Talisman Red's College Basketball Computer Ratings
Ratings using the formula of David Rothman
David Rothman (1935-2004) was the executive director of the Foundation for the Analysis of Competitions and Tournaments and produced computer ratings for four decades. His ratings have been recognized as a national championship selector in NCAA football for many years.
Files available:
- the original text file
- rankings of all D1 teams and conference standings
- rankings of all D2 teams and conference standings
- rankings of all D3 teams and conference standings
- a list of the biggest upsets of the season so far (also at the bottom of this page)
David's formula includes only scores; locations, dates, and other information is ignored. I have preserved his method's source code from 1990(!) if you'd like to get it and try it yourself; let me know if you do!
Only games against NCAA competition are included on this page. Every season starts from scratch, so until 7-8 games are played the results have less utility. You'll still see unnatural "mixing" of the divisions until everyone has played a few more games.
< DAVID ROTHMAN'S MENS COLLEGE BASKETBALL RANKINGS >
BASED ON 15439 GAMES BETWEEN 1074 TEAMS, AND NO OTHER INFORMATION
THROUGH GAMES OF MONDAY 6 APRIL 2026
FOUNDATION FOR THE ANALYSIS OF COMPETITIONS AND TOURNAMENTS
------------------------------------------------------------------------
Rank Team W L Rating PCT. RRE Conf.
------------------------------------------------------------------------
1 Michigan 37 3 98.58 .863 .987 BIG10
2 Arizona 36 3 98.30 .863 .987 BIG12
3 Duke 35 3 96.55 .862 .984 ACC
4 Connecticut 34 6 91.90 .783 .974 BIGEAST
5 Houston 30 7 91.16 .780 .973 BIG12
6 Florida 27 8 90.56 .763 .971 SEC
7 Iowa St 29 8 90.09 .764 .970 BIG12
8 Purdue 30 9 90.00 .734 .970 BIG10
9 Illinois 28 9 89.86 .743 .969 BIG10
10 Michigan St 27 8 89.39 .737 .968 BIG10
11 St John's 30 7 88.63 .763 .966 BIGEAST
12 Nebraska 28 7 88.36 .753 .965 BIG10
13 Gonzaga 31 4 87.93 .836 .963 WCC
14 Alabama 25 10 87.66 .681 .962 SEC
15 Arkansas 28 9 87.37 .709 .962 SEC
16 Virginia 30 6 87.29 .776 .961 ACC
17 Vanderbilt 27 9 87.10 .721 .961 SEC
18 Kansas 24 11 86.65 .649 .959 BIG12
19 Tennessee 25 12 86.63 .667 .959 SEC
20 Texas Tech 23 11 86.11 .653 .957 BIG12
21 BYU 23 12 84.70 .641 .952 BIG12
22 Wisconsin 24 11 84.61 .658 .951 BIG10
23 Louisville 24 11 83.90 .675 .949 ACC
24 North Carolina 24 9 83.85 .686 .948 ACC
25 Iowa 24 13 83.73 .639 .948 BIG10
26 UCLA 24 12 83.63 .639 .947 BIG10
27 Kentucky 22 14 83.30 .594 .946 SEC
28 Villanova 24 9 83.01 .683 .945 BIGEAST
29 Ohio St 21 13 82.90 .614 .944 BIG10
30 Miami FL 26 9 82.82 .709 .944 ACC
31 TCU 23 12 82.60 .624 .943 BIG12
32 Utah St 29 7 81.73 .751 .939 MTNW
33 St Mary's CA 27 6 81.68 .777 .939 WCC
34 Texas 21 15 81.65 .588 .939 SEC
35 Georgia 22 11 81.61 .648 .938 SEC
36 Clemson 24 11 81.38 .650 .937 ACC
37 Auburn 22 16 81.32 .573 .937 SEC
38 Texas A&M 22 12 81.11 .623 .936 SEC
39 UCF 21 12 80.75 .594 .934 BIG12
40 St Louis 29 6 80.65 .796 .934 ATL10
41 NC State 20 14 79.96 .597 .930 ACC
42 Oklahoma 21 16 79.87 .576 .930 SEC
43 Santa Clara 26 9 79.65 .717 .928 WCC
44 West Virginia 21 14 79.46 .594 .927 BIG12
45 VCU 28 8 79.44 .732 .927 ATL10
46 Missouri 20 13 79.23 .584 .926 SEC
47 Cincinnati 18 15 79.10 .569 .925 BIG12
48 Seton Hall 21 12 79.05 .621 .925 BIGEAST
49 Indiana 18 14 78.83 .565 .924 BIG10
50 SMU 20 14 78.44 .592 .922 ACC
51 Oklahoma St 20 15 78.10 .548 .920 BIG12
52 Arizona St 17 16 77.99 .499 .919 BIG12
53 Baylor 16 17 77.77 .505 .918 BIG12
54 New Mexico 26 10 77.69 .702 .917 MTNW
55 San Diego St 21 11 77.55 .645 .917 MTNW
56 Virginia Tech 19 13 77.35 .582 .915 ACC
57 USC 18 14 76.67 .537 .911 BIG10
58 Stanford 20 13 76.66 .586 .911 ACC
59 South Florida 25 9 76.65 .719 .911 AMER
60 Florida St 18 15 76.49 .545 .910 ACC
61 Colorado 17 16 76.36 .521 .909 BIG12
62 Washington 16 17 76.16 .514 .908 BIG10
63 California 22 12 76.12 .620 .908 ACC
64 Wake Forest 18 17 75.29 .517 .902 ACC
65 Tulsa 29 8 75.25 .732 .902 AMER
66 Northwestern 15 19 75.12 .468 .901 BIG10
67 Creighton 16 18 75.05 .479 .901 BIGEAST
68 Miami OH 29 2 74.99 .826 .900 MIDAM
69 Mississippi 15 20 74.98 .450 .900 SEC
70 Boise St 20 12 74.90 .605 .900 MTNW
71 LSU 15 17 74.76 .500 .899 SEC
72 Georgetown 16 18 74.71 .491 .899 BIGEAST
73 Nevada 24 13 74.64 .619 .898 MTNW
74 Dayton 25 12 74.50 .639 .897 ATL10
75 Providence 15 18 74.45 .483 .897 BIGEAST
76 Grand Canyon 20 12 74.39 .632 .896 MTNW
77 Butler 16 16 74.25 .499 .895 BIGEAST
78 Xavier 15 18 73.91 .461 .893 BIGEAST
79 Minnesota 15 18 73.66 .474 .891 BIG10
80 Syracuse 15 17 73.42 .484 .889 ACC
81 Akron 28 6 73.39 .779 .889 MIDAM
82 Colorado St 20 13 72.92 .592 .886 MTNW
83 Kansas St 12 20 72.76 .400 .884 BIG12
84 Wichita St 23 12 72.75 .645 .884 AMER
85 DePaul 16 16 72.65 .497 .884 BIGEAST
86 Belmont 25 6 72.43 .750 .882 MOVAL
87 Mississippi St 13 19 72.32 .414 .881 SEC
88 Marquette 12 20 72.16 .418 .880 BIGEAST
89 McNeese St 26 6 72.06 .750 .879 STHLD
90 Oregon 12 20 72.05 .397 .879 BIG10
91 Notre Dame 13 18 71.93 .448 .878 ACC
92 South Carolina 13 19 71.40 .436 .874 SEC
93 Maryland 12 21 71.25 .374 .873 BIG10
94 George Mason 23 10 71.14 .657 .872 ATL10
95 Pittsburgh 13 20 70.88 .419 .870 ACC
96 Rutgers 14 20 70.79 .414 .869 BIG10
97 High Point 31 5 70.37 .812 .866 BIGSTH
98 UNLV 17 17 70.26 .493 .865 MTNW
99 St Joseph's PA 24 12 70.10 .616 .863 ATL10
100 Wyoming 18 15 69.95 .553 .862 MTNW
101 Utah Valley 23 9 69.94 .686 .862 WAC
102 Northern Iowa 23 13 69.90 .637 .862 MOVAL
103 Cal Baptist 25 9 69.81 .678 .861 WAC
104 Liberty 23 8 69.33 .668 .857 CUSA
105 Illinois St 23 13 69.17 .617 .855 MOVAL
106 SF Austin 28 6 69.09 .765 .855 STHLD
107 Utah 10 22 69.09 .347 .855 BIG12
108 Yale 24 7 69.08 .732 .855 IVY
109 Hawaii 24 9 68.79 .685 .852 BIGW
110 Seattle 20 14 68.62 .574 .850 WCC
111 G Washington 19 16 68.57 .570 .850 ATL10
112 Davidson 19 14 68.57 .563 .850 ATL10
113 Penn St 12 20 68.43 .386 .849 BIG10
114 San Francisco 17 16 68.07 .520 .845 WCC
115 Gannon 34 3 68.03 .892 .845 2-PENN
116 UNC Wilmington 26 7 68.02 .722 .845 COAST
117 Washburn 29 2 67.83 .898 .843 2-MAIAA
118 UAB 20 12 67.72 .605 .842 AMER
