Monday, October 21, 2019

Division III Basketball Efficiency Ratings 2018-19

Submitted here for the official record are the final FFTMAG efficiency ratings for the 2018-19 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.

RankTeamConfW-LAdjEMAdjO AdjD AdjT Win50 OppEM 
1Randolph-MaconODAC27-431.8121.1489.31267.74118455.573
2WilliamsNESCAC23-730.7118.2887.5471.133110.22511.18
3Neb. WesleyanARC27-229.9123.3193.43571.43237.7528.134
4WhitmanNWC28-229.7118.4788.7984.162.71365.378
5AmherstNESCAC25-529.6112.73883.2173.322711.4119.517
6Wis.-OshkoshWIAC29-329120.6591.62073.819511.3128.627
7Augustana (IL)CCIW25-428.6117.51088.91070.834110.6177.742
8Saint Johns (MN)MIAC23-527.9121.6393.73968.73981.11842.2170
9Chris. NewportCAC29-427.7114.32486.5371.13307.950755
10SwarthmoreCC28-427.3118990.81669.93701.81677.352
11MITNEWMAC23-526.4114.52288.1673.81937.3595.474
12St. Thomas (MN)MIAC24-525.8118.5692.73173.52144.51095.186
13Wis.-Stevens PointWIAC18-925.11133687.9565.442411.9610.710
14HamiltonNESCAC25-524.2112.73788.6876.9708.2438.725
15MiddleburyNESCAC17-822.5114.22591.72176.19110.2248.628
16MariettaOAC23-722.2116.216944773.52189.8268.724
17Pomona-PitzerSCIAC23-221.31171195.87469.9369-0.12361.8184
18EmoryUAA18-620.5122.22101.721078.8356.2747.546
19CapitalOAC21-820114.42394.45571.53169338.629
20NicholsCCC28-319.9112.14292.22476.1923.51203.2136
21North Central (IL)CCIW23-619.5115.11995.67167.64135.981666
22Wesleyan (CT)NESCAC16-919.5107.711488.2773.422510.815123
23WittenbergNCAC23-619.3113.92994.65771.43212.11474.5100
24GuilfordODAC24-819.1105.515086.4271.82976.5707.449
25Baldwin WallaceOAC21-918.8112.73993.94570.933710.5228.331
26WoosterNCAC24-618.6113.53294.96272.626521513.9116
27LorasARC23-718.5116.81298.312477.1638.64010.79
28Rochester (NY)UAA20-517.8109.66991.82269.53818496.660
29Eastern Conn. St.LEC20-617.8108.78990.81774.61526.2753.9115
30ColbyNESCAC17-817.81142896.38575.31232.41395.376
31Washington-St. LouisUAA17-817.6112.24194.65871.73037.1637.839
32WartburgARC15-817.5111.84394.25375.81047.6547.741
33Texas-DallasASC23-517.51115593.63772.3272-0.62530.4223
34WabashNCAC19-617.4115.12097.610973.5217-0.72572.6153
35Ill. WesleyanCCIW17-917.2116.61499.414273.52167.1639.220
36Wash. and LeeODAC19-817.1108.69291.41879.2288.937669
37Wheaton (IL)CCIW23-917.1113.63096.59174.913910.61711.84
38Mount UnionOAC22-616.9113.43596.48771.33255.8845.279
39EndicottCCC17-916.9110.86093.94476.1901.81650.3225
40Oswego St.SUNYAC24-616.8110.66193.84265.44253.21284.696
41Wis.-La CrosseWIAC17-1016.7105.614688.91169.338811.9612.12
42Penn St.-BehrendAMCC22-516.3114.12697.811064.1426-5347-5.1349
43ArcadiaMACC23-615.8108.210392.42673.81971.11852.9145
44Wis.-PlattevilleWIAC16-1115.610810792.42771.332714.91131
45New Jersey CityNJAC20-815.1107.811392.63074.51596.8684.4103
46WhitworthNWC21-615116.315101.319674.31670.32233.1139
47RoanokeODAC18-814.9109.965956367.84092.31443143
48Wis.-WhitewaterWIAC17-914.9110.16495.26574.11809.3311012
49Mary Hardin-BaylorASC21-614.7115.817101.118777.753-0.5248-0.2251
50MoravianLAND20-914.5109.28094.76078.6407663144
51York (PA)CAC22-814.5108.595944873.42244.91017.545
52Johns HopkinsCC18-914.4107.412092.93368.54046.1776.661
53Thomas MoreACAA8-Oct14.4111.54597.19968.74001.91590.5219
54Claremont-M-SSCIAC16-714.3105.814091.51966.2421-0.12360.6214
55YeshivaSKY19-814.2111.34997.110175.8105-5.6382-4.8335
56SUNY OneontaSUNYAC16-1114.1111.25097.110072.228131322.7148
57WPINEWMAC19-913.9104.417090.51570.43587.3596.463
