Ken Pomeroy and Dan Hanner both released preseason rankings for all (or almost all in the case of Hanner) 347 Division-I men's college basketball teams in the last couple of days.
Both are based on tempo-free efficiency data to varying degrees, and both provide endless (and often meaningless) fodder for bloggers like this one and this one and this one. But while Pomeroy's yearly rankings releases have become tradition, Hanner is the new guy on the scene. His rankings appear in the latest College Basketball Prospectus book, and employ a system that is quite a departure from Pomeroy's methodology.
Hanner better explains the methodology behind his rankings in this post, but what I'm interested in is how different (and maybe better) his system really is. Of course, we can't properly evaluate all of that until the end of the season, but we can still take a look at how incorporating the impact of transfers, historical data, freshman usefulness, coaching effects, strength of schedule, the effect of D-I transfers taking a year off and other makers can alter a team's ranking.
I put both sets of rankings into a big ol' spreadsheet, and did some analyzing. It's nice working with data, because it just doesn't lie. First the greatest differentials in the datasets. That is, the teams that the Pomeroy and Hanner rankings disagreed most on.
Team | Hanner Rank | KenPom Rank | Differential | |
1 | Utah | 162 | 309 | 147 |
2 | USC | 45 | 188 | 143 |
3 | Vanderbilt | 181 | 68 | 113 |
4 | Charleston Southern | 252 | 147 | 105 |
5 | Southern Illinois | 138 | 236 | 98 |
6 | UC Davis | 222 | 318 | 96 |
7 | Hawaii | 150 | 243 | 93 |
8 | Tulsa | 274 | 181 | 93 |
9 | Pennsylvania | 285 | 196 | 89 |
10 | Arizona St. | 130 | 218 | 88 |
11 | Charlotte | 229 | 144 | 85 |
12 | Harvard | 155 | 71 | 84 |
13 | Central Connecticut | 291 | 208 | 83 |
14 | Louisiana St. | 72 | 153 | 81 |
15 | Wichita St | 127 | 46 | 81 |
16 | Wyoming | 57 | 138 | 81 |
17 | Louisiana Lafayette | 192 | 272 | 80 |
18 | Auburn | 100 | 179 | 79 |
19 | Holy Cross | 284 | 206 | 78 |
20 | San Francisco | 275 | 197 | 78 |
21 | Lamar | 303 | 226 | 77 |
22 | Denver | 158 | 84 | 74 |
23 | NC Wilmington | 163 | 237 | 74 |
24 | Army | 220 | 293 | 73 |
25 | South Carolina | 85 | 158 | 73 |
Hanner told me via tweet that transfer were the likely culprit behing his system liking Utah and USC so much.
@hlhoops @kenpomeroy Utah and USC are about JUCO and D1 transfers. Read why those player might lead P12 resurgence basketball.realgm.com/blog/223451
— Dan Hanner (@DanHanner) October 30, 2012
He had less for why his system seriously undervalued Vanderbilt compared to Pomeroy's rankings.
@hlhoops @kenpomeroy, But the Vanderbilt difference is much more fascinating. I'm starting a column on that topic.
— Dan Hanner (@DanHanner) October 30, 2012
I found that Vanderbilt is a pretty good anecdotal illustration of the differences in the ranking systems.
The fact that the Commodores return no starters and also lose 6-11 reserve Festus Ezeli probably has something to do with their varying treatment. Under Hanner's system, head coach Kevin Stallings' recruits and historical ability to work freshman and less utilized players into the starting rotation immediately is called into question.
After some poking around I found Vandy's 2008-2009 season as the closest recent comparison from the last 10 years that could compare with what Stallings is being forced to do this season: Make a solid group of freshman and a few good reserves into a starting five. That season the Commodores only had three returners back, and a great corps of five highly-touted freshman incoming. Pomeroy ranked them 338th in the nation in experience that year.
They turned out to be fairly average. The Commodores won 19 games that season, were bounced in the first round of the SEC tournament (by Alabama), and didn't participate in any postseason tournaments.
This time around Stallings has even less to work with, a consideration that Hanner's rankings must have picked up on and adjusted for.
