Division III Basketball Efficiency Ratings 2019-2020

Submitted here for the official record are the final FFTMAG efficiency ratings for the 2019-20 season. See below for a brief explanation of the methods. The current-year's data will be posted on this page when available.

Below is an attempt at replicating Ken Pomeroy's excellent Division I efficiency ratings for Division III teams. Only D3 vs. D3 games are included in the data set and team records. No Division I, II, NAIA, NCCAA, or other opponents are included.

All stats come from NCAA.org. If box score data hasn't been reported to that site, it won't be in this data set.

AdjEM - Adjusted Efficiency Margin - This is the number of points (per 100 possessions) by which the team in question would be expected to beat an average team. This is that category by which teams are ranked overall.

AdjO - Adjusted Offense - This is the number of points (per 100 possessions) that the team in question would be expected to score against an average defense.

AdjD - Adjusted Defense - This is the number of points (per 100 possessions) that the team in question would be expected to allow against an average offense.

AdjT - Adjusted Tempo - This is the speed, in possessions per 40 minutes, at which the team in question would be expected to play against an average team.

SOS Win50 - This column represents the median rating of all of the opponents a team has played so far this season. This strength of schedule indicator is less susceptible to swings caused by a small handful of particularly poor (or strong) opponents.

OppEM - Opponents - These columns represent the average adjusted efficiency margin which gives an idea of a team's strength of schedule.

NCSOS OppEM - Non-conference - This column is the average adjusted efficiency margin of a team's non-conference opponents.

Adj - Adjusted - Raw offensive, defensive, and tempo ratings are calculated for each game using box score data. These numbers go through an automatic iterative process until they stabilize in an attempt to account for game tempo and quality of opposition. For example: if Calvin plays a "system" team like Grinnell in a game that results in 95 possessions, they shouldn't necessarily be seen as a fast team (simply because they played a fast opponent). Their adjusted game tempo would be a more NCAA-average 75 (or so) since 95 possessions per game is how fast average teams play against Grinnell. The same process applies to offensive and defensive efficiency ratings. Each game number is adjusted to account for quality of opposition (a 'good' offensive output against a lowly defense might end up looking only average). The number next to each column is the team's overall rank in that category.

			D3	Adj	Adj	Adj	Adj	SOS	SOS	SOS	SOS	NCSOS
Rank	Team	Conf	GP	Tempo	Oeff	DEff	Margin	Median	OppEM	OppO	OppD	OppEM
1	Randolph-Macon	ODAC	29	67	115	84	31	3.5	5.0	103.1	98.1	6.2
2	Mount Union	OAC	29	72	121	95	25	5.3	5.9	105.7	99.8	6.6
3	Swarthmore	CC	28	72	117	92	25	4.6	4.5	102.0	97.5	7.9
4	Saint Johns (MN)	MIAC	28	65	119	94	25	2.7	0.8	104.2	103.3	-1.2
5	St. Thomas (MN)	MIAC	28	71	117	92	25	2.9	3.8	105.9	102.1	12.3
6	Wis.-Platteville	WIAC	25	71	114	90	24	7.4	6.6	105.4	98.8	0.2
7	Chris. Newport	CAC	28	76	112	88	24	7.4	6.2	104.4	98.2	7.2
8	Wis.-Oshkosh	WIAC	28	74	116	92	24	13.3	10.8	108.2	97.4	9.9
9	Neb. Wesleyan	ARC	28	72	121	98	23	4.2	3.5	105.5	102.0	3.6
10	Amherst	NESCAC	26	72	115	92	23	12.6	5.9	104.2	98.3	-3.2
11	Emory	UAA	26	77	118	95	23	7.0	7.8	105.8	98.0	4.7
12	Colby	NESCAC	28	76	115	93	22	11.2	6.5	104.8	98.3	-0.6
