Complete Selection Sunday Resume Rankings

Short version of the headlines:

1. If Wisconsin wins, Duke probably deserves the final #1-seed ahead of Virginia.

2. Temple has the 48th best overall resume, and would be the team I would have out if Connecticut wins today.

3. While I’d love to see Murray St. make it, their resume is just a bit below average (for At-Large selection to the dance)

4. BYU and Texas have better overall resumes than it would appear at first glance.

5. Boise St.’s and Cincinnati’s resumes are quite a bit worse than you’d think just be looking at them. They are benefiting from the vagaries of the RPI more than anyone else in the running for a bid. I’d love to see Murray St. get one of those bids instead.

WAB is Wins-over-Bubble. For example, a bubble squad would expect to average around 22 wins vs. the Arizona’s complete schedule (counting the Pac 12 tournament).

Bubble percentile is how likely your record is better than that of an an average bubble team facing your schedule. Apologies for using so many significant digits, but that helps us see just how hard it would be to do what the elite teams have done. Duke’s record is a bit better than that of Arizona or Virginia, given their schedule was quite difficult.

These rankings are not designed to tell you who the best teams are. This tells you only how impressive each resume is, and how hard it would be to accomplish what each team has done. Finally, to clear up any confusion, remember WAB is a counting stat, Percentile is a rate stat, so a team like Gonzaga might have a record that’s harder to pull off, while being fewer Wins-Above-Bubble than a team with a tougher schedule, but significantly worse record, like Kansas.

And yes, I am counting Tulsa’s loss to Southeast Oklahoma State. Every. Game. Counts.

For a more detailed explanation, go here:

https://sethburn.wordpress.com/2015/03/04/every-game-counts-bubble-percentile-texas-cincinnati-march-4th-edition/

Teams in italics have a game today and don’t have final numbers. Teams in bold have earned an automatic bid.

