Margin-Aware Bradley-Terry Ratings for College Basketball 2022-23

Updated through games of April 3

Parameters

Home field: Multiply home rating by 1.574
Victory point formula: `V_A=1/(1+e^(-M_A/5.0))`
Win probability for a matchup: `W_(A,B)=R_A^1.66/(R_A^1.66+R_B^1.66)`
Expected margin for a matchup: `M_(A,B)=9.1*ln(R_A/R_B)`
Home field equivalent to 4.1 points in expected margin

Ratings

Rank	Team	Record	SOS	Rating	Win % vs Average	Margin vs Average
1	Connecticut	31-8	2.212	7.9148	0.9688	18.8
2	Houston	33-4	1.685	7.3954	0.9652	18.2
3	Alabama	31-6	2.287	6.722	0.9594	17.3
4	UCLA	31-6	1.763	6.0468	0.9520	16.4
5	Gonzaga	30-6	1.954	5.3531	0.9419	15.3
6	Marquette	29-7	1.974	5.0433	0.9362	14.7
7	Purdue	29-6	1.84	4.9604	0.9345	14.6
8	Kansas	28-8	2.311	4.8258	0.9317	14.3
9	Texas	29-9	2.179	4.7423	0.9298	14.2
10	Florida Atlantic	33-4	1.471	4.6743	0.9282	14.0
11	Arizona	28-7	1.672	4.4095	0.9215	13.5
12	San Diego St.	31-7	1.985	4.3094	0.9187	13.3
13	Saint Mary’s	26-8	1.692	4.2504	0.9170	13.2
14	Xavier	27-10	2.028	4.214	0.9159	13.1
15	Memphis	26-9	1.789	4.2125	0.9158	13.1
16	Creighton	24-13	2.092	4.0691	0.9113	12.8
17	Miami FL	29-8	1.754	3.9936	0.9088	12.6
18	Tennessee	25-11	1.852	3.9699	0.9079	12.5
19	Utah St.	25-9	1.63	3.6446	0.8954	11.8
20	Baylor	23-11	2.178	3.5454	0.8910	11.5
21	North Texas	29-7	1.483	3.5343	0.8905	11.5
22	Duke	27-9	1.79	3.5239	0.8900	11.5
23	Kansas St.	26-10	1.899	3.4644	0.8872	11.3
24	Virginia	25-8	1.57	3.3492	0.8815	11.0
25	UAB	28-10	1.394	3.262	0.8768	10.8
26	Arkansas	22-14	2.026	3.1369	0.8696	10.4
27	Boise St.	23-10	1.645	3.1085	0.8679	10.3
28	West Virginia	19-15	2.162	3.1013	0.8675	10.3
29	Indiana	23-12	1.965	3.0796	0.8661	10.2
30	Maryland	22-13	1.774	3.0619	0.8650	10.2
31	Liberty	24-9	1.16	3.0581	0.8648	10.2
32	Texas A&M	25-10	1.648	3.0523	0.8644	10.2
33	Charleston	30-4	0.9085	3.0196	0.8623	10.1
34	Auburn	21-13	1.91	3.0172	0.8621	10.0
35	Oral Roberts	26-5	1.061	2.871	0.8520	9.6
36	Michigan St.	21-13	2.086	2.8595	0.8512	9.6
37	TCU	22-13	1.88	2.8524	0.8507	9.5
38	Kent St.	26-7	1.168	2.8463	0.8502	9.5
39	Kentucky	22-12	1.764	2.8423	0.8499	9.5
40	Iowa St.	19-14	2.111	2.7806	0.8452	9.3
41	Utah Valley	25-9	1.352	2.7757	0.8448	9.3
42	VCU	27-8	1.226	2.7669	0.8441	9.3
43	Providence	21-12	1.683	2.7523	0.8430	9.2
44	Northwestern	22-12	1.748	2.7387	0.8419	9.2
45	North Carolina	20-13	1.698	2.7024	0.8389	9.0
46	Penn St.	23-14	1.84	2.6577	0.8352	8.9
47	Iona	27-8	0.9897	2.6381	0.8335	8.8
48	Drake	26-8	1.088	2.6264	0.8324	8.8
