Margin-Aware Bradley-Terry Ratings for College Basketball 2021-22

Updated through games of April 4

Parameters

Home field: Multiply home rating by 1.444
Victory point formula: `V_A=1/(1+e^(-M_A/5.0))`
Win probability for a matchup: `W_(A,B)=R_A^1.69/(R_A^1.69+R_B^1.69)`
Expected margin for a matchup: `M_(A,B)=9.0*ln(R_A/R_B)`
Home field equivalent to 3.3 points in expected margin

Ratings

Rank	Team	Record	SOS	Rating	Win % vs Average	Margin vs Average
1	Gonzaga	28-4	1.874	9.601	0.9786	20.4
2	Arizona	33-4	1.894	7.8681	0.9703	18.6
3	Kansas	34-6	2.479	7.442	0.9675	18.1
4	Houston	32-6	1.755	7.1386	0.9652	17.7
5	Baylor	27-7	2.256	6.2703	0.9570	16.5
6	Duke	32-7	1.949	6.232	0.9566	16.5
7	Kentucky	26-8	2.18	6.0921	0.9549	16.3
8	Auburn	28-6	1.882	6.023	0.9541	16.2
9	Tennessee	27-8	2.348	5.8574	0.9520	15.9
10	UCLA	27-8	2.068	5.8017	0.9513	15.8
11	Villanova	30-8	2.415	5.6984	0.9498	15.7
12	Texas Tech	27-10	2.341	5.5487	0.9476	15.4
13	Purdue	29-8	1.945	5.1556	0.9411	14.8
14	Iowa	26-10	1.786	4.4644	0.9261	13.5
15	North Carolina	29-10	2.073	4.4607	0.9260	13.5
16	Arkansas	28-9	1.995	4.2909	0.9214	13.1
17	Saint Mary’s	25-8	1.899	3.9859	0.9119	12.4
18	Connecticut	23-10	1.859	3.8963	0.9087	12.2
19	Providence	27-6	1.844	3.871	0.9078	12.2
20	LSU	22-12	1.981	3.5565	0.8951	11.4
21	San Francisco	23-10	1.706	3.5281	0.8939	11.3
22	Illinois	23-10	2.033	3.4909	0.8921	11.3
23	Murray St.	28-3	1.049	3.4879	0.8920	11.2
24	Memphis	22-11	1.771	3.4385	0.8897	11.1
25	Texas	22-12	2.098	3.4088	0.8882	11.0
26	San Diego St.	23-9	1.674	3.3762	0.8866	11.0
27	Davidson	26-7	1.301	3.3015	0.8827	10.7
28	Colorado St.	24-6	1.527	3.1812	0.8761	10.4
29	Wisconsin	25-8	1.952	3.1519	0.8744	10.3
30	Boise St.	26-8	1.583	3.1518	0.8744	10.3
31	UAB	25-8	1.164	3.1092	0.8718	10.2
32	USC	26-8	1.55	3.0157	0.8659	9.9
33	New Mexico St.	24-7	1.271	2.9449	0.8612	9.7
34	Vermont	27-6	0.853	2.9417	0.8610	9.7
35	Virginia Tech	23-13	1.738	2.9353	0.8605	9.7
36	Alabama	19-14	2.348	2.9351	0.8605	9.7
37	Michigan St.	23-13	2.099	2.9255	0.8599	9.7
38	Miami FL	26-11	1.782	2.9213	0.8596	9.6
39	Ohio St.	20-12	1.92	2.9159	0.8592	9.6
40	TCU	21-13	2.118	2.8997	0.8581	9.6
41	Loyola Chicago	24-8	1.293	2.877	0.8564	9.5
42	Texas A&M	26-13	1.735	2.8723	0.8561	9.5
43	Oklahoma	19-16	2.134	2.8563	0.8549	9.4
44	Wake Forest	25-10	1.393	2.8198	0.8522	9.3
45	South Dakota St.	28-5	0.9646	2.7353	0.8456	9.1
46	Michigan	19-15	2.27	2.6957	0.8424	8.9
47	VCU	22-10	1.586	2.6831	0.8413	8.9