Rank School Average WAB Average Bubble Percentile
1 Kentucky 13.52 100.0000%
2 Villanova 10.99 99.9997%
3 Wisconsin 10.28 99.9988%
4 Duke 10.14 99.9978%
5 Virginia 9.44 99.9960%
6 Arizona 8.96 99.9920%
7 Gonzaga 8.12 99.9849%
8 Kansas 9.40 99.9759%
9 Notre Dame 7.94 99.9541%
10 Iowa St. 7.18 99.7295%
11 Maryland 6.81 99.7132%
12 Northern Iowa 5.17 99.1646%
13 Louisville 5.61 99.1278%
14 North Carolina 6.02 98.8755%
15 Baylor 5.43 98.2577%
16 Wichita St. 4.21 97.3076%
17 West Virginia 4.68 96.9132%
18 Arkansas 4.66 96.9080%
19 Oklahoma 4.27 95.2960%
20 Georgetown 3.69 92.8404%
21 Oregon 3.51 92.1637%
22 Providence 3.42 90.8109%
23 SMU 3.05 90.3393%
24 Michigan St. 3.23 89.5082%
25 Utah 2.94 88.9203%
26 VCU 3.01 88.2803%
27 Butler 2.98 88.2419%
28 St. John’s 2.47 84.3012%
29 Ohio St. 2.41 82.5804%
30 Iowa 2.11 79.9551%
31 Dayton 2.04 79.7082%
32 Georgia 1.75 75.3406%
33 Colorado St. 1.58 74.8681%
34 San Diego St. 1.63 74.6598%
35 Davidson 1.52 74.6359%
36 North Carolina St. 1.66 73.8665%
37 BYU 1.50 73.0663%
38 Stephen F. Austin 1.21 72.7395%
39 Texas 1.54 72.4682%
40 Xavier 1.23 67.7073%
41 Purdue 1.10 66.4005%
42 LSU 0.91 63.7766%
43 Valparaiso 0.44 56.9973%
44 Indiana 0.36 55.4277%
45 Miami FL 0.33 54.8979%
46 Oklahoma St. 0.23 53.6144%
47 UCLA 0.11 51.2377%
48 Temple 0.01 49.4403%
49 Mississippi -0.18 46.7488%
50 Texas A&M -0.19 46.3082%
51 Saint Mary’s -0.17 46.1669%
52 Murray St. -0.17 44.8610%
53 Old Dominion -0.25 44.1494%
54 Cincinnati -0.41 42.5727%
55 Syracuse -0.72 38.0972%
56 Rhode Island -0.66 37.8716%
57 Boise St. -0.65 37.4707%
58 Wofford -0.70 34.9817%
59 Illinois -1.03 33.7211%
60 Buffalo -1.18 29.1809%
61 Stanford -1.36 28.6603%
62 Tulsa -1.29 28.1819%
63 Wyoming -1.28 28.1049%
64 Alabama -1.62 25.4313%
65 Pittsburgh -1.83 23.2978%
66 Harvard -1.51 21.9992%
67 Vanderbilt -1.90 21.8158%
68 Green Bay -1.68 21.0318%
69 UC Davis -1.54 20.5128%
70 Florida -2.25 19.4456%
71 Michigan -2.26 18.1309%
72 TCU -2.25 17.6155%
73 Connecticut -2.42 15.8599%
74 Kansas St. -2.58 15.2437%
75 South Carolina -2.77 13.5168%
76 Clemson -2.83 13.1172%
77 George Washington -2.69 12.7496%
78 Central Michigan -2.42 12.1980%
79 Minnesota -2.96 11.8601%
80 Louisiana Tech -2.56 11.4817%
81 Seton Hall -2.97 11.4610%
82 California -2.96 11.1816%
83 Tennessee -3.16 10.9555%
84 UTEP -2.82 10.0008%
85 Illinois St. -2.99 9.8571%
86 Florida St. -3.34 9.5134%
87 Iona -2.84 9.0206%
88 Penn St. -3.45 9.0118%
89 Richmond -3.46 8.2589%
90 Arizona St. -3.46 8.2391%
91 Northwestern -4.13 4.9828%
92 Memphis -3.93 4.9746%
93 Oregon St. -4.11 4.1158%
94 Sam Houston St. -3.45 3.6811%
95 Kent St. -4.10 3.5134%
96 Albany -3.73 3.0840%
97 Washington -4.51 3.0184%
98 Pepperdine -4.29 2.8722%
99 Georgia St. -3.99 2.7855%
100 Eastern Washington -3.91 2.5057%
101 Yale -4.34 2.4622%
102 Massachusetts -5.04 2.4150%
103 Marquette -5.02 2.2469%
104 UNLV -4.91 2.1207%
105 Evansville -4.70 1.7042%
106 St. Bonaventure -5.08 1.5766%
107 North Carolina Central -3.75 1.5004%
108 Toledo -5.45 1.2568%
109 Belmont -4.80 1.2529%
110 North Dakota St. -4.53 1.2360%
111 Colorado -5.75 1.1442%
112 Bowling Green -5.12 1.1166%
113 Hawaii -5.48 1.1092%
114 Chattanooga -4.66 1.0914%
115 Boston College -5.77 1.0480%
116 La Salle -5.68 1.0293%
117 Georgia Southern -4.40 1.0139%
118 Northeastern -5.41 0.9552%
119 Texas Tech -5.82 0.9527%
120 New Mexico St. -4.87 0.8875%
121 UC Irvine -5.55 0.7556%
122 Loyola Chicago -5.36 0.7474%
123 Creighton -6.11 0.7473%
124 High Point -4.89 0.7133%
125 Nebraska -6.14 0.6932%
126 Georgia Tech -6.23 0.6873%
127 Wake Forest -6.18 0.6591%
128 Auburn -6.70 0.6100%
129 UC Santa Barbara -6.02 0.5464%
130 Western Kentucky -5.72 0.5332%
131 Florida Gulf Coast -5.31 0.5290%
132 Akron -6.35 0.5157%
133 South Dakota St. -5.38 0.4642%
134 James Madison -6.07 0.3808%
135 Coastal Carolina -5.31 0.3620%
136 Eastern Michigan -6.31 0.3454%
137 Western Michigan -6.43 0.3328%
138 Utah St. -6.20 0.3279%
139 UAB -6.51 0.3206%
140 Rider -5.81 0.3136%
141 Portland -6.38 0.3089%
142 Stony Brook -6.15 0.2120%
143 William & Mary -6.43 0.1920%
144 San Diego -7.07 0.1503%
145 DePaul -7.71 0.1140%
146 Washington St. -7.73 0.0824%
147 Eastern Kentucky -6.32 0.0615%
148 Texas Southern -6.73 0.0597%
149 Cleveland St. -7.38 0.0539%
150 North Florida -6.65 0.0531%
151 St. Francis NY -6.98 0.0489%
152 Long Beach St. -8.32 0.0483%
153 Radford -6.90 0.0429%
154 Lafayette -7.25 0.0413%
155 New Mexico -8.34 0.0274%
156 Mississippi St. -8.58 0.0261%
157 Charleston Southern -7.08 0.0252%
158 Northwestern St. -6.94 0.0235%
159 Montana -7.42 0.0229%
160 Louisiana Monroe -7.55 0.0220%
161 Oakland -8.31 0.0194%
162 NJIT -6.86 0.0177%
163 USC -9.33 0.0153%
164 Sacramento St. -7.12 0.0153%
165 UNC Wilmington -7.92 0.0151%
166 Middle Tennessee -8.87 0.0151%
167 Santa Clara -8.77 0.0138%
168 Rutgers -9.52 0.0109%
169 Indiana St. -8.37 0.0109%
170 Hofstra -8.23 0.0102%
171 San Francisco -9.05 0.0083%
172 Tulane -8.73 0.0081%
173 Incarnate Word -6.92 0.0076%
174 Manhattan -8.48 0.0073%
175 Missouri -9.54 0.0063%
176 Louisiana Lafayette -8.43 0.0054%
177 Saint Joseph’s -9.21 0.0053%
178 Tennessee Martin -7.91 0.0052%
179 Gardner Webb -8.58 0.0051%
180 Bucknell -8.78 0.0048%
181 USC Upstate -7.70 0.0048%
