Division III Basketball Efficiency Ratings 2017-18

Submitted here for the official record are the final FFTMAG efficiency ratings for the 2017-18 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.

Conference Ratings - Scroll below the team list for ratings of conferences. Conference ratings have been generated by averaging the metrics of member teams.

Rank	Team	Conf	W-L	AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
1	Neb. Wesleyan	IIAC	29-3	28.2	124.8	1	96.6	84	74.3	156	8.8	52	5.7	55
2	MIT	NEWMAC	25-6	26.9	115.5	10	88.7	8	68.2	401	9.3	48	5.3	67
3	Wis.-Platteville	WIAC	22-5	26.4	114.3	20	87.9	6	72.8	239	12.8	7	10.9	7
4	John Carroll	OAC	25-6	25.6	119.3	4	93.7	34	83.5	12	8.3	61	7.8	30
5	Williams	NESCAC	22-6	24.9	112	37	87.1	4	69.7	363	11.4	13	9.3	18
6	Whitman	NWC	28-2	24.1	111.5	46	87.4	5	86.9	7	0.9	224	2.2	154
7	Amherst	NESCAC	17-8	23.9	108.6	84	84.7	1	72.8	238	11.1	23	8.4	25
8	Wesleyan (CT)	NESCAC	22-7	23.3	108.8	79	85.6	2	72.6	249	11.1	23	9.2	19
9	Wis.-Oshkosh	WIAC	25-8	22.4	115.2	11	92.8	27	70	356	13.7	3	10.3	11
10	Washington-St. Louis	UAA	22-4	22.3	116.8	7	94.5	39	75.3	119	3.4	160	4.4	87
11	Wittenberg	NCAC	26-3	21.7	115.5	9	93.8	36	72.3	267	6.5	78	4.7	81
12	Saint Johns (MN)	MIAC	22-4	21.7	120.6	2	98.9	135	68.7	392	6.6	77	2.5	145
13	Marietta	OAC	21-7	20.9	114.1	22	93.2	29	72.9	233	9.4	46	10.2	12
14	Hamilton	NESCAC	24-5	20.7	111.2	51	90.5	13	79.6	25	5.5	97	6.6	41
15	Middlebury	NESCAC	21-7	20.7	110	65	89.3	9	76.7	75	11.5	12	8.4	24
16	Eastern Conn. St.	LEC	25-4	20.6	114.6	15	94.1	38	73	218	-1.9	283	1.4	194
17	Wis.-Stevens Point	WIAC	21-9	20.5	115.1	12	94.6	43	64.2	423	14.3	2	12.8	1
18	Augustana (IL)	CCIW	25-6	19.9	113.4	26	93.4	30	70.6	344	9.8	37	9.9	15
19	Swarthmore	CC	25-6	19.8	114.4	19	94.6	42	70.7	340	8.5	57	5.1	73
20	Johns Hopkins	CC	24-5	19.3	104.9	159	85.6	3	69.5	369	8.5	57	4.5	85
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
21	North Central (IL)	CCIW	18-9	19.1	116.1	8	97	89	67.8	409	9.8	37	7.3	32
22	Bethel (MN)	MIAC	21-7	18.7	115.1	13	96.4	81	70.1	353	11.2	22	3	129
23	Augsburg	MIAC	21-8	18.6	114.3	21	95.7	63	71.2	309	11.3	14	4.6	82
24	Ohio Wesleyan	NCAC	19-9	18.5	117	6	98.5	127	75	133	5.4	100	5.4	65
25	Hobart and William Smith	LL	21-5	18.1	108.7	81	90.6	15	76.3	88	5.8	91	3.7	109
26	Ohio Northern	OAC	19-9	18.1	114	24	95.9	72	74.1	161	8.1	63	9.1	22
27	Nichols	CCC	25-4	17.9	118.8	5	100.9	185	75.5	114	-2.6	296	-0.6	261
28	Springfield	NEWMAC	22-9	17.8	111.6	45	93.8	35	71.5	298	12.4	9	9.4	17
29	Ramapo	NJAC	25-7	17.5	106	134	88.5	7	73.5	189	5.9	85	6.5	43
30	Wis.-Whitewater	WIAC	15-10	17.3	110.8	54	93.5	33	69.9	358	11	25	8.7	23
31	Ill. Wesleyan	CCIW	19-8	17.2	113.1	28	95.9	71	72.5	260	9.8	37	7.8	31
32	Pfeiffer	USAC	15-4	17.1	111.9	39	94.8	45	91.3	5	0.4	232	-1.7	299
33	Wis.-River Falls	WIAC	18-9	16.8	111.7	40	94.9	46	70.9	324	13.7	3	12.6	2
34	Ripon	MWC	18-7	16.8	112.2	34	95.5	59	69.4	372	4.5	124	2	161
35	Plattsburgh St.	SUNYAC	24-5	16.7	112.9	29	96.2	77	78.1	49	5.2	105	2	162
36	LeTourneau	ASC	24-5	16.4	114.5	17	98	114	79.5	28	1.8	202	0.8	220
37	Loras	IIAC	19-7	16.4	120.4	3	104.1	285	76.7	77	10.3	31	6.5	42
38	Baldwin Wallace	OAC	17-9	16.3	112.4	33	96.1	74	69.5	371	8.8	51	9.8	16
39	Tufts	NESCAC	17-8	16.3	107	115	90.7	16	76.9	73	10.6	30	6.9	36
40	Randolph-Macon	ODAC	18-8	15.7	105.9	137	90.2	12	67.8	407	5.2	104	3.7	111
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
41	Franklin and Marshall	CC	22-7	15.7	105.2	153	89.5	11	72.6	250	4.2	133	4.7	80
42	Maryville (TN)	USAC	22-7	15.1	110.2	64	95.1	49	73.3	199	0.4	227	1.2	205
43	Wheaton (IL)	CCIW	17-9	14.8	115	14	100.2	168	74.1	162	8.7	53	8.2	27
44	Juniata	LAND	22-6	14.8	106.8	120	92	22	70.4	349	0	242	-1.3	293
45	St. Thomas (MN)	MIAC	14-12	14.8	108.3	88	93.5	32	70.6	345	11.3	14	5.5	61
46	Whitworth	NWC	24-4	14.6	114.5	16	100	161	72.8	241	0	239	1.6	182
47	Cabrini	CSAC	25-4	14.6	111.7	41	97.1	94	79.5	27	2.7	168	1.4	197
48	Neumann	CSAC	23-9	14.5	113.3	27	98.8	132	75.6	113	0.3	235	-0.5	256
49	York (PA)	CAC	24-5	14.3	111.9	38	97.7	103	75.3	124	1.8	196	3.6	114
50	Texas-Dallas	ASC	19-7	14.2	109.5	70	95.3	54	70.4	348	0.6	226	-0.1	245
51	Keene St.	LEC	19-9	14	105	157	91	18	77	72	-1.9	283	2.6	140
52	Babson	NEWMAC	15-11	14	108.6	83	94.6	44	73.6	183	9.4	47	6.8	38
53	Trinity (CT)	NESCAC	14-10	13.8	103.2	195	89.3	10	71.3	307	8.5	55	6.1	46
54	Wis.-La Crosse	WIAC	11-13	13.7	104.6	164	90.9	17	70.6	343	16.8	1	12.5	3