48	Iowa St.	22-13	2.013	2.6766	0.8408	8.9
49	Creighton	23-12	1.909	2.6734	0.8405	8.9
50	BYU	22-11	1.564	2.6665	0.8399	8.8
51	North Texas	23-7	1.212	2.6221	0.8361	8.7
52	Notre Dame	23-11	1.66	2.5895	0.8331	8.6
53	SMU	24-9	1.319	2.5832	0.8326	8.5
54	Seton Hall	20-11	1.826	2.5794	0.8322	8.5
55	Washington St.	22-15	1.551	2.5389	0.8284	8.4
56	Indiana	21-14	1.758	2.534	0.8280	8.4
57	Wyoming	24-9	1.473	2.5163	0.8263	8.3
58	Dayton	24-11	1.305	2.4959	0.8243	8.2
59	Chattanooga	25-8	1.191	2.4846	0.8232	8.2
60	Iona	25-8	1.136	2.4738	0.8221	8.2
61	Xavier	23-13	1.766	2.3893	0.8134	7.8
62	Belmont	24-8	1.059	2.3684	0.8111	7.8
63	Marquette	19-13	1.899	2.3499	0.8091	7.7
64	Towson	25-9	1.044	2.3161	0.8052	7.6
65	St. John’s	17-15	1.656	2.3156	0.8052	7.6
66	St. Bonaventure	23-10	1.485	2.2877	0.8020	7.4
67	Oklahoma St.	15-15	2.076	2.2368	0.7958	7.2
68	Santa Clara	21-12	1.356	2.225	0.7944	7.2
69	Saint Louis	22-12	1.383	2.2125	0.7928	7.1
70	Missouri St.	22-11	1.126	2.2106	0.7926	7.1
71	Richmond	24-13	1.478	2.1999	0.7912	7.1
72	Mississippi St.	18-16	1.734	2.1748	0.7880	7.0
73	Florida	20-14	1.654	2.147	0.7844	6.9
74	Utah St.	17-16	1.536	2.1444	0.7840	6.9
75	Fresno St.	22-13	1.255	2.1076	0.7790	6.7
76	Colorado	21-12	1.463	2.0853	0.7759	6.6
77	Virginia	21-14	1.603	2.0326	0.7683	6.4
78	Furman	21-12	1.148	2.0185	0.7662	6.3
79	Vanderbilt	19-17	1.757	2.0045	0.7641	6.3
80	Oregon	19-15	1.663	2.0042	0.7640	6.3
81	Kansas St.	14-17	1.908	1.9982	0.7631	6.2
82	Toledo	25-8	0.9371	1.9842	0.7610	6.2
83	Middle Tennessee	24-11	1.068	1.9801	0.7603	6.1
84	West Virginia	16-17	2.091	1.9714	0.7590	6.1
85	Rutgers	18-14	1.626	1.9595	0.7571	6.1
86	Grand Canyon	21-8	0.9472	1.954	0.7562	6.0
87	Clemson	17-16	1.5	1.8915	0.7460	5.7
88	Saint Peter’s	21-12	1.244	1.8414	0.7373	5.5
89	Northern Iowa	19-12	1.326	1.8056	0.7308	5.3
90	Louisiana Tech	21-10	1.114	1.7955	0.7289	5.3
91	Maryland	15-17	1.755	1.7847	0.7269	5.2
92	Drake	23-11	1.091	1.7572	0.7216	5.1
93	Penn St.	14-17	1.794	1.7181	0.7140	4.9
94	Syracuse	16-17	1.655	1.7156	0.7134	4.9
95	Ohio	24-10	0.8703	1.6946	0.7092	4.7
96	UNLV	17-14	1.423	1.6876	0.7077	4.7
97	Wichita St.	15-13	1.385	1.6769	0.7055	4.7
98	UCF	18-12	1.295	1.6421	0.6981	4.5
99	South Carolina	17-13	1.683	1.6277	0.6949	4.4
100	Princeton	21-7	0.8917	1.6269	0.6948	4.4
101	Northwestern	14-16	1.575	1.6211	0.6935	4.3
102	Montana St.	25-8	0.8441	1.5911	0.6867	4.2
103	Utah Valley	18-12	1.076	1.5459	0.6762	3.9
104	Cincinnati	17-15	1.269	1.537	0.6740	3.9