182 Robert Morris -8.88 0.0033%
183 Princeton -8.93 0.0033%
184 Norfolk St. -8.29 0.0027%
185 Virginia Tech -9.99 0.0025%
186 Northern Illinois -9.49 0.0025%
187 Oral Roberts -9.01 0.0023%
188 Canisius -9.20 0.0022%
189 Fresno St. -9.77 0.0018%
190 Columbia -9.17 0.0017%
191 Texas A&M Corpus Chris -8.56 0.0017%
192 Monmouth -9.56 0.0017%
193 Eastern Illinois -9.25 0.0015%
194 Alabama St. -7.46 0.0014%
195 New Hampshire -8.59 0.0012%
196 Vermont -8.89 0.0010%
197 Northern Arizona -9.59 0.0007%
198 Dartmouth -9.47 0.0007%
199 Milwaukee -9.75 0.0006%
200 UT Arlington -9.50 0.0005%
201 Lehigh -9.43 0.0005%
202 Grand Canyon -9.04 0.0005%
203 Quinnipiac -10.02 0.0004%
204 East Tennessee St. -9.73 0.0004%
205 Air Force -10.28 0.0003%
206 Charlotte -10.99 0.0003%
207 North Texas -10.59 0.0003%
208 Detroit -11.08 0.0002%
209 Mercer -10.37 0.0002%
210 IPFW -9.78 0.0002%
211 Cal Poly -10.37 0.0002%
212 UCF -10.70 0.0002%
213 Duquesne -11.11 0.0002%
214 Winthrop -9.61 0.0002%
215 East Carolina -11.18 0.0001%
216 Bryant -10.50 0.0001%
217 Pacific -11.03 0.0001%
218 Mount St. Mary’s -10.25 0.0001%
219 Miami OH -11.88 0.0001%
220 Houston -11.66 0.0001%
221 Maryland Eastern Shore -10.10 0.0000%
222 George Mason -12.08 0.0000%
223 UC Riverside -11.22 0.0000%
224 South Dakota -11.26 0.0000%
225 Saint Louis -12.30 0.0000%
226 American -11.61 0.0000%
227 Morehead St. -11.62 0.0000%
228 Cornell -11.58 0.0000%
229 Seattle -10.74 0.0000%
230 Fordham -12.53 0.0000%
231 Portland St. -10.63 0.0000%
232 UTSA -11.15 0.0000%
233 Ohio -12.90 0.0000%
234 St. Francis PA -11.25 0.0000%
235 Army -11.15 0.0000%
236 Colgate -12.33 0.0000%
237 FIU -12.12 0.0000%
238 Holy Cross -11.97 0.0000%
239 Brown -12.48 0.0000%
240 Hartford -11.58 0.0000%
241 Lamar -10.70 0.0000%
242 Loyola Marymount -13.43 0.0000%
243 Missouri St. -12.76 0.0000%
244 Northern Colorado -11.54 0.0000%
245 Boston University -12.23 0.0000%
246 Denver -12.62 0.0000%
247 Western Carolina -12.44 0.0000%
248 Appalachian St. -12.51 0.0000%
249 McNeese St. -11.43 0.0000%
250 Texas St. -12.42 0.0000%
251 Drexel -13.24 0.0000%
252 Elon -12.89 0.0000%
253 Saint Peter’s -13.36 0.0000%
254 Weber St. -12.12 0.0000%
255 Southeast Missouri St. -12.38 0.0000%
256 Arkansas Little Rock -12.90 0.0000%
257 UNC Asheville -12.36 0.0000%
258 Penn -13.11 0.0000%
259 Northern Kentucky -12.22 0.0000%
260 Drake -13.84 0.0000%
261 South Florida -14.57 0.0000%
262 SIU Edwardsville -12.46 0.0000%
263 Southern Illinois -13.60 0.0000%
264 Southern -12.71 0.0000%
265 Sacred Heart -13.07 0.0000%
266 Delaware St. -13.14 0.0000%
267 Marshall -14.20 0.0000%
268 Hampton -13.10 0.0000%
269 Idaho -13.09 0.0000%
270 Navy -13.82 0.0000%
271 UMass Lowell -12.94 0.0000%
272 Rice -14.20 0.0000%
273 LIU Brooklyn -13.90 0.0000%
274 Arkansas St. -13.69 0.0000%
275 Delaware -14.28 0.0000%
276 Wright St. -14.49 0.0000%
277 Southern Miss -14.32 0.0000%
278 Howard -12.93 0.0000%
279 Siena -14.95 0.0000%
280 Lipscomb -13.19 0.0000%
281 Tennessee Tech -13.79 0.0000%
282 Houston Baptist -12.59 0.0000%
283 Bradley -15.49 0.0000%
284 Loyola MD -14.76 0.0000%
285 Nebraska Omaha -13.62 0.0000%
286 Nevada -15.22 0.0000%
287 Prairie View A&M -14.06 0.0000%
288 Samford -14.93 0.0000%
289 IUPUI -15.57 0.0000%
290 New Orleans -14.55 0.0000%
291 Jacksonville St. -14.67 0.0000%
292 VMI -14.70 0.0000%
293 Troy -14.76 0.0000%
294 Utah Valley -14.87 0.0000%
295 Nicholls St. -14.91 0.0000%
296 UMKC -15.12 0.0000%
297 Towson -15.12 0.0000%
298 Cal St. Bakersfield -15.13 0.0000%
299 The Citadel -15.25 0.0000%
300 Florida Atlantic -15.31 0.0000%
301 Southern Utah -15.50 0.0000%
302 Youngstown St. -15.57 0.0000%
303 South Alabama -15.97 0.0000%
304 Wagner -16.04 0.0000%
305 Western Illinois -16.13 0.0000%
306 Ball St. -16.22 0.0000%
307 Arkansas Pine Bluff -16.35 0.0000%
308 Cal St. Fullerton -16.64 0.0000%
309 Niagara -16.66 0.0000%
310 Cal St. Northridge -16.67 0.0000%
311 Furman -16.80 0.0000%
312 Fairleigh Dickinson -17.00 0.0000%
313 UNC Greensboro -17.12 0.0000%
314 Alabama A&M -17.17 0.0000%
315 Abilene Christian -17.23 0.0000%
316 Illinois Chicago -17.28 0.0000%
317 Austin Peay -17.30 0.0000%
318 College of Charleston -17.37 0.0000%
319 Texas Pan American -17.40 0.0000%
320 Jackson St. -17.64 0.0000%
321 Campbell -17.68 0.0000%
322 Kennesaw St. -17.68 0.0000%
323 Presbyterian -17.70 0.0000%
324 Savannah St. -17.70 0.0000%
325 North Dakota -17.80 0.0000%
326 Bethune Cookman -18.17 0.0000%
327 Fairfield -18.25 0.0000%
328 Montana St. -18.30 0.0000%
329 Stetson -18.36 0.0000%
330 South Carolina St. -18.37 0.0000%
331 Coppin St. -18.41 0.0000%
332 Jacksonville -18.42 0.0000%
333 Southeastern Louisiana -18.45 0.0000%
334 Longwood -18.75 0.0000%
335 Chicago St. -19.40 0.0000%
336 North Carolina A&T -19.47 0.0000%
337 Idaho St. -19.72 0.0000%
338 Morgan St. -20.21 0.0000%
339 Marist -20.28 0.0000%
340 Liberty -20.48 0.0000%
341 Binghamton -20.80 0.0000%
342 Tennessee St. -21.00 0.0000%
343 San Jose St. -21.01 0.0000%
344 UMBC -21.62 0.0000%
345 Central Connecticut -22.01 0.0000%
346 Maine -22.39 0.0000%
347 Mississippi Valley St. -22.47 0.0000%
348 Alcorn St. -22.80 0.0000%
349 Central Arkansas -22.96 0.0000%
350 Grambling St. -23.79 0.0000%
351 Florida A&M -23.89 0.0000%