58LinfieldNWC15-913.6109.671968075.3126-1.62872.4160
59La RocheAMCC23-313.6109.670968171.8300-4.6339-2.5286
60Keene St.LEC20-813.4108.88895.46876.4826.275588
61CentreSAA21-513.4108.49795.164693920.72060.5216
62Plattsburgh St.SUNYAC20-713.3109.28395.87576.3873.41234.992
63RowanNJAC21-713.3105.714592.32582.296.7695.377
64BabsonNEWMAC15-1113.3107.511794.25272.82567.3598.133
65ChicagoUAA14-913.2109.96696.79472.92506.967836
66LynchburgODAC20-612.810712594.15174.81461.51774.598
67Louisiana Col.ASC19-712.8109.37796.48873.52200.22270.2235
68Wilmington (OH)OAC17-812.8107.711594.96176.1949338.330
69AlfredE822-512.6110.95798.312174.1176-2.7309-0.7258
70BrockportSUNYAC17-1112.1105.614793.53677.8508484.991
71Maryville (TN)USAC20-812105.814393.84071.63090.42190.5217
72BowdoinNESCAC15-912108.69096.69369.83747.6567.154
73UW-River FallsWIAC13-Oct11.9109.67297.610872.72628.1448.726
74Mary WashingtonCAC17-911.71098597.310269.93725.3966.857
75Bethel (MN)MIAC19-811.71115699.314071335-2.32984.3108
76Coast GuardNEWMAC15-811.610810896.48674.61511.81672.5156
77Emory and HenryODAC17-1011.2108.69197.410572.82533.91165.183
78Montclair St.NJAC17-1011.1106.912695.77271.82995.7873.8118
79LeTourneauASC17-911.1109.66898.512778.7380.22271.8186
80AugsburgMIAC18-910.9115.618104.829272.9252-2.32984.1111
81BrandeisUAA18-910.8103.917893.13467.64147.359837
82TrineMIAA18-810.7108.39897.610673.42234.11132178
83SkidmoreLL19-710.7108.88798.111768.93964.11143.8119
84MSOENACC21-510.7109.28298.512573243-4.2328-6372
85ElmhurstCCIW14-Dec10.6111.546100.81797229312.251011
86SimpsonARC15-1010.6114.127103.526073.72027.6548.821
87HoodMACC17-910.5112.640102.222074.1179-0.32450.5221
88St. John FisherE818-910.4111.252100.817875.41181.61710.3227
89SalisburyCAC18-910.3110.16399.714875.31225.7857.644
90GordonCCC22-510.3111.744101.520476.6771.81650248
91OccidentalSCIAC18-510.2105.514995.26670368-3.2314-1.6272
92New England Col.NECC22-310.210319492.73280.319-3.2315-9.4420
93DeSalesMACF21-610.1108.210198.211972.92480.91960246
94IthacaE816-1110108.210498.111879.1294.71032.6150
95Wm. PatersonNJAC16-109.8103.618093.84175.11327.4584.4102
96AlbionMIAA19-89.5107.411897.911270.33612.91342.6151
97RamapoNJAC18-109.4103.618394.15074.41609.627670
98CoeARC14-119.4109.37899.915169.43855.1100667
99ScrantonLAND20-69.4101.821492.42874.8145-0.32450.6213
100Farmingdale St.SKY20-89.3111.153101.72127696-4.3332-2.6288
101Trinity (CT)NESCAC17-89.299.525590.21470.93385.9815.185
102DrewLAND23-79.1104.915895.97772.52671.21822.1174
103John CarrollOAC13-149111.347102.322277.94812.8211.16
104BaruchCUNYAC22-6999.226090.21371.7306-5.5367-6.3378
105St. NorbertMWC19-89108.39999.313867.1419-2.6304-1.9280
106Va. WesleyanODAC13-138.9102.9195944971.929411.2138.232
107HanoverHCAC19-78.7103.318794.65969.4384-3.3316-3.4303
108SuffolkGNAC18-88.4108.694100.216369.9373-0.6252-3.9318
109UrsinusCC15-118.3109.37510118475.51160.91965.281
110UMass DartmouthLEC19-88.3102.819994.55675.81011.81691.3200
111TuftsNESCAC14-Dec8.1109.573101.420278.54110.62111.35
112Morrisville St.NEAC22-58113.533105.431473.5211-6.7392-5.9369
113SUNY CortlandSUNYAC16-98111.251103.225169.637831323.1138
114HobartLL17-118105.415397.410472.92514.81023.8117
115Albertus MagnusGNAC19-87.9109.279101.319780.2205.3950.9206
116OlivetMIAA12-Dec7.7108.693100.818074.31685.691587
117Hardin-SimmonsASC17-117.7108.596100.817777660.52121.7188
118GrinnellMWC17-67.7114.72110734895.22-2.6304-4.9342