119 UC Irvine 21 12 67.68 .625 .842 BIGW
120 Hofstra 24 11 67.67 .667 .842 COAST
121 UC San Diego 22 11 67.04 .636 .836 BIGW
122 Sam Houston St 21 12 66.97 .615 .835 CUSA
123 Pacific 16 15 66.97 .519 .835 WCC
124 FL Atlantic 17 15 66.95 .538 .835 AMER
125 Murray St 20 13 66.92 .576 .835 MOVAL
126 Bradley 21 13 66.91 .592 .835 MOVAL
127 Duquesne 17 15 66.81 .525 .834 ATL10
128 Kent 23 10 66.67 .636 .832 MIDAM
129 North Texas 18 14 66.60 .548 .832 AMER
130 Memphis 13 19 66.47 .431 .830 AMER
131 Oregon St 17 16 66.33 .484 .829 WCC
132 N Dakota St 27 8 66.29 .722 .829 SUMMIT
133 Fresno St 13 19 65.78 .442 .824 MTNW
134 St Bonaventure 17 17 65.53 .518 .821 ATL10
135 Georgia Tech 11 20 65.24 .382 .818 ACC
136 Boston College 11 20 65.21 .388 .818 ACC
137 Nova SE 30 2 65.16 .888 .817 2-SUNS
138 IL Chicago 18 16 65.08 .540 .816 MOVAL
139 Col Charleston 21 11 64.92 .605 .815 COAST
140 Troy 21 12 64.91 .606 .815 SUN
141 St Thomas MN 24 10 64.88 .696 .814 SUMMIT
142 Rhode Island 16 16 64.79 .512 .813 ATL10
143 Tulane 17 15 64.52 .488 .811 AMER
144 Wright St 23 12 64.52 .633 .811 HORZ
145 UC Davis 18 14 64.48 .549 .810 BIGW
146 Washington St 12 20 64.48 .417 .810 WCC
147 S Illinois 16 16 64.41 .522 .809 MOVAL
148 Toledo 18 15 64.32 .557 .809 MIDAM
149 Penn 18 12 64.29 .571 .808 IVY
150 Kennesaw 20 14 64.28 .577 .808 CUSA
151 UC Santa Barbara 17 14 64.20 .555 .807 BIGW
152 Valparaiso 17 15 64.12 .516 .806 MOVAL
153 Charlotte 17 17 64.04 .492 .806 AMER
154 Loy Marymount 14 17 64.01 .474 .805 WCC
155 WKU 16 14 63.95 .524 .805 CUSA
156 UT Arlington 16 14 63.91 .520 .804 WAC
157 CS Northridge 18 14 63.88 .530 .804 BIGW
158 CS Fullerton 17 16 63.86 .509 .804 BIGW
159 Arkansas St 20 12 63.85 .614 .804 SUN
160 Richmond 15 17 63.68 .506 .802 ATL10
161 William & Mary 20 12 63.65 .610 .801 COAST
162 Temple 16 16 63.63 .518 .801 AMER
163 Portland St 18 11 63.45 .595 .799 BIGSKY
164 Robert Morris 22 11 63.37 .641 .798 HORZ
165 Winthrop 20 11 63.29 .613 .797 BIGSTH
166 Utah Tech 16 15 63.26 .488 .797 WAC
167 MTSU 15 15 63.20 .493 .796 CUSA
168 N Colorado 20 12 63.10 .612 .795 BIGSKY
169 Portland 15 19 63.02 .438 .794 WCC
170 Montana St 15 14 62.92 .534 .793 BIGSKY
171 Towson 19 15 62.79 .550 .792 COAST
172 Austin Peay 20 9 62.65 .641 .790 ASUN
173 Bowling Green 16 14 62.62 .558 .790 MIDAM
174 UTRGV 17 14 62.45 .556 .788 STHLD
175 ETSU 23 11 62.45 .659 .788 STHRN
176 Navy 26 8 62.42 .728 .788 PATR
177 Cent Arkansas 20 12 62.36 .602 .787 ASUN
178 Fordham 17 15 62.29 .539 .786 ATL10
179 Marshall 18 13 62.25 .550 .786 SUN
180 Merrimack 23 11 62.21 .623 .786 MAAC
181 Idaho 19 15 62.17 .551 .785 BIGSKY
182 South Alabama 20 12 62.04 .589 .784 SUN
183 Daemen 33 2 61.95 .887 .783 2-ECST
184 Louisiana Tech 18 14 61.94 .537 .782 CUSA
185 Monmouth NJ 19 15 61.75 .548 .780 COAST
186 Oakland 15 16 61.60 .488 .779 HORZ
187 Massachusetts 17 16 61.59 .526 .778 MIDAM
188 New Mexico St 15 16 61.59 .502 .778 CUSA
189 Campbell 14 18 61.56 .452 .778 COAST
190 Queens NC 21 14 61.55 .573 .778 ASUN
191 Montana 15 15 61.55 .490 .778 BIGSKY
192 Furman 19 13 61.51 .577 .778 STHRN
193 San Jose St 8 24 61.22 .288 .774 MTNW
194 CSU East Bay 33 1 61.06 .869 .772 2-CALIF
195 Appalachian St 17 13 61.02 .560 .772 SUN
196 N Kentucky 17 14 60.92 .551 .771 HORZ
197 Drake 14 20 60.90 .437 .770 MOVAL
198 Florida Intl 12 17 60.87 .445 .770 CUSA
199 Tennessee St 20 10 60.83 .620 .770 OVC
200 WI Green Bay 18 15 60.79 .525 .769 HORZ
201 Buffalo 17 15 60.77 .536 .769 MIDAM
202 Harvard 17 12 60.76 .575 .769 IVY
203 Missouri St 16 18 60.75 .492 .769 CUSA
204 Siena 23 12 60.73 .630 .768 MAAC
205 Mercer 18 13 60.59 .584 .767 STHRN
206 Southern Miss 17 16 60.52 .506 .766 SUN
207 Anderson SC 28 3 60.49 .834 .766 2-SATL
208 Coastal Car 18 13 60.38 .536 .764 SUN
209 TAM C. Christi 16 15 60.32 .520 .764 STHLD
210 Cal Poly 14 19 60.23 .435 .763 BIGW
211 James Madison 18 15 60.16 .532 .762 SUN
212 Cornell 15 13 60.05 .541 .760 IVY
213 Ohio 14 17 60.04 .452 .760 MIDAM
214 LIU Brooklyn 24 11 60.00 .629 .760 NEC
215 Rice 11 18 59.98 .397 .760 AMER
216 E Washington 13 19 59.94 .437 .759 BIGSKY
217 Tarleton St 14 18 59.92 .465 .759 WAC
218 Texas St 18 13 59.91 .554 .759 SUN
219 Marist 19 12 59.88 .607 .758 MAAC
220 Quinnipiac 19 13 59.84 .583 .758 MAAC
221 Lipscomb 17 13 59.76 .547 .757 ASUN
222 San Diego 11 21 59.74 .368 .757 WCC
223 Weber St 14 16 59.69 .480 .756 BIGSKY
224 Columbia 16 12 59.69 .566 .756 IVY
225 Detroit 15 15 59.62 .483 .755 HORZ
226 New Orleans 15 18 59.42 .457 .753 STHLD
227 Jacksonville St 13 17 59.41 .463 .753 CUSA
228 Ga Southern 20 16 59.38 .529 .752 SUN
229 Dallas Bap 29 7 59.36 .773 .752 2-LONE
230 Samford 16 14 59.27 .535 .751 STHRN
231 La Salle 9 23 59.27 .320 .751 ATL10
232 Drexel 17 16 59.19 .512 .750 COAST
233 Stony Brook 17 15 59.04 .511 .748 COAST
234 TN Martin 19 11 58.96 .601 .747 OVC
235 Walsh 25 4 58.95 .798 .747 2-GRMW
236 Abilene Chr 12 19 58.81 .402 .745 WAC
237 UMBC 23 9 58.79 .689 .745 AMEAST
238 St Peter's 17 12 58.56 .559 .742 MAAC
239 Lander 30 6 58.37 .770 .740 2-PEACH
240 OK Baptist 31 4 58.30 .800 .739 2-GRAM
241 PFW 15 16 58.27 .460 .739 HORZ
242 Iona 18 14 58.18 .549 .738 MAAC
243 Indiana St 11 21 58.12 .402 .737 MOVAL
244 Howard 24 11 58.11 .668 .737 MEAC
245 Denver 15 17 58.10 .477 .737 SUMMIT
246 Michigan Tech 29 7 58.03 .726 .736 2-GLIAC
247 Fairfield 21 13 57.97 .579 .735 MAAC
248 East Carolina 11 20 57.97 .372 .735 AMER
249 Wofford 18 13 57.94 .551 .735 STHRN
250 Elon 14 18 57.71 .452 .732 COAST
251 Bethune-Cookman 16 15 57.70 .507 .731 SWAC
252 Loyola-Chicago 9 24 57.70 .294 .731 ATL10
253 SE Missouri St 18 13 57.60 .561 .730 OVC
254 Lubbock Chr 27 6 57.55 .752 .729 2-LONE
255 Youngstown St 13 17 57.54 .469 .729 HORZ
256 N Michigan 26 7 57.51 .758 .729 2-GLIAC
257 Grand Valley St 24 7 57.31 .729 .727 2-GLIAC
258 UTEP 11 20 57.23 .381 .726 CUSA
259 W Carolina 13 16 57.22 .450 .725 STHRN
260 Long Beach St 8 22 57.21 .322 .725 BIGW
261 North Dakota 16 17 57.14 .457 .724 SUMMIT
262 Pepperdine 7 23 57.12 .277 .724 WCC
263 Vermont 22 12 57.02 .620 .723 AMEAST
264 S Dakota St 11 18 56.92 .425 .722 SUMMIT
265 West Liberty 27 5 56.74 .807 .719 2-MNTE
266 FGCU 14 18 56.69 .458 .719 ASUN