55	Sul Ross St.	ASC	22-5	13.6	106	136	92.3	25	73.9	174	4.1	134	1.6	181
56	Hanover	HCAC	20-7	13.6	110.4	60	96.8	87	68.9	386	1.9	188	0.4	230
57	Albright	MACC	20-7	13.4	104.6	162	91.3	19	77.6	57	5.8	87	5.2	69
58	Chris. Newport	CAC	22-7	13.1	103.7	184	90.6	14	71.5	295	6.1	81	4.5	83
59	St. Norbert	MWC	19-7	13.1	108.1	92	95	48	65.8	420	4.5	124	1.6	180
60	Roanoke	ODAC	20-8	13.1	108.9	78	95.8	69	67.7	410	4.9	118	2	163
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
61	Wooster	NCAC	22-7	13.1	108.2	90	95.2	52	71.7	288	6.8	73	6.8	40
62	St. John Fisher	E8	15-10	13	109.1	74	96.1	75	73.4	196	2.3	172	0.5	228
63	Emory	UAA	23-5	12.9	110.9	53	98.1	116	74.4	152	1.2	215	4.2	94
64	St. Olaf	MIAC	20-8	12.8	107.3	106	94.5	40	69.4	373	11.3	14	5.9	50
65	Rochester (NY)	UAA	16-9	12.7	105	158	92.3	24	71	322	3.8	143	4.2	93
66	Carthage	CCIW	13-12	12.6	108.4	86	95.8	66	71.9	279	8.5	56	8.3	26
67	Wartburg	IIAC	15-9	12.4	107.4	105	94.9	47	72.7	247	11	26	10.4	9
68	Gwynedd Mercy	CSAC	20-6	12.4	111.3	49	98.9	133	75	135	-0.5	252	-0.6	260
69	WPI	NEWMAC	16-12	12.4	112	36	99.6	151	70.1	354	10	34	7.1	34
70	Emory and Henry	ODAC	22-7	12.2	112.5	31	100.3	172	74.9	140	4.9	118	3.5	118
71	Husson	NAC	19-7	12.1	109.2	72	97.1	93	77.1	70	-7.5	397	-7.8	407
72	Buena Vista	IIAC	17-9	11.9	114.4	18	102.5	233	72	276	6.8	75	6.2	44
73	Lebanon Valley	MACC	18-10	11.8	111.7	43	99.8	158	71.9	280	8.9	50	5.7	54
74	Stevens	E8	17-8	11.6	103.5	190	91.9	21	75.6	112	2.3	172	-0.4	254
75	Widener	MACC	18-10	11.6	107.5	104	95.9	70	72.9	228	4.3	131	4.4	86
76	Lehman	CUNYAC	21-5	11.5	106.8	118	95.3	55	75.6	107	-7.3	394	-6.2	382
77	Montclair St.	NJAC	18-9	11.4	107.7	96	96.3	80	72.4	265	3.8	143	3.6	116
78	Carleton	MIAC	14-12	11.3	103.8	180	92.5	26	70.1	352	9.7	42	5.1	72
79	Moravian	LAND	19-8	11.3	107.6	100	96.3	79	79.8	23	3.5	153	1.5	191
80	Mt. St. Joseph	HCAC	17-9	11.3	110.7	55	99.5	148	65.7	422	3.3	162	2	165
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
81	Bowdoin	NESCAC	15-9	11.1	110.3	63	99.1	141	70.9	327	4.1	136	5.6	58
82	Lycoming	MACC	18-7	11.1	104.6	163	93.5	31	77.2	65	1.7	207	1.8	169
83	Pomona-Pitzer	SCIAC	13-10	11.1	109.6	69	98.5	125	69.3	375	5	109	0.4	231
84	Monmouth (IL)	MWC	20-8	11	108.9	77	97.9	109	70.9	328	4.5	124	3	127
85	Simpson	IIAC	12-11	11	113.8	25	102.8	239	73.5	188	11.9	10	10.1	14
86	Salisbury	CAC	18-9	10.9	105.4	150	94.5	41	72.2	272	1.8	196	1.5	189
87	Union (NY)	LL	19-9	10.8	104	177	93.2	28	75.3	125	1.1	219	1.8	171
88	Dubuque	IIAC	15-9	10.8	108.8	80	98	112	75.3	123	6.8	75	4.1	97
89	Endicott	CCC	19-9	10.7	108.3	89	97.6	102	74.3	157	-0.5	249	1	212
90	Claremont-M-S	SCIAC	19-8	10.6	110.4	61	99.8	157	68	405	5	109	2.7	137
91	SUNY Cortland	SUNYAC	18-8	10.5	112.5	32	102	218	67.7	411	1.7	209	0.2	237
92	New Jersey City	NJAC	19-8	10.3	109	75	98.7	129	72.2	271	5.8	87	5.5	59
93	Rosemont	CSAC	17-10	10.2	108.1	91	97.9	110	70.9	330	1.9	184	0.9	218
94	TCNJ	NJAC	18-7	10.1	110.6	59	100.4	174	73	217	3.8	143	3.2	122
95	La Roche	AMCC	21-7	10.1	105.4	148	95.4	57	72.8	237	-1.6	274	-3.5	330
96	Wheaton (MA)	NEWMAC	16-8	10	111.7	42	101.7	209	70.8	338	-0.5	251	2.1	155
97	Thomas More	PAC	22-6	9.8	111.3	48	101.4	202	66.7	418	-4.4	342	-2	304
98	Carroll (WI)	CCIW	12-13	9.8	106.8	122	97	88	69	382	12.6	8	8.1	28
99	Linfield	NWC	14-8	9.8	105.1	154	95.3	56	68	406	-0.8	265	1	213
100	East Tex. Baptist	ASC	21-7	9.6	110.6	58	101	187	78.3	43	3.8	147	1.8	173
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
101	Mount Union	OAC	13-13	9.6	110	66	100.4	173	71.5	300	8.1	63	7.8	29
102	Albertus Magnus	GNAC	21-6	9.4	106.7	123	97.3	96	77.9	51	-4.4	338	-1.3	290
103	Lake Forest	MWC	15-8	9.4	106.9	117	97.4	100	69.9	359	4.5	124	1.4	201
104	Skidmore	LL	15-12	9.3	105.1	155	95.7	64	72.4	264	5.8	91	3.8	104
105	Salem St.	MASCAC	22-4	9.3	107.3	108	98	113	78.5	40	-3.8	334	-1.9	302
106	Arcadia	MACC	14-14	9.3	104.4	170	95.1	50	73.5	187	8.7	54	5.8	52
107	Hope	MIAA	17-9	9.3	114	23	104.7	298	75.4	117	3.7	148	6.8	39
108	Brockport	SUNYAC	19-8	8.8	108.7	82	99.9	159	75.4	118	0.2	236	1.9	166
109	Catholic	LAND	15-10	8.7	111.3	47	102.6	235	72.9	229	1.9	183	1.6	183
110	Penn St.-Behrend	AMCC	21-8	8.7	106.5	126	97.9	107	64.1	424	-1.6	274	-5.6	370
111	Dickinson	CC	15-11	8.6	104.3	173	95.7	65	69.5	370	8.5	57	5.7	56
112	Centre	SAA	16-8	8.5	109.6	68	101.1	190	69.4	374	-4.3	336	-3.2	324
113	Ursinus	CC	17-10	8.5	107.6	97	99.1	142	74.5	148	2.7	168	4.3	90
114	Wilmington (OH)	OAC	11-14	8.3	107.5	102	99.2	143	77.5	60	9.6	43	9.1	21