105	Abilene Christian	21-11	0.9811	1.5332	0.6731	3.8
106	Hofstra	19-11	1.164	1.5286	0.6720	3.8
107	Wagner	20-6	0.711	1.5136	0.6683	3.7
108	DePaul	15-16	1.517	1.5134	0.6682	3.7
109	Arizona St.	14-17	1.816	1.5118	0.6678	3.7
110	Stanford	16-16	1.695	1.5099	0.6674	3.7
111	Texas St.	18-8	0.9764	1.5062	0.6665	3.7
112	Buffalo	17-11	0.9595	1.4972	0.6642	3.6
113	Akron	22-10	0.8806	1.4935	0.6633	3.6
114	Colgate	22-12	0.7736	1.4902	0.6624	3.6
115	Seattle	21-9	0.8187	1.4509	0.6523	3.3
116	Western Kentucky	17-13	1.019	1.4484	0.6516	3.3
117	Monmouth	21-13	1.084	1.446	0.6510	3.3
118	Wofford	17-13	1.069	1.4389	0.6491	3.3
119	Morehead St.	20-11	0.9551	1.4342	0.6478	3.2
120	Tulane	14-15	1.394	1.406	0.6401	3.1
121	UNC Wilmington	25-9	0.938	1.3959	0.6373	3.0
122	Kent St.	21-11	0.9478	1.3938	0.6367	3.0
123	Delaware	21-13	1.033	1.3923	0.6363	3.0
124	Washington	17-15	1.45	1.3819	0.6333	2.9
125	Florida St.	17-14	1.537	1.3654	0.6286	2.8
126	Bradley	16-14	1.089	1.3588	0.6267	2.8
127	Temple	17-12	1.258	1.3586	0.6267	2.8
128	North Dakota St.	21-10	0.8525	1.3474	0.6234	2.7
129	Butler	12-19	1.844	1.3241	0.6164	2.5
130	Longwood	22-7	0.7214	1.3205	0.6154	2.5
131	Stephen F. Austin	18-10	1.002	1.3198	0.6151	2.5
132	Minnesota	13-17	1.677	1.3187	0.6148	2.5
133	Mississippi	13-19	1.521	1.3152	0.6137	2.5
134	Liberty	19-11	0.8089	1.3138	0.6133	2.5
135	George Mason	14-16	1.193	1.3082	0.6116	2.4
136	Nevada	12-18	1.589	1.2963	0.6079	2.3
137	Long Beach St.	18-13	1.127	1.2859	0.6047	2.3
138	Georgia St.	15-11	1.04	1.2851	0.6044	2.3
139	Yale	18-12	1.063	1.2784	0.6023	2.2
140	UC Irvine	13-10	1.088	1.2703	0.5997	2.2
141	Jacksonville St.	19-11	0.8265	1.2634	0.5975	2.1
142	Norfolk St.	21-7	0.6271	1.2363	0.5887	1.9
143	Southern Utah	21-12	0.8629	1.2343	0.5880	1.9
144	UC Santa Barbara	15-11	0.803	1.233	0.5876	1.9
145	Weber St.	19-12	0.806	1.2288	0.5862	1.9
146	Winthrop	20-9	0.8952	1.2235	0.5844	1.8
147	Florida Atlantic	16-15	0.9185	1.221	0.5836	1.8
148	Cal St. Fullerton	19-11	0.9268	1.2153	0.5816	1.8
149	Oral Roberts	16-12	0.8634	1.2136	0.5811	1.7
150	South Alabama	17-12	0.8688	1.1927	0.5739	1.6
151	Charleston	17-15	1.028	1.1733	0.5671	1.4
152	Rhode Island	14-16	1.103	1.1582	0.5617	1.3
153	Appalachian St.	16-15	1.079	1.149	0.5584	1.3
154	Arkansas St.	15-11	0.9259	1.1426	0.5561	1.2
155	Louisville	13-19	1.507	1.1201	0.5478	1.0
156	Bryant	21-10	0.7094	1.1157	0.5461	1.0
157	Navy	20-11	0.7555	1.1093	0.5437	0.9