119Buena VistaARC14-Nov7.6110.958103.225273.22319.4296.956
120EmersonNEWMAC15-117.3107.6116100.416677.36010.3236.662
121St. Josephs (ME)GNAC19-87.3113.534106.233178.834-1.2272-3.4301
122BardLL12-Dec7.2103.418696.28476.5803.31252.5154
123Carroll (WI)CCIW14-Nov7.1107.3123100.216267.341810.6171014
124Northwestern-St. PaulUMAC22-77.1111.348104.228176.678-3.3320-4.6330
125NazarethE818-87110.162103.124573.2232-0.6254-0.2252
126WidenerMACC15-117104.317497.410372.72571.11852.7149
127SusquehannaLAND16-107109.376102.322372.72581.31811.5191
128Lake ForestMWC17-106.9109.767102.923773.42262152-1.1262
129Concordia (TX)ASC13-126.8108109101.219381.1143.21293.6125
130JWU (Providence)GNAC11-Dec6.6102.620595.97974.31695.4942.2166
131SewaneeSAA19-76.6104.51689811468.64020.52130.5215
132Wis.-Eau ClaireWIAC14-126.4107.8111101.420067.741011.897.448
133Rose-HulmanHCAC16-96.4105.714499.414167.7412-3.3316-3.1294
134BerrySAA17-76.3103.119196.79569.53800.52130.1236
135Concordia WisconsinNACC16-86.3104.716798.312274.6156-1.2266-1.6275
136Gwynedd MercyAEC20-96.3106.6127100.316572.327521551.2201
137SpringfieldNEWMAC15-Nov6.2107.8110101.620869.538311149.715
138CalvinMIAA13-Oct6.2109.474103.124768.83977.7515.475
139WilkesMACF17-106.2105.814299.614575.11331.1185-1.4269
140Western Conn. St.LEC16-106.2104.816298.613075.810221530.6212
141Franklin and MarshallCC15-116.198.727392.62969.33870.82024.3107
142Carnegie MellonUAA12-Nov6108.1105102.121973.620710.8158.135
143HussonNAC17-115.9101.421995.57077.851-7.5409-4.2326
144RedlandsSCIAC11-Dec5.9106.6129100.717470.6347-0.12361.8185
145N.C. WesleyanUSAC16-75.8116.713110.939571.6312-1.8289-0.2253
146TCNJNJAC13-135.7105.8139100.116174.21749.4285.184
147HeidelbergOAC18-Aug5.5106.4131100.91817513411.8109.219
148Emmanuel (MA)GNAC18-85.4107.3122101.921573.9189-1.2272-4.7334
149Rutgers-NewarkNJAC16-135.4101.322595.976664235.7871.9182
150St. Joseph (CT)GNAC14-125.3106.1135100.918274.7147-1.2272-5.1348
151Marymount (VA)AEC17-135.398.826993.63870.236421551.7187
152DubuqueARC13-135.1103.518498.512671.23287.7537.643
153StevensE816-104.898.727493.94674.41610.6211-0.1249
154RensselaerLL15-114.7104.716410015469.63791.21830247
155CovenantUSAC18-94.7103.71799913472.3273-0.12350.5218
156St. OlafMIAC13-134.5101.42209796703673.11315.182
157CarthageCCIW16-Aug4.3105.215510118371.53207.4575.971
158LaGrangeUSAC17-94.2108.210010427877.262-0.7255-0.7259
159TransylvaniaHCAC16-103.9106.3133102.422673.5215-2.12930.1238
160Penn St. HarrisburgCAC13-123.6102.62029913372.426921584.3106
161Western New Eng.CCC15-Dec3.5107.3121103.826974.91401.81602177
162Ohio WesleyanNCAC14-Dec3.5104.9159101.420173.12360.72053.7122
163Bethany LutheranUMAC18-83.5107.1124103.626578.147-3.3320-5.5361
164St. LawrenceLL16-103.4101.322497.911369.23896803.1137
165Rhode Island Col.LEC13-123.297.130693.84374.1182-1.52840.2230
166Texas LutheranSCAC18-103.2104.4172101.219469.8375-2290-1.2264
167SUNY PotsdamSUNYAC13-133101.821398.813274.91375.7864.2110
168CWRUUAA14-Sep2.9105.4151102.522971.5315765668
169HopeMIAA13-102.710986106.233272.32746.2733.3133
170George FoxNWC13-122.7105.9138103.224878.146-0.52482176
171MillikinCCIW13-Nov2.510984106.534070.33628.3427.351
172GreenvilleSLIAC17-92.5111.154108.6370117.21-5.6374-6.5383
173Staten IslandCUNYAC17-102.59828495.56978.836-5.5367-3.9319
174Me.-FarmingtonNAC14-102.4105.9137103.526173.3230-7.6411-5.7366
175MarywoodAEC16-112.3105.4152103.1246722921.6173-1.7276
176JWU (Denver)SCAC17-82.3106.6128104.328374.7149-3.4324-4.9341