115	Mary Hardin-Baylor	ASC	17-9	8.1	111	52	102.9	241	77.3	64	-0.6	258	0.7	222
116	Mary Washington	CAC	19-8	8	105.4	151	97.3	97	73.4	194	1.7	210	2.8	135
117	Capital	OAC	12-14	7.8	107.3	109	99.5	149	70.6	342	9.8	36	10.4	10
118	Texas-Tyler	ASC	17-9	7.7	110.7	56	103	247	75	131	-0.7	261	-0.3	251
119	Chicago	UAA	13-12	7.6	106.7	124	99.1	140	71.3	306	1.9	188	4.1	96
120	Concordia (TX)	ASC	14-10	7.4	107.5	101	100.1	165	83.5	11	-0.1	246	0.6	225
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
121	Methodist	USAC	18-8	7.4	106.3	129	98.9	136	74.6	146	0.4	227	1.1	207
122	Guilford	ODAC	15-12	7.4	110.4	62	103	246	68.3	399	5.8	86	3.6	117
123	Roger Williams	CCC	18-9	7.3	104.4	171	97.1	90	72.9	226	-2.6	296	-1.3	289
124	Puget Sound	NWC	16-7	7.2	105.5	145	98.3	122	89.2	6	0	239	2	160
125	Hiram	NCAC	15-11	7.2	109.7	67	102.5	232	71	323	4	139	4.4	89
126	DeSales	MACF	17-7	7.1	102.9	201	95.8	67	71.2	312	3.5	153	-0.7	264
127	UC Santa Cruz	IND	11-6	7.1	105.4	149	98.3	123	71.7	287	-4.8	346	-3.3	327
128	Baruch	CUNYAC	16-11	7	101	249	94	37	68.8	389	-5.6	367	-4.2	343
129	Johnson and Wales (RI)	GNAC	18-10	6.8	102.5	211	95.7	62	75.6	109	-4.4	338	-2.4	309
130	Denison	NCAC	15-12	6.8	106.9	116	100.1	164	71.1	313	7.2	70	5.9	49
131	Central (IA)	IIAC	11-16	6.8	109.1	73	102.4	228	77.1	69	11.9	10	11.1	5
132	Hamline	MIAC	13-12	6.6	104.4	169	97.8	106	71.1	315	11.3	14	3	128
133	Heidelberg	OAC	11-15	6.5	105.5	146	98.9	138	74.5	151	9.6	43	10.6	8
134	Elmhurst	CCIW	13-12	6.5	109	76	102.5	230	74.1	166	9.8	37	7.1	33
135	Rensselaer	LL	13-12	6.5	104	178	97.5	101	68.7	394	3.5	151	1.2	204
136	Wash. and Lee	ODAC	17-10	6.5	107.6	98	101.2	193	79.5	30	5.5	99	2.7	136
137	Wis.-Eau Claire	WIAC	11-13	6.1	106.1	132	100	163	68.1	404	13.4	6	10.2	13
138	Va. Wesleyan	ODAC	16-9	6.1	101.7	231	95.5	61	71	321	4.9	118	3.2	123
139	Colby	NESCAC	11-13	5.9	105.5	144	99.6	150	75.8	101	10	33	6	47
140	Farmingdale St.	SKY	17-7	5.9	102.2	221	96.3	78	72.8	236	-6.1	380	-2.8	317
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
141	Covenant	USAC	18-10	5.9	105.6	143	99.7	155	77.7	53	0.4	232	0.1	238
142	Occidental	SCIAC	14-6	5.8	97.1	313	91.3	20	68.2	403	-1.7	279	0	240
143	Transylvania	HCAC	17-9	5.8	106.5	127	100.7	179	75.2	128	1.9	188	0.9	217
144	Rowan	NJAC	13-13	5.8	101.6	235	95.8	68	82.2	14	7.7	67	5.8	51
145	Ithaca	LL	15-11	5.8	101.2	243	95.4	58	78.1	48	5	115	2.7	138
146	Bethany Lutheran	UMAC	20-9	5.7	108.4	87	102.7	236	76.4	86	-3.5	311	-3.6	331
147	Eureka	SLIAC	16-6	5.7	105.8	138	100.2	167	78.6	39	-7.9	408	-8	412
148	Westminster (PA)	PAC	18-8	5.5	104.5	167	99	139	71.5	297	-2.9	302	-3.9	336
149	Gordon	CCC	18-9	5.5	107.3	111	101.8	212	77.4	62	-2.6	296	-1.1	286
150	SUNY Geneseo	SUNYAC	14-12	5.5	107.8	93	102.3	227	70.7	339	2.6	170	1.4	199
151	Sewanee	SAA	13-11	5.5	97.7	303	92.2	23	70.2	350	-3.5	314	-1.4	294
152	N.C. Wesleyan	USAC	15-9	5.4	107.6	99	102.2	220	76.4	85	0.4	229	-0.2	247
153	Olivet	MIAA	16-8	5.3	105.8	139	100.5	177	76.6	78	1.8	200	2.5	147
154	Wm. Paterson	NJAC	16-13	5.3	103.5	189	98.2	119	73.7	180	5.8	87	3	126
155	Oswego St.	SUNYAC	14-13	5.2	105.7	141	100.6	178	68.5	396	3.3	161	0.7	223
156	Nazareth	E8	20-8	5.1	107.3	107	102.2	222	73.1	211	-0.5	250	-0.9	273
157	Chapman	SCIAC	13-9	5	106.3	128	101.3	199	68.3	400	-3.2	309	-1.2	288
158	Drew	LAND	14-11	5	109.3	71	104.3	291	74.8	141	0	242	0.2	236
159	Lynchburg	ODAC	15-12	4.9	106.3	130	101.4	200	78.2	47	6.1	81	2.5	146
160	Anderson (IN)	HCAC	15-12	4.8	111.6	44	106.8	343	74.8	142	1.9	188	-0.1	246
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
161	Benedictine (IL)	NACC	17-10	4.7	107.7	95	103	245	73.3	202	-3.5	321	-3.5	328
162	Lancaster Bible	NEAC	23-6	4.6	102.8	206	98.2	117	73.8	177	-7.7	398	-7.1	397
163	Grinnell	MWC	9-11	4.5	112.2	35	107.7	358	94.1	4	1.3	214	1.9	167
164	Messiah	MACC	14-12	4.3	101.6	233	97.4	98	69	381	4.1	138	3.6	112
165	Yeshiva	SKY	16-10	4.2	105.7	142	101.5	203	73.1	213	-4.9	350	-2.7	311
166	Misericordia	MACF	14-11	4.2	102.5	210	98.2	120	76.4	87	3.5	153	1.6	185
167	Coe	IIAC	9-16	4.2	105.3	152	101.2	194	69.3	376	11	26	6.2	45
168	Trinity (TX)	SCAC	15-12	4.1	101.2	240	97.1	92	72.8	240	-0.6	254	1.3	203
169	Wabash	NCAC	12-14	4	103.7	186	99.7	154	69.5	368	4.3	130	4.4	88
170	Stockton	NJAC	15-10	3.8	104.6	165	100.7	183	72.6	254	5.3	102	3.5	119
171	St. Scholastica	UMAC	17-8	3.7	106.1	133	102.4	229	73.3	205	-5.8	374	-8.1	414
172	Calvin	MIAA	10-13	3.7	107.8	94	104	282	72.9	230	4.8	122	4.1	99