158	Southern Illinois	15-15	0.9905	1.1074	0.5430	0.9
159	Missouri	11-21	1.699	1.1044	0.5419	0.9
160	Drexel	14-14	1.005	1.1033	0.5414	0.9
161	Coastal Carolina	15-14	0.9418	1.0918	0.5370	0.8
162	Sam Houston St.	16-14	0.994	1.0856	0.5346	0.7
163	Boston College	13-20	1.292	1.0733	0.5299	0.6
164	Wright St.	21-14	0.7458	1.0698	0.5285	0.6
165	Troy	17-12	0.9243	1.0678	0.5277	0.6
166	Hawaii	15-11	0.8232	1.0644	0.5263	0.6
167	Cornell	13-11	0.9085	1.0578	0.5237	0.5
168	Oakland	18-12	0.8436	1.0468	0.5193	0.4
169	UTEP	18-14	0.9846	1.0451	0.5186	0.4
170	VMI	13-16	1.076	1.0407	0.5168	0.4
171	Jacksonville	17-10	0.7625	1.0366	0.5152	0.3
172	California	12-20	1.392	1.0354	0.5147	0.3
173	UC Riverside	14-12	0.9232	1.0346	0.5144	0.3
174	New Mexico	11-19	1.394	1.0286	0.5119	0.3
175	Samford	18-11	1	1.0253	0.5106	0.2
176	Gardner Webb	15-13	0.8373	0.99737	0.4989	-0.0
177	UNC Greensboro	16-15	1	0.99373	0.4973	-0.1
178	Utah	11-20	1.394	0.98932	0.4955	-0.1
179	Cleveland St.	18-11	0.6955	0.98723	0.4946	-0.1
180	N.C. State	11-21	1.386	0.98538	0.4938	-0.1
181	Fordham	16-16	1.002	0.96874	0.4866	-0.3
182	Portland	17-15	0.9611	0.96119	0.4833	-0.4
183	East Tennessee St.	13-17	1.146	0.9578	0.4818	-0.4
184	Niagara	13-16	0.9746	0.95701	0.4814	-0.4
185	Nebraska	10-22	1.52	0.94851	0.4777	-0.5
186	Louisiana	14-15	0.9572	0.94774	0.4773	-0.5
187	Charlotte	17-14	0.9901	0.93495	0.4716	-0.6
188	Texas Southern	19-13	0.7472	0.93387	0.4711	-0.6
189	UMKC	15-12	0.8153	0.93329	0.4709	-0.6
190	South Dakota	17-12	0.7635	0.93183	0.4702	-0.6
191	Florida Gulf Coast	20-12	0.7277	0.93123	0.4699	-0.6
192	Mercer	14-17	1.104	0.92136	0.4655	-0.7
193	Nicholls St.	17-12	0.7261	0.91507	0.4626	-0.8
194	East Carolina	15-15	1.039	0.91499	0.4625	-0.8
195	Northern Colorado	20-15	0.9107	0.90748	0.4591	-0.9
196	Rice	14-17	0.9408	0.89764	0.4545	-1.0
197	Bellarmine	16-13	0.9726	0.89687	0.4541	-1.0
198	Northern Kentucky	18-12	0.6755	0.89459	0.4531	-1.0
199	Georgia Tech	11-20	1.299	0.88838	0.4502	-1.1
200	Massachusetts	15-17	1.094	0.88659	0.4493	-1.1
201	Boston University	21-13	0.6835	0.88015	0.4463	-1.1
202	Brown	11-16	0.9878	0.86752	0.4402	-1.3
203	Loyola Marymount	10-18	1.247	0.8667	0.4398	-1.3
204	Tulsa	11-20	1.146	0.86045	0.4368	-1.4
205	Marist	14-16	0.8732	0.85833	0.4358	-1.4
206	Saint Joseph’s	11-19	1.112	0.85712	0.4352	-1.4
207	Eastern Washington	16-16	0.8387	0.85033	0.4319	-1.5
208	Pittsburgh	11-21	1.424	0.83775	0.4258	-1.6
209	Old Dominion	12-19	1.028	0.83228	0.4231	-1.7