267 NE Omaha 12 17 56.68 .421 .718 SUMMIT
268 E New Mexico 25 6 56.63 .759 .718 2-LONE
269 UC Riverside 8 22 56.59 .315 .717 BIGW
270 UNC Asheville 12 17 56.58 .437 .717 BIGSTH
271 Nicholls St 13 19 56.52 .404 .716 STHLD
272 Idaho St 10 20 56.47 .368 .716 BIGSKY
273 E Michigan 9 21 56.46 .359 .716 MIDAM
274 Lenoir-Rhyne 26 9 56.41 .728 .715 2-SATL
275 Southern Utah 7 22 56.23 .291 .712 WAC
276 South Dakota 13 16 56.18 .446 .712 SUMMIT
277 Colgate 18 15 56.18 .538 .712 PATR
278 Rockhurst 21 7 56.13 .728 .711 2-GLVAL
279 Old Dominion 12 21 56.13 .402 .711 SUN
280 Morehead St 17 13 55.97 .510 .709 OVC
281 WI Milwaukee 12 20 55.76 .390 .706 HORZ
282 Point Loma 26 6 55.55 .777 .704 2-PACW
283 Catawba 23 10 55.55 .685 .704 2-SATL
284 Palm Beach Atl 23 6 55.36 .739 .701 2-SUNS
285 American Univ 15 16 55.33 .505 .701 PATR
286 SIUE 17 13 55.26 .563 .700 OVC
287 CS Sacramento 10 21 55.23 .357 .699 BIGSKY
288 Indiana PA 24 8 55.19 .700 .699 2-PENN
289 C Missouri 23 10 55.10 .679 .698 2-MAIAA
290 Black Hills St 27 5 55.06 .782 .697 2-RMTN
291 Radford 16 16 55.05 .513 .697 BIGSTH
292 Princeton 9 20 55.02 .369 .697 IVY
293 California PA 23 9 54.95 .683 .696 2-PENN
294 Southern Univ 14 17 54.94 .450 .695 SWAC
295 Mt St Mary's 15 17 54.92 .469 .695 MAAC
296 Hampton 11 19 54.89 .397 .695 COAST
297 W Michigan 9 21 54.89 .343 .695 MIDAM
298 Delaware 10 21 54.84 .352 .694 CUSA
299 Evansville 5 25 54.84 .217 .694 MOVAL
300 Lindenwood 15 15 54.79 .499 .693 OVC
301 Lamar 10 19 54.78 .395 .693 STHLD
302 St Martin's 24 6 54.69 .755 .692 2-GRNW
303 Bellarmine 12 19 54.51 .413 .690 ASUN
304 St Edward's 23 9 54.39 .687 .688 2-LONE
305 Fairmont St 26 6 54.34 .777 .687 2-MNTE
306 Charleston So 14 17 54.32 .483 .687 BIGSTH
307 C Michigan 10 21 54.31 .367 .687 MIDAM
308 West Georgia 14 17 54.31 .446 .687 ASUN
309 Presbyterian 12 18 54.26 .414 .686 BIGSTH
310 UNC Greensboro 14 19 54.25 .423 .686 STHRN
311 Dartmouth 10 16 54.07 .392 .684 IVY
312 Boston Univ 17 17 54.01 .506 .683 PATR
313 Alabama A&M 15 15 53.97 .491 .682 SWAC
314 Prairie View 16 18 53.93 .474 .682 SWAC
315 Incarnate Word 10 19 53.91 .379 .682 STHLD
316 Lehigh 17 17 53.91 .483 .681 PATR
317 Louisiana 11 22 53.74 .349 .679 SUN
318 Sacred Heart 14 19 53.71 .442 .679 MAAC
319 West Alabama 25 6 53.68 .751 .678 2-GULF
320 Lake Erie 22 9 53.65 .656 .678 2-GRMW
321 Ball St 12 19 53.64 .400 .678 MIDAM
322 Longwood 16 16 53.54 .517 .676 BIGSTH
323 NC A&T 9 19 53.49 .356 .676 COAST
324 Central Conn 18 12 53.46 .558 .675 NEC
325 Florida A&M 14 16 53.44 .459 .675 SWAC
326 St Cloud 26 7 53.09 .732 .670 2-NSUN
327 Jacksonville 10 20 52.89 .358 .667 ASUN
328 Georgia St 9 22 52.89 .335 .667 SUN
329 E Kentucky 9 21 52.89 .337 .667 ASUN
330 St Mary's TX 22 10 52.85 .658 .667 2-LONE
331 Houston Chr 11 20 52.80 .364 .666 STHLD
332 Harding 22 8 52.77 .697 .666 2-GRAM
333 MO Western 20 12 52.73 .597 .665 2-MAIAA
334 Ouachita 20 7 52.63 .708 .664 2-GRAM
335 East Texas A&M 9 21 52.61 .323 .664 STHLD
336 Stetson 11 21 52.60 .366 .663 ASUN
337 Northwestern LA 8 22 52.43 .313 .661 STHLD
338 Chattanooga 10 19 52.43 .382 .661 STHRN
339 Northern Arizona 7 22 52.43 .276 .661 BIGSKY
340 Southern Nazarene 23 8 52.43 .697 .661 2-GRAM
341 Mercyhurst 16 17 52.40 .502 .661 NEC
342 Wm Jewell 21 10 52.32 .630 .660 2-GLVAL
343 Rogers St 20 11 52.32 .616 .660 2-MAIAA
344 Northeastern 7 24 52.32 .287 .659 COAST
345 W New Mexico 22 9 52.29 .656 .659 2-LONE
346 McKendree 21 9 52.25 .677 .659 2-GLVAL
347 Cleveland St 10 22 52.15 .324 .657 HORZ
348 SE Louisiana 8 22 52.14 .312 .657 STHLD
349 North Georgia 22 8 52.03 .681 .655 2-PEACH
350 Lake Superior 15 12 51.97 .564 .655 2-GLIAC
351 CS Bakersfield 7 24 51.97 .260 .655 BIGW
352 Ark Pine Bluff 11 19 51.94 .372 .654 SWAC
353 AL Huntsville 21 10 51.92 .651 .654 2-GULF
354 Grambling 13 19 51.87 .436 .653 SWAC
355 SC Upstate 12 19 51.76 .410 .652 BIGSTH
356 N Illinois 8 21 51.66 .292 .650 MIDAM
357 Montevallo 20 9 51.53 .664 .649 2-GULF
358 Oral Roberts 7 23 51.48 .281 .648 SUMMIT
359 Le Moyne 15 17 51.43 .476 .647 NEC
360 Arkansas-FS 19 9 51.27 .646 .645 2-MAIAA
361 Manhattan 12 20 51.17 .385 .643 MAAC
362 Brown 9 18 51.17 .375 .643 IVY
363 TX Southern 10 18 51.14 .378 .643 SWAC
364 Ark Little Rock 10 20 51.14 .369 .643 OVC
365 UVA-Wise 19 11 51.10 .605 .642 2-SATL
366 Tennessee Tech 11 18 51.05 .404 .642 OVC
367 NJIT 16 17 51.05 .453 .642 AMEAST
368 Columbus St 22 9 51.02 .651 .641 2-PEACH
369 Fort Hays St 15 10 51.02 .585 .641 2-MAIAA
370 E Illinois 12 20 50.94 .390 .640 OVC
371 W Texas A&M 19 11 50.91 .611 .640 2-LONE
372 Ashland 18 11 50.77 .582 .638 2-GRMW
373 Findlay 18 12 50.77 .599 .638 2-GRMW
374 Lincoln Mem 19 12 50.60 .598 .635 2-SATL
375 Jackson St 12 21 50.44 .346 .633 SWAC
376 West Florida 22 9 50.34 .671 .632 2-GULF
377 Air Force 3 29 50.25 .136 .630 MTNW
378 Carson-Newman 17 11 50.24 .591 .630 2-SATL
379 Mary Washington 30 3 50.23 .840 .630 3-COAST
380 UT San Antonio 3 25 50.10 .157 .628 AMER
381 Wagner 12 17 50.09 .428 .628 NEC
382 MA Lowell 14 18 50.03 .450 .627 AMEAST
383 CS Dom. Hills 22 9 50.02 .655 .627 2-CALIF
384 Trinity CT 29 3 50.01 .870 .627 3-NESC
385 Academy of Art 0 0 50.00 .000 .627 2-PACW
385 Limestone 0 0 50.00 .000 .627 2-SATL
385 S Dakota Tech 0 0 50.00 .000 .627 2-RMTN
385 Sonoma St 0 0 50.00 .000 .627 2-CALIF
389 FL Southern 22 11 49.95 .635 .626 2-SUNS
390 Felician 28 4 49.89 .796 .625 2-CATL
391 New Haven 14 17 49.83 .460 .624 NEC
392 MN Duluth 23 12 49.77 .645 .623 2-NSUN
393 Lafayette 11 21 49.66 .364 .622 PATR
394 OH Dominican 16 10 49.59 .610 .621 2-GRMW
395 Alabama St 9 22 49.58 .337 .621 SWAC
396 Citadel 11 22 49.56 .346 .620 STHRN
397 Bucknell 10 23 49.55 .328 .620 PATR
398 Missouri S&T 17 9 49.41 .637 .618 2-GLVAL
399 St Anselm 26 8 49.29 .712 .617 2-NE10
400 Loyola MD 12 20 49.22 .410 .616 PATR
401 Canisius 10 21 49.17 .342 .615 MAAC
402 Norfolk St 13 17 49.06 .457 .613 MEAC
403 North Alabama 8 21 48.92 .291 .611 ASUN
404 CSU-Pueblo 20 7 48.87 .705 .610 2-RMTN
405 Emory 27 4 48.87 .803 .610 3-UAA
406 IUPUI 5 25 48.87 .236 .610 HORZ
407 AK Anchorage 16 12 48.77 .552 .609 2-GRNW
408 Charleston WV 19 10 48.75 .644 .609 2-MNTE
409 Holy Cross 11 22 48.72 .367 .608 PATR