13	Tufts	NESCAC	28	75	112	90	22	12.6	10.6	106.9	96.3	8.2
14	Springfield	NEWMAC	27	71	117	95	22	10.4	7.8	106.3	98.5	7.7
15	Babson	NEWMAC	27	73	116	94	21	8.2	6.8	106.6	99.8	4.3
16	WashU	UAA	26	70	115	94	21	8.8	7.7	107.3	99.6	4.2
17	WPI	NEWMAC	28	69	112	91	21	10.3	6.5	105.9	99.5	3.3
18	St. Norbert	MWC	28	69	114	93	21	0.5	2.8	105.5	102.7	6.6
19	Wittenberg	NCAC	29	73	113	92	21	3.9	1.0	103.3	102.3	-5.1
20	Elmhurst	CCIW	29	76	114	93	21	10.2	6.7	106.3	99.6	2.6
21	Yeshiva	SKY	29	76	117	96	21	-1.2	-1.2	99.0	100.2	4.9
22	North Central (IL)	CCIW	27	66	113	92	21	8.8	6.5	106.6	100.0	3.5
23	Johns Hopkins	CC	28	71	113	93	20	4.2	4.6	102.3	97.7	7.3
24	Marietta	OAC	28	76	114	93	20	5.0	5.8	106.3	100.5	4.2
25	SUNY Brockport	SUNYAC	28	79	109	88	20	3.3	2.7	103.4	100.7	5.2
26	TCNJ	NJAC	28	75	111	91	20	10.0	6.0	102.7	96.7	9.4
27	Ithaca	E8	29	77	113	93	20	-1.1	1.0	100.9	99.9	1.8
28	York (PA)	CAC	28	73	113	93	20	6.4	5.5	103.9	98.4	4.2
29	Saint Joseph (CT)	GNAC	28	77	114	95	19	-2.0	-2.2	100.4	102.6	-0.3
30	Middlebury	NESCAC	26	75	115	95	19	9.6	6.9	104.1	97.2	2.7
31	Wis.-La Crosse	WIAC	27	71	108	89	19	7.4	6.8	106.7	99.9	-0.8
32	Va. Wesleyan	ODAC	27	71	108	89	19	3.5	5.2	103.7	98.5	5.7
33	Augustana (IL)	CCIW	26	71	111	93	18	11.4	8.6	107.1	98.5	9.6
34	Rensselaer	LL	28	69	107	88	18	-1.1	1.1	100.7	99.6	6.8
35	Williams	NESCAC	25	69	108	90	18	12.8	10.6	107.4	96.9	6.5
36	Ripon	MWC	28	70	112	94	17	1.6	3.8	106.3	102.5	8.0
37	Pomona-Pitzer	SCIAC	23	71	118	101	17	5.4	0.1	101.2	101.0	0.0
38	Whitworth	NWC	28	74	114	97	17	1.5	3.1	104.9	101.9	9.6
39	Hobart	LL	27	71	104	88	17	-0.6	2.9	102.5	99.5	11.8
40	John Carroll	OAC	28	76	114	98	17	4.8	5.8	105.4	99.6	-0.6
41	Susquehanna	LAND	28	74	109	92	17	-1.4	-0.3	98.6	98.9	1.4
42	Guilford	ODAC	26	69	107	90	16	5.1	6.4	104.4	98.0	8.4
43	St. Thomas (TX)	SCAC	21	79	109	93	16	-1.0	-2.9	99.1	101.9	-1.4
44	Roanoke	ODAC	27	68	108	92	15	3.5	4.0	101.8	97.8	-0.7
45	Hamilton	NESCAC	25	78	112	97	15	9.9	5.6	103.2	97.6	-0.9
46	Wash. & Lee	ODAC	26	79	106	91	15	0.2	3.1	102.0	98.9	-2.3
47	Whitman	NWC	28	82	111	97	15	1.5	1.3	104.2	102.9	2.9
48	Wis.-Stevens Point	WIAC	26	67	107	93	15	13.3	10.7	107.8	97.1	8.7
49	Wooster	NCAC	29	73	115	100	15	3.9	5.3	105.3	100.0	9.7
50	SUNY Oneonta	SUNYAC	27	74	110	96	15	2.7	1.2	102.2	101.0	0.8
51	Rochester (NY)	UAA	25	69	105	91	14	10.3	8.9	107.1	98.2	5.3
52	Stevens	MACF	28	75	103	89	14	-0.3	2.1	101.7	99.6	7.3
53	Albion	MIAA	26	71	112	97	14	4.5	4.4	105.3	100.9	6.9
54	Wheaton (IL)	CCIW	26	69	111	96	14	10.2	7.5	106.4	98.9	4.6
55	Trinity (CT)	NESCAC	26	79	105	91	14	9.1	4.8	104.5	99.6	-3.3
56	LeTourneau	ASC	29	81	109	95	14	6.8	5.0	104.8	99.8	7.1
57	Lynchburg	ODAC	27	74	107	93	14	7.3	7.5	104.9	97.4	9.1
58	East Tex. Baptist	ASC	28	75	110	97	14	2.5	2.8	103.5	100.7	0.4
59	Brandeis	UAA	25	69	109	95	14	8.6	8.6	107.1	98.5	4.5
60	Mary Washington	CAC	27	73	109	96	13	5.1	4.2	103.4	99.3	3.1
61	Wis.-Eau Claire	WIAC	29	68	109	96	13	14.8	10.1	107.8	97.7	4.9
62	Texas-Dallas	ASC	28	70	109	96	13	3.0	4.0	103.9	99.9	5.0
63	Rowan	NJAC	27	81	110	97	13	6.4	5.7	102.2	96.5	6.7
64	Claremont-M-S	SCIAC	25	69	105	92	13	-1.0	0.4	102.4	102.1	0.4
65	Scranton	LAND	27	71	109	96	13	-1.4	0.2	99.4	99.2	0.7
66	Wesleyan (CT)	NESCAC	24	74	104	91	13	8.0	6.9	104.8	97.9	-0.5
67	Centre	SAA	28	70	109	97	13	1.4	0.8	103.9	103.0	2.1
68	Oswego St.	SUNYAC	27	69	108	95	13	-1.4	2.5	103.3	100.7	1.1
69	Redlands	SCIAC	26	77	108	96	12	3.5	0.9	102.1	101.2	-0.3
70	SUNY Cortland	SUNYAC	26	72	114	102	12	5.1	2.0	101.8	99.8	1.8
71	Emerson	NEWMAC	25	77	110	98	12	9.9	6.4	106.4	100.0	2.1
72	Buena Vista	ARC	25	74	111	99	12	1.7	0.7	104.9	104.1	-7.0