210	San Diego	13-16	1.044	0.81404	0.4139	-1.9
211	LIU	15-14	0.7623	0.81209	0.4130	-1.9
212	Stony Brook	17-13	0.7533	0.80899	0.4114	-1.9
213	UNC Asheville	14-15	0.762	0.80711	0.4104	-1.9
214	Fairfield	14-18	0.8796	0.80635	0.4101	-1.9
215	Dartmouth	8-16	0.9679	0.80459	0.4092	-2.0
216	Penn	12-16	1.085	0.80182	0.4078	-2.0
217	Purdue Fort Wayne	19-12	0.6457	0.79571	0.4046	-2.1
218	Siena	15-14	0.9094	0.79497	0.4043	-2.1
219	James Madison	13-14	0.9751	0.79377	0.4036	-2.1
220	Montana	15-14	0.7203	0.79351	0.4035	-2.1
221	UC Davis	12-10	0.7265	0.78613	0.3997	-2.2
222	Southern	15-14	0.7308	0.78218	0.3977	-2.2
223	Harvard	10-13	0.8261	0.77952	0.3963	-2.2
224	Campbell	13-13	0.7387	0.76837	0.3905	-2.4
225	Valparaiso	12-18	0.9564	0.7621	0.3872	-2.4
226	UT Arlington	9-18	1.104	0.75744	0.3847	-2.5
227	Detroit Mercy	13-16	0.8146	0.75364	0.3827	-2.5
228	UMBC	17-14	0.7088	0.75117	0.3814	-2.6
229	Rider	13-19	0.9244	0.74926	0.3804	-2.6
230	Tarleton St.	11-17	0.9697	0.74796	0.3797	-2.6
231	Cal Baptist	15-16	0.7583	0.74364	0.3774	-2.7
232	Howard	13-13	0.6309	0.73295	0.3717	-2.8
233	Illinois St.	11-20	0.9612	0.72104	0.3652	-2.9
234	Quinnipiac	13-17	0.8569	0.69676	0.3519	-3.3
235	Texas A&M Corpus Chris	19-12	0.5378	0.69648	0.3518	-3.3
236	New Hampshire	13-13	0.6725	0.68781	0.3470	-3.4
237	George Washington	12-18	1.023	0.68211	0.3438	-3.4
238	Georgetown	6-25	1.55	0.68071	0.3430	-3.5
239	High Point	11-18	0.8107	0.67833	0.3417	-3.5
240	Western Illinois	14-16	0.7368	0.67355	0.3390	-3.6
241	Manhattan	14-15	0.8596	0.65994	0.3313	-3.7
242	The Citadel	10-18	1.004	0.65723	0.3297	-3.8
243	Kennesaw St.	9-18	0.882	0.64982	0.3255	-3.9
244	Marshall	10-21	1.018	0.64028	0.3201	-4.0
245	UMass Lowell	12-16	0.7097	0.64006	0.3199	-4.0
246	La Salle	11-19	0.9693	0.6296	0.3139	-4.2
247	Air Force	11-18	1.065	0.62936	0.3138	-4.2
248	Mount St. Mary’s	13-16	0.7043	0.62755	0.3127	-4.2
249	Youngstown St.	17-15	0.5772	0.62505	0.3113	-4.2
250	Alcorn St.	17-17	0.7813	0.62235	0.3097	-4.3
251	UC San Diego	11-16	0.806	0.62222	0.3096	-4.3
252	Southeastern Louisiana	15-15	0.7224	0.61276	0.3041	-4.4
253	Portland St.	12-17	0.7424	0.61213	0.3038	-4.4
254	Loyola MD	13-16	0.6402	0.6035	0.2987	-4.5
255	USC Upstate	13-17	0.8285	0.60239	0.2981	-4.6
256	Georgia Southern	10-16	0.9374	0.59026	0.2909	-4.7
257	New Orleans	15-14	0.6069	0.58818	0.2897	-4.8
258	Elon	8-22	1.145	0.58043	0.2851	-4.9
259	Miami OH	11-18	0.7734	0.57396	0.2812	-5.0