WAB by rating system:

Rank School KenPom-WAB BPI-WAB Sagarin-WAB Massey-WAB
1 Kentucky 13.16 13.48 13.55 13.87
2 Villanova 10.77 10.75 11.16 11.29
3 Wisconsin 9.94 10.15 10.77 10.27
4 Duke 9.71 10.04 10.2 10.59
5 Virginia 8.9 9.4 9.56 9.91
6 Arizona 9.03 8.93 9.09 8.79
7 Gonzaga 8.01 7.88 8.16 8.41
8 Kansas 9.26 9.03 9.93 9.38
9 Notre Dame 7.36 7.76 8.21 8.41
10 Iowa St. 6.94 7.09 7.52 7.17
11 Maryland 6.44 6.74 7.35 6.69
12 Northern Iowa 5.25 5.21 5.11 5.12
13 Louisville 5.16 5.47 5.93 5.88
14 North Carolina 5.52 5.89 6.32 6.34
15 Baylor 5.2 5.3 5.74 5.47
16 Wichita St. 4.25 4.33 4.16 4.09
17 West Virginia 4.5 4.39 5.02 4.82
18 Arkansas 4.41 4.52 4.57 5.12
19 Oklahoma 4.06 4.01 4.7 4.29
20 Georgetown 3.43 3.51 3.87 3.95
21 Oregon 3.52 3.55 3.64 3.31
22 Providence 3.13 3.38 3.4 3.77
23 SMU 3.22 3.07 2.85 3.04
24 Michigan St. 2.71 3.2 3.65 3.34
25 Utah 3.02 2.99 3 2.74
26 VCU 3.14 3.17 2.82 2.91
27 Butler 2.69 2.83 3.14 3.27
28 St. John’s 2.19 2.34 2.68 2.67
29 Ohio St. 1.98 2.32 2.86 2.49
30 Iowa 1.7 2.04 2.57 2.14
31 Dayton 2.03 2.08 1.89 2.16
32 Georgia 1.31 1.86 1.73 2.1
33 Colorado St. 1.83 1.45 1.8 1.22
34 San Diego St. 1.74 1.54 1.88 1.37
35 Davidson 1.54 1.66 1.44 1.43
36 North Carolina St. 1.27 1.53 1.9 1.93
37 BYU 1.38 1.24 1.68 1.69
38 Stephen F. Austin 1.4 1.13 1.19 1.1
39 Texas 1.36 1.45 1.82 1.51
40 Xavier 1.06 1.08 1.3 1.48
41 Purdue 0.6 1.1 1.52 1.17
42 LSU 0.61 0.99 0.81 1.21
43 Valparaiso 0.64 0.42 0.36 0.35
44 Indiana -0.17 0.59 0.71 0.32
45 Miami FL -0.09 0.21 0.47 0.74
46 Oklahoma St. 0.09 -0.01 0.64 0.21
47 UCLA 0.14 0.07 0.29 -0.07
48 Temple 0.17 0.05 -0.16 -0.02
49 Mississippi -0.35 -0.28 -0.26 0.18
50 Texas A&M -0.4 -0.36 -0.13 0.13
51 Saint Mary’s -0.27 -0.44 -0.11 0.15
52 Murray St. -0.02 -0.21 -0.22 -0.22
53 Old Dominion -0.08 -0.24 -0.26 -0.43
54 Cincinnati -0.26 -0.28 -0.55 -0.53
55 Syracuse -1.05 -0.96 -0.61 -0.26
56 Rhode Island -0.79 -0.46 -0.81 -0.59
57 Boise St. -0.56 -0.74 -0.46 -0.84
58 Wofford -0.8 -0.47 -0.68 -0.83
59 Illinois -1.42 -1.16 -0.66 -0.87
60 Buffalo -1.02 -1.14 -1.18 -1.37
61 Stanford -1.33 -1.38 -1.21 -1.53
62 Tulsa -1.1 -1.28 -1.44 -1.33
63 Wyoming -1.03 -1.44 -1.07 -1.57
64 Alabama -1.85 -1.54 -1.68 -1.39
65 Pittsburgh -2.2 -2.1 -1.64 -1.39
66 Harvard -1.39 -1.57 -1.59 -1.48
67 Vanderbilt -2.24 -2.05 -1.9 -1.42
68 Green Bay -1.5 -1.7 -1.83 -1.67
69 UC Davis -1.53 -1.52 -1.58 -1.54
70 Florida -2.56 -2.23 -2.5 -1.71
71 Michigan -2.66 -2.26 -1.79 -2.33
72 TCU -2.53 -2.3 -2.03 -2.15
73 Connecticut -2.23 -2.48 -2.42 -2.55
74 Kansas St. -2.79 -2.81 -2.17 -2.53
75 South Carolina -3.1 -2.8 -2.87 -2.32
76 Clemson -3.29 -2.87 -2.91 -2.26
77 George Washington -2.71 -2.48 -2.71 -2.85
78 Central Michigan -2.29 -2.37 -2.39 -2.61
79 Minnesota -3.46 -2.93 -2.5 -2.93
80 Louisiana Tech -2.38 -2.6 -2.53 -2.71
81 Seton Hall -3.12 -3.07 -2.91 -2.77
82 California -2.87 -3.02 -2.82 -3.13
83 Tennessee -3.54 -3.22 -3.24 -2.65
84 UTEP -2.63 -2.83 -2.73 -3.1
85 Illinois St. -2.83 -2.65 -3.32 -3.17
86 Florida St. -3.8 -3.52 -3.21 -2.83
87 Iona -2.8 -2.88 -2.93 -2.74
88 Penn St. -3.91 -3.47 -2.92 -3.48
89 Richmond -3.46 -3.34 -3.62 -3.42
90 Arizona St. -3.47 -3.47 -3.36 -3.55
91 Northwestern -4.5 -3.93 -3.88 -4.21
92 Memphis -3.66 -3.97 -4.11 -3.98
93 Oregon St. -4.09 -4.16 -4 -4.19
94 Sam Houston St. -3.31 -3.49 -3.66 -3.33
95 Kent St. -3.97 -4.03 -4.16 -4.24
96 Albany -3.55 -3.8 -3.75 -3.81
97 Washington -4.43 -4.6 -4.23 -4.76
98 Pepperdine -4.39 -4.48 -4.17 -4.12
99 Georgia St. -3.89 -3.98 -4.06 -4.02
100 Eastern Washington -3.86 -3.89 -3.96 -3.94
101 Yale -4.2 -4.42 -4.5 -4.23
102 Massachusetts -5.05 -5.04 -5.27 -4.81
103 Marquette -5.3 -5.09 -4.85 -4.83
104 UNLV -4.61 -5.16 -4.74 -5.13
105 Evansville -4.51 -4.57 -4.92 -4.78
106 St. Bonaventure -5.01 -4.86 -5.27 -5.19
107 North Carolina Central -3.78 -3.61 -3.87 -3.75
108 Toledo -5.27 -5.42 -5.5 -5.6
109 Belmont -4.64 -4.74 -4.87 -4.96
110 North Dakota St. -4.36 -4.65 -4.47 -4.65
111 Colorado -5.74 -5.75 -5.62 -5.9
112 Bowling Green -4.95 -5.07 -5.17 -5.3
113 Hawaii -5.4 -5.5 -5.53 -5.48
114 Chattanooga -4.68 -4.37 -4.82 -4.76
115 Boston College -6.21 -5.91 -5.62 -5.33
116 La Salle -5.63 -5.58 -5.82 -5.7
117 Georgia Southern -4.34 -4.45 -4.41 -4.38
118 Northeastern -5.43 -5.48 -5.33 -5.4
119 Texas Tech -5.98 -6.11 -5.44 -5.74
120 New Mexico St. -4.92 -4.63 -4.81 -5.11
121 UC Irvine -5.44 -5.57 -5.61 -5.57
122 Loyola Chicago -5.22 -5.13 -5.66 -5.43
123 Creighton -6.32 -6.22 -5.91 -5.99
124 High Point -4.87 -4.65 -5 -5.02
125 Nebraska -6.46 -6.2 -5.73 -6.15
126 Georgia Tech -6.69 -6.24 -6.18 -5.8
127 Wake Forest -6.59 -6.2 -6.1 -5.81
128 Auburn -6.89 -6.89 -6.74 -6.29
129 UC Santa Barbara -5.91 -6 -6.13 -6.03
130 Western Kentucky -5.69 -5.62 -5.61 -5.94
131 Florida Gulf Coast -5.33 -5.24 -5.31 -5.34
132 Akron -6.2 -6.37 -6.35 -6.48
133 South Dakota St. -5.18 -5.4 -5.45 -5.5
134 James Madison -6.06 -6.1 -5.94 -6.17
135 Coastal Carolina -5.18 -5.08 -5.65 -5.34
136 Eastern Michigan -6.19 -6.24 -6.33 -6.48
137 Western Michigan -6.23 -6.5 -6.35 -6.64
138 Utah St. -6.06 -6.38 -6.04 -6.31
139 UAB -6.47 -6.47 -6.41 -6.7
140 Rider -5.83 -5.9 -5.79 -5.72
141 Portland -6.51 -6.45 -6.33 -6.21
142 Stony Brook -6.05 -6.27 -6.1 -6.17
143 William & Mary -6.43 -6.51 -6.31 -6.46
144 San Diego -7.17 -7.28 -6.97 -6.85
145 DePaul -7.86 -7.88 -7.58 -7.53
146 Washington St. -7.72 -7.75 -7.49 -7.95
147 Eastern Kentucky -6.33 -6.26 -6.37 -6.32
148 Texas Southern -6.87 -6.37 -6.86 -6.8
149 Cleveland St. -7.28 -7.3 -7.48 -7.45
150 North Florida -6.72 -6.57 -6.67 -6.63
151 St. Francis NY -7 -6.65 -7.18 -7.07
152 Long Beach St. -8.29 -8.52 -8.24 -8.21
153 Radford -6.76 -6.73 -7.12 -6.98
154 Lafayette -7.14 -7.34 -7.31 -7.19
155 New Mexico -8.14 -8.42 -8.22 -8.56
156 Mississippi St. -9.03 -8.19 -8.81 -8.28
157 Charleston Southern -7.09 -6.82 -7.32 -7.07
158 Northwestern St. -6.8 -7 -7.07 -6.88
159 Montana -7.36 -7.48 -7.39 -7.46
160 Louisiana Monroe -7.44 -7.6 -7.6 -7.57
161 Oakland -8.17 -8.34 -8.42 -8.29
162 NJIT -6.77 -6.84 -7.1 -6.73
163 USC -9.23 -9.41 -9.12 -9.54
164 Sacramento St. -7.14 -7.09 -7.2 -7.06
165 UNC Wilmington -8.04 -7.96 -7.7 -7.98
166 Middle Tennessee -8.73 -8.77 -8.9 -9.08
167 Santa Clara -8.96 -8.9 -8.69 -8.51
168 Rutgers -9.94 -9.52 -9.15 -9.48
169 Indiana St. -8.37 -8.17 -8.46 -8.49
170 Hofstra -8.25 -8.27 -8.19 -8.22
171 San Francisco -9.21 -9.12 -9.08 -8.8
172 Tulane -8.58 -8.73 -8.83 -8.78
173 Incarnate Word -6.78 -6.94 -7 -6.94
174 Manhattan -8.5 -8.54 -8.38 -8.51
175 Missouri -9.81 -9.75 -9.42 -9.19
176 Louisiana Lafayette -8.28 -8.51 -8.5 -8.41
177 Saint Joseph’s -9.12 -9.21 -9.36 -9.13
178 Tennessee Martin -7.82 -7.9 -7.95 -7.96
179 Gardner Webb -8.55 -8.23 -8.86 -8.66
180 Bucknell -8.75 -8.84 -8.82 -8.7
181 USC Upstate -7.68 -7.7 -7.78 -7.62
182 Robert Morris -8.79 -8.87 -8.99 -8.85
183 Princeton -8.82 -8.95 -9.05 -8.91
184 Norfolk St. -8.13 -8.39 -8.39 -8.24
185 Virginia Tech -10.42 -10 -9.96 -9.59
186 Northern Illinois -9.43 -9.32 -9.56 -9.64
187 Oral Roberts -8.82 -9.09 -8.94 -9.19