73	Ill. Wesleyan	CCIW	28	73	112	100	12	10.2	8.7	107.1	98.4	6.5
74	Endicott	CCC	27	75	111	99	12	4.6	1.6	103.1	101.5	-0.3
75	Albertus Magnus	GNAC	27	81	108	97	12	0.6	0.6	103.1	102.5	3.5
76	UChicago	UAA	25	72	108	96	12	6.6	8.5	107.7	99.1	4.0
77	Benedictine (IL)	NACC	27	71	104	93	12	-5.8	-2.5	101.2	103.7	10.1
78	Linfield	NWC	21	74	112	101	11	0.5	1.8	104.7	102.9	9.0
79	Bates	NESCAC	25	77	103	92	11	12.9	8.0	106.4	98.4	2.0
80	Me.-Farmington	NAC	24	75	107	95	11	-6.8	-7.5	97.2	104.7	3.1
81	Penn St. Harrisburg	NEAC	28	73	109	98	11	-9.1	-7.5	97.1	104.6	0.7
82	Ramapo	NJAC	26	70	106	95	11	4.3	3.9	102.9	99.0	0.1
83	Coe	ARC	27	69	113	102	11	1.7	3.6	105.9	102.4	0.3
84	Wabash	NCAC	26	72	111	99	11	3.9	3.5	105.0	101.5	4.4
85	Utica	E8	26	73	112	100	11	1.2	-0.1	101.1	101.1	2.8
86	Drew	LAND	27	77	105	94	11	-1.4	1.4	100.4	99.1	4.1
87	Calvin	MIAA	23	72	107	96	11	3.1	4.2	105.8	101.5	6.9
88	Averett	USAC	27	71	101	90	11	0.6	1.8	103.8	102.1	7.8
89	Stockton	NJAC	27	76	101	91	11	6.4	5.4	102.8	97.4	3.3
90	SUNY Potsdam	SUNYAC	26	78	104	94	11	-4.5	1.1	102.1	101.0	-6.5
91	Western Conn. St.	LEC	27	75	106	95	10	2.1	0.5	100.0	99.6	-1.7
92	Coast Guard	NEWMAC	27	76	112	102	10	10.5	8.4	106.5	98.0	4.1
93	Augsburg	MIAC	26	73	115	105	10	1.1	0.8	103.0	102.2	-3.0
94	St. John Fisher	E8	28	75	108	98	10	2.2	1.2	103.3	102.1	4.6
95	UMass Boston	LEC	27	70	103	93	10	2.6	1.1	100.7	99.6	0.0
96	Carroll (WI)	CCIW	25	67	102	92	10	8.5	3.9	105.5	101.6	-4.7
97	Berry	SAA	25	68	105	95	10	-0.6	1.0	102.4	101.4	1.1
98	Union (NY)	LL	26	74	106	96	10	0.8	3.6	102.4	98.8	14.3
99	Hanover	HCAC	25	68	102	92	10	1.3	-1.1	102.8	103.9	-0.2
100	Rutgers-Newark	NJAC	29	64	99	89	10	6.4	5.6	103.6	98.0	5.0
101	Nichols	CCC	29	76	105	95	10	4.6	4.3	105.1	100.8	7.5
102	Bethel (MN)	MIAC	26	69	107	98	10	2.7	3.2	105.0	101.8	9.3
103	Gwynedd Mercy	AEC	28	74	105	95	9	-3.0	-0.6	101.5	102.1	-0.7
104	Muhlenberg	CC	27	72	108	99	9	0.8	1.9	100.9	99.0	-5.1
105	Nazareth	E8	27	74	108	99	9	-0.6	-2.0	100.6	102.6	-2.2
106	Sul Ross St.	ASC	27	76	107	98	9	2.0	2.1	102.8	100.7	3.2
107	Rhode Island Col.	LEC	26	78	105	96	9	2.1	1.0	101.1	100.1	0.2
108	Carthage	CCIW	26	74	109	101	8	10.2	5.0	105.7	100.7	-3.0
109	UMass Dartmouth	LEC	27	76	107	99	8	2.6	2.6	101.6	99.0	4.7
110	Widener	MACC	26	76	106	98	8	3.0	1.4	101.4	100.1	-0.7
111	Suffolk	GNAC	26	72	105	97	8	-1.6	-1.1	101.8	103.0	1.4
112	Wesley	AEC	27	75	112	104	8	0.1	2.1	102.3	100.2	5.6
113	Penn St.-Behrend	AMCC	29	66	105	97	8	-2.2	-4.8	99.4	104.2	-6.3
114	Westfield St.	MASCAC	28	80	101	93	8	-4.1	-2.4	100.6	103.0	5.0
115	Wentworth	CCC	27	71	100	92	8	2.3	0.4	102.9	102.5	-4.4
116	Simpson	ARC	26	74	108	100	8	2.7	3.9	106.6	102.7	-1.3
117	Western New Eng.	CCC	26	76	111	104	8	2.3	1.4	103.3	102.0	-0.4
118	UW-River Falls	WIAC	25	72	109	102	7	13.3	9.5	107.8	98.3	3.6
119	Methodist	USAC	28	73	107	100	7	0.3	2.2	103.5	101.4	8.0
120	Hood	MACC	28	73	113	106	7	1.9	0.2	100.7	100.5	-3.6
121	Marymount (VA)	AEC	27	71	105	98	7	-2.1	0.8	102.0	101.2	3.0
122	Millsaps	SAA	26	77	103	96	7	1.0	2.9	103.8	100.9	5.5
123	Arcadia	MACC	27	73	107	100	7	5.9	3.7	103.1	99.4	5.9
124	William Peace	USAC	26	78	110	103	7	-0.3	1.8	102.7	100.9	6.2
125	Pitt.-Greensburg	AMCC	26	74	108	101	7	-4.0	-6.0	98.2	104.2	-10.4
126	New England Col.	NECC	28	82	103	97	7	-5.7	-3.6	99.2	102.8	1.9
127	Mary Hardin-Baylor	ASC	26	79	106	99	7	2.5	3.3	102.8	99.5	6.2
128	Alvernia	MACC	26	72	104	97	7	5.9	1.1	102.3	101.3	-1.1
129	CWRU	UAA	25	73	107	100	7	11.6	8.4	107.3	98.9	2.7
130	DeSales	MACF	26	72	105	99	7	-0.4	0.2	100.7	100.6	1.2
131	La Roche	AMCC	28	72	111	104	6	-2.2	-3.7	99.5	103.2	0.3
132	New Jersey City	NJAC	28	76	103	97	6	8.7	5.7	102.9	97.1	5.9