410 MO St Louis 15 13 48.60 .568 .606 2-GLVAL
411 Alcorn St 9 23 48.50 .294 .605 SWAC
412 Randolph-Macon 27 4 48.50 .855 .605 3-ODAC
413 West Chester 21 8 48.48 .698 .605 2-PENN
414 MO Southern 16 14 48.35 .526 .603 2-MAIAA
415 Virginia Union 22 6 48.31 .728 .602 2-CIAA
416 Augustana SD 17 10 48.30 .604 .602 2-NSUN
417 SC Beaufort 19 10 48.29 .617 .602 2-PEACH
418 CO Mesa 20 11 48.18 .607 .600 2-RMTN
419 Concordia SP 19 10 48.16 .609 .600 2-NSUN
420 Hawaii Pacific 19 13 48.01 .561 .598 2-PACW
421 Millersville 20 9 47.92 .689 .597 2-PENN
422 MT St-Billings 17 11 47.86 .602 .596 2-GRNW
423 Purdue Northwest 13 14 47.84 .493 .595 2-GLIAC
424 IL Springfield 14 11 47.75 .551 .594 2-GLVAL
425 Ft Lewis 17 11 47.72 .579 .594 2-RMTN
426 North Florida 5 25 47.70 .222 .593 ASUN
427 Army 11 21 47.62 .362 .592 PATR
428 Niagara 8 22 47.57 .316 .592 MAAC
429 KY Wesleyan 13 13 47.54 .491 .591 2-GRMW
430 SUNY Albany 10 21 47.46 .367 .590 AMEAST
431 Slippery Rock 17 12 47.36 .561 .588 2-PENN
432 Indianapolis 17 13 47.36 .572 .588 2-GLVAL
433 Northwood MI 14 13 47.32 .506 .588 2-GRMW
434 Morgan St 12 16 47.28 .415 .587 MEAC
435 MN Mankato 20 12 47.27 .594 .587 2-NSUN
436 Seton Hill 18 13 47.15 .571 .585 2-PENN
437 NW Nazarene 16 11 47.13 .549 .585 2-GRNW
438 Trevecca Naz 17 11 47.11 .595 .585 2-GULF
439 Fayetteville St 23 7 47.09 .699 .584 2-CIAA
440 Tampa 15 12 46.97 .541 .583 2-SUNS
441 Stonehill 12 21 46.97 .394 .583 NEC
442 Chicago 24 5 46.94 .771 .582 3-UAA
443 E Stroudsburg 21 9 46.91 .676 .582 2-PENN
444 Westmont 18 12 46.81 .587 .580 2-PACW
445 Upper Iowa 16 11 46.81 .584 .580 2-GLVAL
446 Drury 14 14 46.77 .484 .580 2-GLVAL
447 St Thomas TX 28 3 46.72 .830 .579 3-SCAC
448 NC Central 11 18 46.64 .374 .578 MEAC
449 Pittsburg St 14 15 46.59 .513 .577 2-MAIAA
450 F Dickinson 10 21 46.57 .358 .577 NEC
451 Emory & Henry 16 13 46.41 .517 .574 2-SATL
452 Wayne St MI 11 14 46.39 .446 .574 2-GLIAC
453 CS Monterey Bay 17 12 46.35 .586 .574 2-CALIF
454 Barry 13 13 46.32 .488 .573 2-SUNS
455 Wheeling 19 9 46.31 .625 .573 2-MNTE
456 C Washington 14 14 46.24 .512 .572 2-GRNW
457 Davenport 11 15 46.22 .436 .572 2-GLIAC
458 Valdosta St 17 12 46.21 .573 .572 2-GULF
459 Bentley 19 10 46.16 .654 .571 2-NE10
460 C Oklahoma 14 16 46.12 .482 .570 2-MAIAA
461 SW Minnesota 16 12 46.12 .578 .570 2-NSUN
462 NW Missouri 12 16 46.12 .418 .570 2-MAIAA
463 Saginaw Val 12 15 46.04 .465 .569 2-GLIAC
464 Shepherd 20 10 45.96 .625 .568 2-PENN
465 Georgia SW 16 13 45.89 .567 .567 2-PEACH
466 Seattle Pacific 12 12 45.86 .506 .566 2-GRNW
467 Flagler 15 12 45.77 .535 .565 2-PEACH
468 Adams St 18 11 45.75 .589 .565 2-RMTN
469 Angelo St 16 15 45.73 .525 .564 2-LONE
470 CS Poly Pomona 17 12 45.73 .561 .564 2-CALIF
471 Glenville St 18 12 45.66 .598 .563 2-MNTE
472 Lee TN 14 13 45.61 .521 .563 2-GULF
473 Wingate 15 14 45.59 .514 .562 2-SATL
474 UT Tyler 12 11 45.49 .519 .561 2-LONE
475 Southern Indiana 7 23 45.30 .301 .558 OVC
476 Chicago St 6 25 45.23 .241 .557 NEC
477 New Hampshire 9 21 45.16 .335 .556 AMEAST
478 Concordia CA 16 14 45.00 .528 .554 2-PACW
479 Dominican CA 15 13 44.94 .535 .553 2-PACW
480 Humboldt St 17 16 44.90 .483 .552 2-CALIF
481 Maine 7 24 44.78 .282 .550 AMEAST
482 Cedarville 10 15 44.77 .429 .550 2-GRMW
483 Bryant 9 22 44.77 .320 .550 AMEAST
484 Thomas More 9 15 44.76 .440 .550 2-GRMW
485 Lynn 12 14 44.66 .479 .549 2-SUNS
486 Embry-Riddle FL 11 15 44.66 .460 .549 2-SUNS
487 Chris Newport 25 6 44.49 .725 .546 3-COAST
488 NC Pembroke 21 9 44.43 .685 .545 2-CAROL
489 Clarion 11 16 44.38 .418 .544 2-PENN
490 Georgia C&S 15 14 44.29 .505 .543 2-PEACH
491 Vanguard 15 13 44.24 .520 .542 2-PACW
492 AK Fairbanks 11 14 44.19 .448 .542 2-GRNW
493 SW Baptist 11 14 44.17 .452 .541 2-GLVAL
494 Wm Jessup 13 14 44.12 .495 .541 2-PACW
495 S Carolina St 8 22 44.05 .281 .540 MEAC
496 WI Parkside 12 16 44.03 .448 .539 2-GLIAC
497 ULM 2 28 43.92 .154 .538 SUN
498 Malone 10 14 43.90 .401 .537 2-GRMW
499 W Washington 12 16 43.89 .453 .537 2-GRNW
500 IL Wesleyan 26 5 43.76 .758 .535 3-ILWI
501 Chaminade 13 15 43.74 .452 .535 2-PACW
502 MD E Shore 8 23 43.69 .312 .534 MEAC
503 Sioux Falls 13 15 43.66 .474 .534 2-NSUN
504 Assumption 17 13 43.65 .561 .534 2-NE10
505 St Francis PA 6 24 43.61 .246 .533 NEC
506 Hillsdale 9 18 43.50 .373 .531 2-GRMW
507 Rider 4 25 43.44 .197 .530 MAAC
508 East Central OK 13 14 43.43 .493 .530 2-GRAM
509 CS San Bern. 14 15 43.41 .493 .530 2-CALIF
510 Eckerd 12 14 43.38 .464 .530 2-SUNS
511 Virginia St 21 10 43.33 .653 .529 2-CIAA
512 Biola 13 13 43.31 .500 .529 2-PACW
513 Washington StL 20 8 43.30 .689 .528 3-UAA
514 CS San Marcos 13 14 43.28 .486 .528 2-CALIF
515 TX A&M K'ville 11 15 43.26 .413 .528 2-LONE
516 Quincy 11 16 43.10 .429 .525 2-GLVAL
517 Tufts 23 6 43.09 .750 .525 3-NESC
518 Concord 15 16 42.97 .488 .524 2-MNTE
519 Wayne St NE 13 14 42.92 .483 .523 2-NSUN
520 Adelphi 18 12 42.73 .587 .520 2-NE10
521 Truman St 11 16 42.70 .403 .519 2-GLVAL
522 Gust Adolphus 27 3 42.65 .852 .519 3-MIAC
523 St Michael's 19 14 42.49 .546 .516 2-NE10
524 Young Harris 23 9 42.44 .676 .516 2-CAROL
525 Edinboro 12 15 42.44 .452 .516 2-PENN
526 VMI 4 26 42.34 .184 .514 STHRN
527 Fresno Pacific 14 16 42.27 .450 .513 2-PACW
528 Pitt-Johnstown 11 16 42.26 .437 .513 2-PENN
529 CS Stanislaus 12 15 42.26 .462 .513 2-CALIF
530 Tuskegee 22 7 42.26 .700 .513 2-SIAC
531 Jamestown 13 14 42.25 .488 .513 2-NSUN
532 NE Oklahoma 10 16 42.18 .398 .512 2-MAIAA
533 Rollins 10 16 42.15 .432 .511 2-SUNS
534 NE Kearney 11 17 42.11 .385 .511 2-MAIAA
535 Oklahoma Chr 9 15 42.09 .395 .510 2-LONE
536 Morehouse 22 11 42.04 .638 .510 2-SIAC
537 Moorhead St 13 16 41.76 .461 .506 2-NSUN
538 Col Springs 13 15 41.76 .485 .505 2-RMTN
539 SC Aiken 12 16 41.63 .436 .504 2-PEACH
540 Redlands 24 6 41.60 .771 .503 3-SCIAC
541 Emporia St 7 19 41.49 .309 .502 2-MAIAA
542 Roanoke 22 7 41.46 .743 .501 3-ODAC
543 WI LaCrosse 24 7 41.37 .721 .500 3-WISC
544 S New Hampshire 15 14 41.35 .513 .499 2-NE10
545 Frostburg St 15 15 41.27 .508 .498 2-MNTE
546 Coppin St 6 24 41.25 .217 .498 MEAC
547 Ferris St 8 19 41.17 .316 .497 2-GLIAC
548 Colorado Mines 14 16 41.16 .476 .497 2-RMTN
549 Goldey Beacom 21 11 41.16 .619 .497 2-CATL
550 Wesleyan CT 23 7 41.15 .722 .496 3-NESC
