 95 -9.2 187 -0.8 176 -7.74 185 153.6
157 Pittsburgh ACC 5.09 104 0.4952 188 -5.5 129 -9.7 216 -3.79 120 154.2
158 Stanford Pac 12 6.24 93 0.4955 187 -6.2 137 -8.5 207 -4.22 131 154.7
159 Idaho Big Sky -1.61 187 0.5167 145 -7.8 161 12.1 114 -6.75 171 155.05
160 Princeton Ivy 2.22 130 0.5109 157 -7.6 155 0.5 171 -6.31 159 155.05
161 Yale Ivy 0.69 158 0.5184 142 -8.1 168 6.4 145 -6.58 168 155.25
162 Georgia Tech ACC 5.49 100 0.486 199 -5.5 127 -11.0 220 -3.43 113 155.7
163 Bradley MVC 0.38 163 0.5131 150 -8.0 166 5.3 153 -6.04 153 156.2
164 William & Mary CAA -1.45 184 0.5249 123 -7.8 163 -0.9 177 -6.42 164 156.45
165 Montana Big Sky -0.03 171 0.5062 162 -7.3 153 6.7 140 -6.07 155 156.85
166 DePaul Big East 4.12 110 0.4699 227 -4.7 108 -8.1 205 -2.72 104 157.75
167 Wagner NEC -4.85 235 0.5127 154 -7.2 151 17.4 91 -6.52 166 158.5
168 San Francisco WCC 1.58 142 0.4999 174 -7.7 160 2.9 159 -6.35 162 161.75
169 Hofstra CAA -1.65 188 0.5226 130 -8.3 176 1.2 167 -6.88 175 162.45
170 Robert Morris NEC -4.14 224 0.5131 151 -8.6 180 18.6 85 -7.66 184 164.45
171 UC Santa Barbara Big West -3.93 220 0.5126 155 -7.4 154 0.9 169 -6.29 158 167.25
172 Massachusetts A-10 1.98 134 0.487 198 -8.2 170 3.6 154 -6.2 157 168.0
173 La Salle A-10 1.8 135 0.5025 170 -8.4 179 -3.3 187 -6.47 165 168.1
174 Weber St. Big Sky -0.34 175 0.5005 173 -8.2 173 8.2 133 -7.16 179 168.5
175 Colorado St. MWC 2.05 132 0.4968 184 -8.0 167 -6.8 202 -5.83 152 169.1
176 Troy Sunbelt 0.46 161 0.5048 165 -8.9 184 3.1 156 -7.55 181 170.05
177 Wofford Southern -2.25 197 0.5091 159 -8.2 172 2.3 162 -6.86 174 170.75
178 Hawaii Big West -2.86 207 0.5027 169 -7.7 158 2.9 158 -6.77 172 171.45
179 Saint Peter's MAAC -1.38 183 0.4972 182 -8.9 183 10.3 122 -7.82 186 174.15
180 North Dakota St. Summit -1.09 179 0.5033 167 -8.3 174 -2.7 183 -6.89 176 174.4
181 UNCW CAA 1.62 141 0.5128 153 -9.8 197 -5.1 197 -8.41 200 176.0
182 Washington St. Pac 12 0.53 159 0.48 208 -7.0 148 -12.4 222 -4.71 138 176.75
183 Cal St. Fullerton Big West -2.38 199 0.5121 156 -8.3 175 -6.3 201 -7.0 177 177.2
184 UC Irvine Big West -0.16 172 0.521 134 -9.7 195 -12.0 221 -8.28 198 177.75
185 Coastal Caro. Sunbelt -0.23 174 0.5054 163 -9.4 190 -2.1 180 -8.0 190 178.0
186 Harvard Ivy 0.35 164 0.5081 160 -9.5 192 -5.1 196 -8.1 192 178.8
187 Wright St. Horizon -2.14 195 0.497 183 -9.4 191 9.5 126 -8.12 193 179.85
188 Kent St. MAC -0.54 178 0.5193 137 -10.5 216 -3.0 184 -9.09 210 180.6
189 Fort Wayne Summit -1.2 182 0.4876 196 -8.3 177 3.0 157 -7.12 178 180.65
190 Navy Patriot -4.69 230 0.499 177 -9.2 186 12.0 115 -8.13 195 181.05