133	Loras	ARC	26	75	107	101	6	1.7	2.7	105.4	102.7	-1.0
134	Trine	MIAA	28	72	105	98	6	3.5	3.8	105.3	101.5	3.3
135	Carnegie Mellon	UAA	24	77	106	100	6	9.3	9.0	106.9	97.9	3.7
136	Lake Forest	MWC	26	75	110	104	6	2.8	5.0	106.8	101.8	10.8
137	DePauw	NCAC	26	67	109	103	6	5.1	5.2	106.0	100.8	8.0
138	Baldwin Wallace	OAC	26	70	106	100	6	4.8	6.1	105.1	99.1	2.1
139	Lycoming	MACC	28	70	104	98	6	5.4	2.5	102.9	100.5	0.7
140	Salisbury	CAC	25	73	104	98	6	7.9	7.0	105.4	98.4	7.1
141	Occidental	SCIAC	20	68	101	96	6	2.2	1.8	102.7	100.9	5.2
142	Centenary (LA)	SCAC	28	75	104	98	6	-0.8	-0.8	100.0	100.8	4.8
143	Rose-Hulman	HCAC	27	69	105	100	5	2.0	1.8	104.3	102.6	9.1
144	Chapman	SCIAC	22	67	103	97	5	-1.0	-1.2	100.5	101.7	-5.9
145	Heidelberg	OAC	27	70	104	98	5	5.1	7.4	106.4	99.0	4.2
146	Purchase	SKY	28	78	105	100	5	-4.2	-1.0	99.1	100.1	3.8
147	Transylvania	HCAC	28	72	111	106	5	2.0	1.8	103.6	101.8	8.2
148	Oberlin	NCAC	27	70	103	98	5	3.9	2.7	104.4	101.7	-4.4
149	Eastern	MACF	25	69	100	95	5	6.5	4.4	103.9	99.5	11.2
150	MIT	NEWMAC	25	71	99	94	5	10.2	5.6	106.1	100.6	-0.3
151	Haverford	CC	26	75	100	96	5	0.8	2.0	101.9	99.9	-5.8
152	Capital	OAC	26	72	98	93	5	4.6	6.2	106.7	100.5	0.7
153	Roger Williams	CCC	26	75	102	98	5	5.0	2.2	103.8	101.7	0.4
154	Northwestern-St. Paul	UMAC	26	77	106	102	5	-8.7	-9.3	98.3	107.6	-1.1
155	Emmanuel (MA)	GNAC	26	76	106	102	4	-4.9	-4.8	100.5	105.3	-3.9
156	Ursinus	CC	25	75	104	99	4	1.9	3.4	101.9	98.5	1.5
157	Grinnell	MWC	23	94	110	106	4	-0.4	1.3	105.1	103.8	-2.1
158	Alma	MIAA	26	77	106	102	4	3.1	2.6	104.6	102.0	0.8
159	Ohio Wesleyan	NCAC	26	69	107	103	4	5.4	5.8	105.9	100.0	7.4
160	Bethany Lutheran	UMAC	28	79	109	105	4	-8.7	-8.0	98.5	106.4	1.0
161	Ferrum	ODAC	27	71	104	100	3	6.9	3.8	102.5	98.7	2.1
162	Wis. Lutheran	NACC	26	77	107	103	3	-6.2	-6.8	97.9	104.7	-17.4
163	Albright	MACC	28	77	100	97	3	5.5	1.0	102.6	101.6	-2.3
164	SUNY Delhi	IND	24	77	100	97	3	-14.4	-11.1	95.5	106.6	-11.1
165	N.C. Wesleyan	USAC	24	73	109	106	3	-0.3	1.2	102.4	101.2	3.3
166	Adrian	MIAA	28	72	107	104	3	4.1	3.5	104.8	101.4	2.2
167	Wilmington (OH)	OAC	26	75	106	103	3	5.3	7.3	107.0	99.7	3.8
168	St. Olaf	MIAC	27	72	105	102	3	2.7	3.3	105.5	102.2	1.1
169	Louisiana Col.	ASC	26	71	101	98	3	4.0	2.1	103.3	101.2	-0.7
170	Concordia Wisconsin	NACC	28	76	105	102	3	-3.1	-1.8	101.2	103.0	12.3
171	Bluffton	HCAC	26	67	98	95	3	0.6	-1.2	102.4	103.7	-2.1
172	Wis.-Whitewater	WIAC	24	70	103	101	3	14.1	11.1	108.1	97.0	7.4
173	Baruch	CUNYAC	27	73	96	93	3	-4.9	-5.7	96.5	102.2	0.6
174	Hartwick	E8	25	71	103	101	3	-0.6	-1.7	100.6	102.3	-1.6
175	Saint Marys (MN)	MIAC	27	72	102	100	3	1.7	1.9	104.5	102.7	-6.3
176	Plymouth St.	LEC	27	74	99	96	3	1.6	-2.1	99.8	101.9	-10.2
177	Allegheny	NCAC	26	73	103	101	3	4.5	2.6	104.1	101.5	-4.2
178	Concordia (TX)	ASC	25	80	103	100	3	6.8	3.2	103.8	100.6	5.1
179	Gordon	CCC	26	75	112	109	2	6.1	2.1	103.0	100.9	-1.4
180	Montclair St.	NJAC	25	80	107	105	2	10.0	5.2	102.7	97.5	3.3
181	Eastern Conn. St.	LEC	25	73	102	100	2	8.3	4.5	102.6	98.1	9.6
182	Anderson (IN)	HCAC	27	75	103	101	2	3.0	0.6	103.5	102.9	3.4
183	Hardin-Simmons	ASC	26	74	100	98	2	2.8	2.8	103.2	100.4	2.5
184	Gettysburg	CC	25	73	103	101	2	0.8	0.9	100.5	99.6	-8.1
185	Hope	MIAA	24	74	102	100	2	3.7	3.8	104.8	101.1	3.4
186	Dubuque	ARC	25	76	106	105	2	4.2	1.4	104.5	103.1	-5.9
187	JWU (Providence)	GNAC	21	73	104	102	2	0.6	-0.1	101.3	101.4	3.1
188	SUNY Poly	NEAC	26	73	100	98	2	-8.6	-6.1	98.5	104.5	2.4
189	Keene St.	LEC	26	76	97	95	2	8.3	4.5	103.6	99.1	9.6
190	Hendrix	SAA	25	74	101	99	2	-1.0	1.4	102.7	101.3	1.1
191	Puget Sound	NWC	22	74	104	103	2	-0.2	0.3	103.5	103.1	0.2