177St. ScholasticaUMAC16-102.3103.6182101.319873.1239-3.8326-6.4381
178BatesNESCAC17-Jul2.3101.921099.614773.91908.7398.822
179Bridgewater (VA)ODAC13-Nov2.398.328096.18377.5575.3965.772
180DePauwNCAC17-102.1105.2156103.124470.5352-0.72572.3165
181AuroraNACC17-122108.2102106.233075.8100-1.2266-1.3266
182RiponMWC15-102106.3132104.328569393-4.2328-3.2296
183NYUUAA15-Aug297.729295.77371.53186784.695
184MuskingumOAC18-Aug2110.859108.837570.833912.827.838
185WesleyAEC13-132107.4119105.431274.71500.82010244
186Roger WilliamsCCC15-111.8105.8141103.927573.22341.41780241
187EasternMACF14-111.8101.821610015573.62081.11851.3199
188Salem St.MASCAC18-101.8104.816010324380.3180.12320.2233
189RosemontCSAC15-121.7103.3188101.620776.774-4.3333-4.3327
190DeanNECC17-91.7104.4173102.723276.388-5350-7.1393
191UticaE814-111.699.62519811672.2277-2.8312-1.2263
192NeumannAEC13-131.699.924598.312371.73042.11460242
193MisericordiaMACF14-121.5100.223898.713174.515811890245
194Westfield St.MASCAC16-111.499.325797.811179.130-6.6391-6371
195Frostburg St.CAC13-Sep1.4102.5206101.118677.5569337.740
196IITNACC16-121.493.535892.22367.9406-1.1262-2.2284
197PurchaseSKY16-111.2103192101.921477.359-5.6382-4.7333
198AlbrightMACC17-Sep1.195.333494.25475.31251.81703.5127
199St. Marys (MD)CAC16-Oct0.9102.919710221773.81913.61174114
200Centenary (LA)SCAC13-120.997.9286979768.9395-3.4324-3.9317
201OglethorpeSAA13-Dec0.999.126398.212069.73760.52131.5194
202MuhlenbergCC13-Dec0.997.430096.59273.12370.72093.3132
203MethodistUSAC15-120.8100.723299.915273.7201-1.32772.1173
204Wheaton (MA)NEWMAC12-Dec0.8103.6181102.823470.43556.2714.3105
205Buffalo St.SUNYAC16-Aug0.8104.2176103.425980.6175.5934.4104
206Union (NY)LL14-Oct0.8104.7166103.927470.73454.11141.4195
207Washington Col.CC14-110.797.230396.59072.72610.91963.3131
208MillsapsSAA14-Dec0.598.52799811573.8192-1.7288-2282
209HaverfordCC15-Sep0.599.126498.6129732420.82021.9181
210StocktonNJAC15-Oct0.4101.1226100.717672.72599.3325.280
211Puget SoundNWC11-Dec0.3109.281108.937873.7203-1.12603.6124
212East Tex. BaptistASC14-Dec0.2105.6148105.431174.51570.91912.3161
213SUNY New PaltzSUNYAC13-110.19632495.97872.92474.61082.4157
214DickinsonCC15-Sep0.1100.7231100.617274.61550.91964113
215LutherARC17-Jul0.1105157104.929875.51178467.350
216Saint VincentPAC20-40.1104.2175104.228073241-11.2422-8.9414
217HuntingdonUSAC13-12-0.199.525399.614672.8255-1.12630.3228
218WhittierSCIAC15-Oct-0.1104.7163104.929778.7372.31400.1240
219Delaware ValleyMACF14-Dec-0.2100.3237100.617172.22821.51741.5190
220StevensonMACC14-13-0.3100.2242100.516778.145-1.1263-2.3285
221CatholicLAND15-Oct-0.4102.9196103.325470.73435.3961.5192
222WebsterSLIAC19-6-0.598.128298.512871.5317-5.6374-6.2376
223East. MennoniteODAC16-Sep-0.596.53149798741888.9374.989
224Southwestern (TX)SCAC14-12-0.5106.413010734775.8103-4.9345-3.4302
225Ohio NorthernOAC18-Jul-0.699.325899.914972.227812.821013
226Central (IA)ARC17-Jul-0.6107.8112108.436776.3869.42911.17
227Sul Ross St.ASC14-Oct-0.799.325610015677.8494.41113.4130
228Southern Vt.NECC14-9-0.798.727199.414370.6348-9.4418-8.3406
229OberlinNCAC13-12-0.7102.8198103.626368.5403-0.72590.3229
230AlleghenyNCAC15-Oct-0.7103.1189103.927277682.11473.1141
231MessiahMACC15-Oct-199.7249100.717571.5319-0.32420243
232Benedictine (IL)NACC13-12-1.199267100.115971.5314-4.2328-3.5307
233AlverniaMACC14-Nov-1.1101.921110324167.8408-0.3242-2281
234EdgewoodNACC16-Oct-1.2102.6201103.827171.92950.22310.3226