260	Southeast Missouri St.	12-18	0.7546	0.57216	0.2802	-5.0
261	Ball St.	13-17	0.7508	0.56906	0.2783	-5.1
262	Louisiana Monroe	10-18	0.895	0.56789	0.2776	-5.1
263	Presbyterian	9-20	0.8411	0.55706	0.2712	-5.3
264	Georgia	6-26	1.399	0.54316	0.2628	-5.5
265	Canisius	10-21	1.005	0.53961	0.2607	-5.6
266	FIU	13-17	0.7454	0.53513	0.2579	-5.6
267	Lipscomb	11-19	0.8173	0.5346	0.2576	-5.6
268	North Florida	8-20	1.019	0.53434	0.2575	-5.6
269	Army	13-16	0.655	0.53412	0.2573	-5.6
270	Binghamton	10-17	0.7225	0.53376	0.2571	-5.7
271	Northeastern	9-22	0.9615	0.53319	0.2568	-5.7
272	Bowling Green	11-18	0.7621	0.52078	0.2493	-5.9
273	Oregon St.	3-28	1.504	0.51442	0.2454	-6.0
274	Indiana St.	8-20	1.045	0.51257	0.2443	-6.0
275	Merrimack	13-16	0.6691	0.51122	0.2434	-6.0
276	South Florida	8-23	1.12	0.50652	0.2406	-6.1
277	Tennessee Tech	9-21	0.8156	0.50436	0.2393	-6.2
278	Jackson St.	11-19	0.7307	0.50315	0.2385	-6.2
279	Dixie St.	9-18	0.9776	0.50241	0.2381	-6.2
280	Hartford	12-20	0.6739	0.49832	0.2356	-6.3
281	Eastern Kentucky	9-18	0.6859	0.49577	0.2340	-6.3
282	Tennessee St.	12-18	0.6207	0.49223	0.2319	-6.4
283	North Carolina Central	12-15	0.694	0.49119	0.2312	-6.4
284	Prairie View A&M	8-19	0.7755	0.48509	0.2275	-6.5
285	Illinois Chicago	13-16	0.6464	0.48352	0.2265	-6.5
286	Western Carolina	10-21	0.9883	0.48264	0.2260	-6.6
287	Albany	13-18	0.7041	0.4743	0.2209	-6.7
288	Austin Peay	10-17	0.7995	0.47328	0.2202	-6.7
289	San Jose St.	7-23	1.191	0.47194	0.2194	-6.8
290	Northern Illinois	9-21	0.851	0.46079	0.2126	-7.0
291	Cal St. Bakersfield	6-19	0.8822	0.45779	0.2107	-7.0
292	North Carolina A&T	9-20	0.8033	0.4575	0.2106	-7.0
293	Radford	9-18	0.7812	0.45729	0.2104	-7.0
294	Morgan St.	9-15	0.662	0.45684	0.2102	-7.1
295	Denver	10-20	0.7231	0.44499	0.2029	-7.3
296	Duquesne	6-24	1.057	0.43808	0.1986	-7.4
297	Lehigh	12-19	0.62	0.43251	0.1952	-7.5
298	Coppin St.	9-23	0.819	0.43102	0.1943	-7.6
299	Sacramento St.	9-18	0.7495	0.42685	0.1917	-7.7
300	Stetson	7-19	0.7811	0.41299	0.1832	-8.0
301	Grambling St.	10-20	0.7202	0.41256	0.1830	-8.0
302	Cal Poly	6-21	0.8355	0.41174	0.1825	-8.0
303	Pepperdine	6-25	1.094	0.41092	0.1820	-8.0
304	Alabama A&M	12-18	0.5686	0.40587	0.1789	-8.1
305	South Carolina St.	12-16	0.588	0.40401	0.1777	-8.2
306	St. Thomas	7-20	0.7493	0.40012	0.1754	-8.2
307	Central Michigan	7-23	0.9034	0.40003	0.1753	-8.2
308	Maryland Eastern Shore	8-16	0.711	0.39834	0.1743	-8.3
309	Eastern Michigan	9-21	0.8274	0.39241	0.1707	-8.4