192	Monmouth (IL)	MWC	24	70	104	102	1	-0.4	1.0	104.9	103.9	-3.9
193	Franklin	HCAC	25	70	110	108	1	2.0	-1.0	102.0	103.0	-2.7
194	Salve Regina	CCC	26	73	107	106	1	6.1	2.3	103.6	101.3	0.4
195	Grove City	PAC	28	71	99	98	1	-5.1	-5.8	98.6	104.4	1.5
196	SUNY Morrisville	NEAC	27	71	103	102	1	-1.1	-3.6	100.1	103.6	8.1
197	Wartburg	ARC	27	74	103	102	1	6.4	4.9	106.6	101.7	2.8
198	Franklin & Marshall	CC	25	69	96	95	1	4.2	4.8	102.9	98.0	5.7
199	Messiah	MACC	25	72	100	100	1	5.9	2.1	102.3	100.2	0.1
200	Mitchell	NECC	24	77	100	99	1	-3.0	-4.9	98.9	103.8	-1.3
201	Hampden-Sydney	ODAC	27	72	101	101	1	3.5	4.8	103.1	98.3	-1.9
202	Webster	SLIAC	27	72	101	100	1	-8.5	-7.2	100.3	107.4	4.2
203	Pacific Lutheran	NWC	21	70	100	100	0	1.5	0.5	104.2	103.7	-3.5
204	Covenant	USAC	27	67	100	100	0	-3.3	-0.7	102.5	103.2	4.2
205	Manhattanville	SKY	26	71	99	99	0	-5.0	-2.8	98.5	101.2	-0.5
206	U New England	CCC	25	80	101	101	0	2.3	0.0	103.2	103.1	-5.7
207	Westminster (PA)	PAC	26	75	101	101	0	-5.2	-5.9	97.4	103.3	0.0
208	Eureka	SLIAC	24	81	101	101	0	-8.5	-9.7	98.6	108.3	-4.2
209	Schreiner	SCAC	27	76	98	98	0	-1.0	-0.9	99.7	100.6	2.9
210	Wilkes	MACF	23	74	102	103	0	2.2	1.5	101.4	99.9	3.9
211	Cornell College	MWC	26	72	103	104	0	1.1	2.0	105.6	103.6	-2.6
212	IIT	NACC	26	68	97	97	0	-4.4	-1.0	102.1	103.1	9.2
213	Wm. Paterson	NJAC	25	76	96	97	0	6.4	4.0	101.9	97.9	-1.8
214	John Jay	CUNYAC	25	72	98	98	-1	-8.3	-8.8	95.3	104.1	-6.9
215	Sewanee	SAA	24	72	102	102	-1	0.5	1.7	103.2	101.5	0.8
216	Russell Sage	E8	26	75	98	99	-1	2.2	-1.3	100.5	101.8	-2.1
217	Carleton	MIAC	24	71	106	106	-1	2.7	0.0	103.4	103.3	-13.3
218	NYU	UAA	25	71	104	105	-1	7.6	6.5	104.9	98.4	-2.8
219	Farmingdale St.	SKY	27	74	103	104	-1	-1.2	-0.1	99.8	99.9	2.0
220	Colorado Col.	SCAC	23	73	101	102	-1	-2.7	-2.2	99.4	101.6	-1.3
221	Medaille	AMCC	25	78	106	106	-1	-2.2	-3.6	99.6	103.2	1.2
222	Alfred	E8	25	75	98	99	-1	-0.6	-0.4	101.5	101.9	0.9
223	Huntingdon	USAC	27	72	107	108	-1	-3.3	-0.8	101.4	102.3	1.7
224	Austin	SCAC	26	79	100	101	-1	-2.7	-2.5	99.6	102.2	-2.8
225	Caltech	SCIAC	25	73	96	97	-1	5.6	3.9	103.8	99.9	8.9
226	Cobleskill St.	NEAC	24	76	101	102	-1	-10.8	-8.9	95.4	104.3	-6.2
227	Vassar	LL	26	71	99	100	-1	-3.4	-0.7	100.6	101.3	-1.5
228	SUNY Canton	NAC	27	73	93	94	-1	-6.8	-4.7	98.6	103.4	3.6
229	Old Westbury	SKY	26	75	99	100	-1	-5.4	-1.7	100.0	101.7	-0.6
230	Cairn	CSAC	28	78	104	105	-1	-11.3	-10.7	95.4	106.1	-7.3
231	Eastern Nazarene	NECC	25	71	102	104	-1	-6.7	-5.3	97.6	102.9	-1.5
232	Moravian	LAND	26	76	97	98	-1	3.0	2.5	100.9	98.4	4.4
233	Otterbein	OAC	26	72	98	99	-1	5.2	7.1	106.9	99.8	0.8
234	Bowdoin	NESCAC	24	70	104	106	-2	11.3	5.5	104.2	98.7	-4.0
235	Oglethorpe	SAA	22	74	98	100	-2	-0.6	0.0	101.1	101.1	-4.7
236	Mount Aloysius	AMCC	26	67	97	99	-2	-3.1	-3.9	100.1	104.0	-2.7
237	St. Marys (MD)	CAC	27	74	98	100	-2	6.9	6.6	105.4	98.8	3.6
238	Penn St.-Altoona	AMCC	28	80	98	100	-2	-2.6	-4.4	99.8	104.2	-5.4
239	Wis.-Superior	UMAC	26	68	103	105	-2	-10.5	-8.2	98.7	106.9	-0.7
240	Muskingum	OAC	25	73	107	110	-2	5.3	6.3	105.6	99.3	0.5
241	Belhaven	ASC	24	78	106	108	-3	3.0	3.1	103.3	100.2	-0.3
242	Pfeiffer	USAC	24	84	106	109	-3	1.9	2.4	103.4	101.0	6.8
243	Lebanon Valley	MACC	24	74	98	100	-3	5.4	3.0	102.7	99.7	1.8
244	Washington Col.	CC	26	74	96	99	-3	4.9	7.4	105.0	97.6	13.6
245	Texas Lutheran	SCAC	28	70	102	104	-3	-1.0	-1.9	99.1	101.0	-1.7
246	George Fox	NWC	25	79	102	105	-3	1.5	3.0	104.7	101.7	6.8
247	Clarkson	LL	25	77	101	104	-3	-1.1	1.5	100.9	99.3	5.5
248	Lehman	CUNYAC	25	76	95	98	-3	-6.2	-7.5	95.4	103.0	-3.3
249	Ohio Northern	OAC	24	70	101	104	-3	5.0	5.6	106.0	100.4	-3.7
250	Ozarks (AR)	ASC	25	71	103	106	-3	3.0	4.2	104.4	100.2	2.9