188 Canisius -9.06 -9.38 -9.18 -9.18
189 Fresno St. -9.67 -9.84 -9.63 -9.95
190 Columbia -8.95 -9.31 -9.33 -9.09
191 Texas A&M Corpus Chris -8.45 -8.37 -8.76 -8.67
192 Monmouth -9.51 -9.7 -9.51 -9.53
193 Eastern Illinois -9.01 -9.31 -9.3 -9.38
194 Alabama St. -7.61 -6.95 -7.66 -7.63
195 New Hampshire -8.49 -8.68 -8.57 -8.61
196 Vermont -8.75 -8.96 -8.95 -8.91
197 Northern Arizona -9.54 -9.63 -9.56 -9.61
198 Dartmouth -9.26 -9.6 -9.6 -9.42
199 Milwaukee -9.64 -9.77 -9.84 -9.76
200 UT Arlington -9.4 -9.54 -9.55 -9.51
201 Lehigh -9.44 -9.33 -9.45 -9.49
202 Grand Canyon -9.06 -8.84 -9.06 -9.18
203 Quinnipiac -9.91 -10.14 -9.99 -10.02
204 East Tennessee St. -9.7 -9.48 -9.9 -9.83
205 Air Force -10.11 -10.43 -10.07 -10.51
206 Charlotte -11 -11 -10.81 -11.13
207 North Texas -10.55 -10.4 -10.57 -10.83
208 Detroit -10.84 -11.08 -11.25 -11.15
209 Mercer -10.51 -10.05 -10.49 -10.42
210 IPFW -9.64 -9.85 -9.81 -9.8
211 Cal Poly -10.35 -10.38 -10.46 -10.3
212 UCF -10.55 -10.65 -10.79 -10.79
213 Duquesne -11.14 -10.93 -11.18 -11.17
214 Winthrop -9.59 -9.32 -9.91 -9.63
215 East Carolina -10.96 -11.18 -11.29 -11.27
216 Bryant -10.25 -10.5 -10.73 -10.5
217 Pacific -11.2 -11.13 -10.92 -10.85
218 Mount St. Mary’s -10.2 -10.02 -10.5 -10.27
219 Miami OH -11.84 -11.77 -11.8 -12.11
220 Houston -11.53 -11.45 -11.8 -11.87
221 Maryland Eastern Shore -10 -9.99 -10.29 -10.13
222 George Mason -12.02 -11.96 -12.2 -12.15
223 UC Riverside -11.05 -11.3 -11.24 -11.27
224 South Dakota -11.05 -11.31 -11.26 -11.42
225 Saint Louis -12.16 -12.26 -12.39 -12.39
226 American -11.59 -11.51 -11.66 -11.66
227 Morehead St. -11.43 -11.57 -11.64 -11.84
228 Cornell -11.46 -11.7 -11.63 -11.52
229 Seattle -10.78 -10.62 -10.7 -10.87
230 Fordham -12.55 -12.33 -12.74 -12.49
231 Portland St. -10.57 -10.66 -10.68 -10.6
232 UTSA -11.08 -11.12 -11.03 -11.35
233 Ohio -12.76 -12.91 -12.9 -13.01
234 St. Francis PA -10.97 -11.54 -11.33 -11.17
235 Army -11.1 -11.28 -11.13 -11.1
236 Colgate -12.35 -12.41 -12.22 -12.34
237 FIU -12.06 -12.03 -12.04 -12.33
238 Holy Cross -11.92 -12.07 -11.96 -11.92
239 Brown -12.35 -12.64 -12.56 -12.37
240 Hartford -11.39 -11.7 -11.67 -11.56
241 Lamar -10.54 -10.76 -10.79 -10.69
242 Loyola Marymount -13.54 -13.6 -13.32 -13.27
243 Missouri St. -12.63 -12.58 -12.97 -12.87
244 Northern Colorado -11.45 -11.56 -11.61 -11.55
245 Boston University -12.18 -12.22 -12.31 -12.21
246 Denver -12.39 -12.63 -12.72 -12.74
247 Western Carolina -12.47 -12.21 -12.55 -12.51
248 Appalachian St. -12.46 -12.58 -12.52 -12.46
249 McNeese St. -11.31 -11.6 -11.37 -11.43
250 Texas St. -12.24 -12.55 -12.48 -12.4
251 Drexel -13.31 -13.29 -13.11 -13.23
252 Elon -12.99 -12.99 -12.69 -12.88
253 Saint Peter’s -13.31 -13.43 -13.34 -13.34
254 Weber St. -12.05 -12.18 -12.16 -12.07
255 Southeast Missouri St. -12.35 -12.32 -12.42 -12.43
256 Arkansas Little Rock -12.78 -12.97 -12.94 -12.9
257 UNC Asheville -12.3 -12.12 -12.59 -12.43
258 Penn -12.89 -13.16 -13.37 -13.01
259 Northern Kentucky -12.27 -12.11 -12.24 -12.26
260 Drake -13.72 -13.69 -14.04 -13.9
261 South Florida -14.45 -14.55 -14.69 -14.6
262 SIU Edwardsville -12.38 -12.4 -12.53 -12.54
263 Southern Illinois -13.43 -13.35 -13.89 -13.72
264 Southern -12.79 -12.39 -12.82 -12.82
265 Sacred Heart -13.02 -13.01 -13.13 -13.12
266 Delaware St. -12.98 -13.15 -13.36 -13.08
267 Marshall -14.18 -14.17 -14.04 -14.39
268 Hampton -12.99 -13.19 -13.12 -13.11
269 Idaho -12.94 -13.17 -13.1 -13.13
270 Navy -13.86 -13.75 -13.92 -13.73
271 UMass Lowell -12.81 -13.04 -12.89 -13.01
272 Rice -14.15 -14.11 -14.02 -14.51
273 LIU Brooklyn -13.69 -13.98 -14.03 -13.88
274 Arkansas St. -13.56 -13.83 -13.67 -13.68
275 Delaware -14.24 -14.44 -14.21 -14.24
276 Wright St. -14.35 -14.47 -14.56 -14.57
277 Southern Miss -14.16 -14.31 -14.32 -14.49
278 Howard -12.85 -12.95 -13.05 -12.87
279 Siena -14.83 -15.08 -14.95 -14.94
280 Lipscomb -13.19 -13.12 -13.27 -13.19
281 Tennessee Tech -13.69 -13.77 -13.91 -13.78
282 Houston Baptist -12.43 -12.69 -12.68 -12.55
283 Bradley -15.31 -15.27 -15.83 -15.55
284 Loyola MD -14.76 -14.86 -14.67 -14.75
285 Nebraska Omaha -13.56 -13.61 -13.58 -13.71
286 Nevada -15.15 -15.28 -15.04 -15.39
287 Prairie View A&M -14.07 -13.86 -14.14 -14.18
288 Samford -15.01 -14.69 -15 -15.02
289 IUPUI -15.36 -15.67 -15.53 -15.72
290 New Orleans -14.44 -14.6 -14.56 -14.59
291 Jacksonville St. -14.54 -14.7 -14.68 -14.76
292 VMI -14.8 -14.45 -14.79 -14.77
293 Troy -14.69 -14.77 -14.86 -14.71
294 Utah Valley -14.85 -14.71 -14.97 -14.93
295 Nicholls St. -14.8 -14.94 -14.97 -14.94
296 UMKC -15.17 -14.93 -15.12 -15.26
297 Towson -15.14 -15.18 -15.06 -15.11
298 Cal St. Bakersfield -15.04 -15.01 -15.17 -15.28
299 The Citadel -15.36 -14.96 -15.39 -15.29
300 Florida Atlantic -15.11 -15.31 -15.35 -15.47
301 Southern Utah -15.42 -15.54 -15.53 -15.5
302 Youngstown St. -15.35 -15.54 -15.75 -15.64
303 South Alabama -15.79 -16.11 -16.08 -15.91
304 Wagner -15.94 -16.02 -16.18 -16.02
305 Western Illinois -15.96 -16.19 -16.07 -16.29
306 Ball St. -16 -16.24 -16.14 -16.48
307 Arkansas Pine Bluff -16.39 -15.97 -16.53 -16.52
308 Cal St. Fullerton -16.57 -16.68 -16.73 -16.59
309 Niagara -16.61 -16.86 -16.62 -16.55
310 Cal St. Northridge -16.5 -16.78 -16.8 -16.59
311 Furman -16.86 -16.56 -16.89 -16.9
312 Fairleigh Dickinson -16.89 -17.02 -17.21 -16.86
313 UNC Greensboro -17.18 -16.81 -17.25 -17.22
314 Alabama A&M -17.27 -16.74 -17.38 -17.28
315 Abilene Christian -17.03 -17.27 -17.32 -17.28
316 Illinois Chicago -17.07 -17.21 -17.48 -17.36
317 Austin Peay -17.2 -17.31 -17.37 -17.31
318 College of Charleston -17.5 -17.37 -17.27 -17.35
319 Texas Pan American -17.36 -17.31 -17.35 -17.57
320 Jackson St. -17.69 -17.4 -17.73 -17.75
321 Campbell -17.59 -17.43 -17.85 -17.84
322 Kennesaw St. -17.74 -17.57 -17.67 -17.75
323 Presbyterian -17.6 -17.5 -17.91 -17.77
324 Savannah St. -17.67 -17.73 -17.74 -17.65
325 North Dakota -17.7 -17.86 -17.8 -17.82
326 Bethune Cookman -18.03 -18.17 -18.22 -18.24
327 Fairfield -18.15 -18.37 -18.26 -18.2
328 Montana St. -18.24 -18.27 -18.39 -18.28
329 Stetson -18.34 -18.23 -18.47 -18.4
330 South Carolina St. -18.28 -18.28 -18.5 -18.4
331 Coppin St. -18.32 -18.44 -18.45 -18.44
332 Jacksonville -18.46 -18.41 -18.42 -18.39
333 Southeastern Louisiana -18.36 -18.45 -18.49 -18.51
334 Longwood -18.57 -18.59 -18.92 -18.92
335 Chicago St. -19.4 -19.25 -19.41 -19.53
336 North Carolina A&T -19.54 -19.21 -19.45 -19.67
337 Idaho St. -19.68 -19.73 -19.71 -19.74
338 Morgan St. -20.08 -20.2 -20.43 -20.12
339 Marist -20.22 -20.36 -20.27 -20.28
340 Liberty -20.32 -20.32 -20.78 -20.49
341 Binghamton -20.65 -21.03 -20.89 -20.63
342 Tennessee St. -20.85 -21.09 -21.07 -21
343 San Jose St. -20.91 -21.12 -20.89 -21.11
344 UMBC -21.44 -21.81 -21.56 -21.68
345 Central Connecticut -21.9 -21.99 -22.13 -22.01
346 Maine -22.23 -22.51 -22.36 -22.46
347 Mississippi Valley St. -22.44 -22.55 -22.38 -22.5
348 Alcorn St. -22.82 -22.51 -22.93 -22.92
349 Central Arkansas -22.82 -23 -23 -23
350 Grambling St. -23.93 -23.45 -23.86 -23.92
351 Florida A&M -23.77 -23.89 -23.98 -23.93