173	Wilkes	MACF	15-9	3.6	101.8	229	98.2	118	73.4	193	3.5	153	-1	278
174	Clarkson	LL	12-13	3.5	106.8	119	103.3	258	69.9	360	-1.4	272	1.4	195
175	Eastern	MACF	13-11	3.5	107	114	103.6	266	73.6	186	3.9	142	1.5	186
176	Centenary (LA)	SCAC	14-10	3.4	102.2	220	98.8	131	71.7	291	-0.6	259	-1.3	291
177	Utica	E8	17-10	3.3	99.8	264	96.5	82	71.7	290	2.9	165	1.4	198
178	Southern Vt.	NECC	19-6	3.2	101.1	247	97.9	108	75.8	102	-6.1	378	-6.4	385
179	Morrisville St.	NEAC	18-8	2.9	102.4	215	99.5	147	73.8	175	-8.1	411	-7.4	398
180	Millikin	CCIW	11-14	2.8	103.8	182	101	186	70.8	336	9.8	37	5	74
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
181	New England Col.	NAC	21-7	2.8	99.3	276	96.5	83	81	17	-7.9	401	-9.7	423
182	Adrian	MIAA	15-9	2.7	102	226	99.3	144	68.4	397	0.9	225	-0.6	262
183	Aurora	NACC	20-9	2.7	106.2	131	103.5	262	75.7	105	-3.7	333	-2.7	312
184	Staten Island	CUNYAC	16-12	2.7	101	250	98.3	121	77.5	59	-0.1	245	-1.1	281
185	Bethany (WV)	PAC	17-12	2.6	103.3	192	100.7	181	73.4	195	-1.3	268	-0.2	250
186	Mt. St. Vincent	SKY	16-11	2.4	97.7	301	95.3	53	73.2	207	-7.3	390	-5.3	366
187	Alfred	E8	18-9	2.3	107.3	110	105	303	73.2	206	-2.1	287	-2.8	314
188	Bates	NESCAC	12-12	2.3	97.7	299	95.5	60	73.9	173	10.2	32	7	35
189	Bridgewater (VA)	ODAC	13-12	2.2	100	259	97.8	105	72.9	225	1.7	210	1.6	184
190	Piedmont	USAC	15-11	2.1	101.8	228	99.7	156	71.2	310	-0.1	247	-0.3	252
191	Saint Vincent	PAC	15-10	1.9	99.7	267	97.8	104	68.8	388	-1.3	268	-0.9	275
192	Immaculata	CSAC	13-12	1.9	99.8	265	97.9	111	78.3	46	-3	307	-1.4	295
193	Rose-Hulman	HCAC	16-10	1.9	106	135	104.2	287	70.2	351	3.4	159	0.6	226
194	Wesley	CAC	13-12	1.8	105	156	103.2	255	73.3	201	1.9	184	2.3	152
195	Schreiner	SCAC	15-13	1.8	102.9	202	101.1	191	72.9	227	-0.6	254	1.7	176
196	Hood	MACC	10-15	1.7	104.7	161	103	248	78.3	45	8.3	61	5.2	70
197	East. Mennonite	ODAC	11-15	1.7	102.1	223	100.5	175	74.2	159	2.2	177	2.5	144
198	Gust. Adolphus	MIAC	12-13	1.6	101.5	236	100	162	68.4	398	11.3	14	3.6	113
199	St. Josephs (ME)	GNAC	16-10	1.5	98.2	289	96.6	85	71.1	317	-4.8	348	-4.7	350
200	DePauw	NCAC	10-15	1.1	104.1	175	103	249	68.8	391	6.8	73	5.3	68
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
201	Greenville	SLIAC	19-9	1	111.2	50	110.3	386	109.9	1	-6.7	384	-5	361
202	Muhlenberg	CC	11-14	1	104.8	160	103.9	279	75.3	127	4.6	123	3.8	108
203	Alma	MIAA	8-17	0.9	104.1	176	103.2	254	74.6	147	5.3	101	6	48
204	Concordia Wisconsin	NACC	15-12	0.9	101.6	234	100.7	182	76.2	90	-3.5	321	-3.8	333
205	Trine	MIAA	11-14	0.8	100.2	258	99.4	146	72.6	253	3.7	148	2.7	139
206	Western New Eng.	CCC	10-15	0.7	102.3	218	101.6	204	75	134	-2.6	296	0.7	221
207	Medaille	AMCC	19-11	0.6	104.2	174	103.6	265	77.6	56	-1.6	274	-4.7	351
208	Coast Guard	NEWMAC	10-12	0.6	102.8	203	102.3	224	76.1	93	1.4	213	2.6	141
209	Frostburg St.	CAC	11-15	0.6	103.2	193	102.6	234	75.7	106	3.8	146	4.1	95
210	Purchase	SKY	16-8	0.5	107.1	113	106.6	336	69.6	366	-8.8	420	-6.2	383
211	Averett	USAC	14-12	0.4	108.4	85	108	363	72.8	235	3.5	152	0.9	214
212	LaGrange	USAC	12-13	0.4	103.7	183	103.3	257	77.3	63	2.1	179	1.8	170
213	SUNY Oneonta	SUNYAC	14-14	0.2	99.9	261	99.7	152	72.9	231	6.3	80	3.9	103
214	Stevenson	MACC	11-14	0.1	102.4	212	102.3	226	74.2	158	1.7	207	-0.7	268
215	Willamette	NWC	9-12	0	96.2	324	96.2	76	69.1	380	6.5	79	2.5	148
216	Colby-Sawyer	NAC	18-9	0	100.9	251	100.9	184	72.9	232	-7.9	401	-7.9	408
217	Penn St. Harrisburg	CAC	8-17	0	98.5	284	98.5	126	73.5	190	1.8	196	2.6	142
218	Scranton	LAND	13-12	0	103.1	198	103.1	251	69	384	8.5	57	2.1	158
219	CWRU	UAA	12-13	0	102.9	200	102.9	242	71.9	281	2.3	172	3.7	110
220	Alvernia	MACC	10-13	-0.2	103.2	194	103.4	260	67.1	416	9.3	49	4.9	77
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
221	Muskingum	OAC	9-16	-0.6	112.6	30	113.2	408	75.3	121	7.8	66	6.9	37
222	Texas Lutheran	SCAC	12-15	-0.6	103.8	181	104.4	292	69.7	365	-0.6	259	0.5	227
223	Southwestern (TX)	SCAC	10-15	-0.6	101.2	244	101.8	213	75.6	110	1.8	202	1.4	200
224	Rhodes	SAA	13-13	-0.7	110.7	57	111.3	397	94.7	3	-3.5	314	-0.6	259
225	IIT	IND	13-6	-0.8	99.4	274	100.2	166	68.8	390	-2.2	289	-2.7	313
226	SUNY Poly	NEAC	19-7	-1	102.4	213	103.4	261	73	222	-11.2	423	-6.2	379
227	Suffolk	GNAC	15-12	-1.1	102.7	207	103.9	278	67.3	414	-5.2	359	-5.2	364
228	Grove City	PAC	15-10	-1.3	95.7	333	97.1	91	69.7	364	-7.4	395	-6.5	388
229	Vassar	LL	9-17	-1.4	101.8	230	103.1	252	71.1	316	5.8	91	5	76