251	MSOE	NACC	28	72	101	104	-3	-5.8	-3.4	100.6	104.0	-3.8
252	Kalamazoo	MIAA	23	75	107	110	-3	4.2	5.5	105.1	99.6	6.7
253	Worcester St.	MASCAC	27	75	99	103	-3	-5.7	-2.4	99.6	101.9	2.8
254	Neumann	AEC	26	74	94	97	-3	-0.3	0.6	102.6	102.0	1.7
255	LaGrange	USAC	24	79	102	106	-3	-0.9	1.2	102.9	101.7	11.9
256	Gust. Adolphus	MIAC	25	75	101	104	-3	3.1	4.0	106.0	102.0	7.9
257	Hilbert	AMCC	26	75	105	108	-3	-2.2	-4.8	98.7	103.5	-6.3
258	Greenville	SLIAC	27	112	112	116	-4	-8.1	-6.1	99.6	105.7	6.4
259	Piedmont	USAC	23	75	96	100	-4	-0.9	-0.9	102.3	103.2	5.4
260	FDU-Florham	MACF	25	70	107	111	-4	-0.3	1.0	99.4	98.4	0.5
261	Lawrence	MWC	25	72	106	110	-4	1.4	2.1	105.3	103.2	-0.6
262	Catholic	LAND	25	72	92	96	-4	0.1	0.8	99.5	98.7	1.3
263	Kings (PA)	MACF	23	76	95	100	-4	-0.3	-0.2	100.9	101.1	-1.3
264	Franciscan	AMCC	24	73	99	104	-4	-1.9	-4.1	99.6	103.7	-2.3
265	Lasell	GNAC	27	75	103	108	-4	4.3	2.0	103.6	101.6	5.8
266	Illinois Col.	MWC	24	73	107	112	-5	1.4	3.6	105.6	101.9	4.8
267	Colby-Sawyer	GNAC	25	77	99	104	-5	-3.3	-2.3	101.4	103.7	1.9
268	Whittier	SCIAC	25	80	102	107	-5	5.4	0.4	101.3	100.9	-2.2
269	Anna Maria	GNAC	27	73	104	108	-5	0.6	1.0	102.7	101.7	2.3
270	Brooklyn	CUNYAC	27	72	94	99	-5	-1.2	-3.1	98.2	101.3	6.1
271	Denison	NCAC	27	70	100	105	-5	4.8	4.0	105.0	101.0	-2.0
272	Chatham	PAC	23	74	98	103	-5	-5.2	-7.1	97.6	104.6	0.0
273	Wheaton (MA)	NEWMAC	23	76	103	108	-5	7.8	6.2	105.6	99.4	-2.3
274	Sarah Lawrence	SKY	27	73	100	105	-5	-2.9	-4.3	97.7	102.0	-7.7
275	Trinity (TX)	SCAC	26	77	96	101	-5	-0.7	0.2	101.0	100.8	5.8
276	Geneva	PAC	27	71	104	109	-5	-5.2	-7.1	96.2	103.3	-5.8
277	St. Josephs (ME)	GNAC	26	76	104	109	-5	-3.0	-2.0	101.1	103.1	0.3
278	Wash. & Jeff.	PAC	25	71	97	102	-5	-5.1	-6.6	98.0	104.6	-2.8
279	Birmingham-So.	SAA	24	73	105	110	-5	0.3	2.0	102.9	100.9	1.4
280	Bridgewater St.	MASCAC	25	73	105	111	-6	-4.6	-2.0	99.4	101.4	4.9
281	Greensboro	USAC	21	81	99	105	-6	0.3	0.6	102.9	102.3	-1.0
282	Edgewood	NACC	25	73	100	105	-6	-3.1	-1.4	101.7	103.1	6.3
283	Maryville (TN)	USAC	25	73	96	102	-6	-1.7	-1.0	101.6	102.6	2.1
284	CMSV	SKY	25	77	95	101	-6	-1.2	-1.0	99.6	100.6	0.3
285	Immaculata	AEC	27	75	99	104	-6	-3.3	-2.2	100.6	102.8	-5.0
286	RIT	LL	25	72	98	104	-6	-1.1	0.7	100.5	99.9	2.4
287	Dallas	SCAC	23	72	96	102	-6	-0.7	-1.3	99.9	101.2	0.8
288	Merchant Marine	SKY	26	65	98	103	-6	-3.4	-2.1	99.3	101.4	-2.9
289	Southwestern (TX)	SCAC	26	73	99	105	-6	-1.8	-2.9	98.9	101.8	-5.6
290	Centenary (NJ)	CSAC	27	80	103	109	-6	-9.9	-8.4	95.5	103.9	-2.2
291	Aurora	NACC	24	77	100	106	-6	-4.4	-4.1	100.3	104.4	0.1
292	Mt. St. Mary (NY)	SKY	26	75	87	94	-6	-1.1	-0.8	100.4	101.2	2.6
293	Saint Vincent	PAC	23	72	102	108	-6	-5.0	-5.5	97.3	102.8	1.6
294	SUNY Geneseo	SUNYAC	26	69	90	97	-6	6.2	2.9	103.0	100.1	-0.6
295	Earlham	HCAC	25	71	101	107	-6	3.0	1.2	104.1	102.9	4.2
296	Wis.-Stout	WIAC	24	77	100	106	-6	7.4	5.8	105.6	99.8	-7.1
297	Elizabethtown	LAND	24	73	101	107	-6	-3.4	-2.9	97.2	100.1	-7.8
298	Southern Me.	LEC	23	74	101	108	-7	2.6	3.3	101.7	98.4	4.5
299	Shenandoah	ODAC	25	75	96	103	-7	7.1	4.7	102.9	98.2	2.0
300	Dean	NECC	26	78	102	109	-7	-4.8	-6.1	97.7	103.7	-4.9
301	Thomas (ME)	NAC	23	74	97	104	-7	-12.3	-8.2	96.7	104.9	-2.4
302	Hiram	NCAC	25	78	98	105	-7	3.9	3.0	104.2	101.1	-3.6
303	McMurry	ASC	24	81	93	100	-7	2.2	2.2	103.1	100.9	1.1
304	Dickinson	CC	24	73	94	101	-7	3.1	4.9	103.2	98.4	3.3
305	Randolph	ODAC	24	72	94	101	-7	9.0	5.4	103.6	98.2	2.7
306	Olivet	MIAA	24	78	98	105	-7	4.2	5.8	106.2	100.4	6.5
307	Lakeland	NACC	25	77	102	110	-7	-5.8	-5.1	99.4	104.6	-9.7
308	St. Lawrence	LL	25	73	98	105	-7	-1.1	2.5	101.6	99.1	7.2