And Percentile:

Rank School KenPom Percentile BPI-Percentile Sagarin Percentile Massey-Pecentile
1 Kentucky 100.0000% 100.0000% 100.0000% 100.0000%
2 Villanova 99.9996% 99.9995% 99.9998% 99.9998%
3 Wisconsin 99.9982% 99.9986% 99.9996% 99.9989%
4 Duke 99.9962% 99.9978% 99.9982% 99.9991%
5 Virginia 99.9920% 99.9961% 99.9976% 99.9984%
6 Arizona 99.9931% 99.9912% 99.9939% 99.9899%
7 Gonzaga 99.9841% 99.9809% 99.9850% 99.9897%
8 Kansas 99.9737% 99.9629% 99.9907% 99.9764%
9 Notre Dame 99.9105% 99.9488% 99.9768% 99.9803%
10 Iowa St. 99.6519% 99.6904% 99.8317% 99.7441%
11 Maryland 99.5867% 99.7146% 99.8595% 99.6921%
12 Northern Iowa 99.2784% 99.1995% 99.0894% 99.0913%
13 Louisville 98.6116% 99.0476% 99.4587% 99.3933%
14 North Carolina 98.2380% 98.8061% 99.2354% 99.2226%
15 Baylor 97.8550% 98.0713% 98.7315% 98.3731%
16 Wichita St. 97.5132% 97.5848% 97.1296% 97.0030%
17 West Virginia 96.4738% 96.0144% 97.8266% 97.3379%
18 Arkansas 96.2097% 96.8108% 96.6704% 97.9411%
19 Oklahoma 94.5461% 94.3203% 96.8163% 95.5013%
20 Georgetown 91.4032% 91.9774% 93.7846% 94.1963%
21 Oregon 92.4185% 92.3384% 92.9779% 90.9202%
22 Providence 88.9804% 90.7164% 90.6161% 92.9309%
23 SMU 91.5238% 90.5895% 88.8112% 90.4327%
24 Michigan St. 85.4709% 89.6181% 92.4925% 90.4513%
25 Utah 89.6731% 89.4372% 89.2292% 87.3416%
26 VCU 89.3041% 89.5426% 86.7186% 87.5561%
27 Butler 86.0114% 87.0409% 89.4812% 90.4341%
28 St. John’s 81.5001% 83.1673% 86.1828% 86.3544%
29 Ohio St. 78.0141% 81.7451% 86.9835% 83.5790%
30 Iowa 75.0683% 79.3811% 84.9970% 80.3741%
31 Dayton 79.5698% 80.2957% 77.8989% 81.0686%
32 Georgia 69.5834% 77.0854% 75.1051% 79.5884%
33 Colorado St. 78.5256% 73.1643% 77.9707% 69.8116%
34 San Diego St. 76.1964% 73.4554% 77.9096% 71.0777%
35 Davidson 74.9081% 76.6803% 73.4548% 73.5006%
36 North Carolina St. 68.8705% 72.2711% 77.0820% 77.2423%
37 BYU 71.4936% 69.6724% 75.5111% 75.5882%
38 Stephen F. Austin 76.0118% 71.3875% 72.5516% 71.0073%
39 Texas 70.1996% 71.2253% 76.2631% 72.1850%
40 Xavier 65.4509% 65.6778% 68.5505% 71.1498%
41 Purdue 59.0651% 66.5476% 72.4111% 67.5781%
42 LSU 59.1940% 65.2425% 62.3789% 68.2912%
43 Valparaiso 60.7291% 56.5336% 55.3818% 55.3446%
44 Indiana 47.0317% 58.8208% 60.9929% 54.8653%
45 Miami FL 48.1295% 52.9532% 57.1529% 61.3560%
46 Oklahoma St. 51.2651% 49.6006% 60.2666% 53.3253%
47 UCLA 51.7620% 50.5664% 54.3129% 48.3095%
48 Temple 52.1593% 50.0461% 46.6018% 48.9541%
49 Mississippi 44.0046% 45.1232% 45.4497% 52.4176%
50 Texas A&M 42.8865% 43.5197% 47.2536% 51.5732%
51 Saint Mary’s 44.3763% 41.3712% 47.2009% 51.7193%
52 Murray St. 48.0088% 43.9410% 43.6951% 43.7990%
53 Old Dominion 47.3208% 44.2919% 44.0942% 40.8908%
54 Cincinnati 44.9127% 44.6249% 40.2093% 40.5438%
55 Syracuse 32.9073% 34.3682% 39.7050% 45.4082%
56 Rhode Island 35.7724% 41.2771% 35.4464% 38.9905%
57 Boise St. 39.0856% 35.8953% 40.7380% 34.1639%
58 Wofford 32.9228% 39.4526% 35.1883% 32.3631%
59 Illinois 27.9958% 31.6314% 39.2434% 36.0136%
60 Buffalo 31.7102% 29.6113% 29.1127% 26.2894%
61 Stanford 28.9984% 28.4689% 30.7540% 26.4197%
62 Tulsa 30.9734% 28.4224% 25.8401% 27.4918%
63 Wyoming 31.7302% 25.6910% 31.2094% 23.7889%
64 Alabama 22.4291% 26.1316% 24.6063% 28.5583%
65 Pittsburgh 18.9493% 19.9622% 25.3909% 28.8889%
66 Harvard 23.7810% 20.9071% 20.7945% 22.5141%
67 Vanderbilt 17.7939% 19.6828% 21.7339% 28.0524%
68 Green Bay 23.5312% 20.6225% 18.9095% 21.0641%
69 UC Davis 20.6652% 20.9817% 19.9143% 20.4902%
70 Florida 16.2544% 19.1370% 16.7763% 25.6145%
71 Michigan 13.9762% 17.8588% 23.4181% 17.2704%
72 TCU 14.6444% 17.2652% 19.8864% 18.6661%
73 Connecticut 17.7647% 15.2835% 15.8680% 14.5236%
74 Kansas St. 13.1581% 13.0131% 19.2618% 15.5419%
75 South Carolina 10.8187% 12.8637% 12.5474% 17.8376%
76 Clemson 9.4428% 12.5583% 12.1429% 18.3248%
77 George Washington 12.4240% 14.6666% 12.5946% 11.3131%
78 Central Michigan 13.4668% 12.6398% 12.4826% 10.2027%
79 Minnesota 8.1054% 11.9165% 15.4449% 11.9736%
80 Louisiana Tech 13.2692% 11.0144% 11.6671% 9.9760%
81 Seton Hall 10.1732% 10.6256% 12.0048% 13.0403%
82 California 11.7932% 10.7562% 12.2910% 9.8858%
83 Tennessee 8.3680% 9.9215% 10.3754% 15.1570%
84 UTEP 11.6016% 9.8633% 10.7483% 7.7900%
85 Illinois St. 10.7846% 12.4358% 7.7607% 8.4473%
86 Florida St. 6.5779% 8.0864% 10.1420% 13.2475%
87 Iona 9.3849% 8.6108% 8.3028% 9.7837%
88 Penn St. 6.2344% 8.6798% 12.4873% 8.6454%
89 Richmond 8.2148% 8.9764% 7.3297% 8.5146%
90 Arizona St. 8.0446% 8.3018% 8.8992% 7.7108%
91 Northwestern 3.5559% 5.9637% 5.8646% 4.5471%
92 Memphis 6.1171% 4.8611% 4.2465% 4.6736%
93 Oregon St. 4.1195% 3.9532% 4.5763% 3.8144%
94 Sam Houston St. 4.3286% 3.5600% 2.8155% 4.0202%
95 Kent St. 4.0310% 3.6922% 3.3521% 2.9782%
96 Albany 3.8203% 2.8066% 3.0005% 2.7087%
97 Washington 3.1035% 2.8261% 3.7861% 2.3579%
98 Pepperdine 2.5835% 2.1795% 3.3550% 3.3709%
99 Georgia St. 3.1328% 2.7842% 2.5165% 2.7086%
100 Eastern Washington 2.6749% 2.5913% 2.3642% 2.3927%
101 Yale 2.8903% 2.1895% 2.0140% 2.7551%
102 Massachusetts 2.3835% 2.3619% 1.9347% 2.9800%
103 Marquette 1.6730% 2.0543% 2.6381% 2.6222%
104 UNLV 2.7638% 1.6070% 2.4623% 1.6497%
105 Evansville 2.0132% 1.9026% 1.3605% 1.5403%
106 St. Bonaventure 1.6959% 1.9516% 1.2874% 1.3717%
107 North Carolina Central 1.4578% 2.0117% 1.0946% 1.4374%
108 Toledo 1.5653% 1.2793% 1.1648% 1.0179%
109 Belmont 1.5501% 1.3639% 1.1155% 0.9820%
110 North Dakota St. 1.5757% 1.0624% 1.2831% 1.0228%
111 Colorado 1.1168% 1.1742% 1.2997% 0.9863%
112 Bowling Green 1.3641% 1.1799% 1.0690% 0.8533%
113 Hawaii 1.2160% 1.0696% 1.0241% 1.1273%
114 Chattanooga 1.0194% 1.6361% 0.8187% 0.8915%
115 Boston College 0.6224% 0.8665% 1.1562% 1.5471%
116 La Salle 1.0966% 1.0988% 0.8905% 1.0313%