551 Hood 26 4 41.15 .811 .496 3-MATL
552 S Arkansas 11 18 40.92 .415 .493 2-GRAM
553 Mt Union 23 4 40.82 .795 .492 3-OHIO
554 Pace 16 11 40.75 .558 .490 2-NE10
555 Binghamton 8 23 40.71 .302 .490 AMEAST
556 Delta St 10 17 40.68 .406 .489 2-GULF
557 Northern St SD 12 18 40.66 .423 .489 2-NSUN
558 Clark Atlanta 22 8 40.66 .656 .489 2-SIAC
559 Augusta 11 18 40.63 .419 .489 2-PEACH
560 Newberry 10 18 40.47 .381 .486 2-SATL
561 Tusculum 9 20 40.47 .346 .486 2-SATL
562 Missouri KC 1 27 40.43 .097 .486 SUMMIT
563 Florida Tech 10 18 40.37 .372 .485 2-SUNS
564 Staten Island 19 9 40.36 .639 .485 2-ECST
565 T Jefferson 16 11 40.35 .575 .485 2-CATL
566 W Illinois 3 26 40.26 .167 .483 OVC
567 Delaware St 7 23 40.25 .273 .483 MEAC
568 NM Highlands 12 22 40.04 .377 .480 2-RMTN
569 UC Merced 9 17 39.98 .379 .479 2-IND
570 Endicott 28 2 39.92 .853 .478 3-CNE
571 SW Oklahoma 9 18 39.88 .385 .478 2-GRAM
572 WI Whitewater 21 8 39.70 .686 .475 3-WISC
573 Claflin 14 11 39.61 .533 .474 2-CIAA
574 Permian Basin 10 19 39.59 .372 .473 2-LONE
575 Henderson St 10 18 39.54 .393 .473 2-GRAM
576 Miles 19 8 39.53 .650 .472 2-SIAC
577 Claremont M.S. 22 5 39.49 .778 .472 3-SCIAC
578 Thomas Aquinas 17 13 39.47 .544 .472 2-ECST
579 Chowan 18 14 39.45 .571 .471 2-CAROL
580 Otterbein 23 6 39.41 .741 .471 3-OHIO
581 Minot St 11 16 39.34 .417 .470 2-NSUN
582 Montclair St 25 3 39.30 .835 .469 3-NJAC
583 Gardner Webb 3 29 39.22 .135 .468 BIGSTH
584 NW Oklahoma St 10 18 39.22 .362 .468 2-GRAM
585 Catholic 20 8 39.11 .697 .466 3-LAND
586 John Carroll 23 7 39.07 .731 .466 3-NCAC
587 W Oregon 9 18 38.92 .354 .463 2-GRNW
588 Trinity TX 22 8 38.83 .698 .462 3-SAA
589 Shippensburg 13 15 38.79 .468 .462 2-PENN
590 NYU 18 9 38.78 .643 .461 3-UAA
591 Westminster UT 10 17 38.72 .405 .460 2-RMTN
592 CS Chico 7 18 38.59 .345 .459 2-CALIF
593 Bluefield St 16 17 38.50 .495 .457 2-CIAA
594 Midwest TX St 7 20 38.49 .303 .457 2-LONE
595 SE Oklahoma 9 20 38.44 .332 .456 2-GRAM
596 Winona St 9 19 38.41 .339 .456 2-NSUN
597 VA Wesleyan 18 8 38.39 .666 .456 3-ODAC
598 WI Stevens Pt 19 8 38.29 .677 .454 3-WISC
599 Union TN 9 17 38.23 .376 .453 2-GULF
600 Carthage 18 8 38.13 .673 .452 3-ILWI
601 Simon Fraser 6 20 38.08 .281 .451 2-GRNW
602 Colorado Chr 9 16 37.96 .359 .449 2-RMTN
603 Cal St-LA 9 19 37.91 .349 .449 2-CALIF
604 Caldwell 15 16 37.88 .488 .448 2-CATL
605 Shaw NC 14 11 37.85 .547 .448 2-CIAA
606 Texas A&M Intl 7 20 37.71 .289 .446 2-LONE
607 MS Valley St 3 30 37.62 .141 .444 SWAC
608 Mars Hill 8 19 37.62 .334 .444 2-SATL
609 Babson 22 7 37.56 .713 .443 3-NEWN
610 S Connecticut 11 15 37.52 .450 .443 2-NE10
611 Dominican NY 13 16 37.48 .460 .442 2-CATL
612 Arkansas Tech 7 21 37.46 .305 .442 2-GRAM
613 Cameron 7 22 37.35 .279 .440 2-LONE
614 UT Dallas 7 20 37.21 .313 .438 2-LONE
615 Amherst 19 8 37.14 .689 .437 3-NESC
616 Emmanuel GA 18 13 37.14 .551 .437 2-CAROL
617 WI Platteville 18 10 37.02 .599 .435 3-WISC
618 Elmhurst 19 9 36.92 .625 .434 3-ILWI
619 Ark Monticello 8 18 36.90 .334 .434 2-GRAM
620 M Hardin-Baylor 18 8 36.85 .652 .433 3-AMSW
621 Lincoln MO 6 17 36.84 .326 .433 2-GLVAL
622 Davis & Elkins 10 20 36.78 .386 .432 2-MNTE
623 Azusa Pacific 6 20 36.70 .300 .431 2-PACW
624 Johns Hopkins 21 7 36.60 .717 .429 3-CENT
625 Mississippi Col 9 18 36.52 .352 .428 2-GULF
626 Metro St 9 17 36.51 .376 .428 2-RMTN
627 Bemidji St 8 18 36.37 .362 .426 2-NSUN
628 WI Oshkosh 17 9 36.23 .624 .424 3-WISC
629 College of NJ 22 7 36.17 .706 .423 3-NJAC
630 Roosevelt 4 23 35.97 .187 .420 2-GLIAC
631 Hampden-Sydney 17 10 35.80 .617 .418 3-ODAC
632 Ferrum 14 11 35.76 .540 .417 2-CAROL
633 Mid Georgia 7 19 35.75 .305 .417 2-PEACH
634 Ohio Northern 18 9 35.74 .649 .417 3-OHIO
635 Sul Ross 5 21 35.70 .233 .416 2-LONE
636 Concordia TX 20 5 35.68 .724 .416 3-SCAC
637 Tiffin 5 21 35.67 .241 .416 2-GRMW
638 Denison 18 9 35.66 .626 .416 3-NCAC
639 DePauw 18 8 35.60 .653 .415 3-NCAC
640 Hawaii Hilo 5 24 35.37 .246 .411 2-PACW
641 Post 12 17 35.31 .416 .411 2-CATL
642 Bates 18 9 35.31 .638 .411 3-NESC
643 Calvin 19 8 35.20 .702 .409 3-MIAA
644 Savannah St 16 12 35.17 .545 .409 2-SIAC
645 Brandeis 13 13 35.08 .512 .407 3-UAA
646 Worcester Tech 21 6 35.05 .720 .407 3-NEWN
647 Edward Waters 15 16 35.05 .492 .407 2-SIAC
648 Wilmington DE 11 18 35.03 .418 .407 2-CATL
649 Bridgeport 10 17 34.91 .430 .405 2-CATL
650 North Greenville 16 12 34.91 .550 .405 2-CAROL
651 Frank & Marsh 22 6 34.84 .729 .404 3-CENT
652 Rhodes 22 7 34.77 .710 .403 3-SAA
653 Whitworth 21 6 34.76 .746 .403 3-NW
654 Menlo 5 24 34.69 .240 .402 2-PACW
655 Drew 19 7 34.48 .703 .399 3-LAND
656 Barton 14 16 34.34 .504 .397 2-CAROL
657 St Leo 5 22 34.31 .228 .396 2-SUNS
658 JC Smith 10 16 34.19 .392 .395 2-CIAA
659 Yeshiva 22 9 34.01 .687 .392 3-SKYL
660 Cortland St 24 5 33.99 .801 .392 3-SUNY
661 Point Park 8 19 33.96 .321 .391 2-MNTE
662 LeMoyne-Owen 13 14 33.95 .499 .391 2-SIAC
663 Western St CO 8 19 33.93 .324 .391 2-RMTN
664 North Park 16 11 33.86 .556 .390 3-ILWI
665 Chr Brothers 4 22 33.83 .227 .389 2-GULF
666 Trine 20 8 33.76 .687 .388 3-MIAA
667 Wittenberg 18 9 33.74 .640 .388 3-NCAC
668 Grinnell 22 4 33.72 .806 .388 3-MW
669 Holy Family 12 17 33.67 .419 .387 2-CATL
670 Chapman 18 9 33.59 .619 .386 3-SCIAC
671 Fort Valley St 12 14 33.50 .465 .385 2-SIAC
672 York PA 20 7 33.42 .694 .383 3-MATL
673 Hope 18 10 33.31 .603 .382 3-MIAA
674 Scranton 19 7 33.30 .671 .382 3-LAND
675 Franklin Pierce 7 22 33.21 .298 .381 2-NE10
676 Chadron St 6 20 33.20 .267 .380 2-RMTN
677 Colby 15 9 33.11 .601 .379 3-NESC
678 WV State 8 21 33.10 .301 .379 2-MNTE
679 St Joseph CT 20 8 33.08 .696 .379 3-GRNE
680 Lincoln PA 9 21 33.03 .344 .378 2-CIAA
681 Gettysburg 17 11 32.96 .595 .377 3-CENT
682 W Connecticut 21 7 32.91 .721 .376 3-LTLE
683 Loras 20 9 32.90 .658 .376 3-AMER
684 W New England 20 7 32.78 .695 .374 3-CNE
685 Benedict 12 14 32.75 .485 .374 2-SIAC
686 Wilkes 18 10 32.71 .617 .373 3-LAND
687 Wash & Jeff 23 7 32.70 .710 .373 3-PRES
688 Bloomfield 1 2 32.65 .373 .373 2-CATL
689 Coe 19 10 32.55 .624 .371 3-AMER
690 Occidental 17 9 32.52 .613 .371 3-SCIAC
691 Bowdoin 15 10 32.47 .564 .370 3-NESC
692 Guilford 13 13 32.31 .538 .368 3-ODAC
693 Carroll WI 12 14 32.23 .498 .367 3-ILWI