49	Illinois	20-13	1.688	2.6197	0.8318	8.8
50	Marshall	23-8	0.9712	2.5389	0.8244	8.5
51	N.C. State	23-11	1.492	2.5306	0.8236	8.4
52	Missouri	25-10	1.622	2.5204	0.8227	8.4
53	Cincinnati	22-13	1.485	2.5137	0.8220	8.4
54	Michigan	18-16	1.767	2.4669	0.8174	8.2
55	Mississippi St.	21-13	1.595	2.4491	0.8156	8.2
56	Nevada	21-11	1.603	2.3913	0.8096	7.9
57	Pittsburgh	24-12	1.46	2.3892	0.8093	7.9
58	Oklahoma St.	20-16	1.967	2.3743	0.8077	7.9
59	Sam Houston St.	22-8	1.319	2.3652	0.8068	7.8
60	USC	22-11	1.465	2.3542	0.8055	7.8
61	Iowa	19-14	1.699	2.3323	0.8031	7.7
62	Yale	19-9	1.176	2.3005	0.7995	7.6
63	Louisiana	23-8	1.159	2.2451	0.7929	7.4
64	New Mexico	21-12	1.393	2.2178	0.7895	7.2
65	Toledo	26-8	1.015	2.2097	0.7885	7.2
66	Oregon	21-15	1.588	2.1906	0.7861	7.1
67	Wisconsin	20-15	1.819	2.1813	0.7849	7.1
68	Southern Miss	22-8	1.148	2.1676	0.7832	7.0
69	Arizona St.	23-13	1.563	2.164	0.7827	7.0
70	Dayton	22-12	1.131	2.1494	0.7808	7.0
71	Rutgers	19-15	1.588	2.1486	0.7807	7.0
72	Oklahoma	15-17	2.021	2.1027	0.7745	6.8
73	Clemson	23-11	1.216	2.0995	0.7740	6.7
74	Furman	25-8	0.9558	2.0798	0.7713	6.7
75	Santa Clara	22-10	1.259	2.0635	0.7690	6.6
76	UCF	19-15	1.434	2.0544	0.7677	6.6
77	Bradley	24-10	1.147	2.0363	0.7650	6.5
78	Texas Tech	16-16	1.666	2.0011	0.7598	6.3
79	Villanova	17-17	1.796	1.987	0.7576	6.2
80	Hofstra	24-10	1.1	1.9839	0.7572	6.2
81	Ohio St.	16-19	1.845	1.9648	0.7542	6.1
82	Princeton	21-9	1.11	1.9341	0.7493	6.0
83	Florida	16-17	1.694	1.9065	0.7448	5.9
84	Seton Hall	16-16	1.744	1.8715	0.7389	5.7
85	St. John’s	18-15	1.481	1.8709	0.7388	5.7
86	Virginia Tech	19-15	1.428	1.85	0.7352	5.6
87	Vanderbilt	22-15	1.705	1.842	0.7338	5.6
88	Wake Forest	19-14	1.396	1.8334	0.7323	5.5
89	Colgate	25-9	0.8182	1.8303	0.7317	5.5
90	Saint Louis	20-12	1.286	1.7742	0.7215	5.2
91	James Madison	19-11	1.065	1.7694	0.7206	5.2
92	BYU	17-15	1.353	1.7688	0.7204	5.2
93	San Jose St.	20-14	1.422	1.747	0.7163	5.1
94	Vermont	22-11	1.055	1.7324	0.7134	5.0
95	UNLV	18-13	1.317	1.7317	0.7133	5.0
96	UC Santa Barbara	25-8	0.8932	1.726	0.7122	5.0
97	Kennesaw St.	23-9	1.125	1.7119	0.7094	4.9
98	Tulane	20-11	1.189	1.7014	0.7073	4.8
99	Washington St.	17-17	1.523	1.6782	0.7025	4.7
100	Charlotte	22-14	1.115	1.6669	0.7002	4.6
101	UMass Lowell	24-8	0.6971	1.6611	0.6990	4.6
102	Colorado	18-17	1.465	1.6495	0.6965	4.6
103	Indiana St.	22-13	0.8631	1.64	0.6945	4.5
104	Montana St.	23-10	1.001	1.6251	0.6913	4.4
105	Fordham	25-8	0.8576	1.5982	0.6853	4.3