191 N.C. Central MEAC -4.7 231 0.4783 213 -8.1 169 15.1 101 -7.36 180 183.5
192 Saint Francis (PA) NEC -5.65 250 0.5048 164 -8.7 181 1.8 163 -8.01 191 185.55
193 New Orleans Southland -2.52 203 0.4977 181 -9.2 185 -3.3 186 -7.94 187 187.05
194 Southern Ill. MVC 0.19 167 0.4993 176 -10.1 204 -4.6 194 -8.21 197 187.15
195 Tennessee Tech OVC -3.11 209 0.5018 172 -9.7 194 -4.3 190 -8.15 196 189.45
196 Indiana St. MVC 0.97 155 0.4977 180 -10.5 213 -13.0 225 -8.35 199 193.4
197 Rider MAAC -2.39 200 0.4981 179 -9.9 199 -5.2 198 -8.77 205 194.2
198 New Mexico MWC 2.18 131 0.4755 219 -9.7 196 -15.9 235 -7.58 182 196.2
199 Eastern Wash. Big Sky -2.04 193 0.4965 185 -10.2 207 -8.3 206 -8.77 204 197.55
200 UMBC Am. East -4.79 233 0.4851 203 -9.9 198 6.3 146 -8.95 207 198.75
201 Santa Clara WCC 0.86 156 0.469 230 -9.3 189 -8.7 208 -7.94 188 199.0
202 Chattanooga Southern -2.21 196 0.4981 178 -11.3 224 -2.6 182 -9.81 224 199.7
203 Loyola Marymount WCC -1.48 186 0.4779 214 -9.6 193 -9.0 211 -7.98 189 200.15
204 Fla. Atlantic C-USA -2.41 201 0.4692 228 -9.3 188 -7.1 204 -7.65 183 203.35
205 Oregon St. Pac 12 -0.53 177 0.4602 251 -8.4 178 -16.1 236 -6.38 163 205.45
206 UTEP C-USA -0.02 170 0.4668 238 -9.9 201 -3.4 188 -8.41 201 205.5
207 Stony Brook Am. East -3.58 215 0.4855 201 -10.9 221 0.8 170 -9.64 221 206.45
208 Fairfield MAAC -3.96 221 0.4911 190 -10.7 217 -4.8 195 -9.69 222 207.2
209 Gardner-Webb Big South -5.13 241 0.4887 194 -10.3 208 -6.9 203 -9.35 214 209.2
210 Seattle U WAC -3.42 214 0.4653 240 -9.9 200 0.9 168 -8.52 202 209.7
211 Central Ark. Southland -5.42 245 0.4785 211 -10.1 203 -4.0 189 -9.0 208 210.6
212 Long Beach St. Big West -4.07 223 0.4895 192 -10.3 209 -18.4 246 -9.03 209 211.55
213 Radford Big South -6.78 266 0.4809 207 -10.2 205 -1.7 178 -9.13 211 211.9
214 A&M-Corpus Chris Southland 0.0 169 0.4707 225 -10.4 211 -13.6 227 -9.45 217 212.5
215 George Washington A-10 -1.7 189 0.4672 237 -10.0 202 -14.0 228 -8.13 194 212.85
216 UTSA C-USA -1.13 181 0.4678 234 -10.3 210 -12.9 224 -8.63 203 213.55
217 Milwaukee Horizon -5.02 238 0.477 216 -10.5 215 -3.0 185 -9.31 213 213.85
218 Army West Point Patriot -5.05 239 0.4758 218 -10.8 219 1.7 165 -9.87 225 214.8
219 Boston U. Patriot -4.0 222 0.4872 197 -11.6 230 -5.8 199 -10.6 234 215.05
220 Prairie View SWAC -8.23 287 0.4845 204 -10.5 214 0.5 172 -9.3 212 215.25
221 Southeastern La. Southland -5.51 248 0.4878 195 -10.8 220 -8.9 209 -9.69 223 215.65
222 Southeast Mo. St. OVC -3.16 211 0.4825 205 -11.2 223 -14.3 230 -9.89 226 217.45
223 North Florida A-Sun -6.02 254 0.4785 212 -10.2 206 -14.1 229 -8.85 206 218.45