Even so, Pomeroy and Hanner's rankings differ by 10 spots or less for 35.7 percent of all 345 teams covered by both lists, and the average differential for all teams between the two rankings was 25.5, so the above teams are certainly outliers. Further, Pomeroy and Hanner agreed exactly on the rankings of five teams: Akron (63rd), Alabama State (336th), Illinois (54th), Jacksonville State (175th) and Oral Roberts (145th).
As a means of maybe combining the strengths of both methodologies as well as the strengths of human bias, which Pomeroy concedes might have an edge over his numbers anyway. I averaged the rankings from Pomeroy, Hanner and the AP voters to come up with an amalgam ranking. Those numbers are below with differentials included.
Some interesting things to note:
– Hanner's score adjusts Indiana to a place that humans agree with.
– UCLA's transfers might make them even better than AP voters think.
– Texas and New Mexico could vye for the Top 25 rankings currently held by San Diego State and Florida State.
Rank | Team | Hanner Rank | KenPom Rank | AP Rank | Avg. Ranking | Differential (excl. AP) |
1 | Indiana | 1 | 3 | 1 | 1.7 | 2 |
2 | Kentucky | 2 | 1 | 3 | 2.0 | 1 |
3 | Ohio St. | 8 | 2 | 4 | 4.7 | 6 |
4 | Louisville | 10 | 8 | 2 | 6.7 | 2 |
5 | Kansas | 4 | 10 | 7 | 7.0 | 6 |
6 | UCLA | 3 | 6 | 13 | 7.3 | 3 |
7 | Michigan St. | 5 | 4 | 14 | 7.7 | 1 |
8 | Duke | 7 | 9 | 8 | 8.0 | 2 |
9 | Florida | 6 | 11 | 10 | 9.0 | 5 |
10 | Syracuse | 11 | 7 | 9 | 9.0 | 4 |
11 | NC State | 12 | 24 | 6 | 14.0 | 12 |
12 | Arizona | 9 | 23 | 12 | 14.7 | 14 |
13 | Gonzaga | 13 | 14 | 21 | 16.0 | 1 |
14 | Texas | 20 | 13 | 16.5 | 7 | |
15 | UNLV | 14 | 18 | 18 | 16.7 | 4 |
16 | Memphis | 18 | 16 | 17 | 17.0 | 2 |
17 | North Carolina | 26 | 15 | 11 | 17.3 | 11 |
18 | New Mexico | 15 | 21 | 18.0 | 6 | |
19 | Missouri | 16 | 29 | 15 | 20.0 | 13 |
20 | Michigan | 44 | 12 | 5 | 20.3 | 32 |
21 | Wisconsin | 33 | 5 | 23 | 20.3 | 28 |
22 | Notre Dame | 22 | 17 | 22 | 20.3 | 5 |
23 | Pittsburgh | 19 | 22 | 20.5 | 3 | |
24 | Baylor | 25 | 20 | 19 | 21.3 | 5 |
25 | Creighton | 24 | 30 | 16 | 23.3 | 6 |
26 | Kansas St. | 29 | 19 | 24.0 | 10 | |
27 | Minnesota | 23 | 26 | 24.5 | 3 | |
28 | Marquette | 21 | 32 | 26.5 | 11 | |
29 | Tennessee | 17 | 38 | 27.5 | 21 | |
30 | St. Louis | 32 | 25 | 28.5 | 7 | |
31 | San Diego St. | 41 | 28 | 20 | 29.7 | 13 |
32 | Georgetown | 27 | 33 | 30.0 | 6 | |
33 | Alabama | 28 | 35 | 31.5 | 7 | |
34 | Stanford | 31 | 36 | 33.5 | 5 | |
35 | Miami FL | 34 | 40 | 37.0 | 6 | |