106	UC Irvine	21-12	1.004	1.5928	0.6841	4.2
107	UNC Greensboro	18-12	1.001	1.567	0.6782	4.1
108	Akron	20-11	1.009	1.5549	0.6754	4.0
109	Grand Canyon	21-12	1.133	1.5455	0.6732	4.0
110	South Alabama	17-16	1.182	1.5363	0.6710	3.9
111	UNC Asheville	25-8	0.8827	1.53	0.6695	3.9
112	Utah	17-15	1.261	1.5282	0.6691	3.9
113	Towson	21-12	0.9117	1.5052	0.6635	3.7
114	Nebraska	16-16	1.678	1.497	0.6614	3.7
115	Loyola Marymount	18-12	1.23	1.4969	0.6614	3.7
116	Southern Utah	20-13	1.221	1.4865	0.6588	3.6
117	UNC Wilmington	22-10	0.997	1.4735	0.6555	3.5
118	Youngstown St.	22-10	0.7544	1.4699	0.6546	3.5
119	Middle Tennessee	17-14	1.386	1.4626	0.6528	3.5
120	San Francisco	19-14	1.221	1.4515	0.6499	3.4
121	Eastern Washington	22-11	0.9625	1.4446	0.6481	3.3
122	Belmont	20-11	1.013	1.4158	0.6404	3.2
123	Wichita St.	17-15	1.198	1.3973	0.6354	3.0
124	Cornell	15-11	1.033	1.39	0.6334	3.0
125	Troy	17-13	1.095	1.3878	0.6327	3.0
126	Southern Illinois	22-10	0.99	1.3775	0.6299	2.9
127	Samford	18-10	0.8813	1.3749	0.6291	2.9
128	Syracuse	17-15	1.203	1.3564	0.6239	2.8
129	Hawaii	21-11	0.8013	1.3549	0.6234	2.8
130	Ohio	18-14	0.9803	1.3323	0.6169	2.6
131	Duquesne	20-13	0.9617	1.3284	0.6157	2.6
132	Penn	16-13	1.079	1.326	0.6150	2.6
133	George Mason	20-13	1.026	1.3191	0.6129	2.5
134	Stephen F. Austin	16-13	1.055	1.3135	0.6113	2.5
135	Temple	16-16	1.341	1.3121	0.6109	2.5
136	Stanford	14-19	1.323	1.2882	0.6036	2.3
137	Davidson	15-16	1.178	1.2807	0.6013	2.3
138	Seattle	18-12	1.103	1.2596	0.5946	2.1
139	Grambling St.	22-9	0.6642	1.2489	0.5912	2.0
140	Cal St. Fullerton	18-13	1.062	1.2164	0.5806	1.8
141	Lipscomb	17-13	0.9755	1.2024	0.5759	1.7
142	Ball St.	18-12	0.8848	1.1978	0.5744	1.6
143	UC Riverside	21-12	1.003	1.1968	0.5740	1.6
144	Washington	16-16	1.3	1.1959	0.5737	1.6
145	Norfolk St.	18-11	0.784	1.175	0.5665	1.5
146	Eastern Kentucky	20-14	1.11	1.1645	0.5629	1.4
147	Missouri St.	16-15	1.046	1.162	0.5620	1.4
148	Northern Kentucky	20-13	0.9054	1.1542	0.5592	1.3
149	Texas A&M Corpus Chris	20-11	0.7195	1.1529	0.5588	1.3
150	Colorado St.	14-18	1.396	1.1476	0.5569	1.3
151	Mississippi	12-21	1.467	1.1249	0.5487	1.1
152	Old Dominion	18-12	1.034	1.1191	0.5466	1.0
153	Stetson	15-14	1.079	1.1189	0.5465	1.0
154	Butler	14-18	1.584	1.115	0.5450	1.0
155	Quinnipiac	19-12	0.8122	1.1141	0.5447	1.0
156	Georgia	16-16	1.177	1.1033	0.5407	0.9
157	Florida Gulf Coast	16-15	0.9472	1.0996	0.5393	0.9
158	Navy	17-13	0.7813	1.0864	0.5343	0.8
159	Radford	19-15	0.9	1.0861	0.5342	0.8
160	UC Davis	16-14	0.8998	1.0791	0.5316	0.7