224 Elon CAA -3.42 213 0.4961 186 -12.5 248 -13.4 226 -11.08 245 220.25
225 Saint Joseph's A-10 -1.09 180 0.4692 229 -11.5 227 -17.0 238 -9.47 219 220.6
226 Drake MVC -2.46 202 0.4726 222 -11.6 229 -14.5 231 -9.47 218 220.95
227 Northern Colo. Big Sky -4.93 237 0.479 210 -11.2 222 -12.7 223 -10.02 229 222.2
228 Montana St. Big Sky -4.2 225 0.4853 202 -12.0 239 -9.6 215 -10.83 241 222.6
229 Pacific WCC -2.67 205 0.4704 226 -11.7 233 -18.5 247 -9.91 227 227.6
230 George Mason A-10 -1.84 190 0.4654 239 -11.9 235 -14.7 233 -10.02 228 227.75
231 Mt. St. Mary's NEC -6.48 264 0.4736 220 -11.8 234 -9.5 214 -10.82 240 232.5
232 Duquesne A-10 -3.15 210 0.4365 286 -10.8 218 -4.5 191 -9.4 215 232.55
233 Saint Louis A-10 -2.53 204 0.454 256 -11.5 226 -20.5 252 -9.6 220 234.4
234 Canisius MAAC -3.81 218 0.4765 217 -13.6 271 -6.1 200 -12.35 271 236.2
235 Binghamton Am. East -7.32 275 0.4675 236 -12.3 242 -1.9 179 -11.29 247 236.7
236 Eastern Ill. OVC -3.61 217 0.4631 245 -12.1 240 -21.9 257 -10.75 236 239.8
237 Houston Baptist Southland -5.08 240 0.4595 253 -11.5 228 -18.1 245 -10.34 230 240.25
238 NJIT A-Sun -7.19 271 0.4542 255 -11.4 225 -9.0 212 -10.49 233 240.55
239 Texas St. Sunbelt -2.89 208 0.4684 231 -13.0 255 -22.0 258 -11.6 254 241.0
240 High Point Big South -5.71 251 0.4605 250 -11.7 231 -14.5 232 -10.79 237 241.05
241 UT Martin OVC -2.83 206 0.4611 249 -12.8 253 -19.2 249 -11.39 249 243.35
242 Samford Southern -4.86 236 0.4682 233 -13.2 259 -16.6 237 -11.66 256 243.85
243 Colgate Patriot -6.24 263 0.4647 241 -12.6 251 -10.0 217 -11.54 251 244.7
244 Western Ill. Summit -7.41 278 0.4418 271 -10.4 212 -17.4 241 -9.42 216 244.75
245 Bowling Green MAC -5.54 249 0.4824 206 -13.9 277 -18.0 244 -12.37 272 245.55
246 Northern Ill. MAC -4.33 227 0.4677 235 -13.2 260 -20.3 251 -11.7 258 245.8
247 Appalachian St. Sunbelt -4.31 226 0.4612 248 -12.9 254 -24.1 265 -11.31 248 248.45
248 Austin Peay OVC -5.4 244 0.4577 254 -12.3 243 -22.7 261 -10.85 242 248.95
249 UMKC WAC -4.76 232 0.4714 224 -13.4 265 -29.4 282 -11.82 260 249.3
250 UTRGV WAC -7.27 274 0.4617 247 -12.3 244 -22.1 259 -10.81 239 250.65
251 North Texas C-USA -3.6 216 0.4372 284 -12.3 241 -23.1 263 -10.46 232 251.65
252 Southern U. SWAC -11.34 310 0.4461 264 -11.7 232 -10.8 219 -10.69 235 251.95
253 Sam Houston St. Southland -6.12 257 0.4634 244 -12.6 250 -25.1 269 -11.56 252 252.5
254 Denver Summit -4.42 228 0.4418 270 -12.4 245 -25.4 271 -11.05 244 253.65
255 Southern Miss. C-USA -6.48 265 0.4449 265 -12.0 238 -26.5 274 -10.38 231 254.15