235Colby-SawyerGNAC13-13-1.2102209103.225378.833-1.6286-4320
236William PeaceUSAC13-13-1.3104.1177105.431376.9690.4219-0.6257
237MitchellNECC17-9-1.498.7275100.11587695-1.5281-4.9343
238Eastern NazareneNECC14-12-1.5101.621810324270.5354-5.4361-7390
239UMass BostonLEC12-Dec-1.598.8270100.216473.32294.31120.2231
240PfeifferUSAC11-Aug-1.8113.531115.441982.77-1.3277-1.4268
241EurekaSLIAC13-12-2105.3154107.335481.213-5.6374-6.5382
242BlufftonHCAC17-9-2.197.230499.313668.2405-4.9343-3.6311
243SUNY PolyNEAC15-13-2.197.729399.915073.2233-5346-3.3297
244Gust. AdolphusMIAC14-Nov-2.3104.4169106.734171.33264.51093.8120
245ElizabethtownLAND14-Sep-2.597.430199.915371.8298-0.4247-2.7290
246Monmouth (IL)MWC13-13-2.6101.4222103.927370.13650234-3.3298
247HamlineMIAC14-Nov-2.6100.423510324070.7342-2.32982.2168
248UC Santa CruzIND10-Aug-2.799.2259101.921670.3360-2.3303-1.3267
249SUNY GeneseoSUNYAC17-Aug-2.797.9285100.617370.73448474.694
250BlackburnSLIAC13-Dec-2.8102.6204105.431072.5266-5.6374-5.5358
251Cobleskill St.NEAC13-10-2.896.431599.213573.8194-7399-9.5421
252HartwickE815-Sep-2.8102.4207105.330875.31215.6921.4196
253Mount AloysiusAMCC14-12-2.993.1365968267.5416-5.2353-4.2325
254ChathamPAC16-10-3.197.4298100.516969.6377-9.4419-8.1401
255LycomingMACC14-Oct-3.197.5297100.6170722910.12330.8210
256Wis.-StoutWIAC18-May-3.199.824710323975.213011.967.353
257RandolphODAC14-Dec-3.297.828910118572.32712.31446.758
258AverettUSAC17-Sep-3.298.6278101.821372.12830.42190.9205
259ChapmanSCIAC15-Sep-3.299.6252102.923667.64151.31800.5220
260FranklinHCAC13-Nov-3.3103193106.333372.6264-2.1293-1.9279
261ManhattanvilleMACF14-Nov-3.3100.5233103.826881.1150.91930.4222
262Crown (MN)UMAC15-10-3.3106.2134109.63857767-13.1425-8.1404
263BrooklynCUNYAC15-13-3.493.136796.58972.8254-8416-6.2375
264SchreinerSCAC14-12-3.497.8291101.219071.7305-0.2241-1.3265
265HiramNCAC14-Nov-3.7102.6203106.333476.7722.11473.2135
266AlmaMIAA21-May-3.8102.3208106.132774.81438.4418.823
267Old WestburySKY16-11-4101228104.930073.6206-5.6382-4.9345
268DenisonNCAC17-Jul-4.1101.921210632571.13332.11474.599
269Wis. LutheranNACC13-Dec-4.2104.7165108.937974.4166-1.2266-5.4354
270Birmingham-So.SAA13-Oct-4.3104.8161109.138371.73070.91931.3197
271WilsonCSAC13-10-4.3100243104.328478.739-7401-10422
272WillametteNWC15-Jul-4.4108.1106112.540872.12864.71076.464
273Alfred St.ACAA8-Sep-4.596.6313101.118974.1178-2.1297-3.1295
274Mt. St. Mary (NY)SKY14-12-4.590.838495.36772.2280-4.8342-4.8336
275VassarLL14-Nov-4.697.429910221872.92493.41230.8209
276DYouvilleAMCC15-Nov-4.6100.2240104.829377.654-6.8397-4.8339
277HendrixSAA16-Oct-4.694.834099.514473.52190.72060.1237
278Pacific (OR)NWC14-Sep-4.7106136110.739393.930.32233.4128
279Connecticut Col.NESCAC17-Jun-4.9100.8229105.731974.31712.31433.7121
280ImmaculataAEC16-Oct-596.4316101.419973.81991.81640.3224
281MedailleAMCC14-13-5100244104.929975.3128-5.8387-3.3299
282Plymouth St.LEC13-13-59926810427776.6761190-3.5308
283BereaUSAC12-Aug-5.297307102.222175.7109-0.7255-1.5271
284OtterbeinOAC19-Jun-5.399.2261104.528875.31279339.716
285LakelandNACC13-Nov-5.4100.2239105.631677.361-1.2266-3.9316
286Lancaster BibleNEAC14-12-5.495.8328101.219172.6263-6.9398-8.4411
287Saint Marys (MN)MIAC17-Aug-5.4103.4185108.837771.4324-2.32982.5155
288McDanielCC18-Jul-5.4101.8215107.235367.44170.72092.4158
289Worcester St.MASCAC15-Nov-5.496.9308102.422476.483-7.5410-5.7365
290Westminster (PA)PAC13-11-5.597.9288103.425672.4268-11.4423-8.3407