694 Case Western 12 13 32.20 .493 .366 3-UAA
695 Georgian Court 10 21 32.15 .338 .365 2-CATL
696 Millikin 14 11 32.11 .559 .365 3-ILWI
697 Maryville TN 21 5 32.04 .766 .364 3-CCSTH
698 S Wesleyan 12 18 32.03 .403 .364 2-CAROL
699 Coker 4 24 32.03 .194 .364 2-SATL
700 Lock Haven 8 19 32.01 .324 .364 2-PENN
701 Washington & Lee 17 10 31.97 .588 .363 3-ODAC
702 Hardin-Simmons 16 10 31.94 .603 .363 3-AMSW
703 Carnegie Mellon 11 15 31.93 .444 .363 3-UAA
704 Farmingdale 24 5 31.93 .778 .362 3-SKYL
705 Wabash 15 11 31.77 .568 .360 3-NCAC
706 Dubuque 18 10 31.70 .615 .359 3-AMER
707 Central St OH 10 20 31.68 .394 .359 2-SIAC
708 Wheaton IL 13 13 31.64 .504 .358 3-ILWI
709 CT College 16 9 31.64 .633 .358 3-NESC
710 Elizabethtown 17 9 31.52 .628 .357 3-LAND
711 Albany GA 12 18 31.50 .397 .356 2-SIAC
712 Keene St 20 12 31.38 .607 .355 3-LTLE
713 S Francisco St 4 26 31.32 .180 .354 2-CALIF
714 Chestnut Hill 8 19 31.28 .335 .353 2-CATL
715 Olivet MI 15 13 31.22 .531 .352 3-MIAA
716 NE Wesleyan 18 8 31.21 .649 .352 3-AMER
717 King 12 17 31.10 .420 .351 2-CAROL
718 Lane 10 18 31.09 .411 .351 2-SIAC
719 Heidelberg 16 13 30.95 .516 .349 3-OHIO
720 MN Crookston 5 23 30.91 .226 .348 2-NSUN
721 Transylvania 20 9 30.87 .654 .348 3-HEART
722 Concordia Mhd 19 7 30.84 .689 .347 3-MIAC
723 WI Eau Claire 14 11 30.82 .553 .347 3-WISC
724 Bowie St 7 22 30.82 .286 .347 2-CIAA
725 Newman 2 23 30.77 .133 .346 2-MAIAA
726 UC Santa Cruz 10 12 30.65 .454 .345 3-COAST
727 Muskingum 15 11 30.64 .550 .344 3-OHIO
728 St Joseph's ME 20 9 30.57 .677 .344 3-GRNE
729 Susquehanna 16 13 30.55 .525 .343 3-LAND
730 St John's MN 16 12 30.54 .556 .343 3-MIAC
731 Auburn M'gomery 5 24 30.52 .216 .343 2-GULF
732 D'Youville 8 18 30.51 .348 .343 2-ECST
733 Lynchburg 14 13 30.42 .539 .341 3-ODAC
734 Augustana IL 10 15 30.37 .419 .341 3-ILWI
735 Salve Regina 19 8 30.27 .628 .339 3-NEWN
736 Roberts Wslyn 9 18 30.22 .351 .339 2-ECST
737 Lewis 3 24 30.21 .173 .339 2-GLVAL
738 Salem WV 6 19 30.21 .246 .339 2-MNTE
739 Mary ND 3 23 30.16 .205 .338 2-NSUN
740 American Intl 5 23 29.99 .234 .336 2-NE10
741 Aurora 23 6 29.97 .731 .335 3-NATH
742 Rochester NY 11 14 29.92 .466 .335 3-UAA
743 Mt Olive 10 20 29.71 .375 .332 2-CAROL
744 Albertus Magnus 19 8 29.70 .708 .332 3-GRNE
745 Ursinus 18 9 29.65 .661 .331 3-CENT
746 Converse 10 16 29.60 .402 .330 2-CAROL
747 R Stockton 16 11 29.57 .592 .330 3-NJAC
748 Anderson IN 18 10 29.55 .633 .330 3-HEART
749 Molloy 8 20 29.16 .319 .324 2-ECST
750 Livingstone 9 17 29.13 .351 .324 2-CIAA
751 E Connecticut 17 10 29.10 .623 .323 3-LTLE
752 Albright 16 10 29.06 .592 .323 3-MATL
753 Le Tourneau 17 10 29.05 .630 .323 3-SCAC
754 Lancaster Bib 20 8 29.01 .714 .322 3-UEAST
755 Franciscan OH 19 9 28.91 .657 .321 3-PRES
756 Union NY 19 7 28.79 .695 .319 3-LIB
757 Averett 14 12 28.75 .529 .319 3-ODAC
758 S Maine 16 10 28.62 .599 .317 3-LTLE
759 Moravian 15 10 28.57 .556 .316 3-LAND
760 Monmouth IL 20 7 28.39 .680 .314 3-MW
761 Pitt-Greensburg 22 8 28.37 .706 .314 3-AMTN
762 MA Boston 16 11 28.29 .580 .313 3-LTLE
763 Clayton St 3 26 28.29 .153 .313 2-PEACH
764 Francis Marion 7 22 28.27 .290 .312 2-CAROL
765 Vassar 20 10 28.24 .642 .312 3-LIB
766 Whittier 11 12 28.20 .479 .311 3-SCIAC
767 Oswego St 23 5 28.14 .788 .311 3-SUNY
768 Williams 13 11 28.11 .544 .310 3-NESC
769 Milwaukee Eng 19 8 28.09 .661 .310 3-NATH
770 Queens NY 8 18 28.07 .323 .310 2-ECST
771 Rose-Hulman 17 10 28.07 .612 .310 3-HEART
772 Rensselaer 21 6 28.02 .727 .309 3-LIB
773 Shorter 9 17 27.86 .377 .307 2-CAROL
774 Wheaton MA 17 11 27.82 .580 .306 3-NEWN
775 Kutztown 4 20 27.76 .215 .306 2-PENN
776 St Norbert 20 7 27.70 .716 .305 3-NATH
777 N Central IL 8 18 27.64 .359 .304 3-ILWI
778 Arcadia 18 9 27.61 .659 .304 3-MATL
779 Cal Lutheran 13 13 27.56 .507 .303 3-SCIAC
780 Augsburg 17 10 27.51 .610 .302 3-MIAC
781 Webster 20 6 27.48 .721 .302 3-SLIAC
782 Maryville MO 2 24 27.47 .111 .302 2-GLVAL
783 Chatham 17 8 27.43 .638 .301 3-PRES
784 Lees-McRae 9 18 27.09 .354 .297 2-CAROL
785 Hamline 15 10 27.06 .622 .296 3-MIAC
786 Lake Forest 16 10 27.04 .611 .296 3-MW
787 Oberlin 13 13 27.03 .516 .296 3-NCAC
788 Clark MA 12 14 26.94 .488 .295 3-NEWN
789 NC Wesleyan 19 7 26.92 .680 .295 3-USA
790 Marymount VA 16 9 26.92 .624 .295 3-ATLE
791 Stevens 18 10 26.90 .614 .294 3-MATL
792 St Vincent 15 10 26.85 .590 .294 3-PRES
793 Eliz. City St 4 21 26.78 .223 .293 2-CIAA
794 Puget Sound 16 10 26.73 .573 .292 3-NW
795 Wilmington OH 11 15 26.73 .450 .292 3-OHIO
796 MA Dartmouth 13 12 26.64 .524 .291 3-LTLE
797 Wartburg 14 12 26.63 .548 .291 3-AMER
798 Pfeiffer 17 11 26.53 .576 .289 3-USA
799 W Salem St 4 19 26.46 .239 .289 2-CIAA
800 PSU-Behrend 20 8 26.46 .680 .289 3-AMTN
801 Allen 7 19 26.42 .315 .288 2-SIAC
802 Westminster PA 17 9 26.26 .618 .286 3-PRES
803 Marietta 9 16 26.26 .372 .286 3-OHIO
804 Suffolk 16 11 26.15 .595 .285 3-CNE
805 PSU-Harrisburg 18 11 26.10 .619 .284 3-UEAST
806 Swarthmore 13 13 26.05 .489 .283 3-CENT
807 Capital 9 17 25.94 .404 .282 3-OHIO
808 Franklin 16 12 25.92 .549 .282 3-HEART
809 Bloomsburg 4 22 25.55 .176 .277 2-PENN
810 Kentucky St 6 23 25.46 .245 .276 2-SIAC
811 St Olaf 15 11 25.36 .545 .274 3-MIAC
812 Alvernia 14 11 25.34 .547 .274 3-MATL
813 Belmont Abbey 6 19 25.28 .289 .273 2-CAROL
814 NJ City 16 13 25.26 .533 .273 3-NJAC
815 Central IA 12 13 25.23 .463 .273 3-AMER
816 Dist Columbia 5 18 25.14 .259 .272 2-ECST
817 Shenandoah 11 14 25.03 .430 .270 3-ODAC
818 Buena Vista 14 13 24.93 .490 .269 3-AMER
819 Ohio Wesleyan 7 20 24.92 .318 .269 3-NCAC
820 Westfield St 21 6 24.86 .735 .268 3-MASC
821 Mt St Joseph 14 12 24.86 .516 .268 3-HEART
822 Colorado Col 12 16 24.76 .449 .267 3-SCAC
823 Willamette 13 11 24.70 .514 .266 3-NW
824 Kenyon 10 15 24.65 .405 .266 3-NCAC
825 Albion 14 12 24.51 .529 .264 3-MIAA
826 WI Stout 8 18 24.42 .359 .263 3-WISC
827 ME Farmington 23 6 24.37 .754 .262 3-NATL
828 Mansfield 3 24 24.29 .144 .261 2-PENN
829 Carleton MN 15 11 24.12 .541 .259 3-MIAC
830 Lewis & Clark 12 12 24.04 .505 .258 3-NW
831 WV Wesleyan 2 26 23.94 .118 .257 2-MNTE
832 Wooster 8 17 23.92 .358 .256 3-NCAC
833 Simpson IA 9 17 23.90 .392 .256 3-AMER
834 Nichols 15 12 23.79 .534 .255 3-CNE
835 Spring Hill 4 25 23.77 .198 .255 2-SIAC