117 Georgia Southern 1.1007% 0.9339% 0.9575% 1.0634%
118 Northeastern 0.9339% 0.8589% 1.0413% 0.9868%
119 Texas Tech 0.7789% 0.6967% 1.3227% 1.0123%
120 New Mexico St. 0.7569% 1.2818% 0.9153% 0.5960%
121 UC Irvine 0.8511% 0.7260% 0.7105% 0.7348%
122 Loyola Chicago 0.8171% 0.9758% 0.5346% 0.6621%
123 Creighton 0.5649% 0.6642% 0.9418% 0.8183%
124 High Point 0.7460% 1.0410% 0.5101% 0.5561%
125 Nebraska 0.4684% 0.6204% 1.0269% 0.6570%
126 Georgia Tech 0.3963% 0.6538% 0.6750% 1.0241%
127 Wake Forest 0.4049% 0.6319% 0.6479% 0.9515%
128 Auburn 0.5043% 0.4003% 0.5908% 0.9447%
129 UC Santa Barbara 0.6257% 0.5501% 0.4773% 0.5327%
130 Western Kentucky 0.5648% 0.5955% 0.5987% 0.3739%
131 Florida Gulf Coast 0.5136% 0.5992% 0.5020% 0.5010%
132 Akron 0.6333% 0.4962% 0.5111% 0.4222%
133 South Dakota St. 0.6177% 0.4544% 0.4108% 0.3739%
134 James Madison 0.3938% 0.3536% 0.4410% 0.3347%
135 Coastal Carolina 0.4323% 0.5368% 0.1689% 0.3101%
136 Eastern Michigan 0.4143% 0.3695% 0.3349% 0.2630%
137 Western Michigan 0.4343% 0.2885% 0.3715% 0.2367%
138 Utah St. 0.3933% 0.2365% 0.4034% 0.2783%
139 UAB 0.3455% 0.3410% 0.3649% 0.2311%
140 Rider 0.3163% 0.2470% 0.3349% 0.3561%
141 Portland 0.2517% 0.2628% 0.3376% 0.3834%
142 Stony Brook 0.2489% 0.1663% 0.2380% 0.1947%
143 William & Mary 0.1987% 0.1648% 0.2225% 0.1821%
144 San Diego 0.1245% 0.1001% 0.1748% 0.2018%
145 DePaul 0.0916% 0.0896% 0.1367% 0.1380%
146 Washington St. 0.0796% 0.0783% 0.1140% 0.0578%
147 Eastern Kentucky 0.0616% 0.0705% 0.0554% 0.0583%
148 Texas Southern 0.0390% 0.1256% 0.0353% 0.0388%
149 Cleveland St. 0.0651% 0.0618% 0.0432% 0.0454%
150 North Florida 0.0450% 0.0656% 0.0500% 0.0519%
151 St. Francis NY 0.0463% 0.0814% 0.0299% 0.0380%
152 Long Beach St. 0.0509% 0.0356% 0.0515% 0.0551%
153 Radford 0.0560% 0.0597% 0.0231% 0.0330%
154 Lafayette 0.0523% 0.0312% 0.0366% 0.0453%
155 New Mexico 0.0358% 0.0234% 0.0321% 0.0181%
156 Mississippi St. 0.0100% 0.0464% 0.0148% 0.0332%
157 Charleston Southern 0.0238% 0.0432% 0.0119% 0.0218%
158 Northwestern St. 0.0319% 0.0219% 0.0174% 0.0226%
159 Montana 0.0262% 0.0201% 0.0236% 0.0217%
160 Louisiana Monroe 0.0274% 0.0195% 0.0186% 0.0224%
161 Oakland 0.0244% 0.0181% 0.0158% 0.0195%
162 NJIT 0.0213% 0.0165% 0.0099% 0.0232%
163 USC 0.0161% 0.0138% 0.0208% 0.0107%
164 Sacramento St. 0.0150% 0.0168% 0.0128% 0.0166%
165 UNC Wilmington 0.0122% 0.0135% 0.0216% 0.0128%
166 Middle Tennessee 0.0185% 0.0176% 0.0139% 0.0102%
167 Santa Clara 0.0092% 0.0094% 0.0165% 0.0201%
168 Rutgers 0.0056% 0.0097% 0.0169% 0.0114%
169 Indiana St. 0.0093% 0.0154% 0.0103% 0.0087%
170 Hofstra 0.0103% 0.0092% 0.0109% 0.0104%
171 San Francisco 0.0060% 0.0064% 0.0083% 0.0126%
172 Tulane 0.0097% 0.0089% 0.0071% 0.0069%
173 Incarnate Word 0.0107% 0.0080% 0.0058% 0.0058%
174 Manhattan 0.0071% 0.0061% 0.0094% 0.0068%
175 Missouri 0.0040% 0.0025% 0.0076% 0.0112%
176 Louisiana Lafayette 0.0072% 0.0043% 0.0042% 0.0060%
177 Saint Joseph’s 0.0062% 0.0046% 0.0042% 0.0062%
178 Tennessee Martin 0.0065% 0.0055% 0.0044% 0.0044%
179 Gardner Webb 0.0048% 0.0102% 0.0020% 0.0033%
180 Bucknell 0.0052% 0.0040% 0.0046% 0.0057%
181 USC Upstate 0.0053% 0.0044% 0.0038% 0.0058%
182 Robert Morris 0.0046% 0.0030% 0.0024% 0.0034%
183 Princeton 0.0040% 0.0031% 0.0026% 0.0035%
184 Norfolk St. 0.0042% 0.0019% 0.0016% 0.0032%
185 Virginia Tech 0.0011% 0.0025% 0.0022% 0.0043%
186 Northern Illinois 0.0027% 0.0038% 0.0020% 0.0016%
187 Oral Roberts 0.0034% 0.0019% 0.0024% 0.0014%
188 Canisius 0.0029% 0.0012% 0.0023% 0.0022%
189 Fresno St. 0.0020% 0.0015% 0.0023% 0.0013%
190 Columbia 0.0027% 0.0010% 0.0011% 0.0020%
191 Texas A&M Corpus Chris 0.0018% 0.0033% 0.0009% 0.0009%
192 Monmouth 0.0019% 0.0011% 0.0020% 0.0017%
193 Eastern Illinois 0.0026% 0.0013% 0.0013% 0.0010%
194 Alabama St. 0.0002% 0.0050% 0.0001% 0.0002%
195 New Hampshire 0.0015% 0.0009% 0.0013% 0.0011%
196 Vermont 0.0013% 0.0008% 0.0010% 0.0009%
197 Northern Arizona 0.0009% 0.0006% 0.0008% 0.0007%
198 Dartmouth 0.0010% 0.0004% 0.0005% 0.0007%
199 Milwaukee 0.0008% 0.0006% 0.0005% 0.0006%
200 UT Arlington 0.0007% 0.0005% 0.0004% 0.0006%
201 Lehigh 0.0005% 0.0006% 0.0005% 0.0004%
202 Grand Canyon 0.0003% 0.0008% 0.0004% 0.0003%
203 Quinnipiac 0.0005% 0.0002% 0.0004% 0.0004%
204 East Tennessee St. 0.0003% 0.0007% 0.0002% 0.0002%
205 Air Force 0.0003% 0.0002% 0.0004% 0.0001%
206 Charlotte 0.0003% 0.0002% 0.0004% 0.0002%
207 North Texas 0.0003% 0.0004% 0.0002% 0.0001%
208 Detroit 0.0004% 0.0002% 0.0001% 0.0002%
209 Mercer 0.0001% 0.0004% 0.0001% 0.0001%
210 IPFW 0.0003% 0.0001% 0.0002% 0.0002%
211 Cal Poly 0.0002% 0.0002% 0.0001% 0.0002%
212 UCF 0.0002% 0.0002% 0.0002% 0.0001%
213 Duquesne 0.0001% 0.0002% 0.0001% 0.0002%
214 Winthrop 0.0001% 0.0003% 0.0000% 0.0001%
215 East Carolina 0.0002% 0.0002% 0.0001% 0.0001%
216 Bryant 0.0002% 0.0001% 0.0001% 0.0001%
217 Pacific 0.0001% 0.0001% 0.0001% 0.0001%
218 Mount St. Mary’s 0.0001% 0.0001% 0.0000% 0.0001%
219 Miami OH 0.0001% 0.0001% 0.0001% 0.0000%
220 Houston 0.0000% 0.0001% 0.0000% 0.0000%
221 Maryland Eastern Shore 0.0001% 0.0001% 0.0000% 0.0000%
222 George Mason 0.0000% 0.0001% 0.0000% 0.0000%
223 UC Riverside 0.0001% 0.0000% 0.0000% 0.0000%
224 South Dakota 0.0001% 0.0000% 0.0000% 0.0000%
225 Saint Louis 0.0000% 0.0000% 0.0000% 0.0000%
226 American 0.0000% 0.0000% 0.0000% 0.0000%
227 Morehead St. 0.0000% 0.0000% 0.0000% 0.0000%
228 Cornell 0.0000% 0.0000% 0.0000% 0.0000%
229 Seattle 0.0000% 0.0000% 0.0000% 0.0000%
230 Fordham 0.0000% 0.0000% 0.0000% 0.0000%
231 Portland St. 0.0000% 0.0000% 0.0000% 0.0000%
232 UTSA 0.0000% 0.0000% 0.0000% 0.0000%
233 Ohio 0.0000% 0.0000% 0.0000% 0.0000%
234 St. Francis PA 0.0000% 0.0000% 0.0000% 0.0000%