230	Penn St.-Altoona	AMCC	17-10	-1.4	98.5	286	99.9	160	80.9	18	-4.8	347	-6.9	395
231	Bridgewater St.	MASCAC	18-9	-1.6	103.7	185	105.3	313	72.3	269	-5.6	363	-4.1	342
232	Hilbert	AMCC	17-9	-1.6	102.8	204	104.4	294	73.3	204	-4.6	345	-6.8	394
233	Rutgers-Newark	NJAC	8-16	-1.6	94.3	353	96	73	71.4	301	5.3	102	3.9	102
234	Whittier	SCIAC	10-13	-1.7	105.8	140	107.4	356	80.1	20	5	109	0.4	234
235	Northwestern-St. Paul	UMAC	14-13	-1.7	103.1	196	104.8	300	68.2	402	-3.5	311	-4.4	348
236	UMass Dartmouth	LEC	12-14	-1.9	103.1	197	105.1	306	78.6	38	-2.9	303	-0.2	248
237	Colorado Col.	SCAC	12-13	-1.9	100.3	255	102.3	225	69	383	-0.6	254	-0.1	244
238	RIT	LL	14-13	-2.1	96.8	318	98.9	134	71.2	308	5.1	107	3.2	125
239	MSOE	NACC	16-10	-2.2	100	260	102.2	221	69.6	367	-4.9	352	-5	360
240	Sage	E8	11-14	-2.4	98.6	283	101	188	76.5	83	-1	267	-2.8	315
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
241	Dallas	SCAC	13-10	-2.5	100.5	253	103	243	75.9	100	-0.7	262	-4.4	346
242	Wis.-Stout	WIAC	7-17	-2.5	107.5	103	110	381	67.7	412	13.7	3	9.2	20
243	Wilson	NEAC	18-7	-2.6	103.6	188	106.1	326	75.6	108	-13.3	425	-10.1	424
244	Wentworth	CCC	14-12	-2.6	92.5	374	95.1	51	68.6	395	-1.8	280	-1.7	298
245	Westminster (MO)	SLIAC	14-12	-2.6	97.7	304	100.3	171	72.5	259	-5.2	356	-3.5	329
246	Becker	NECC	14-11	-2.8	98.9	281	101.7	207	73	223	-5.2	357	-5.7	371
247	Western Conn. St.	LEC	14-13	-2.9	101.2	245	104.1	286	73.8	178	-3.8	335	-1	280
248	Oberlin	NCAC	12-14	-2.9	97.3	311	100.2	170	71	320	2.6	171	2.5	143
249	Marywood	CSAC	14-11	-3	102.1	224	105.1	308	68.8	387	1.9	184	-1	277
250	Bluffton	HCAC	9-15	-3	104.4	172	107.4	355	67.8	408	1.9	188	-0.7	267
251	Bard	LL	6-18	-3.2	96.1	327	99.3	145	77.7	55	6.1	84	5.4	63
252	Gettysburg	CC	7-18	-3.3	93.4	366	96.7	86	70	355	7.1	71	4.8	78
253	Minn.-Morris	UMAC	11-12	-3.5	104.5	166	108	362	76.5	81	-5.8	374	-5	358
254	Oglethorpe	SAA	15-12	-3.5	101	248	104.5	295	69.2	379	-0.7	262	-1.1	284
255	Lakeland	NACC	15-10	-3.5	102.8	205	106.3	329	77.7	54	-7.1	388	-8.8	419
256	Huntingdon	USAC	11-14	-3.5	95.2	337	98.8	130	78.1	50	0.4	232	-0.5	257
257	Brandeis	UAA	7-18	-3.5	101.5	237	105	305	72.6	251	2.3	175	5.5	60
258	Blackburn	SLIAC	15-12	-3.7	97.6	307	101.2	197	74.3	154	-6.7	384	-4.9	356
259	Albion	MIAA	9-15	-3.7	102.1	222	105.9	320	71.7	286	3.2	163	3.2	124
260	UMass Boston	LEC	15-11	-3.8	94.3	354	98.1	115	74	168	-2.9	303	-0.7	266
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
261	Birmingham-So.	SAA	11-16	-3.8	106.8	121	110.6	391	73.1	208	-3.5	314	-0.5	255
262	George Fox	NWC	8-17	-3.8	106.6	125	110.4	389	79.1	33	4.1	134	3.3	120
263	U New England	CCC	11-14	-4.2	102.3	217	106.5	334	95.7	2	1.5	212	0.1	239
264	Lawrence	MWC	10-13	-4.3	99	277	103.2	256	74.3	153	4.5	124	1.5	190
265	Hartwick	E8	9-16	-4.3	105.4	147	109.7	373	74.9	139	0.2	236	-1.6	297
266	Howard Payne	ASC	11-14	-4.3	99.4	273	103.7	269	76.7	76	1.8	202	2	164
267	Lasell	GNAC	12-14	-4.4	100.4	254	104.8	301	72.7	244	-2.3	292	-0.8	269
268	Carnegie Mellon	UAA	7-18	-4.4	99.6	270	104	281	72.8	234	8	65	5.6	57
269	Geneva	PAC	12-15	-4.4	96.8	317	101.2	198	72.5	255	-3.5	314	-4.3	345
270	Southern Va.	CAC	8-14	-4.4	96	329	100.5	176	73.1	214	1.2	217	2.1	157
271	Kean	NJAC	7-18	-4.4	99.4	275	103.8	275	71.5	296	5.8	87	5.3	66
272	Susquehanna	LAND	9-13	-4.4	102.1	225	106.5	333	72.2	274	5	116	2.1	159
273	Emerson	NEWMAC	8-15	-4.5	102.6	209	107.1	346	72.5	258	10	34	5	75
274	Keystone	CSAC	11-15	-4.6	98.2	288	102.8	240	79.2	32	1.8	201	0.4	232
275	Millsaps	SAA	9-17	-4.7	94.2	356	98.9	137	71.6	293	-3.5	314	-2.8	316
276	Kenyon	NCAC	7-18	-4.7	101.1	246	105.8	319	71.6	292	4	139	4.3	92
277	Louisiana Col.	ASC	6-17	-4.7	99	278	103.7	272	73.1	215	7.4	68	1.7	175
278	Redlands	SCIAC	7-17	-4.8	102.3	219	107	345	75.9	98	5.6	95	2.4	151
279	NYU	UAA	9-14	-4.8	103.6	187	108.4	368	73.3	197	-3.5	326	-0.1	241
280	Mt. St. Mary (NY)	SKY	13-11	-4.9	97.1	312	102	219	71.2	311	-7.3	390	-4.8	352
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
281	Cornell College	MWC	12-13	-4.9	92.3	375	97.2	95	73.9	172	-1.9	286	-0.7	265
282	Edgewood	NACC	11-16	-5.1	96.1	326	101.2	196	69.2	377	-2.2	289	-1.8	300
283	Shenandoah	ODAC	8-18	-5.2	97.3	310	102.5	231	77.4	61	2	182	0.9	219
284	Mitchell	NECC	13-10	-5.2	101.6	232	106.8	342	78.7	37	-6.1	382	-8	410
285	Regis (MA)	GNAC	12-14	-5.2	96.5	320	101.7	208	72.7	243	-5	353	-5.1	363
286	Me.-Presque Isle	ACAA	4-8	-5.3	93	368	98.4	124	72.2	273	-6.1	378	-2.6	310
287	Franklin	HCAC	7-17	-5.4	101.9	227	107.4	352	72.7	242	2.9	164	1.1	210