291John JayCUNYAC15-12-5.593.835499.313970.4356-12.8424-9.2419
292Westminster (MO)SLIAC14-Oct-5.698.6277104.127969.9371-2.8311-4.6332
293Sarah LawrenceSKY13-12-5.696322101.620974.1177-4.5336-5.6363
294CabriniAEC20-Jun-5.9101.3223107.2352802221552.2167
295RockfordNACC14-Dec-5.9102.8200108.737178.342-1.1260-2.9292
296Anderson (IN)HCAC15-Nov-6.299.5254105.631774187-2.1293-1.8278
297FDU- FlorhamMACF18-Jul-6.397.9287104.228270.33591.5174-0.2254
298McMurryASC15-Oct-6.595339101.520677.1643.21292.3164
299ClarksonLL19-Jun-6.695.9326102.5228741844.71034.3109
300Lewis and ClarkNWC14-Jul-6.696.8310103.325574.8142-0.52482.7147
301SageE815-Sep-6.694.6346101.319578.3430.5218-2.6287
302KeanNJAC18-Jul-6.796.2320102.9235751365.7874.5101
303Penn St.-AbingtonNEAC14-13-6.796.231910323873.4222-5.4357-7.5397
304JuniataLAND15-Oct-6.894.7344101.520369.5382-1.1263-0.4256
305PiedmontUSAC20-Apr-6.993.6357100.516873.72042.51382.4159
306CazenoviaNEAC11-Nov-797.5295104.428777.852-6.1388-8.5412
307CairnCSAC18-9-7103.1190110.139174.8144-8.1417-11.7424
308Trinity (TX)SCAC20-Jul-7.190.538797.610771.63080.91911.5193
309HilbertAMCC15-Oct-7.1101.4221108.536874.6153-5347-5.1351
310Grove CityPAC15-12-7.297.829010530170.5353-9.4419-6.9389
311Southern Me.LEC19-Jun-7.395.8327103.225075.71083.21262.2171
312SUNY CantonNAC13-Nov-7.496.4317103.826775.6115-6.8395-5.5359
313Fitchburg St.MASCAC13-14-7.599.7250107.235074.3170-5.4362-3.1293
314Regis (MA)GNAC16-Sep-7.892.237510015775.7107-5.6382-5.6362
315Concordia-MheadMIAC17-Jun-7.896.9309104.628967.94072.31413.7123
316Thomas (ME)NAC13-13-7.898.128110632472289-4.3335-6.2374
317LawrenceMWC14-Oct-7.998283105.932271334-2.9313-4.1322
318Texas-TylerASC17-Jun-7.997.2302105.130375.41190.22270.9207
319New RochelleIND6-Mar-7.995.8329103.726685.75-4.6338-6.6385
320Centenary (NJ)CSAC14-Nov-8.194.5347102.523075.899-5.4357-6.8388
321KalamazooMIAA16-Jul-8.195.3335103.425775.31242.71351.3198
322Ozarks (AR)ASC18-Jul-8.299.2262107.435674.21730.22270.8208
323Salve ReginaCCC15-Sep-8.297.5294105.832073.72001.81600.1239
324Southern Va.CAC21-Mar-8.696.7311105.3307732443.61177.547
325LasellGNAC19-Jul-8.6100.2241108.7373741865.7903.1140
326CarletonMIAC18-Jul-8.690.738699.313769.23903.51223.4129
327ShenandoahODAC20-May-8.798.7272107.435780.1215.3966.265
328WentworthCCC18-Aug-8.894.3348103.224968.73991.3179-1.4270
329Lebanon ValleyMACC16-Aug-8.997.5296106.333775135-0.32421.1203
330Pacific LutheranNWC15-Jun-8.994.7345103.626471.83010.32234.1112
331FerrumODAC20-May-9.196.1321105.230571.63135.8834.793
332GreensboroUSAC22-Mar-9.3104.4171113.741176.7750.82002180
333NewburyNECC15-Oct-9.499.7248109.138280.916-1.5281-8.9415
334ElmiraE818-Jul-9.499.9246109.238479324.71031.6189
335FranciscanAMCC13-14-9.490.7385100.116073.6205-5.5364-5.3353
336EarlhamHCAC17-Aug-9.695.2336104.829674183-3.3316-2.7289
337GettysburgCC18-Jun-9.895338104.829574.11813.61176.659
338Clark (MA)NEWMAC19-May-10.198.6276108.737274.41636.2711.8183
339Pine ManorACAA13-Jun-10.294.1350104.428682.1103.21260.2232
340SpaldingSLIAC14-Nov-10.391.4380101.721170.2363-5.2354-5.2352
341RITLL20-May-10.492.3374102.723370.83404.71033.5126
342Cal LutheranSCIAC18-Jul-10.7100.5234111.139671.2329-0.12362.8146
343Kings (PA)MACF20-Apr-10.790.5388101.219274.61541.51740.2234
344U New EnglandCCC19-Jul-10.899266109.838893.641.81600.6211
345FontbonneSLIAC11-Aug-10.895.3333106.132879.327-5.6374-7391
346Pitt.-GreensburgAMCC18-Jul-10.8100.4236111.239774.9138-4.6339-4.8338