161	Richmond	15-18	1.04	1.0763	0.5305	0.7
162	South Dakota St.	18-13	0.9794	1.0575	0.5232	0.5
163	Longwood	18-12	0.7462	1.0446	0.5181	0.4
164	Western Kentucky	15-16	1.192	1.043	0.5175	0.4
165	North Carolina Central	14-12	0.8517	1.04	0.5163	0.4
166	Louisiana Tech	12-18	1.274	1.0396	0.5161	0.4
167	Long Beach St.	15-16	1.012	1.0342	0.5140	0.3
168	Cleveland St.	20-13	0.8121	1.0332	0.5135	0.3
169	Tarleton St.	13-17	1.239	1.0279	0.5114	0.3
170	Brown	14-13	0.9788	1.0268	0.5110	0.2
171	Montana	16-14	0.9476	1.025	0.5102	0.2
172	Northwestern St.	21-11	0.7258	1.0147	0.5060	0.1
173	South Florida	14-18	1.032	1.0004	0.5002	0.0
174	Cal Baptist	15-16	0.9354	0.99321	0.4972	-0.1
175	Harvard	12-14	1.001	0.98709	0.4946	-0.1
176	Rice	16-16	1.141	0.98708	0.4946	-0.1
177	Siena	17-15	0.785	0.97919	0.4913	-0.2
178	Boston College	16-17	1.199	0.9789	0.4912	-0.2
179	Bryant	15-13	0.9055	0.97314	0.4887	-0.2
180	LSU	14-19	1.293	0.96294	0.4843	-0.3
181	East Carolina	16-17	1.032	0.95923	0.4827	-0.4
182	Queens	15-15	0.9792	0.93665	0.4729	-0.6
183	Utah Tech	11-19	1.175	0.93493	0.4721	-0.6
184	St. Thomas	17-14	0.8348	0.93421	0.4718	-0.6
185	Air Force	14-18	1.032	0.92828	0.4692	-0.7
186	Chattanooga	15-17	0.9242	0.92599	0.4681	-0.7
187	Appalachian St.	13-16	1.011	0.92371	0.4671	-0.7
188	Massachusetts	15-16	1.013	0.92104	0.4659	-0.7
189	Fresno St.	10-20	1.318	0.91831	0.4647	-0.8
190	Rider	15-14	0.8033	0.91692	0.4641	-0.8
191	UTEP	12-18	1.171	0.91165	0.4617	-0.8
192	Saint Joseph’s	16-17	0.923	0.91094	0.4614	-0.8
193	St. Bonaventure	14-18	1.002	0.90326	0.4579	-0.9
194	Drexel	16-15	0.759	0.90235	0.4575	-0.9
195	Portland	12-19	1.15	0.8998	0.4563	-1.0
196	Georgia Tech	13-18	1.209	0.89502	0.4541	-1.0
197	Wright St.	16-15	0.7383	0.88773	0.4507	-1.1
198	Morehead St.	18-12	0.815	0.88448	0.4492	-1.1
199	DePaul	10-23	1.635	0.87884	0.4466	-1.2
200	Milwaukee	19-12	0.8063	0.87834	0.4464	-1.2
201	Detroit Mercy	13-19	0.8869	0.87334	0.4440	-1.2
202	Howard	19-13	0.8113	0.86947	0.4422	-1.3
203	Georgia Southern	14-16	0.9664	0.85843	0.4370	-1.4
204	Murray St.	16-15	0.9784	0.85821	0.4369	-1.4
205	Weber St.	16-15	0.9514	0.85711	0.4364	-1.4
206	Alcorn St.	18-14	0.8139	0.8489	0.4324	-1.5
207	Notre Dame	11-21	1.159	0.84648	0.4313	-1.5
208	Gardner Webb	13-16	0.8648	0.8458	0.4309	-1.5
209	Texas St.	14-18	1.058	0.83473	0.4256	-1.6
210	Maryland Eastern Shore	14-13	0.8605	0.81238	0.4146	-1.9
211	North Florida	12-17	1.018	0.80819	0.4125	-1.9
212	New Mexico St.	6-15	1.262	0.8076	0.4122	-1.9