288	Westfield St.	MASCAC	10-15	-5.6	96.1	328	101.7	205	77.6	58	-5.9	377	-2.9	319
289	John Jay	CUNYAC	12-14	-5.6	96.3	323	101.9	214	73.9	171	-9.4	422	-6.6	391
290	Crown (MN)	UMAC	11-13	-5.8	103.9	179	109.7	376	76.1	95	-8.1	410	-9.3	420
291	Eastern Nazarene	CCC	9-15	-5.8	101.3	239	107.1	347	71.3	304	-1	266	-1	279
292	Pacific (OR)	NWC	9-13	-5.8	102.7	208	108.5	369	74.5	149	0	239	0.7	224
293	Hardin-Simmons	ASC	9-16	-5.9	98.2	290	104	283	77.2	67	1.8	202	1.4	193
294	Fitchburg St.	MASCAC	13-15	-5.9	97.8	297	103.7	270	74.6	145	-4.6	344	-1.9	303
295	Pine Manor	ACAA	11-13	-6.1	91.4	382	97.4	99	80.4	19	-5.5	362	-4	341
296	Salve Regina	CCC	10-16	-6.1	98.1	291	104.2	289	69.8	362	-1.9	282	-1.2	287
297	Manchester	HCAC	6-19	-6.2	99.8	262	106	324	73.4	192	1.9	188	-0.8	272
298	Marymount (VA)	CAC	8-17	-6.3	94.8	343	101.1	189	70.6	341	5.5	97	5.8	53
299	Greensboro	USAC	9-16	-6.3	107.2	112	113.5	410	78.7	36	2.1	179	1.1	209
300	Principia	SLIAC	10-14	-6.7	99.5	272	106.2	327	71.5	294	-6.9	387	-5.3	367
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
301	SUNY Potsdam	SUNYAC	11-14	-6.7	94.6	345	101.4	201	76	96	0.2	236	-1	276
302	Rockford	NACC	10-14	-7.1	98.9	280	106	322	76.4	84	-3.5	321	-3.7	332
303	Me.-Farmington	NAC	14-12	-7.2	99.6	271	106.7	339	73	221	-7.9	401	-6.5	387
304	Merchant Marine	SKY	8-14	-7.3	97.1	314	104.4	293	70.9	332	-8.2	417	-5.9	373
305	Cal Lutheran	SCIAC	9-12	-7.3	103.3	191	110.6	392	72.5	256	5	109	1.7	178
306	Randolph	ODAC	7-20	-7.4	93.8	358	101.2	195	72.1	275	6.1	81	4.3	91
307	Thiel	PAC	6-16	-7.4	91.2	384	98.5	128	73.7	181	-0.3	248	-1.1	285
308	Washington Col.	CC	6-18	-7.4	94.3	352	101.8	210	74.5	150	1	220	2.9	132
309	Norwich	GNAC	10-16	-7.5	102.4	216	109.9	379	68.9	385	-4.8	348	-6.4	386
310	Berry	SAA	10-17	-7.5	94.4	349	101.9	215	78.4	42	-3.5	314	-0.9	274
311	Penn St.-Abington	NEAC	10-13	-7.7	100.7	252	108.4	367	76.6	79	-8.1	411	-7.8	406
312	Waynesburg	PAC	9-16	-7.8	95	341	102.8	238	75	137	-0.6	253	-0.6	263
313	Castleton	NAC	12-14	-7.9	97.6	306	105.5	314	71.8	285	-8.1	409	-9.3	421
314	Mount Ida	GNAC	10-15	-7.9	96.2	325	104	284	82.1	15	-4.4	338	-5.3	365
315	Haverford	CC	6-18	-7.9	95.9	331	103.8	273	75.7	104	1	220	3	131
316	Webster	SLIAC	12-12	-7.9	97.7	298	105.7	316	71.8	283	-3.7	328	-3.8	335
317	William Peace	USAC	6-19	-8.1	96.5	319	104.6	296	74.1	165	2.1	179	1.5	192
318	Cazenovia	NEAC	7-16	-8.1	92.5	373	100.7	180	73.4	191	-7.7	398	-6.1	376
319	Elizabethtown	LAND	5-19	-8.2	98.5	287	106.6	337	71.5	299	1.9	195	1	211
320	McDaniel	CC	5-18	-8.5	95.7	334	104.2	288	63.4	425	1	220	2.9	133
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
321	North Park	CCIW	4-20	-8.6	97.4	308	106	323	69.8	361	11	28	11	6
322	Caltech	SCIAC	5-20	-8.7	97.1	315	105.8	318	71.8	284	5	109	1.2	206
323	MacMurray	SLIAC	11-12	-8.7	101.4	238	110.1	384	74.1	164	-3.7	328	-3	322
324	Old Westbury	SKY	11-12	-8.8	95.2	338	103.9	280	75.7	103	-4.9	350	-3.9	338
325	Rhode Island Col.	LEC	8-18	-8.8	96.4	321	105.2	311	70.5	346	-2.7	301	0.9	215
326	Buffalo St.	SUNYAC	7-14	-8.8	96	330	104.8	299	79.2	31	5.1	107	1.3	202
327	Marian (WI)	NACC	11-14	-8.9	92.8	370	101.7	206	73.1	210	-5.1	354	-6.6	389
328	Anna Maria	GNAC	10-16	-8.9	97.6	305	106.6	335	73.7	179	-3.6	327	-1.8	301
329	Thomas (ME)	NAC	12-12	-8.9	92.2	376	101.1	192	75.5	116	-7.2	389	-8.1	413
330	York (NY)	CUNYAC	9-16	-9.1	94.5	348	103.6	268	76.8	74	-5.6	367	-5.7	372
331	Otterbein	OAC	1-24	-9.2	97.9	294	107.1	348	71.4	303	9.6	43	12	4
332	Beloit	MWC	5-19	-9.3	95.8	332	105.1	307	71	318	4.5	124	1.1	208
333	Chatham	PAC	7-18	-9.3	94.2	355	103.5	264	70.8	335	-1.3	268	-3	320
334	Lewis and Clark	NWC	5-16	-9.4	97.9	293	107.3	350	71.7	289	7.2	69	4.5	84
335	Delaware Valley	MACF	4-19	-9.4	92.6	372	102	216	72.4	261	3.5	153	1.6	179
336	SUNY New Paltz	SUNYAC	7-18	-9.6	93.5	364	103.1	253	76.5	80	1	220	1.7	177
337	Hunter	CUNYAC	10-15	-9.7	93.8	359	103.5	263	72	277	-5.6	367	-4.8	354
338	McMurry	ASC	7-15	-10	93.8	360	103.8	276	76.2	89	1.8	202	2.1	156
339	Cairn	CSAC	8-17	-10.2	99.7	268	109.9	378	73	224	-3	307	-1.1	282
340	Concordia-Mhead	MIAC	6-17	-10.4	99.8	266	110.1	385	70	357	11.3	14	4.8	79
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
341	Rutgers-Camden	NJAC	3-21	-10.4	99.7	269	110	382	72.6	248	5.5	96	3.8	107
342	Kings (PA)	MACF	8-14	-10.4	100.2	257	110.6	393	78.3	44	2.2	176	-1.3	292
343	SUNY Maritime	SKY	10-13	-10.6	93.2	367	103.8	274	74	169	-7.3	390	-6.2	380