309	Concordia Chicago	NACC	24	78	98	106	-7	-5.8	-3.4	100.6	104.0	1.4
310	Skidmore	LL	24	69	99	106	-7	0.8	2.8	102.0	99.2	8.6
311	Lewis & Clark	NWC	22	74	97	104	-7	1.5	2.6	105.4	102.8	5.5
312	Defiance	HCAC	22	74	104	112	-8	2.0	-0.5	101.9	102.4	-3.4
313	Bridgewater (VA)	ODAC	25	78	99	106	-8	2.2	4.2	103.3	99.1	2.3
314	Pacific (OR)	NWC	23	86	107	114	-8	1.5	2.0	104.0	102.0	3.2
315	Dominican (IL)	NACC	25	75	95	102	-8	-5.8	-5.5	99.8	105.3	-11.5
316	Central (IA)	ARC	24	78	101	109	-8	6.4	5.1	107.1	102.0	1.9
317	Rutgers-Camden	NJAC	24	74	94	101	-8	6.7	4.7	102.3	97.6	-2.3
318	Mt. St. Joseph	HCAC	25	70	101	109	-8	3.0	2.3	104.1	101.8	7.7
319	Fontbonne	SLIAC	23	79	98	106	-8	-8.5	-7.4	100.6	107.9	6.9
320	Buffalo St.	SUNYAC	22	76	102	110	-8	9.7	3.7	103.2	99.5	3.3
321	Plattsburgh St.	SUNYAC	25	74	98	106	-8	-0.6	2.0	102.5	100.6	-2.8
322	Marywood	AEC	27	73	101	109	-8	-3.3	-0.2	100.7	100.9	-1.7
323	Beloit	MWC	25	67	98	106	-8	2.8	3.2	106.7	103.5	2.2
324	St. Josephs (L.I.)	SKY	24	72	99	108	-8	-5.4	-3.8	97.6	101.4	-8.4
325	Knox	MWC	25	73	97	106	-8	-0.4	-1.3	103.8	105.0	-13.9
326	Berea	USAC	20	78	97	105	-8	-3.0	-2.4	101.0	103.4	-8.6
327	Blackburn	SLIAC	25	72	100	109	-9	-8.1	-5.5	100.5	106.0	9.0
328	MCLA	MASCAC	26	78	96	104	-9	-9.0	-8.8	96.1	104.9	-10.7
329	St. Scholastica	UMAC	28	74	98	107	-9	-10.1	-8.8	98.8	107.5	-4.8
330	Delaware Valley	MACF	24	73	96	105	-9	-0.3	0.0	101.2	101.2	-1.7
331	Kenyon	NCAC	25	70	96	104	-9	3.9	3.1	104.6	101.5	-3.9
332	Fitchburg St.	MASCAC	26	76	96	105	-9	-6.2	-3.5	99.5	103.0	0.5
333	Cabrini	AEC	26	80	99	108	-9	3.2	0.2	101.3	101.1	-0.1
334	Becker	NECC	26	69	93	102	-9	-6.2	-6.7	98.4	105.1	-6.2
335	Elms	NECC	26	77	93	102	-9	-1.0	-3.7	98.4	102.1	0.0
336	Penn St.-Abington	NEAC	25	71	95	104	-9	-9.5	-7.8	97.4	105.3	-3.2
337	Misericordia	MACF	25	73	93	102	-9	-0.3	2.7	101.5	98.8	4.6
338	Kean	NJAC	25	74	97	106	-9	8.3	5.7	102.2	96.4	1.9
339	Lancaster Bible	NEAC	28	74	94	103	-9	-8.6	-6.8	97.9	104.7	-2.2
340	SUNY New Paltz	SUNYAC	25	78	93	103	-10	-0.6	1.6	101.8	100.2	-4.5
341	Hunter	CUNYAC	24	73	93	103	-10	-4.9	-7.2	96.5	103.7	-4.6
342	Stevenson	MACC	25	72	96	106	-10	3.2	2.6	102.7	100.1	-0.9
343	Rosemont	CSAC	26	76	97	107	-10	-7.0	-7.8	96.9	104.7	-1.8
344	Luther	ARC	25	72	95	105	-10	3.6	2.9	105.8	103.0	-4.4
345	Emory & Henry	ODAC	26	79	99	110	-10	3.5	4.4	103.3	98.9	0.0
346	UC Santa Cruz	ACAA	17	66	95	106	-10	-1.0	-2.7	99.8	102.5	-1.4
347	Millikin	CCIW	25	70	98	108	-10	11.6	8.8	107.9	99.1	4.2
348	Clark (MA)	NEWMAC	25	76	97	108	-11	5.0	4.0	104.5	100.5	-6.7
349	Manchester	HCAC	25	74	91	102	-11	2.0	0.1	103.4	103.2	-1.0
350	St. Josephs (Brkln)	SKY	25	75	88	100	-11	-2.9	-1.7	99.7	101.4	-2.6
351	Saint Elizabeth	CSAC	24	79	90	101	-11	-10.8	-9.9	95.7	105.6	-6.0
352	Hamline	MIAC	25	70	99	110	-11	2.8	3.2	105.1	101.9	1.0
353	Rockford	NACC	25	77	101	113	-11	-6.2	-5.6	98.5	104.1	-10.3
354	Keystone	CSAC	25	76	101	113	-12	-9.9	-8.5	95.8	104.3	-3.4
355	Fredonia	SUNYAC	24	70	99	111	-12	3.4	1.2	101.3	100.1	-7.9
356	Cazenovia	NEAC	24	77	100	112	-12	-3.0	-6.3	98.0	104.3	-1.5
357	Connecticut Col.	NESCAC	22	69	96	108	-12	7.5	5.8	104.9	99.2	-2.4
358	Brevard	USAC	21	73	94	106	-12	-1.7	-0.6	101.7	102.3	4.0
359	Regis (MA)	GNAC	26	73	99	111	-12	-2.2	-1.7	101.3	103.0	-2.8
360	Husson	NAC	27	75	95	108	-12	-5.1	-6.3	97.3	103.6	-0.8
361	Crown (MN)	UMAC	24	74	100	113	-12	-8.7	-7.9	97.9	105.8	1.3
362	Juniata	LAND	25	67	86	99	-13	-2.2	-2.1	98.1	100.2	-6.8
363	Rhodes	SAA	25	75	97	110	-13	1.6	3.3	103.7	100.3	2.3
364	Macalester	MIAC	25	71	94	107	-13	2.7	0.4	103.8	103.5	-14.0
365	East. Mennonite	ODAC	24	71	92	105	-13	8.5	6.2	103.7	97.5	6.0