36 | Florida St. | 38 | 51 | 25 | 38.0 | 13 |
37 | Cincinnati | 52 | 27 | 39.5 | 25 | |
38 | VCU | 48 | 31 | 39.5 | 17 | |
39 | Saint Joseph's | 37 | 42 | 39.5 | 5 | |
40 | California | 40 | 39 | 39.5 | 1 | |
41 | Iowa St. | 30 | 62 | 46.0 | 32 | |
42 | Northern Iowa | 46 | 48 | 47.0 | 2 | |
43 | Rutgers | 43 | 52 | 47.5 | 9 | |
44 | Davidson | 51 | 44 | 47.5 | 7 | |
45 | Oklahoma | 53 | 43 | 48.0 | 10 | |
46 | St. Mary's | 50 | 47 | 48.5 | 3 | |
47 | Ohio | 42 | 56 | 49.0 | 14 | |
48 | Butler | 36 | 64 | 50.0 | 28 | |
49 | Temple | 39 | 61 | 50.0 | 22 | |
50 | Drexel | 62 | 41 | 51.5 | 21 | |
51 | Belmont | 74 | 34 | 54.0 | 40 | |
52 | Illinois | 54 | 54 | 54.0 | 0 | |
53 | Purdue | 73 | 37 | 55.0 | 36 | |
54 | West Virginia | 55 | 58 | 56.5 | 3 | |
55 | BYU | 67 | 50 | 58.5 | 17 | |
56 | Iowa | 64 | 53 | 58.5 | 11 | |
57 | Bucknell | 60 | 59 | 59.5 | 1 | |
58 | Colorado | 65 | 57 | 61.0 | 8 | |
59 | Villanova | 58 | 66 | 62.0 | 8 | |
60 | South Dakota St. | 77 | 49 | 63.0 | 28 | |
61 | Virginia | 61 | 65 | 63.0 | 4 | |
62 | Akron | 63 | 63 | 63.0 | 0 | |
63 | Arkansas | 35 | 94 | 64.5 | 59 | |
64 | Massachusetts | 75 | 55 | 65.0 | 20 | |
65 | Mississippi | 56 | 74 | 65.0 | 18 | |
66 | Oklahoma | 47 | 85 | 66.0 | 38 | |
67 | Robert Morris | 59 | 73 | 66.0 | 14 | |
68 | Washington | 66 | 70 | 68.0 | 4 | |
69 | Virginia Tech | 68 | 79 | 73.5 | 11 | |
70 | South Florida | 71 | 76 | 73.5 | 5 | |
71 | Murray St. | 49 | 99 | 74.0 | 50 | |
72 | Connecticut | 107 | 45 | 76.0 | 62 | |
73 | Oregon St. | 83 | 69 | 76.0 | 14 | |
74 | Seton Hall | 69 | 83 | 76.0 | 14 | |
75 | Penn St. | 88 | 67 | 77.5 | 21 | |
76 | Richmond | 96 | 60 | 78.0 | 36 | |
77 | Lehigh | 79 | 80 | 79.5 | 1 | |
78 | Colorado St. | 70 | 92 | 81.0 | 22 | |
79 | St. John's | 76 | 87 | 81.5 | 11 | |
80 | Clemson | 90 | 77 | 83.5 | 13 | |
81 | Boise St. | 78 | 89 | 83.5 | 11 | |
82 | Princeton | 94 | 75 | 84.5 | 19 | |
83 | Wichita St | 127 | 46 | 86.5 | 81 | |
84 | Washington St. | 81 | 95 | 88.0 | 14 | |
85 | Illinois St. | 92 | 86 | 89.0 | 6 | |
86 | Middle Tennessee | 97 | 88 | 92.5 | 9 | |
87 | Central Florida | 82 | 106 | 94.0 | 24 | |
88 | Oregon | 98 | 91 | 94.5 | 7 | |
89 | La Salle | 118 | 72 | 95.0 | 46 | |
90 | Northwestern | 102 | 90 | 96.0 | 12 | |
91 | North Dakota St. | 91 | 101 | 96.0 | 10 | |
92 | Marshall | 99 | 93 | 96.0 | 6 | |
93 | Wyoming | 57 | 138 | 97.5 | 81 | |
94 | Georgia | 116 | 81 | 98.5 | 35 | |
95 | Providence | 122 | 78 | 100.0 | 44 | |
96 | North Texas | 93 | 107 | 100.0 | 14 | |
97 | Mercer | 119 | 82 | 100.5 | 37 | |