213	Buffalo	13-17	1.083	0.8045	0.4107	-2.0
214	Delaware	16-16	0.8711	0.79325	0.4050	-2.1
215	Jacksonville	10-16	1.067	0.78992	0.4034	-2.1
216	Campbell	14-18	0.8288	0.78968	0.4032	-2.1
217	UMBC	17-14	0.6921	0.78901	0.4029	-2.2
218	North Dakota St.	14-17	0.9392	0.78724	0.4020	-2.2
219	Abilene Christian	9-17	1.137	0.7867	0.4017	-2.2
220	George Washington	15-16	0.9144	0.78561	0.4012	-2.2
221	FIU	12-18	1.069	0.78378	0.4003	-2.2
222	Pacific	14-17	0.9957	0.77929	0.3980	-2.3
223	SMU	10-22	1.286	0.77847	0.3975	-2.3
224	Northern Iowa	13-18	0.9409	0.77149	0.3940	-2.4
225	Purdue Fort Wayne	15-15	0.7881	0.76649	0.3914	-2.4
226	SIU Edwardsville	16-14	0.6992	0.76355	0.3899	-2.5
227	Wyoming	8-22	1.368	0.76142	0.3888	-2.5
228	Wofford	14-16	0.8715	0.75071	0.3832	-2.6
229	La Salle	15-19	0.9503	0.74439	0.3799	-2.7
230	Mercer	12-19	0.8677	0.74233	0.3788	-2.7
231	Jacksonville St.	10-18	0.9701	0.74128	0.3783	-2.7
232	Southeast Missouri St.	17-17	0.7174	0.73404	0.3744	-2.8
233	Western Carolina	15-16	0.8613	0.72562	0.3700	-2.9
234	North Alabama	15-15	0.9323	0.71697	0.3653	-3.0
235	South Carolina	11-21	1.272	0.7126	0.3630	-3.1
236	Niagara	15-15	0.8106	0.70418	0.3584	-3.2
237	Army	15-16	0.6906	0.6934	0.3526	-3.3
238	Robert Morris	14-17	0.7326	0.69048	0.3510	-3.4
239	Lehigh	14-14	0.7457	0.68286	0.3468	-3.5
240	Western Illinois	13-14	0.7681	0.67536	0.3426	-3.6
241	Northern Arizona	10-23	1.005	0.67247	0.3410	-3.6
242	Sacramento St.	12-18	0.9119	0.67091	0.3402	-3.6
243	Winthrop	13-17	0.8659	0.66834	0.3387	-3.7
244	USC Upstate	14-16	0.8687	0.66312	0.3358	-3.7
245	Southeastern Louisiana	15-14	0.6996	0.66127	0.3348	-3.8
246	Canisius	9-20	0.8968	0.65589	0.3318	-3.8
247	Northern Illinois	12-18	0.8822	0.65421	0.3308	-3.9
248	New Hampshire	13-15	0.7788	0.65179	0.3295	-3.9
249	Northern Colorado	12-19	0.9035	0.64606	0.3262	-4.0
250	Pepperdine	7-22	1.222	0.64243	0.3242	-4.0
251	San Diego	9-20	1.04	0.64084	0.3233	-4.0
252	American	17-15	0.6673	0.63934	0.3224	-4.1
253	Florida St.	9-23	1.28	0.63753	0.3214	-4.1
254	Boston University	14-17	0.7517	0.62941	0.3168	-4.2
255	Tennessee Martin	15-14	0.6555	0.61753	0.3100	-4.4
256	Fairfield	12-18	0.8197	0.61652	0.3094	-4.4
257	Bellarmine	12-18	1.066	0.61536	0.3087	-4.4
258	Fairleigh Dickinson	19-16	0.5566	0.6135	0.3077	-4.4
259	Nicholls St.	12-15	0.7257	0.61222	0.3069	-4.5
260	UT Rio Grande Valley	11-17	0.9607	0.61086	0.3061	-4.5
261	East Tennessee St.	10-20	0.805	0.60852	0.3048	-4.5