366	Iowa Wesleyan	SLIAC	23	78	95	109	-13	-8.1	-8.5	99.7	108.1	-2.3
367	Wilson	CSAC	25	76	88	101	-13	-9.9	-7.9	97.3	105.2	-1.7
368	Salem St.	MASCAC	27	78	95	109	-13	1.6	1.6	102.2	100.7	9.2
369	North Park	CCIW	24	72	96	109	-13	10.2	7.0	106.8	99.7	-2.4
370	Me.-Presque Isle	NAC	20	76	94	108	-14	-6.8	-7.3	96.6	103.9	-2.6
371	Alfred St.	AMCC	25	72	91	105	-14	-2.2	-3.7	100.3	104.0	-4.4
372	Westminster (MO)	SLIAC	23	79	96	110	-14	-8.1	-6.9	99.9	106.8	4.6
373	Thiel	PAC	21	75	91	106	-15	-5.0	-4.6	97.9	102.5	5.0
374	York (NY)	CUNYAC	23	76	93	108	-15	-4.9	-8.1	94.9	103.0	-7.7
375	Minn.-Morris	UMAC	20	76	98	113	-15	-10.5	-9.7	97.5	107.2	-2.2
376	DYouville	AMCC	25	83	92	108	-15	-2.2	-5.0	99.6	104.6	-11.5
377	McDaniel	CC	24	65	95	110	-15	1.4	1.9	101.0	99.2	-11.4
378	SUNY Maritime	SKY	25	72	94	110	-16	-5.9	-5.7	97.0	102.7	-12.5
379	MacMurray	SLIAC	23	80	94	110	-16	-8.1	-6.4	100.5	107.0	5.7
380	Southern Va.	CAC	26	73	96	113	-17	4.4	4.9	104.2	99.3	-0.6
381	Penn College	NEAC	26	77	96	113	-17	-9.5	-8.6	96.4	105.0	-7.0
382	Principia	SLIAC	23	76	95	112	-17	-8.5	-6.8	100.3	107.0	3.9
383	Keuka	NEAC	23	78	94	111	-17	-7.0	-7.4	97.1	104.5	-5.3
384	Howard Payne	ASC	24	80	92	109	-17	2.5	2.8	102.7	99.8	0.1
385	Goucher	LAND	24	73	87	105	-17	-1.3	1.4	100.6	99.2	0.3
386	NVU-Lyndon	NAC	24	83	98	116	-18	-6.8	-7.6	95.4	103.1	-5.0
387	NVU-Johnson	NAC	24	72	89	107	-18	-10.7	-8.1	95.9	104.0	-5.7
388	Gallaudet	NEAC	24	75	87	105	-19	-7.9	-6.2	97.9	104.2	-0.2
389	La Verne	SCIAC	25	73	93	111	-19	1.5	1.7	102.1	100.4	-1.5
390	Bethany (WV)	PAC	23	74	86	105	-19	-5.0	-2.7	99.7	102.5	6.8
391	Bryn Athyn	CSAC	25	75	87	106	-20	-8.8	-7.3	96.7	104.0	-1.9
392	North Central (MN)	UMAC	22	77	89	109	-20	-8.7	-9.9	98.0	107.8	-7.0
393	Curry	CCC	24	76	90	110	-20	2.3	-1.0	102.3	103.3	-14.5
394	Waynesburg	PAC	25	71	87	107	-20	-5.0	-4.2	99.0	103.2	0.9
395	Cal Lutheran	SCIAC	25	68	88	108	-20	5.4	2.3	102.7	100.4	-0.2
396	Concordia-Mhead	MIAC	25	70	91	111	-21	-0.6	1.5	104.3	102.9	-11.5
397	Medgar Evers	CUNYAC	24	83	93	114	-21	-7.3	-8.9	94.5	103.4	-11.9
398	Elmira	E8	25	70	90	111	-21	-0.6	0.6	103.2	102.6	-2.6
399	Framingham St.	MASCAC	25	76	84	105	-21	-5.7	-3.7	100.0	103.7	-2.2
400	Houghton	E8	24	78	94	115	-21	-0.6	-2.4	99.0	101.4	-8.0
401	Marian (WI)	NACC	24	69	90	112	-21	-4.4	-1.7	101.4	103.1	4.1
402	Wells	NEAC	25	70	86	108	-22	-7.0	-6.7	99.2	105.9	-4.8
403	Castleton	LEC	25	67	87	109	-22	2.1	0.7	100.4	99.7	-6.4
404	CCNY	CUNYAC	23	74	88	110	-22	-7.9	-7.2	95.2	102.5	-7.2
405	JWU (Denver)	SCAC	23	73	87	110	-23	-1.0	-1.3	100.3	101.7	-2.3
406	Willamette	NWC	24	78	92	115	-23	2.3	5.1	106.7	101.5	8.6
407	Rivier	GNAC	23	76	91	114	-23	-4.6	-3.6	100.2	103.9	-4.8
408	Norwich	GNAC	23	74	86	110	-23	-4.6	-5.1	99.2	104.2	-8.0
409	Valley Forge	ACAA	14	85	93	117	-23	-10.1	-11.4	95.6	106.9	-9.9
410	Pine Manor	ACAA	22	78	90	113	-24	2.9	0.0	101.2	101.2	0.5
411	Spalding	SLIAC	25	70	91	115	-24	-8.1	-7.0	100.1	107.1	-2.1
412	Martin Luther	UMAC	23	78	82	107	-25	-12.4	-11.0	97.1	108.2	-12.7
413	Maine Maritime	NAC	23	74	85	110	-25	-6.8	-6.1	97.8	103.9	-2.5
414	Penn St.-Berks	NEAC	24	77	92	117	-25	-9.0	-7.0	97.9	104.9	-4.3
415	Clarks Summit	CSAC	25	78	82	109	-27	-9.9	-8.7	96.8	105.5	-6.5
416	Pitt.-Bradford	AMCC	25	77	82	111	-28	-2.2	-3.1	100.9	104.0	-7.3
417	Bard	LL	24	72	85	113	-29	-1.1	2.5	101.6	99.1	2.6
418	Pratt	ACAA	9	76	82	112	-30	-5.9	-7.7	97.4	105.1	-5.7
419	Maranatha Baptist	IND	9	77	84	116	-32	-11.4	-16.3	91.3	107.7	-16.3
420	Northland	UMAC	22	73	84	116	-32	-10.5	-9.5	98.2	107.7	-9.8
421	Lesley	NECC	24	82	82	118	-36	0.6	0.0	101.7	101.7	3.1
422	Finlandia	ACAA	15	84	84	123	-39	-2.4	-2.2	102.6	104.8	-2.2