256 Miami (OH) MAC -7.59 282 0.4734 221 -13.7 275 -21.1 255 -12.13 265 254.85
257 Richmond A-10 -2.13 194 0.4482 262 -13.6 270 -30.5 285 -11.58 253 255.05
258 Morgan St. MEAC -12.17 319 0.4447 266 -11.9 236 -8.9 210 -11.26 246 255.55
259 New Hampshire Am. East -4.84 234 0.4506 258 -13.3 263 -18.9 248 -12.31 269 256.1
260 North Dakota Big Sky -5.79 252 0.4717 223 -13.7 274 -32.1 290 -12.47 275 258.0
261 Siena MAAC -5.94 253 0.4797 209 -15.3 298 -23.6 264 -13.77 296 259.05
262 Brown Ivy -7.35 276 0.4386 281 -12.0 237 -20.3 250 -10.9 243 259.2
263 Holy Cross Patriot -6.97 270 0.4683 232 -13.9 276 -20.6 254 -12.77 281 259.6
264 Hampton MEAC -10.67 306 0.4413 275 -12.4 246 -9.4 213 -11.82 259 261.35
265 FIU C-USA -3.85 219 0.4312 291 -13.2 261 -20.5 253 -11.67 257 261.7
266 La.-Monroe Sunbelt -7.27 273 0.4482 261 -13.2 258 -24.6 267 -11.83 261 263.1
267 Cornell Ivy -8.69 292 0.4437 268 -12.6 249 -25.7 272 -11.47 250 264.8
268 Cal Poly Big West -6.85 267 0.4626 246 -13.6 269 -35.4 297 -12.17 266 265.4
269 IUPUI Horizon -6.14 259 0.4478 263 -13.5 267 -24.2 266 -12.41 274 265.85
270 Niagara MAAC -7.49 280 0.4635 243 -14.6 290 -17.0 239 -13.22 286 265.95
271 Campbell Big South -7.88 285 0.4411 276 -13.1 257 -17.1 240 -12.2 268 266.55
272 Fairleigh Dickinson NEC -9.18 296 0.4601 252 -13.3 262 -25.1 270 -12.33 270 266.9
273 Morehead St. OVC -6.21 262 0.4641 242 -13.9 278 -34.2 295 -12.52 278 267.35
274 Arkansas St. Sunbelt -3.24 212 0.4504 260 -14.8 291 -33.0 293 -13.29 290 269.95
275 Kennesaw St. A-Sun -7.46 279 0.4505 259 -13.6 272 -27.2 276 -12.51 276 270.55
276 Abilene Christian Southland -8.89 293 0.4508 257 -13.4 266 -26.4 273 -12.52 277 270.6
277 East Carolina AAC -6.2 260 0.421 311 -12.5 247 -29.8 283 -10.79 238 271.75
278 Southern Utah Big Sky -8.61 291 0.4443 267 -13.4 264 -30.1 284 -12.17 267 272.55
279 Portland WCC -6.1 256 0.4299 296 -13.1 256 -33.1 294 -11.64 255 273.5
280 Omaha Summit -4.62 229 0.4398 280 -14.0 279 -34.9 296 -12.61 280 274.55
281 UMass Lowell Am. East -9.61 299 0.4377 283 -14.0 281 -17.4 242 -13.08 285 279.25
282 South Ala. Sunbelt -5.49 246 0.4414 273 -14.9 293 -36.8 301 -13.49 291 280.75
283 Alcorn SWAC -12.66 325 0.4236 308 -12.7 252 -22.4 260 -11.83 262 282.95
284 Fordham A-10 -5.51 247 0.4232 309 -14.1 287 -28.3 277 -12.37 273 283.3
285 Oral Roberts Summit -7.68 283 0.4346 289 -13.6 273 -43.3 316 -11.95 263 283.75
286 Grambling SWAC -11.88 314 0.436 287 -14.0 282 -23.1 262 -13.0 283 285.5
287 Nicholls St. Southland -9.88 302 0.4429 269 -14.8 292 -31.4 286 -13.84 298 286.9
288 Air Force MWC -6.07 255 0.419 315 -14.0 285 -36.5 300 -12.0 264 287.55