262	Southern Indiana	13-17	0.7056	0.60091	0.3004	-4.6
263	UT Arlington	8-21	1.199	0.59353	0.2961	-4.7
264	Maine	11-17	0.8715	0.593	0.2958	-4.8
265	Minnesota	9-22	1.3	0.58739	0.2925	-4.8
266	Oregon St.	10-21	1.074	0.57166	0.2833	-5.1
267	Lafayette	11-23	0.8812	0.56593	0.2799	-5.2
268	Idaho St.	9-21	0.822	0.56403	0.2788	-5.2
269	Loyola Chicago	10-21	0.9309	0.55938	0.2760	-5.3
270	Rhode Island	9-22	0.9757	0.5587	0.2756	-5.3
271	North Dakota	11-20	0.8091	0.556	0.2740	-5.3
272	Tennessee Tech	13-17	0.7041	0.5553	0.2736	-5.4
273	Southern	13-17	0.6911	0.55398	0.2728	-5.4
274	Merrimack	16-16	0.5799	0.55373	0.2727	-5.4
275	Prairie View A&M	11-19	0.71	0.54709	0.2687	-5.5
276	Georgetown	7-25	1.314	0.54544	0.2677	-5.5
277	Wagner	13-13	0.5488	0.53876	0.2637	-5.6
278	Portland St.	10-19	0.9008	0.53848	0.2636	-5.6
279	Marist	13-20	0.7305	0.53808	0.2633	-5.6
280	Illinois St.	11-21	0.7812	0.52887	0.2578	-5.8
281	Mount St. Mary’s	12-20	0.8252	0.52538	0.2557	-5.9
282	Tennessee St.	14-14	0.5759	0.52372	0.2547	-5.9
283	High Point	12-17	0.7382	0.52218	0.2538	-5.9
284	Oakland	12-19	0.8351	0.51687	0.2506	-6.0
285	Saint Peter’s	13-18	0.7329	0.51224	0.2478	-6.1
286	Morgan St.	11-16	0.7663	0.51018	0.2465	-6.1
287	Valparaiso	10-21	0.8308	0.50615	0.2441	-6.2
288	Louisiana Monroe	8-21	1.001	0.50538	0.2436	-6.2
289	Northeastern	10-20	0.7966	0.50485	0.2433	-6.2
290	Miami OH	9-20	0.8029	0.5022	0.2417	-6.3
291	Dartmouth	8-18	0.9747	0.50016	0.2405	-6.3
292	South Dakota	10-19	0.8087	0.4999	0.2403	-6.3
293	Chicago St.	7-20	0.958	0.49852	0.2395	-6.3
294	Illinois Chicago	11-20	0.7884	0.49767	0.2390	-6.4
295	Coastal Carolina	8-20	0.9422	0.49322	0.2363	-6.4
296	Denver	13-17	0.6675	0.4862	0.2320	-6.6
297	Binghamton	11-18	0.787	0.48413	0.2307	-6.6
298	Bowling Green	9-20	0.7919	0.47781	0.2269	-6.7
299	UTSA	8-22	1.05	0.47598	0.2258	-6.8
300	Texas Southern	12-21	0.7415	0.4758	0.2257	-6.8
301	UMKC	10-20	0.7899	0.47345	0.2242	-6.8
302	Georgia St.	7-21	0.9105	0.47328	0.2241	-6.8
303	Manhattan	11-18	0.7519	0.46648	0.2200	-6.9
304	Sacred Heart	15-17	0.5133	0.462	0.2172	-7.0
305	Bucknell	11-20	0.6775	0.46151	0.2169	-7.0
306	Cal St. Bakersfield	9-22	0.8655	0.46046	0.2163	-7.1
307	UC San Diego	8-20	0.9116	0.46008	0.2161	-7.1
308	Arkansas St.	10-20	0.797	0.46002	0.2160	-7.1
309	Jackson St.	14-19	0.7335	0.45209	0.2112	-7.2
310	Texas A&M Commerce	12-20	0.6747	0.44917	0.2094	-7.3
311	Loyola MD	11-20	0.7083	0.43116	0.1984	-7.7
312	Stonehill	13-17	0.6111	0.42941	0.1973	-7.7