836 Salisbury 11 15 23.74 .422 .254 3-COAST
837 RI College 11 15 23.66 .439 .253 3-LTLE
838 Centre 14 12 23.52 .540 .252 3-SAA
839 Springfield 10 16 23.38 .410 .250 3-NEWN
840 Schreiner 11 15 23.36 .438 .250 3-SCAC
841 Baldwin-Wallace 7 18 23.35 .331 .250 3-OHIO
842 Emerson 9 17 23.34 .377 .249 3-NEWN
843 Kean 12 15 23.33 .470 .249 3-NJAC
844 McDaniel 14 11 23.23 .508 .248 3-CENT
845 Misericordia 17 12 23.08 .562 .246 3-MATL
846 Rowan 10 18 23.08 .398 .246 3-NJAC
847 DeSales 15 12 23.05 .543 .246 3-MATL
848 Rutgers-Camden 13 13 22.92 .477 .244 3-NJAC
849 Nazareth 18 8 22.82 .650 .243 3-EMP8
850 Hobart & Smith 14 11 22.80 .581 .243 3-LIB
851 Millsaps 15 12 22.80 .541 .243 3-SAA
852 WI River Falls 8 17 22.79 .356 .243 3-WISC
853 Cairn 19 7 22.74 .714 .242 3-UEAST
854 Pomona-Pitzer 9 15 22.64 .382 .241 3-SCIAC
855 Regis CO 1 25 22.61 .085 .240 2-RMTN
856 S Virginia 15 14 22.47 .509 .239 3-USA
857 Illinois Col 12 14 22.44 .475 .239 3-MW
858 Muhlenberg 12 13 22.39 .482 .238 3-CENT
859 Hanover 13 14 22.20 .491 .236 3-HEART
860 Juniata 9 15 22.18 .409 .235 3-LAND
861 Russell Sage 20 5 22.13 .742 .235 3-EMP8
862 Notre Dame MD 16 11 22.05 .550 .234 3-UEAST
863 Neumann 18 10 21.86 .623 .232 3-ATLE
864 Lasell 13 13 21.85 .523 .232 3-GRNE
865 Howard Payne 10 15 21.80 .412 .231 3-AMSW
866 St Lawrence 14 13 21.76 .526 .231 3-LIB
867 Gwynedd-Mercy 18 9 21.67 .652 .229 3-ATLE
868 Concordia WI 14 13 21.65 .516 .229 3-NATH
869 PR Bayamon 0 9 21.53 .065 .228 2-IND
870 Belhaven MS 15 14 21.51 .535 .228 3-CCSTH
871 Mercy 3 24 21.44 .171 .227 2-ECST
872 Lawrence 14 12 21.42 .511 .226 3-MW
873 Middlebury 8 16 21.38 .368 .226 3-NESC
874 Worcester St 15 15 21.33 .483 .225 3-MASC
875 SUNY Poly 18 8 21.30 .672 .225 3-EMP8
876 Brockport St 16 12 21.16 .559 .223 3-EMP8
877 SUNY Oneonta 17 11 20.95 .592 .221 3-SUNY
878 TX Lutheran 10 17 20.78 .390 .219 3-SCAC
879 Eastern Univ 9 16 20.59 .367 .217 3-MATL
880 Paine 2 6 20.58 .289 .217 2-SIAC
881 Luther IA 7 16 20.53 .343 .216 3-AMER
882 Hartford 13 12 20.42 .498 .215 3-CNE
883 Stevenson 10 14 20.41 .476 .215 3-MATL
884 Lehman 21 8 20.39 .712 .215 3-CUNY
885 Marian WI 17 12 20.34 .586 .214 3-NATH
886 Pac Lutheran 8 16 20.16 .376 .212 3-NW
887 Geneseo St 16 11 20.09 .574 .211 3-EMP8
888 Bethany Luth 15 12 20.09 .547 .211 3-UPMW
889 SW Univ TX 13 13 20.03 .475 .211 3-SAA
890 Utica 17 9 20.00 .618 .210 3-EMP8
891 MS Women 16 12 19.99 .570 .210 3-SLIAC
892 Dickinson 6 20 19.85 .270 .209 3-CENT
893 Skidmore 13 13 19.74 .488 .207 3-LIB
894 Linfield 10 12 19.73 .440 .207 3-NW
895 Emmanuel MA 14 14 19.70 .492 .207 3-GRNE
896 Bethel MN 12 14 19.69 .448 .207 3-MIAC
897 Pitt-Bradford 15 9 19.68 .602 .207 3-AMTN
898 La Roche 14 13 19.67 .502 .207 3-AMTN
899 E Mennonite 8 17 19.64 .346 .206 3-ODAC
900 Centenary 11 16 19.41 .420 .204 3-SCAC
901 McMurry 8 17 19.09 .354 .200 3-SCAC
902 Salem MA 15 11 19.00 .551 .199 3-MASC
903 Roger Williams 12 14 18.93 .487 .198 3-CNE
904 Lyon 17 11 18.87 .601 .198 3-SLIAC
905 Pacific OR 8 16 18.66 .368 .196 3-NW
906 Ithaca 10 16 18.43 .407 .193 3-LIB
907 Huntingdon 9 12 18.25 .443 .191 3-CCSTH
908 MIT 6 20 18.13 .288 .190 3-NEWN
909 Grove City 11 14 18.11 .479 .190 3-PRES
910 Allegheny 10 17 18.07 .383 .189 3-PRES
911 Dallas Univ 10 17 18.04 .388 .189 3-SCAC
912 PSU-Brandywine 16 9 17.88 .610 .187 3-UEAST
913 Bethany WV 9 17 17.85 .378 .187 3-PRES
914 Widener 8 18 17.78 .350 .186 3-MATL
915 E Texas Bap 7 19 17.62 .320 .185 3-AMSW
916 Berry 9 16 17.54 .381 .184 3-SAA
917 N Central MN 13 17 17.44 .442 .183 3-UPMW
918 Austin Col 10 16 17.32 .408 .181 3-SCAC
919 Ramapo 7 18 17.20 .306 .180 3-NJAC
920 LaGrange 12 13 17.14 .473 .180 3-CCSTH
921 Coast Guard 8 17 16.91 .322 .177 3-NEWN
922 Bluffton 9 18 16.82 .365 .176 3-HEART
923 Haverford 9 16 16.80 .400 .176 3-CENT
924 MN Morris 10 14 16.60 .430 .174 3-UPMW
925 Whitman 7 16 16.49 .336 .173 3-NW
926 Sewanee 9 16 16.43 .397 .172 3-SAA
927 Rivier 12 14 16.42 .474 .172 3-GRNE
928 Sarah Lawrence 16 12 16.31 .553 .171 3-SKYL
929 Hamilton 6 18 16.20 .297 .170 3-NESC
930 Hilbert 16 11 16.15 .577 .169 3-AMTN
931 Lycoming 6 19 16.06 .291 .169 3-LAND
932 Bridgewater VA 7 18 16.04 .306 .168 3-ODAC
933 Delaware Val 10 15 16.04 .447 .168 3-MATL
934 Knox 10 15 16.00 .394 .168 3-MW
935 Mary Baldwin 10 16 15.83 .371 .166 3-USA
936 Clarkson 11 14 15.76 .478 .166 3-LIB
937 Husson 15 10 15.74 .607 .165 3-NATL
938 Goucher 5 20 15.71 .256 .165 3-LAND
939 Berea 9 18 15.69 .360 .165 3-HEART
940 Macalester 7 18 15.69 .308 .165 3-MIAC
941 Spalding 13 10 15.64 .531 .164 3-SLIAC
942 U New England 11 14 15.60 .422 .164 3-CNE
943 St John Fisher 13 15 15.43 .451 .162 3-EMP8
944 Piedmont 9 15 15.30 .418 .161 3-CCSTH
945 St Scholastica 7 20 15.29 .283 .161 3-MIAC
946 Framingham St 14 11 15.23 .541 .160 3-MASC
947 Keuka 14 14 15.11 .494 .159 3-EMP8
948 Regis MA 13 13 15.11 .464 .159 3-GRNE
949 Dean 11 11 14.95 .509 .158 3-GRNE
950 Cornell IA 6 19 14.87 .273 .157 3-MW
951 La Verne 4 21 14.69 .229 .155 3-SCIAC
952 Geneva 10 17 14.52 .369 .154 3-PRES
953 Ripon 5 21 14.52 .258 .154 3-MW
954 Methodist 11 14 14.41 .445 .153 3-USA
955 PSU-Altoona 12 14 14.30 .428 .152 3-AMTN
956 Fitchburg St 11 14 14.21 .437 .151 3-MASC
957 Crown MN 10 16 14.01 .408 .149 3-UPMW
958 Greensboro 10 16 13.92 .385 .148 3-USA
959 Adrian 6 20 13.83 .266 .147 3-MIAA
960 Benedictine IL 10 17 13.72 .378 .146 3-NATH
961 Washington MD 10 17 13.70 .391 .146 3-CENT
962 Rochester Tech 7 20 13.56 .302 .145 3-LIB
963 Plattsburgh St 13 14 13.24 .473 .142 3-SUNY
964 Greenville 11 14 13.06 .419 .140 3-SLIAC
965 Marywood 13 15 13.00 .457 .140 3-ATLE
966 Plymouth St 7 18 12.93 .323 .139 3-LTLE
967 Bridgewater MA 8 18 12.91 .347 .139 3-MASC
968 Wm Paterson 8 17 12.86 .337 .138 3-NJAC
969 Alma 5 21 12.83 .227 .138 3-MIAA
970 Rutgers-Newark 5 20 12.73 .258 .137 3-NJAC
971 Rockford 11 16 12.70 .434 .137 3-NATH
972 King's PA 7 18 12.62 .308 .136 3-MATL
973 Centenary NJ 11 16 12.46 .393 .135 3-ATLE
974 Waynesburg 6 20 12.34 .239 .134 3-PRES
975 Martin Luther 10 14 12.27 .424 .133 3-UPMW
976 Hiram 6 20 12.23 .293 .133 3-PRES
977 Lebanon Val 7 18 12.14 .332 .132 3-MATL
978 SUNY New Paltz 13 13 12.02 .487 .131 3-SUNY
979 FDU Madison 9 16 12.01 .373 .131 3-MATL