98 | UTEP | 101 | 102 | 101.5 | 1 | |
99 | DePaul | 105 | 100 | 102.5 | 5 | |
100 | Utah St. | 108 | 98 | 103.0 | 10 | |
101 | South Carolina Upstate | 113 | 97 | 105.0 | 16 | |
102 | Dayton | 109 | 104 | 106.5 | 5 | |
103 | Manhattan | 84 | 131 | 107.5 | 47 | |
104 | Detroit | 87 | 128 | 107.5 | 41 | |
105 | East Carolina | 95 | 120 | 107.5 | 25 | |
106 | Wagner | 103 | 112 | 107.5 | 9 | |
107 | College of Charleston | 80 | 136 | 108.0 | 56 | |
108 | Vermont | 89 | 127 | 108.0 | 38 | |
109 | St. Bonaventure | 121 | 96 | 108.5 | 25 | |
110 | Long Beach St. | 104 | 113 | 108.5 | 9 | |
111 | Louisiana St. | 72 | 153 | 112.5 | 81 | |
112 | Harvard | 155 | 71 | 113.0 | 84 | |
113 | Texas A&M | 112 | 115 | 113.5 | 3 | |
114 | Xavier | 117 | 114 | 115.5 | 3 | |
115 | Fresno St. | 86 | 146 | 116.0 | 60 | |
116 | USC | 45 | 188 | 116.5 | 143 | |
117 | Valparaiso | 106 | 130 | 118.0 | 24 | |
118 | Tulane | 126 | 110 | 118.0 | 16 | |
119 | Nevada | 114 | 122 | 118.0 | 8 | |
120 | Green Bay | 115 | 121 | 118.0 | 6 | |
121 | Evansville | 129 | 111 | 120.0 | 18 | |
122 | Denver | 158 | 84 | 121.0 | 74 | |
123 | Iona | 133 | 109 | 121.0 | 24 | |
124 | South Carolina | 85 | 158 | 121.5 | 73 | |
125 | Montana | 140 | 103 | 121.5 | 37 | |
126 | George Mason | 139 | 105 | 122.0 | 34 | |
127 | Maryland | 111 | 135 | 123.0 | 24 | |
128 | Georgia Tech | 128 | 119 | 123.5 | 9 | |
129 | Florida Gulf Coast | 123 | 125 | 124.0 | 2 | |
130 | Vanderbilt | 181 | 68 | 124.5 | 113 | |
131 | Cleveland St. | 141 | 108 | 124.5 | 33 | |
132 | Old Dominion | 120 | 132 | 126.0 | 12 | |
133 | Delaware | 137 | 116 | 126.5 | 21 | |
134 | Tennessee St. | 110 | 152 | 131.0 | 42 | |
135 | Quinnipiac | 147 | 117 | 132.0 | 30 | |
136 | Northeastern | 125 | 148 | 136.5 | 23 | |
137 | Columbia | 132 | 142 | 137.0 | 10 | |
138 | New Mexico St. | 152 | 124 | 138.0 | 28 | |
139 | Long Island | 144 | 133 | 138.5 | 11 | |
140 | Auburn | 100 | 179 | 139.5 | 79 | |
141 | Southern Miss | 164 | 118 | 141.0 | 46 | |
142 | Indiana St. | 135 | 150 | 142.5 | 15 | |
143 | Georgia St. | 124 | 164 | 144.0 | 40 | |
144 | Oral Roberts | 145 | 145 | 145.0 | 0 | |
145 | Fairfield | 157 | 137 | 147.0 | 20 | |
146 | Air Force | 143 | 151 | 147.0 | 8 | |
147 | Missouri St. | 172 | 123 | 147.5 | 49 | |
148 | Niagara | 156 | 139 | 147.5 | 17 | |
149 | Loyola MD | 169 | 129 | 149.0 | 40 | |
150 | St. Francis NY | 136 | 163 | 149.5 | 27 | |
151 | San Diego | 160 | 140 | 150.0 | 20 | |
152 | Santa Clara | 146 | 154 | 150.0 | 8 | |