235 Army 0.0000% 0.0000% 0.0000% 0.0000%
236 Colgate 0.0000% 0.0000% 0.0000% 0.0000%
237 FIU 0.0000% 0.0000% 0.0000% 0.0000%
238 Holy Cross 0.0000% 0.0000% 0.0000% 0.0000%
239 Brown 0.0000% 0.0000% 0.0000% 0.0000%
240 Hartford 0.0000% 0.0000% 0.0000% 0.0000%
241 Lamar 0.0000% 0.0000% 0.0000% 0.0000%
242 Loyola Marymount 0.0000% 0.0000% 0.0000% 0.0000%
243 Missouri St. 0.0000% 0.0000% 0.0000% 0.0000%
244 Northern Colorado 0.0000% 0.0000% 0.0000% 0.0000%
245 Boston University 0.0000% 0.0000% 0.0000% 0.0000%
246 Denver 0.0000% 0.0000% 0.0000% 0.0000%
247 Western Carolina 0.0000% 0.0000% 0.0000% 0.0000%
248 Appalachian St. 0.0000% 0.0000% 0.0000% 0.0000%
249 McNeese St. 0.0000% 0.0000% 0.0000% 0.0000%
250 Texas St. 0.0000% 0.0000% 0.0000% 0.0000%
251 Drexel 0.0000% 0.0000% 0.0000% 0.0000%
252 Elon 0.0000% 0.0000% 0.0000% 0.0000%
253 Saint Peter’s 0.0000% 0.0000% 0.0000% 0.0000%
254 Weber St. 0.0000% 0.0000% 0.0000% 0.0000%
255 Southeast Missouri St. 0.0000% 0.0000% 0.0000% 0.0000%
256 Arkansas Little Rock 0.0000% 0.0000% 0.0000% 0.0000%
257 UNC Asheville 0.0000% 0.0000% 0.0000% 0.0000%
258 Penn 0.0000% 0.0000% 0.0000% 0.0000%
259 Northern Kentucky 0.0000% 0.0000% 0.0000% 0.0000%
260 Drake 0.0000% 0.0000% 0.0000% 0.0000%
261 South Florida 0.0000% 0.0000% 0.0000% 0.0000%
262 SIU Edwardsville 0.0000% 0.0000% 0.0000% 0.0000%
263 Southern Illinois 0.0000% 0.0000% 0.0000% 0.0000%
264 Southern 0.0000% 0.0000% 0.0000% 0.0000%
265 Sacred Heart 0.0000% 0.0000% 0.0000% 0.0000%
266 Delaware St. 0.0000% 0.0000% 0.0000% 0.0000%
267 Marshall 0.0000% 0.0000% 0.0000% 0.0000%
268 Hampton 0.0000% 0.0000% 0.0000% 0.0000%
269 Idaho 0.0000% 0.0000% 0.0000% 0.0000%
270 Navy 0.0000% 0.0000% 0.0000% 0.0000%
271 UMass Lowell 0.0000% 0.0000% 0.0000% 0.0000%
272 Rice 0.0000% 0.0000% 0.0000% 0.0000%
273 LIU Brooklyn 0.0000% 0.0000% 0.0000% 0.0000%
274 Arkansas St. 0.0000% 0.0000% 0.0000% 0.0000%
275 Delaware 0.0000% 0.0000% 0.0000% 0.0000%
276 Wright St. 0.0000% 0.0000% 0.0000% 0.0000%
277 Southern Miss 0.0000% 0.0000% 0.0000% 0.0000%
278 Howard 0.0000% 0.0000% 0.0000% 0.0000%
279 Siena 0.0000% 0.0000% 0.0000% 0.0000%
280 Lipscomb 0.0000% 0.0000% 0.0000% 0.0000%
281 Tennessee Tech 0.0000% 0.0000% 0.0000% 0.0000%
282 Houston Baptist 0.0000% 0.0000% 0.0000% 0.0000%
283 Bradley 0.0000% 0.0000% 0.0000% 0.0000%
284 Loyola MD 0.0000% 0.0000% 0.0000% 0.0000%
285 Nebraska Omaha 0.0000% 0.0000% 0.0000% 0.0000%
286 Nevada 0.0000% 0.0000% 0.0000% 0.0000%
287 Prairie View A&M 0.0000% 0.0000% 0.0000% 0.0000%
288 Samford 0.0000% 0.0000% 0.0000% 0.0000%
289 IUPUI 0.0000% 0.0000% 0.0000% 0.0000%
290 New Orleans 0.0000% 0.0000% 0.0000% 0.0000%
291 Jacksonville St. 0.0000% 0.0000% 0.0000% 0.0000%
292 VMI 0.0000% 0.0000% 0.0000% 0.0000%
293 Troy 0.0000% 0.0000% 0.0000% 0.0000%
294 Utah Valley 0.0000% 0.0000% 0.0000% 0.0000%
295 Nicholls St. 0.0000% 0.0000% 0.0000% 0.0000%
296 UMKC 0.0000% 0.0000% 0.0000% 0.0000%
297 Towson 0.0000% 0.0000% 0.0000% 0.0000%
298 Cal St. Bakersfield 0.0000% 0.0000% 0.0000% 0.0000%
299 The Citadel 0.0000% 0.0000% 0.0000% 0.0000%
300 Florida Atlantic 0.0000% 0.0000% 0.0000% 0.0000%
301 Southern Utah 0.0000% 0.0000% 0.0000% 0.0000%
302 Youngstown St. 0.0000% 0.0000% 0.0000% 0.0000%
303 South Alabama 0.0000% 0.0000% 0.0000% 0.0000%
304 Wagner 0.0000% 0.0000% 0.0000% 0.0000%
305 Western Illinois 0.0000% 0.0000% 0.0000% 0.0000%
306 Ball St. 0.0000% 0.0000% 0.0000% 0.0000%
307 Arkansas Pine Bluff 0.0000% 0.0000% 0.0000% 0.0000%
308 Cal St. Fullerton 0.0000% 0.0000% 0.0000% 0.0000%
309 Niagara 0.0000% 0.0000% 0.0000% 0.0000%
310 Cal St. Northridge 0.0000% 0.0000% 0.0000% 0.0000%
311 Furman 0.0000% 0.0000% 0.0000% 0.0000%
312 Fairleigh Dickinson 0.0000% 0.0000% 0.0000% 0.0000%
313 UNC Greensboro 0.0000% 0.0000% 0.0000% 0.0000%
314 Alabama A&M 0.0000% 0.0000% 0.0000% 0.0000%
315 Abilene Christian 0.0000% 0.0000% 0.0000% 0.0000%
316 Illinois Chicago 0.0000% 0.0000% 0.0000% 0.0000%
317 Austin Peay 0.0000% 0.0000% 0.0000% 0.0000%
318 College of Charleston 0.0000% 0.0000% 0.0000% 0.0000%
319 Texas Pan American 0.0000% 0.0000% 0.0000% 0.0000%
320 Jackson St. 0.0000% 0.0000% 0.0000% 0.0000%
321 Campbell 0.0000% 0.0000% 0.0000% 0.0000%
322 Kennesaw St. 0.0000% 0.0000% 0.0000% 0.0000%
323 Presbyterian 0.0000% 0.0000% 0.0000% 0.0000%
324 Savannah St. 0.0000% 0.0000% 0.0000% 0.0000%
325 North Dakota 0.0000% 0.0000% 0.0000% 0.0000%
326 Bethune Cookman 0.0000% 0.0000% 0.0000% 0.0000%
327 Fairfield 0.0000% 0.0000% 0.0000% 0.0000%
328 Montana St. 0.0000% 0.0000% 0.0000% 0.0000%
329 Stetson 0.0000% 0.0000% 0.0000% 0.0000%
330 South Carolina St. 0.0000% 0.0000% 0.0000% 0.0000%
331 Coppin St. 0.0000% 0.0000% 0.0000% 0.0000%
332 Jacksonville 0.0000% 0.0000% 0.0000% 0.0000%
333 Southeastern Louisiana 0.0000% 0.0000% 0.0000% 0.0000%
334 Longwood 0.0000% 0.0000% 0.0000% 0.0000%
335 Chicago St. 0.0000% 0.0000% 0.0000% 0.0000%
336 North Carolina A&T 0.0000% 0.0000% 0.0000% 0.0000%
337 Idaho St. 0.0000% 0.0000% 0.0000% 0.0000%
338 Morgan St. 0.0000% 0.0000% 0.0000% 0.0000%
339 Marist 0.0000% 0.0000% 0.0000% 0.0000%
340 Liberty 0.0000% 0.0000% 0.0000% 0.0000%
341 Binghamton 0.0000% 0.0000% 0.0000% 0.0000%
342 Tennessee St. 0.0000% 0.0000% 0.0000% 0.0000%
343 San Jose St. 0.0000% 0.0000% 0.0000% 0.0000%
344 UMBC 0.0000% 0.0000% 0.0000% 0.0000%
345 Central Connecticut 0.0000% 0.0000% 0.0000% 0.0000%
346 Maine 0.0000% 0.0000% 0.0000% 0.0000%
347 Mississippi Valley St. 0.0000% 0.0000% 0.0000% 0.0000%
348 Alcorn St. 0.0000% 0.0000% 0.0000% 0.0000%
349 Central Arkansas 0.0000% 0.0000% 0.0000% 0.0000%
350 Grambling St. 0.0000% 0.0000% 0.0000% 0.0000%
351 Florida A&M 0.0000% 0.0000% 0.0000% 0.0000%
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