347Bridgewater St.MASCAC17-Sep-10.895.5331106.333676.971-1.5284-3.7314
348CMSVSKY17-Jul-1190.1390101.118874.7148-4.5336-4.6329
349Maine MaritimeNAC14-Oct-11.293.9352105.130271.9296-7.8415-7.7398
350Penn St.-AltoonaAMCC16-Aug-11.295.6330106.83437931-4.6339-4.1323
351KeukaNEAC14-Sep-11.295.2337106.433870.6349-6.7392-6.2377
352ManchesterHCAC14-Aug-11.392.737310427676.384-3.3316-2.2283
353Wash. and Jeff.PAC16-Oct-11.494.2349105.731870.7346-7.2405-9.1417
354CaltechSCIAC15-Oct-11.493.4361104.829468.7401-0.1236-0.1250
355Concordia ChicagoNACC17-Jun-11.5101227112.540782.28-1.2266-3.3300
356GenevaPAC17-Sep-11.591.9376103.425873.1235-7.2405-8.1403
357Illinois Col.MWC14-Sep-11.5100.8230112.240573.1238-2.6304-4.1324
358Anna MariaGNAC18-Jul-11.695.5332107.134973.52211.8160-1.6274
359AdrianMIAA19-Jun-11.790.9382102.623171.83023.51212.3163
360BelhavenASC16-Jun-11.799265110.739475.21290.52132.3162
361St. Josephs (Brkln)SKY15-Sep-11.793368104.729179.724-5.6382-6.4380
362DallasSCAC16-Aug-11.896323107.936471.1332-2290-3.4305
363St. ElizabethNEAC12-Dec-1293.5360105.531579.823-7400-11.7425
364Colorado Col.SCAC16-Aug-12.793.1366105.832173.5210-0.5248-1.6273
365Cornell CollegeMWC18-Jun-12.8101.7217114.541373.5213-1.2276-3.4304
366BeloitMWC17-Aug-12.891.9377104.729072288-2.6304-3.5306
367LehmanCUNYAC16-Sep-12.894.8341107.635973.3228-5.6381-8.4410
368Mt. St. JosephHCAC16-Aug-13.194.7343107.836266.2420-2.1293-1260
369NorthlandUMAC14-Sep-13.193.7356106.834573.5209-5.4356-8.7413
370RhodesSAA21-May-13.293.2364106.433973.81960.72062.2169
371ThielPAC15-Jul-13.787.8403101.520574185-5.5364-5.9370
372York (NY)CUNYAC16-Sep-14.692.9370107.435874.8141-7401-7.8400
373MacalesterMIAC18-Jul-14.794.1351108.837669.3386-2.32982.6152
374Marian (WI)NACC18-Jul-14.791.338110632670.6350-4.2328-4.6331
375BeckerNECC18-Jul-14.996.7312111.639871336-1.5281-5346
376Merchant MarineSKY15-Sep-1587.4408102.422566.1422-5.1351-4.8337
377Framingham St.MASCAC19-Jun-1588.8394103.827075.7110-5.4362-3.6309
378Me.-Presque IsleNAC13-Jul-15.193369108.136674.4164-7.6411-10.5423
379Minn.-MorrisUMAC14-Aug-15.292.7372107.936374.3172-3.3320-5347
380Medgar EversCUNYAC16-Oct-15.294.8342109.938979.426-5.5367-8.4409
381AustinSCAC17-Jul-15.293.8353109.13817765-2290-2.8291
382KeystoneCSAC19-Jun-15.489.8391105.230477.458-4.3333-4.8340
383MacMurraySLIAC17-May-1691.6379107.636176.581-4.2327-5.4357
384GallaudetNEAC18-Jul-16.593.2362109.838775.7106-5.4357-6.7386
385Howard PayneASC17-Apr-16.685.8414102.422775.31200.52132.1175
386Maranatha BaptistIND5-May-16.986.6409103.526277.655-17.1426-15.1426
387Iowa WesleyanSLIAC18-Jul-17.188.3398105.430975.998-5.6374-7392
388North ParkCCIW21-Apr-17.592.8371110.239271.631010.6209.218
389WaynesburgPAC18-Jul-18.293.5359111.739975.7111-7.2405-7.2395
390Hampden-SydneyODAC19-Mar-18.290.9383109.138074.21750.91954.697
391PrincipiaSLIAC18-Jun-18.396.3318114.641473.8198-5.6374-7.1394
392DefianceHCAC22-Mar-18.495.9325114.341272.4270-5.5364-3.6310
393KenyonNCAC23-Feb-18.493.7355112.240472.128721543.2134
394BrevardUSAC18-Feb-18.588.3400106.834470.13660.42191.1204
395FredoniaSUNYAC23-Feb-18.587.8405106.333575.61141.61712.1172
396St. Josephs (L.I.)SKY20-May-18.987.8404106.734270.6351-4.9344-4.1321
397NorwichGNAC17-May-19.586.6410106.132972.2279-6.4390-8.4408
398Bethany (WV)PAC20-May-19.585.7415105.230672.1285-6.8396-4.3328
399GoucherLAND21-Mar-19.686.4411105.932372.92460.82022179
400Bryn AthynCSAC18-Jun-20.187.5406107.636079.525-7401-9.1418