153 | Idaho | 142 | 159 | 150.5 | 17 | |
154 | Buffalo | 178 | 126 | 152.0 | 52 | |
155 | Boston College | 171 | 134 | 152.5 | 37 | |
156 | Texas Tech | 131 | 176 | 153.5 | 45 | |
157 | George Washington | 148 | 172 | 160.0 | 24 | |
158 | Louisiana Tech | 159 | 161 | 160.0 | 2 | |
159 | Texas Arlington | 153 | 168 | 160.5 | 15 | |
160 | South Alabama | 134 | 191 | 162.5 | 57 | |
161 | Youngstown St. | 166 | 162 | 164.0 | 4 | |
162 | UAB | 191 | 141 | 166.0 | 50 | |
163 | James Madison | 149 | 184 | 166.5 | 35 | |
164 | Western Kentucky | 154 | 180 | 167.0 | 26 | |
165 | Kent St. | 161 | 174 | 167.5 | 13 | |
166 | Savannah St. | 197 | 143 | 170.0 | 54 | |
167 | UC Irvine | 182 | 160 | 171.0 | 22 | |
168 | Portland | 165 | 182 | 173.5 | 17 | |
169 | Arizona St. | 130 | 218 | 174.0 | 88 | |
170 | Stephen F. Austin | 170 | 178 | 174.0 | 8 | |
171 | Arkansas St. | 183 | 167 | 175.0 | 16 | |
172 | Jacksonville St. | 175 | 175 | 175.0 | 0 | |
173 | Sacred Heart | 176 | 177 | 176.5 | 1 | |
174 | Loyola Marymount | 200 | 155 | 177.5 | 45 | |
175 | Northern Colorado | 187 | 170 | 178.5 | 17 | |
176 | Bowling Green | 194 | 166 | 180.0 | 28 | |
177 | Toledo | 177 | 183 | 180.0 | 6 | |
178 | Oakland | 216 | 149 | 182.5 | 67 | |
179 | Duquesne | 208 | 157 | 182.5 | 51 | |
180 | Weber St. | 179 | 187 | 183.0 | 8 | |
181 | Nebraska | 151 | 216 | 183.5 | 65 | |
182 | Wake Forest | 167 | 201 | 184.0 | 34 | |
183 | Marist | 199 | 169 | 184.0 | 30 | |
184 | Houston | 173 | 195 | 184.0 | 22 | |
185 | Drake | 168 | 204 | 186.0 | 36 | |
186 | Pacific | 180 | 192 | 186.0 | 12 | |
187 | Charlotte | 229 | 144 | 186.5 | 85 | |
188 | Morehead St. | 188 | 185 | 186.5 | 3 | |
189 | Southern Illinois | 138 | 236 | 187.0 | 98 | |
190 | North Florida | 204 | 171 | 187.5 | 33 | |
191 | TCU | 189 | 186 | 187.5 | 3 | |
192 | Elon | 185 | 194 | 189.5 | 9 | |
193 | NC Asheville | 210 | 173 | 191.5 | 37 | |
194 | UC Santa Barbara | 228 | 156 | 192.0 | 72 | |
195 | Stony Brook | 219 | 165 | 192.0 | 54 | |
196 | Stetson | 186 | 199 | 192.5 | 13 | |
197 | Cornell | 196 | 189 | 192.5 | 7 | |
198 | Southern Methodist | 174 | 215 | 194.5 | 41 | |
199 | Hawaii | 150 | 243 | 196.5 | 93 | |
200 | North Dakota | 195 | 203 | 199.0 | 8 | |
201 | Charleston Southern | 252 | 147 | 199.5 | 105 | |
202 | NC Wilmington | 163 | 237 | 200.0 | 74 | |
203 | Milwaukee | 201 | 200 | 200.5 | 1 | |
204 | Cal Poly | 190 | 217 | 203.5 | 27 | |
205 | Mississippi St. | 226 | 193 | 209.5 | 33 | |
206 | Wright St. | 209 | 211 | 210.0 | 2 | |
207 | Florida Atlantic | 193 | 232 | 212.5 | 39 | |