289 Cleveland St. Horizon -7.22 272 0.4378 282 -15.5 300 -28.9 280 -14.22 301 287.6
290 South Fla. AAC -6.86 268 0.425 306 -14.4 288 -35.9 299 -12.55 279 290.25
291 Savannah St. MEAC -17.1 340 0.4417 272 -14.0 284 -31.7 289 -13.25 288 290.35
292 Charleston So. Big South -12.01 317 0.4299 295 -14.0 283 -28.5 279 -13.04 284 291.3
293 LIU Brooklyn NEC -8.43 289 0.4402 279 -15.8 306 -33.0 292 -15.18 309 293.85
294 Columbia Ivy -6.14 258 0.4267 303 -15.0 296 -40.3 308 -13.77 295 294.0
295 Ill.-Chicago Horizon -8.02 286 0.4276 301 -15.2 297 -28.3 278 -13.98 300 294.3
296 N.C. A&T MEAC -14.92 335 0.4144 320 -13.5 268 -21.6 256 -12.85 282 294.65
297 Incarnate Word Southland -11.04 308 0.4305 293 -14.1 286 -41.2 309 -13.23 287 295.05
298 Manhattan MAAC -8.98 294 0.4346 288 -15.8 305 -31.5 288 -14.62 303 295.3
299 Green Bay Horizon -7.51 281 0.4204 313 -14.9 295 -28.9 281 -13.7 293 295.8
300 Drexel CAA -7.35 277 0.4407 277 -16.7 315 -38.4 304 -15.3 315 296.25
301 Rice C-USA -5.24 242 0.4222 310 -15.7 301 -43.6 318 -13.83 297 296.6
302 Bethune-Cookman MEAC -13.37 328 0.4121 324 -14.0 280 -17.7 243 -13.28 289 296.65
303 UC Riverside Big West -8.38 288 0.4414 274 -16.6 312 -47.0 322 -15.21 310 298.1
304 Delaware CAA -7.86 284 0.4406 278 -17.2 320 -35.7 298 -15.68 318 298.3
305 Central Conn. St. NEC -11.96 316 0.4282 300 -15.7 303 -26.9 275 -14.73 306 300.45
306 James Madison CAA -5.35 243 0.4367 285 -17.8 331 -42.8 314 -16.4 327 300.65
307 Sacred Heart NEC -11.3 309 0.4263 305 -15.4 299 -32.3 291 -14.53 302 301.7
308 Jackson St. SWAC -13.06 327 0.4241 307 -15.7 302 -24.8 268 -14.68 305 302.75
309 Detroit Mercy Horizon -9.91 303 0.4312 290 -16.4 311 -38.7 305 -15.29 313 303.0
310 USC Upstate A-Sun -10.35 305 0.4205 312 -14.9 294 -39.6 307 -13.76 294 303.0
311 American Patriot -10.74 307 0.4304 294 -16.3 309 -37.8 302 -15.26 311 303.55
312 Charlotte C-USA -6.87 269 0.4164 318 -15.7 304 -43.0 315 -13.91 299 303.6
313 Loyola Maryland Patriot -8.57 290 0.4296 298 -17.0 319 -42.5 313 -15.96 321 307.85
314 Northwestern St. Southland -12.17 320 0.4129 322 -14.5 289 -43.6 317 -13.57 292 308.35
315 Eastern Ky. OVC -9.2 297 0.4274 302 -17.3 323 -42.3 312 -15.75 319 310.35
316 Norfolk St. MEAC -14.14 331 0.4179 316 -15.8 307 -31.5 287 -15.01 308 310.5
317 San Jose St. MWC -6.2 261 0.4074 326 -16.8 317 -56.1 339 -14.67 304 312.0
318 Howard MEAC -13.46 329 0.4202 314 -16.3 310 -37.9 303 -15.29 314 313.8
319 Western Caro. Southern -14.59 334 0.4308 292 -17.5 325 -41.9 310 -16.05 324 314.0
320 Northern Ariz. Big Sky -11.54 311 0.4283 299 -17.3 321 -53.0 333 -15.98 322 314.9