344	Clark (MA)	NEWMAC	4-20	-10.8	101.2	242	112	401	75	132	4.9	117	3.2	121
345	Brevard	USAC	4-16	-11	97.3	309	108.3	366	69.2	378	0.4	229	0.4	229
346	St. Lawrence	LL	5-20	-11.2	103	199	114.2	413	73	220	5.8	91	4.1	98
347	Keuka	NEAC	11-12	-11.2	94.4	351	105.6	315	70.9	331	-8.1	411	-7.8	404
348	Northland	UMAC	11-12	-11.2	95.1	339	106.3	331	67.3	415	-3.5	321	-7.7	403
349	Hampden-Sydney	ODAC	6-20	-11.2	95	340	106.3	328	73	219	4.9	118	3.6	115
350	Manhattanville	MACF	8-15	-11.4	90.4	391	101.8	211	74.2	160	3.6	150	1.9	168
351	Austin	SCAC	4-21	-11.4	97.8	296	109.2	372	79.5	29	-0.6	254	1.8	172
352	Lesley	NECC	11-13	-11.6	92	378	103.6	267	72.2	270	-5.4	361	-8.7	418
353	Wis. Lutheran	NACC	8-17	-11.7	98.8	282	110.5	390	75.1	130	-3.5	321	-4.8	353
354	Luther	IIAC	5-19	-11.7	96.4	322	108	364	70.8	337	10.8	29	5.5	62
355	St. Marys (MD)	CAC	3-22	-11.7	95.5	335	107.2	349	71.3	305	1.8	196	2.8	134
356	St. Josephs (L.I.)	SKY	5-18	-11.9	94.4	350	106.3	330	70.4	347	-7.3	390	-5	359
357	Kalamazoo	MIAA	6-17	-12	87.7	405	99.7	153	72.5	257	2.7	166	2.2	153
358	Centenary (NJ)	CSAC	6-18	-12.2	90	394	102.3	223	70.9	325	1.2	218	-0.8	271
359	Earlham	HCAC	7-17	-12.3	97.7	302	110	380	76.5	82	1.9	188	-0.4	253
360	Connecticut Col.	NESCAC	5-17	-12.3	94.6	346	106.9	344	74.1	163	4.1	136	3.8	106
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
361	Wis.-Superior	UMAC	7-18	-12.4	102.4	214	114.8	416	65.7	421	-2.5	295	-3	321
362	Illinois Col.	MWC	7-17	-12.8	101.2	241	114	412	72	278	-3.3	310	-0.6	258
363	Plymouth St.	LEC	10-16	-12.9	94.6	347	107.5	357	76.2	92	-6.8	386	-6.2	381
364	Brooklyn	CUNYAC	7-19	-12.9	94.8	342	107.7	360	72.7	245	-2.4	294	-2.9	318
365	Spalding	SLIAC	9-15	-13.1	93.7	361	106.8	341	68.7	393	-3.7	328	-4	340
366	Ferrum	USAC	6-19	-13.2	97.9	295	111	395	67.5	413	2.2	177	2.5	149
367	New Rochelle	IND	5-6	-13.2	97.1	316	110.3	387	83.9	10	-5.6	367	-6.3	384
368	Berea	USAC	4-16	-13.3	87	411	100.2	169	76.1	94	0.4	229	0.4	233
369	Cobleskill St.	NEAC	7-16	-13.3	90.6	390	103.8	277	72.4	262	-8.1	411	-8.2	415
370	St. Josephs (Brkln)	SKY	8-15	-13.6	88.4	404	102	217	74.9	138	-5.6	363	-5.4	368
371	Wells	NEAC	7-17	-13.8	97.7	300	111.5	398	73.3	198	-8.1	411	-7.8	405
372	Emmanuel (MA)	GNAC	3-20	-13.8	94.8	344	108.6	370	74.7	144	-4.4	338	-2.2	306
373	SUNY Canton	ACAA	4-16	-14	89	401	103	244	76	97	0	244	0.9	216
374	Valley Forge	ACAA	3-11	-14.1	98	292	112.1	403	74	167	-5.7	372	-4.9	355
375	Fredonia	SUNYAC	3-20	-14.3	89.4	397	103.7	271	72.6	252	5.2	105	3	130
376	Medgar Evers	CUNYAC	7-18	-14.5	90.6	389	105.1	310	79.6	26	-5.6	367	-4.3	344
377	Fontbonne	SLIAC	3-19	-14.6	98.5	285	113.1	407	74.3	155	-3.7	328	-3.2	325
378	Hendrix	SAA	7-21	-14.7	98.9	279	113.6	411	75.3	126	-3	306	-1.6	296
379	MCLA	MASCAC	10-15	-14.9	91.2	383	106.1	325	78.8	34	-5.6	363	-6.1	377
380	FDU-Florham	MACF	3-21	-15	90.2	392	105.2	312	75.5	115	3.5	153	-1.1	283
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
381	Gallaudet	NEAC	9-17	-15.1	91.6	381	106.8	340	73.3	200	-4.5	343	-3.9	337
382	Mount Aloysius	AMCC	6-20	-15.3	92.9	369	108.2	365	66.1	419	-1.5	273	-4.9	357
383	Southern Me.	LEC	5-20	-15.7	87.4	406	103.1	250	70.9	326	-1.9	283	1.5	188
384	Allegheny	NCAC	5-20	-15.7	89.2	398	105	302	73.6	184	4	139	3.9	101
385	Bryn Athyn	NEAC	9-15	-15.8	92	377	107.8	361	74	170	-8.5	418	-7.4	399
386	Elmira	E8	4-20	-16.1	104.4	168	120.6	425	77.8	52	-2.4	293	-2.2	307
387	Pitt.-Greensburg	AMCC	5-17	-16.6	91.1	385	107.7	359	71.1	314	-1.6	274	-6.2	378
388	Iowa Wesleyan	SLIAC	5-19	-17.1	100.3	256	117.4	421	76.2	91	-3.7	328	-2.1	305
389	DYouville	AMCC	4-18	-17.1	92.6	371	109.7	374	79.7	24	-1.8	281	-6.6	390
390	Worcester St.	MASCAC	3-22	-17.5	95.4	336	112.9	405	77.1	68	-5.2	359	-3.2	323
391	Johnson St.	NAC	5-18	-17.6	85.2	416	102.7	237	75.9	99	-7.5	396	-7	396
392	Belhaven	ASC	4-20	-17.7	99.8	263	117.5	422	78.7	35	-2.2	291	1.4	196
393	Sarah Lawrence	SKY	3-19	-17.7	89	400	106.7	338	74.7	143	-6.1	380	-3.8	334
394	Newbury	NECC	3-18	-17.8	93.4	365	111.2	396	83.1	13	-5.2	357	-7.6	401
395	Knox	MWC	7-18	-18	91.8	379	109.8	377	71.4	302	-0.8	264	-0.1	242
396	Dominican (IL)	NACC	6-19	-18	87	410	105	304	72.7	246	-5.1	354	-6	374
397	Ozarks (AR)	ASC	3-22	-18.2	93.6	363	111.7	399	73.1	209	-3.5	314	-0.2	249
398	Wash. and Jeff.	PAC	5-20	-18.3	91.8	380	110	383	71.9	282	-1.3	268	-2.2	308
399	St. Elizabeth	NEAC	5-17	-18.5	87.3	408	105.8	317	84.9	9	-8.6	419	-9.3	422