313	William & Mary	11-20	0.7714	0.42553	0.1949	-7.8
314	Charleston Southern	8-21	0.8094	0.423	0.1934	-7.8
315	North Carolina A&T	10-19	0.7908	0.42256	0.1931	-7.8
316	Cal Poly	6-25	0.8573	0.41446	0.1881	-8.0
317	Eastern Michigan	7-23	0.8972	0.41287	0.1872	-8.1
318	Nebraska Omaha	8-23	0.8915	0.41257	0.1870	-8.1
319	Stony Brook	9-22	0.7982	0.40534	0.1826	-8.2
320	Alabama A&M	12-18	0.598	0.4034	0.1814	-8.3
321	The Citadel	9-22	0.7809	0.40225	0.1807	-8.3
322	Little Rock	8-21	0.6832	0.40092	0.1799	-8.3
323	NJIT	6-23	0.7821	0.40078	0.1798	-8.3
324	Louisville	4-28	1.21	0.39067	0.1736	-8.6
325	Austin Peay	6-22	0.8871	0.38165	0.1681	-8.8
326	Arkansas Pine Bluff	6-21	0.7122	0.3771	0.1654	-8.9
327	St. Francis PA	11-18	0.5472	0.37679	0.1652	-8.9
328	Tulsa	5-25	1.051	0.3748	0.1640	-8.9
329	Coppin St.	9-23	0.9064	0.37106	0.1617	-9.0
330	Idaho	8-22	0.7317	0.37069	0.1615	-9.0
331	New Orleans	10-20	0.5879	0.36556	0.1584	-9.2
332	Central Connecticut	10-22	0.5522	0.35659	0.1529	-9.4
333	Incarnate Word	9-19	0.5998	0.34991	0.1489	-9.6
334	Western Michigan	5-23	0.8335	0.34946	0.1486	-9.6
335	Holy Cross	8-22	0.7082	0.34907	0.1484	-9.6
336	Central Arkansas	8-22	0.8535	0.34822	0.1479	-9.6
337	Bethune Cookman	10-20	0.6194	0.34618	0.1467	-9.7
338	California	3-29	1.206	0.34412	0.1454	-9.7
339	Central Michigan	8-21	0.7718	0.34247	0.1445	-9.8
340	McNeese St.	10-23	0.6574	0.33737	0.1414	-9.9
341	Lindenwood	8-21	0.6829	0.32995	0.1370	-10.1
342	St. Francis NY	12-16	0.459	0.30789	0.1240	-10.7
343	Monmouth	7-26	0.8652	0.30535	0.1225	-10.8
344	South Carolina St.	4-26	0.9052	0.2957	0.1169	-11.1
345	Elon	6-24	0.7655	0.29433	0.1161	-11.1
346	Albany	6-23	0.803	0.29417	0.1160	-11.1
347	Columbia	5-22	0.8725	0.28893	0.1129	-11.3
348	Presbyterian	3-27	0.7319	0.28578	0.1111	-11.4
349	Hampton	7-24	0.7232	0.28508	0.1107	-11.4
350	Eastern Illinois	7-22	0.6255	0.28445	0.1104	-11.4
351	Cal St. Northridge	5-25	0.781	0.28224	0.1091	-11.5
352	Alabama St.	7-23	0.6653	0.28173	0.1088	-11.5
353	Houston Christian	7-22	0.5852	0.26124	0.0972	-12.2
354	VMI	4-25	0.8703	0.25046	0.0913	-12.6
355	Evansville	5-27	0.8897	0.24979	0.0909	-12.6
356	Delaware St.	5-23	0.7573	0.24836	0.0901	-12.7
357	Florida A&M	5-22	0.682	0.24348	0.0875	-12.9
358	Lamar	6-22	0.5944	0.22966	0.0800	-13.4
359	Mississippi Valley St.	5-27	0.718	0.22627	0.0782	-13.5
360	IUPUI	3-27	0.6562	0.18768	0.0586	-15.2
361	Hartford	2-23	0.579	0.13718	0.0357	-18.1
362	Green Bay	3-29	0.7542	0.13157	0.0333	-18.5
363	LIU	1-26	0.5968	0.094629	0.0196	-21.5