321 Stetson A-Sun -12.49 322 0.4054 330 -15.9 308 -38.7 306 -14.85 307 316.2
322 Dartmouth Ivy -9.74 301 0.4086 325 -16.6 314 -44.9 319 -15.46 316 316.5
323 Sacramento St. Big Sky -9.7 300 0.4298 297 -18.3 333 -51.2 328 -16.92 333 316.5
324 Pepperdine WCC -9.02 295 0.4128 323 -16.9 318 -52.8 332 -15.28 312 316.95
325 SIUE OVC -11.94 315 0.4264 304 -17.6 327 -45.8 321 -16.28 326 317.2
326 VMI Southern -14.33 333 0.4056 328 -17.3 322 -42.1 311 -16.02 323 324.0
327 Jacksonville A-Sun -12.57 324 0.398 335 -16.6 313 -51.6 329 -15.51 317 324.45
328 CSUN Big West -9.3 298 0.4132 321 -18.7 336 -54.4 336 -17.48 335 325.6
329 UMES MEAC -19.14 346 0.4032 332 -16.7 316 -47.2 323 -15.76 320 327.15
330 Quinnipiac MAAC -11.54 312 0.3979 336 -17.7 329 -45.2 320 -16.71 331 327.6
331 Little Rock Sunbelt -9.92 304 0.4144 319 -19.7 343 -58.5 341 -18.05 338 328.65
332 Idaho St. Big Sky -12.2 321 0.3951 338 -17.6 326 -47.8 324 -16.52 328 328.95
333 The Citadel Southern -15.55 338 0.4067 327 -17.8 330 -50.1 326 -16.66 329 329.5
334 Bryant NEC -12.51 323 0.4177 317 -19.3 340 -53.6 334 -18.17 340 329.65
335 McNeese Southland -13.57 330 0.4003 334 -17.4 324 -54.8 338 -16.28 325 330.2
336 Youngstown St. Horizon -11.7 313 0.3958 337 -18.1 332 -54.7 337 -16.88 332 331.4
337 Presbyterian Big South -17.9 342 0.392 339 -17.6 328 -48.5 325 -16.71 330 333.35
338 Lafayette Patriot -12.16 318 0.4054 329 -19.5 341 -57.8 340 -18.51 342 334.0
339 Mississippi Val. SWAC -16.97 339 0.4032 331 -19.2 338 -52.1 331 -17.82 337 334.8
340 St. Francis Brooklyn NEC -15.05 337 0.4013 333 -19.2 337 -58.6 343 -18.37 341 337.5
341 Alabama St. SWAC -17.72 341 0.39 342 -18.6 335 -54.3 335 -17.68 336 338.2
342 Hartford Am. East -15.02 336 0.3904 341 -19.7 342 -51.0 327 -18.64 343 338.75
343 South Carolina St. MEAC -19.29 347 0.3822 347 -18.3 334 -51.8 330 -17.33 334 339.25
344 Marist MAAC -12.7 326 0.3917 340 -19.9 344 -58.5 342 -19.08 346 340.2
345 Coppin St. MEAC -18.39 343 0.3882 343 -19.2 339 -60.7 344 -18.13 339 341.55
346 Maine Am. East -14.24 332 0.3857 345 -20.6 346 -63.6 346 -19.38 347 343.8
347 Florida A&M MEAC -18.77 345 0.3878 344 -20.2 345 -62.2 345 -18.97 344 344.5
348 Chicago St. WAC -19.9 348 0.384 346 -20.9 347 -72.5 348 -19.07 345 346.6
349 Longwood Big South -21.76 349 0.3765 348 -22.0 348 -75.7 349 -20.98 348 348.3
350 Ark.-Pine Bluff SWAC -18.54 344 0.3703 349 -22.6 350 -72.0 347 -21.57 350 348.35
351 Delaware St. MEAC -22.28 351 0.3486 350 -22.5 349 -76.9 350 -21.5 349 349.75
352 Alabama A&M SWAC -22.13 350 0.3466 351 -23.0 351 -79.0 351 -21.9 351 350.85