980 Blackburn 8 16 11.86 .378 .130 3-SLIAC
981 WI Lutheran 7 18 11.77 .326 .129 3-NATH
982 Purchase 12 15 11.58 .465 .127 3-SKYL
983 Mitchell 8 16 11.58 .391 .127 3-GRNE
984 SUNY Maritime 13 15 11.45 .475 .126 3-SKYL
985 Wilson 10 18 11.24 .395 .125 3-UEAST
986 Brevard 9 15 11.07 .393 .123 3-USA
987 WI Superior 6 19 11.03 .315 .123 3-UPMW
988 Randolph Col 5 21 11.00 .227 .123 3-ODAC
989 Pratt Inst 12 13 10.98 .481 .122 3-ATLE
990 Manhattanville 13 14 10.86 .481 .121 3-SKYL
991 St Mary's MD 10 16 10.79 .393 .121 3-UEAST
992 Castleton 6 19 10.62 .253 .119 3-LTLE
993 Asbury 6 19 10.40 .281 .118 3-CCSTH
994 Manchester 4 21 10.36 .208 .117 3-HEART
995 IL Tech 7 20 10.35 .275 .117 3-NATH
996 Erskine 0 28 10.30 .068 .117 2-CAROL
997 St Joseph's LI 12 15 10.26 .451 .117 3-SKYL
998 Wentworth Tech 6 18 10.20 .305 .116 3-CNE
999 George Fox 3 22 10.10 .192 .115 3-NW
1000 Gordon 7 18 10.02 .333 .115 3-CNE
1001 Peace 8 17 9.95 .345 .114 3-USA
1002 Lakeland 9 18 9.92 .339 .114 3-NATH
1003 Beloit 5 20 9.76 .268 .113 3-MW
1004 Norwich 8 16 9.75 .380 .113 3-GRNE
1005 Univ Ozarks 5 22 9.62 .229 .112 3-SCAC
1006 Elms 10 16 9.40 .379 .110 3-GRNE
1007 Northwestern MN 6 19 9.31 .288 .109 3-UPMW
1008 MA Col Lib Arts 9 16 9.07 .358 .107 3-MASC
1009 Immaculata 5 21 9.04 .261 .107 3-ATLE
1010 ME Presque Isle 13 11 9.01 .517 .107 3-NATL
1011 Covenant 6 18 8.99 .302 .107 3-CCSTH
1012 Thiel 3 19 8.90 .186 .106 3-PRES
1013 Oglethorpe 5 21 8.90 .232 .106 3-SAA
1014 Caltech 2 21 8.36 .120 .102 3-SCIAC
1015 Hartwick 10 15 8.31 .404 .102 3-EMP8
1016 Concordia IL 8 17 8.29 .327 .102 3-NATH
1017 Curry 7 19 8.17 .314 .101 3-CNE
1018 Baruch 11 15 8.17 .434 .101 3-CUNY
1019 Messiah 4 21 7.93 .198 .099 3-MATL
1020 Anna Maria 5 20 7.41 .246 .095 3-MASC
1021 Westminster MO 5 20 7.18 .282 .094 3-SLIAC
1022 Elmira 6 18 6.82 .289 .091 3-EMP8
1023 Edgewood 4 21 6.68 .213 .090 3-NATH
1024 Kalamazoo 3 22 6.66 .156 .090 3-MIAA
1025 Morrisville St 9 17 6.51 .370 .089 3-SUNY
1026 ME Maritime 11 15 6.17 .437 .087 3-NATL
1027 PSU-Abington 6 22 6.10 .253 .086 3-UEAST
1028 Eureka 6 20 6.08 .253 .086 3-SLIAC
1029 Thomas ME 11 15 5.80 .430 .085 3-NATL
1030 Houghton 6 20 5.64 .276 .084 3-EMP8
1031 St Elizabeth 7 19 5.60 .305 .083 3-ATLE
1032 Earlham 2 25 5.52 .134 .083 3-HEART
1033 Old Westbury 9 18 5.46 .326 .082 3-SKYL
1034 St Joseph's NY 9 17 5.01 .350 .080 3-SKYL
1035 SUNY Cobleskill 12 15 5.01 .442 .080 3-NATL
1036 Alfred 4 21 4.87 .265 .079 3-EMP8
1037 Buffalo St 9 16 4.44 .345 .076 3-SUNY
1038 J&W NC 4 15 4.29 .271 .075 3-COAST
1039 N England Col 6 17 4.27 .277 .075 3-GRNE
1040 Regent 4 18 4.08 .231 .074 3-COAST
1041 John Jay 10 18 3.70 .374 .072 3-CUNY
1042 Carlow 4 19 3.62 .209 .071 3-AMTN
1043 Keystone 7 18 3.60 .317 .071 3-UEAST
1044 Valley Forge 5 13 3.27 .318 .069 3-UEAST
1045 Alfred St 5 22 3.26 .233 .069 3-AMTN
1046 Brooklyn Col 11 15 3.17 .415 .069 3-CUNY
1047 St Mary's MN 1 24 3.02 .096 .068 3-MIAC
1048 SUNY Canton 7 19 2.76 .317 .067 3-SUNY
1049 PSU-Berks 6 17 2.69 .268 .066 3-UEAST
1050 J&W RI 3 22 2.68 .152 .066 3-CNE
1051 Warren Wilson 4 15 2.38 .228 .065 3-COAST
1052 Dominican IL 2 25 1.60 .157 .061 3-NATH
1053 Mt Aloysius 2 21 1.24 .155 .059 3-AMTN
1054 SUNY Delhi 8 18 1.18 .313 .058 3-NATL
1055 City Col NY 8 22 1.18 .283 .058 3-CUNY
1056 Merchant Marine 7 19 1.16 .308 .058 3-SKYL
1057 York NY 8 14 0.26 .380 .054 3-CUNY
1058 Hendrix 1 24 -0.23 .083 .052 3-SCAC
1059 Principia 3 20 -0.61 .156 .050 3-SLIAC
1060 Penn Col Tech 3 19 -1.16 .199 .048 3-UEAST
1061 Rosemont 4 18 -1.69 .180 .046 3-UEAST
1062 Colby-Sawyer 2 22 -1.79 .126 .045 3-GRNE
1063 Gallaudet 3 17 -2.90 .176 .041 3-UEAST
1064 NVU-Lyndon 7 19 -3.29 .288 .040 3-NATL
1065 Bard 1 24 -4.09 .098 .037 3-LIB
1066 Hunter 6 19 -4.61 .275 .035 3-CUNY
1067 SUNY Fredonia 3 22 -4.74 .172 .035 3-SUNY
1068 Mt St Vincent 2 22 -5.72 .155 .032 3-SKYL
1069 Lesley 4 20 -6.18 .217 .030 3-NATL
1070 Mt St Mary NY 2 24 -7.10 .130 .028 3-SKYL
1071 SUNY Potsdam 1 24 -7.42 .115 .027 3-SUNY
1072 Medgar Evers 1 24 -12.52 .097 .016 3-CUNY
1073 Maranatha Bap 0 10 -13.32 .053 .015 3-IND
1074 NVU-Johnson 0 25 -15.02 .082 .012 3-NATL
Explanations:
These rankings use the method developed by David Rothman (1935-2004),
founder of the Foundation for the Analysis of Competitions and
Tournaments (FACT). David's work was a part of college football's
Bowl Championship Series for multiple years. His formula considers
only margin of victory for in-season games (past data, date of game,
and location are ignored).
David's original code was written in BASIC in the 1970s -- the copy
that I have is from November 1990 -- and I have rewritten it in
Python to match the original numbers exactly. The only differences
should be in the formatting of the output.
Columns:
Rating: measures a team's strength by balancing their results against
opponent quality. Ratings are iteratively adjusted until the system
reaches a best fit across the entire season. Includes game scores,
but transformed with a logistic function to give diminishing returns
for running up the score.
Pct: the normalized margin-of-victory for a team's games. Effectively
how well did you perform in games, not counting quality of opponent.
Again, though, Rothman's formula is set up so that blowouts do not add
additional information.
RRE: a team's expected win percentage if we were able to play a full
round-robin schedule among all the teams listed. It's functionally
the same as the Rating, just expressed in a different way.
FOUNDATION FOR THE ANALYSIS OF COMPETITIONS AND TOURNAMENTS (FACT)
DAVID ROTHMAN (1935-2004), FOUNDER
FACT Rankings calculated by Cody Kirkpatrick
talismanred.com/ratings
LEAST LIKELY RESULTS OF SEASON 1 Gonzaga WCC 80 Portland WCC 87 0.11 2 Loras 3-AMER 79 Westminster MO 3-SLIA 84 0.12 3 Catawba 2-SATL 85 Coker 2-SATL 92 0.13 4 E Michigan MIDAM 64 Cincinnati BIG12 56 0.13 5 Hawaii Pacific 2-PACW 79 Boise St MTNW 78 0.14 6 Suffolk 3-CNE 65 J&W RI 3-CNE 69 0.15 7 New Orleans STHLD 78 TCU BIG12 74 0.16 8 Kalamazoo 3-MIAA 85 Wabash 3-NCAC 84 0.16 9 Notre Dame MD 3-UEAS 86 Keystone 3-UEAS 98 0.16 10 Wilkes 3-LAND 55 Lycoming 3-LAND 72 0.16
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