310	Sacred Heart	9-20	0.615	0.38905	0.1686	-8.5
311	SIU Edwardsville	9-21	0.7077	0.38431	0.1657	-8.6
312	Central Arkansas	9-20	0.8966	0.38404	0.1656	-8.6
313	Idaho	7-22	0.7866	0.38213	0.1644	-8.7
314	Florida A&M	11-17	0.6623	0.38086	0.1636	-8.7
315	St. Francis PA	8-21	0.6529	0.3797	0.1629	-8.7
316	Pacific	6-22	0.9291	0.3785	0.1622	-8.7
317	UT Rio Grande Valley	6-23	0.8636	0.3784	0.1621	-8.7
318	Evansville	5-24	0.9616	0.37667	0.1611	-8.8
319	American	10-22	0.6454	0.37483	0.1600	-8.8
320	Lafayette	9-20	0.6355	0.37185	0.1582	-8.9
321	UTSA	7-21	0.7655	0.36539	0.1543	-9.1
322	Western Michigan	6-22	0.8786	0.36375	0.1533	-9.1
323	St. Francis NY	9-20	0.6219	0.35759	0.1496	-9.3
324	Alabama St.	9-21	0.6329	0.35511	0.1481	-9.3
325	McNeese St.	7-22	0.7079	0.35259	0.1466	-9.4
326	Little Rock	6-19	1.007	0.34769	0.1436	-9.5
327	North Alabama	5-21	0.769	0.34586	0.1425	-9.6
328	NJIT	10-18	0.6483	0.33206	0.1343	-9.9
329	Northern Arizona	7-23	0.7548	0.32617	0.1309	-10.1
330	Cal St. Northridge	6-22	0.9046	0.32107	0.1279	-10.2
331	Tennessee Martin	6-22	0.7738	0.32053	0.1275	-10.2
332	Bucknell	9-23	0.6864	0.31829	0.1262	-10.3
333	Robert Morris	7-24	0.664	0.31106	0.1220	-10.5
334	Milwaukee	9-22	0.5827	0.3074	0.1199	-10.6
335	Hampton	7-19	0.7127	0.30332	0.1175	-10.7
336	Bethune Cookman	8-21	0.63	0.30249	0.1170	-10.8
337	Northwestern St.	6-23	0.7086	0.30012	0.1157	-10.8
338	Houston Baptist	7-18	0.5841	0.29651	0.1136	-10.9
339	Idaho St.	5-23	0.7775	0.29394	0.1121	-11.0
340	Central Connecticut	8-24	0.6564	0.26171	0.0940	-12.1
341	Chicago St.	7-25	0.7834	0.25515	0.0904	-12.3
342	Southern Miss	5-26	0.9172	0.24706	0.0861	-12.6
343	Holy Cross	7-22	0.6231	0.24073	0.0827	-12.8
344	William & Mary	4-27	0.8903	0.24007	0.0823	-12.8
345	Green Bay	4-25	0.6269	0.23657	0.0805	-13.0
346	Fairleigh Dickinson	4-22	0.6842	0.23551	0.0799	-13.0
347	Nebraska Omaha	4-25	0.8123	0.23117	0.0776	-13.2
348	Incarnate Word	5-24	0.6325	0.21165	0.0676	-14.0
349	North Dakota	4-25	0.6779	0.21062	0.0671	-14.0
350	Arkansas Pine Bluff	5-24	0.6676	0.20039	0.0620	-14.5
351	Columbia	3-22	0.7337	0.19508	0.0594	-14.7
352	Charleston Southern	3-25	0.7475	0.19506	0.0594	-14.7
353	Maine	3-23	0.6676	0.19251	0.0582	-14.8
354	Mississippi Valley St.	2-26	0.6057	0.16922	0.0473	-16.0
355	Lamar	0-27	0.7821	0.16347	0.0448	-16.3
356	Eastern Illinois	3-26	0.684	0.15336	0.0404	-16.9
357	Delaware St.	0-25	0.6762	0.15236	0.0399	-16.9
358	IUPUI	1-26	0.554	0.10742	0.0225	-20.1