208 | East Tennessee St. | 240 | 190 | 215.0 | 50 | |
209 | Southeast Missouri St. | 211 | 219 | 215.0 | 8 | |
210 | Texas Southern | 184 | 250 | 217.0 | 66 | |
211 | Cal St. Fullerton | 205 | 230 | 217.5 | 25 | |
212 | Coastal Carolina | 230 | 207 | 218.5 | 23 | |
213 | Arkansas Little Rock | 215 | 222 | 218.5 | 7 | |
214 | American | 207 | 231 | 219.0 | 24 | |
215 | Bradley | 206 | 234 | 220.0 | 28 | |
216 | Delaware St. | 236 | 205 | 220.5 | 31 | |
217 | Fordham | 223 | 220 | 221.5 | 3 | |
218 | Texas San Antonio | 231 | 214 | 222.5 | 17 | |
219 | Siena | 241 | 212 | 226.5 | 29 | |
220 | NC Greensboro | 232 | 221 | 226.5 | 11 | |
221 | Tulsa | 274 | 181 | 227.5 | 93 | |
222 | Albany | 213 | 244 | 228.5 | 31 | |
223 | Gardner Webb | 217 | 240 | 228.5 | 23 | |
224 | Lipscomb | 233 | 224 | 228.5 | 9 | |
225 | Western Michigan | 218 | 242 | 230.0 | 24 | |
226 | IPFW | 225 | 235 | 230.0 | 10 | |
227 | Yale | 251 | 210 | 230.5 | 41 | |
228 | Western Illinois | 198 | 264 | 231.0 | 66 | |
229 | Loyola Chicago | 203 | 259 | 231.0 | 56 | |
230 | Louisiana Lafayette | 192 | 272 | 232.0 | 80 | |
231 | William & Mary | 237 | 228 | 232.5 | 9 | |
232 | Wofford | 269 | 198 | 233.5 | 71 | |
233 | Hofstra | 202 | 265 | 233.5 | 63 | |
234 | Western Carolina | 259 | 209 | 234.0 | 50 | |
235 | Seattle | 214 | 254 | 234.0 | 40 | |
236 | Utah | 162 | 309 | 235.5 | 147 | |
237 | San Francisco | 275 | 197 | 236.0 | 78 | |
238 | Ball St. | 235 | 239 | 237.0 | 4 | |
239 | Miami OH | 234 | 241 | 237.5 | 7 | |
240 | Maine | 255 | 223 | 239.0 | 32 | |
241 | Pennsylvania | 285 | 196 | 240.5 | 89 | |
242 | Southern Utah | 221 | 263 | 242.0 | 42 | |
243 | Boston University | 273 | 213 | 243.0 | 60 | |
244 | Rider | 262 | 225 | 243.5 | 37 | |
245 | Canisius | 212 | 276 | 244.0 | 64 | |
246 | Texas St. | 227 | 261 | 244.0 | 34 | |
247 | Holy Cross | 284 | 206 | 245.0 | 78 | |
248 | Mount St. Mary's | 243 | 251 | 247.0 | 8 | |
249 | IUPUI | 267 | 229 | 248.0 | 38 | |
250 | Furman | 260 | 238 | 249.0 | 22 | |
251 | Central Connecticut | 291 | 208 | 249.5 | 83 | |
252 | Rhode Island | 254 | 245 | 249.5 | 9 | |
253 | Campbell | 250 | 249 | 249.5 | 1 | |
254 | Dartmouth | 268 | 233 | 250.5 | 35 | |
255 | Cal St. Bakersfield | 242 | 260 | 251.0 | 18 | |
256 | Rice | 278 | 227 | 252.5 | 51 | |
257 | San Jose St. | 238 | 268 | 253.0 | 30 | |
258 | Jacksonville | 261 | 246 | 253.5 | 15 | |
259 | Liberty | 239 | 269 | 254.0 | 30 | |
260 | Cal St. Northridge | 258 | 253 | 255.5 | 5 | |