401Rutgers-CamdenNJAC22-Feb-20.191.8378111.940171.43226794.990
402WellsNEAC18-Jun-20.288.3396108.636971.6311-5.2352-5.5360
403CCNYCUNYAC20-May-20.697.1305117.742274.4165-5.5367-5.4355
404SUNY MaritimeSKY19-Jun-20.888402108.837473.5212-5.5367-5.7364
405HunterCUNYAC19-Jun-20.988.8395109.738673245-5.5367-6373
406North Central (MN)UMAC19-Mar-21.188.8393109.939076.773-10.9421-9.1416
407CastletonLEC22-Mar-22.185.941310836570.4357-1.2272-1.8277
408ElmsNECC22-Mar-22.784.6418107.335576.289-1.4279-5.4356
409Wis.-SuperiorUMAC19-Jun-22.793.2363115.942069394-3.3320-5.7367
410Martin LutherUMAC17-Jun-23.184.1419107.235169391-5.4360-8.2405
411MCLAMASCAC17-Jun-23.982.9420106.834681.811-5.5367-5.1350
412Dominican (IL)NACC22-Mar-2488.3399112.340673240-1.2266-3.7313
413Penn CollegeNEAC21-Mar-2688.8392114.841575.997-6.7392-8.1402
414Penn St.-BerksNEAC21-Mar-26.788.339711541776.385-6.1388-6.6384
415HoughtonE823-Jan-2785.2416112.240372.1284-2.8310-0.4255
416La VerneSCIAC24-Jan-2788.2401115.341872.72602.71363142
417NVU-LyndonNAC18-Mar-27.487.5407114.941681.812-7.4408-7.5396
418Pitt.-BradfordAMCC21-Apr-28.484.8417113.140972290-5347-3.8315
419CurryCCC23-Jan-30.686.1412116.742176.5790.22261.1202
420FinlandiaACAA0-13-31.981.3421113.241075.61122.3141-1261
421NVU-JohnsonNAC17-Mar-3378.7425111.740075.2131-7.6411-6.8387
422Valley ForgeACAA0-14-33.678.442611240276.193-5.2355-6.4379
423RivierGNAC24-Jan-34.590.1389124.642674.4162-7.8414-5.8368
424KnoxMWC24-Jan-37.281.2422118.442372.3276-2.6304-3.7312
425LesleyNECC23-Feb-37.880.9424118.642478.244-1.4279-4.9344
426Clarks SummitCSAC0-25-37.881423118.842575.6113-7401-7.7399
427          -n/a  
               
RankConf  AdjEMAdjO AdjD AdjT Win50 OppEM 
1NESCAC  15.5109.1593.517420848.34
2WIAC  14.6109.3394.8271.24111.419.71
3UAA  11.4108.6697.3472.1367.467.16
4ARC  10.9111.41100.51773.7217.958.35
5OAC  10.1109.14991173.52610.428.72
6CCIW  10109.8299.91471429.338.63
7NEWMAC  8.7106.5897.8572.9317.285.68
8CAC  7.7105.8998.1773.3285.3106.67
9ODAC  6103.21597.2373.5255.495.69
10SUNYAC  4.7103.51398.81073.6244.6123.813
11NJAC  4.4102.42098673.7227.274.510
12CC  4.3102.51898.2871.8371.7174.511
13NWC  4.1107.27103.12777.640.5233.714
14MIAC  3.6105.311101.71970.5440.7223.515
15NCAC  3.3105.710102.32372.7331.1193.116
16MACC  2.2101.92299.71373.4270.2260.822
17MIAA  1.7103.912102.22272.6345.2113.812
18ASC  1.5103.314101.92076.171201.618
19LL  1.5101.523100.11571.7384132.617
20LEC  1.5100.23098.7974.7122.4140.921
21LAND  1.3100.82699.51272.9301.7160.920
22SAA  0.7100.827100.11671.2400.4240.524
23E8  0.1102.1211022175.390.9210.127
24SCIAC  -0.1102.419102.52570.6430.325119
25MACF  -0.1100.728100.81874.3161.2180.226
26CCC  -0.7102.716103.42876.661.7150.723
27USAC  -1.5102.617104.13474.414-0.2270.425
28GNAC  -3.5101.225104.7377511-0.628-330
29NACC  -4100.529104.43574.217-1.829-3.231
30HCAC  -4.599.431103.93171.439-3.232-2.328
31SCAC  -4.998.533103.52972.732-1.931-2.329
32AMCC  -4.99932103.9337329-5.237-4.334
33MWC  -5.9101.424107.34373.723-1.930-3.332
34SKY  -6.196.337102.4247419-5.135-4.835
35SLIAC  -8.197.935105.93978.81-5.136-6.136
36NECC  -8.596.5361053875.68-3.433-6.837
37MASCAC  -8.595.438103.93277.83-4.634-3.933
38CUNYAC  -994.740103.73074.315-6.841-6.940
39IND  -9.193.9441032677.92-843-7.743
40UMAC  -9.597.934107.44474.118-5.838-6.839
41PAC  -1094.541104.53672.435-8.444-7.442
42NEAC  -10.795.439106.14174.513-6.240-7.341
43NAC  -11.794.442106.14075.210-7.142-6.838
44CSAC  -1394.243107.14276.95-6.139-7.844