400	Maine Maritime	NAC	5-20	-19	88.4	403	107.4	354	73	216	-7.9	401	-8.6	417
Rank	Team	Conf		AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
401	Defiance	HCAC	2-21	-19.7	93.6	362	113.4	409	72.4	263	2.7	166	2.4	150
402	Pacific Lutheran	NWC	2-18	-20.2	90.2	393	110.3	388	70.9	329	6.9	72	3.8	105
403	Concordia Chicago	NACC	2-22	-20.5	93.9	357	114.4	414	80	22	-4.3	337	-4.5	349
404	La Verne	SCIAC	1-24	-20.9	84.2	418	105.1	309	75.6	111	5	109	1.7	174
405	Pitt.-Bradford	AMCC	4-19	-21.1	90.9	386	112.1	402	78.4	41	-1.6	274	-5.5	369
406	Houghton	E8	4-18	-21.2	90.8	387	111.9	400	71	319	1.2	216	-0.1	243
407	Green Mountain	NAC	6-15	-21.3	84.6	417	105.9	321	70.8	333	-7.9	401	-8	411
408	Wheelock	NECC	5-18	-21.9	86.8	412	108.7	371	77	71	-7.9	407	-8.4	416
409	Franciscan	AMCC	5-20	-22.1	82.6	420	104.7	297	70.8	334	-2.9	305	-6	375
410	Maranatha Baptist	IND	2-10	-22.4	87.4	407	109.7	375	73.3	203	-11.5	424	-10.9	425
411	Elms	NECC	4-20	-22.6	81.7	424	104.3	290	73.1	212	-5.8	373	-7.9	409
412	Framingham St.	MASCAC	6-20	-23.8	79.6	425	103.3	259	67	417	-5.6	363	-3.9	339
413	Goucher	LAND	0-24	-24	82.5	422	106.5	332	75	136	4.2	132	4	100
414	Penn College	NEAC	3-20	-24.8	82.6	421	107.4	353	75.1	129	-8.1	411	-6.6	392
415	Curry	CCC	1-23	-25.4	81.9	423	107.3	351	77.2	66	-2.6	296	-0.8	270
416	Penn St.-Berks	NEAC	2-21	-26	88.9	402	114.8	417	81.9	16	-7.7	398	-6.8	393
417	Finlandia	ACAA	2-14	-26.4	86	414	112.4	404	75.3	122	-2.1	288	0.3	235
418	Macalester	MIAC	3-22	-26.5	89.1	399	115.6	418	86	8	11.3	14	5.4	64
419	Martin Luther	UMAC	4-19	-26.6	86.4	413	113.1	406	72.3	266	-5.8	374	-7.6	402
420	CCNY	CUNYAC	2-23	-26.7	89.8	395	116.5	420	72.3	268	-9.1	421	-4.4	347
421	Clarks Summit	CSAC	1-23	-26.9	83.9	419	110.8	394	73.6	182	1.9	184	1.5	187
422	North Central (MN)	UMAC	3-18	-27.5	90.7	388	118.2	423	73.8	176	-3.5	311	-3.2	326
423	Saint Marys (MN)	MIAC	1-24	-27.6	87.1	409	114.7	415	73.6	185	11.3	14	5.1	71
424	Lyndon St.	NAC	2-21	-30.1	85.6	415	115.7	419	80.1	21	-7.9	401	-7.5	400
425	Rivier	GNAC	1-21	-30.3	89.5	396	119.8	424	75.3	120	-6.4	383	-5	362
Rank	Conf			AdjEM	AdjO		AdjD		AdjT		Win50		OppEM
1	WIAC			15.1	110.7	2	95.6	2	69.3	44	13.7	1	10.9	1
2	NESCAC			13.7	106.3	6	92.6	1	74	19	8.9	5	7	5
3	CCIW			10.5	109.2	4	98.8	5	71.2	43	10	3	8.1	3
4	OAC			10.3	110.1	3	99.7	10	74.1	18	8.9	6	9.4	2
5	IIAC			10	111.2	1	101.2	16	73.5	23	9.9	4	7.3	4
6	NEWMAC			8.3	108.3	5	100	11	72.2	35	7.1	7	5.2	6
7	MACC			7	105	9	98	4	73.5	22	5.9	8	4	11
8	UAA			5.3	105.9	7	100.5	13	72.8	33	2.4	21	4	12
9	NCAC			4.9	105.3	8	100.4	12	71.6	41	5.1	10	4.8	7
10	NJAC			4.8	103.6	13	98.9	6	73.5	24	5.5	9	4.4	8
11	CC			4.6	102.1	23	97.5	3	71.6	40	4.7	11	4.2	10
12	ODAC			3.8	103.5	14	99.6	9	73.1	30	4.5	12	2.8	16
13	MIAC			3.8	104.7	10	100.9	14	71.7	39	10.7	2	4.4	9
14	LL			3.6	102.7	19	99.1	7	73.4	27	4.3	13	3.2	14
15	CAC			2.6	102	24	99.3	8	73	32	2.8	20	3.2	15
16	NWC			1.8	103.4	15	101.5	19	75.8	4	2.8	19	2.4	17
17	ASC			1.3	104.1	12	102.9	29	76.4	2	1.2	24	1	21
18	MIAA			0.9	103	16	102.1	22	73.1	31	3.3	16	3.3	13
19	SUNYAC			0.7	102.1	22	101.4	18	73.8	21	3.1	18	1.5	18
20	MWC			0.6	102.8	18	102.3	26	73.3	28	2.2	23	1.1	20
21	LAND			0.4	102.6	20	102.2	25	73.2	29	3.1	17	1.4	19
22	USAC			-0.1	102.6	21	102.7	28	75.6	6	1.1	25	0.6	23
23	CCC			-0.2	101.7	27	101.9	20	75.8	5	-1.7	29	-0.6	29
24	CSAC			-0.3	101.8	25	102.1	23	74.5	11	0.5	26	-0.1	27
25	HCAC			-0.9	104.3	11	105.2	41	71.8	38	2.4	22	0.5	24
26	E8			-1	102.9	17	103.9	32	74.1	17	0.3	27	-1	30
27	SCAC			-1	101.2	29	102.2	24	73.4	26	-0.3	28	0.1	26
28	SCIAC			-1.2	101.8	26	103	31	72.2	36	3.4	14	1	22
29	LEC			-1.4	99.6	32	101	15	74.3	16	-3.1	32	-0.2	28
30	SAA			-2.6	101.7	28	104.3	34	75.2	7	-3.2	33	-1.5	31
31	PAC			-2.9	98.4	36	101.2	17	71.4	42	-2.4	31	-2.5	32
32	MACF			-3.5	98.4	35	101.9	21	74.4	14	3.4	15	0.3	25
33	GNAC			-5.6	98.9	33	104.4	37	73.8	20	-4.5	35	-3.7	34
34	SKY			-5.6	97	38	102.6	27	72.8	34	-6.7	42	-4.7	38
35	NACC			-6.2	98.7	34	104.9	40	74.5	12	-4.2	34	-4.6	37
36	CUNYAC			-6.4	96.5	40	102.9	30	74.4	15	-5.6	39	-4.5	36
37	SLIAC			-6.8	100.3	30	107.1	43	77.2	1	-5.2	37	-4.3	35
38	IND			-7.3	97.3	37	104.6	38	74.4	13	-6	41	-5.8	41
39	AMCC			-7.6	96.8	39	104.3	35	73.5	25	-2.4	30	-5.7	39
40	MASCAC			-8.6	95.9	41	104.4	36	75.1	9	-5.2	38	-3.4	33
41	UMAC			-8.8	100.1	31	108.9	44	72.2	37	-4.7	36	-5.8	40
42	NAC			-9.7	94.3	43	104	33	75.1	10	-7.7	43	-8	44
43	NEAC			-10.7	95	42	105.7	42	75.1	8	-8.4	44	-7.3	42
44	NECC			-11.3	93.6	44	104.9	39	76.1	3	-5.9	40	-7.5	43