261 | Tennessee Tech | 264 | 248 | 256.0 | 16 | |
262 | Army | 220 | 293 | 256.5 | 73 | |
263 | Georgia Southern | 263 | 252 | 257.5 | 11 | |
264 | Florida International | 224 | 295 | 259.5 | 71 | |
265 | VMI | 253 | 266 | 259.5 | 13 | |
266 | Utah Valley | 245 | 277 | 261.0 | 32 | |
267 | Austin Peay | 266 | 256 | 261.0 | 10 | |
268 | Lamar | 303 | 226 | 264.5 | 77 | |
269 | Chattanooga | 247 | 282 | 264.5 | 35 | |
270 | Sam Houston St. | 246 | 286 | 266.0 | 40 | |
271 | Northwestern St. | 277 | 255 | 266.0 | 22 | |
272 | McNeese St. | 288 | 247 | 267.5 | 41 | |
273 | Eastern Kentucky | 244 | 292 | 268.0 | 48 | |
274 | Missouri Kansas City | 257 | 281 | 269.0 | 24 | |
275 | Eastern Michigan | 248 | 291 | 269.5 | 43 | |
276 | UC Davis | 222 | 318 | 270.0 | 96 | |
277 | Monmouth | 282 | 258 | 270.0 | 24 | |
278 | Morgan St. | 265 | 275 | 270.0 | 10 | |
279 | St. Peter's | 286 | 257 | 271.5 | 29 | |
280 | Bethune Cookman | 271 | 274 | 272.5 | 3 | |
281 | Southeastern Louisiana | 249 | 303 | 276.0 | 54 | |
282 | North Carolina Central | 298 | 262 | 280.0 | 36 | |
283 | Sacramento St. | 289 | 271 | 280.0 | 18 | |
284 | Illinois Chicago | 272 | 289 | 280.5 | 17 | |
285 | Eastern Washington | 283 | 278 | 280.5 | 5 | |
286 | Hartford | 296 | 267 | 281.5 | 29 | |
287 | Brown | 279 | 284 | 281.5 | 5 | |
288 | New Hampshire | 281 | 283 | 282.0 | 2 | |
289 | Montana St. | 256 | 311 | 283.5 | 55 | |
290 | Lafayette | 300 | 270 | 285.0 | 30 | |
291 | Troy | 287 | 285 | 286.0 | 2 | |
292 | North Carolina A&T | 270 | 310 | 290.0 | 40 | |
293 | Appalachian St. | 308 | 273 | 290.5 | 35 | |
294 | Jackson St. | 276 | 305 | 290.5 | 29 | |
295 | The Citadel | 292 | 297 | 294.5 | 5 | |
296 | Samford | 302 | 288 | 295.0 | 14 | |
297 | Portland St. | 313 | 279 | 296.0 | 34 | |
298 | South Dakota | 280 | 314 | 297.0 | 34 | |
299 | Pepperdine | 297 | 299 | 298.0 | 2 | |
300 | Bryant | 307 | 290 | 298.5 | 17 | |
301 | Presbyterian | 314 | 287 | 300.5 | 27 | |
302 | Tennessee Martin | 295 | 308 | 301.5 | 13 | |
303 | Radford | 309 | 296 | 302.5 | 13 | |
304 | Howard | 304 | 301 | 302.5 | 3 | |
305 | Norfolk St. | 327 | 280 | 303.5 | 47 | |
306 | High Point | 319 | 294 | 306.5 | 25 | |
307 | MD Baltimore County | 290 | 324 | 307.0 | 34 | |
308 | UC Riverside | 293 | 323 | 308.0 | 30 | |
309 | Hampton | 312 | 304 | 308.0 | 8 | |
310 | Northern Illinois | 321 | 298 | 309.5 | 23 | |
311 | Winthrop | 318 | 302 | 310.0 | 16 | |
312 | Navy | 301 | 321 | 311.0 | 20 | |
313 | Texas A&M CC | 294 | 329 | 311.5 | 35 | |
314 | Prairie View A&M | 311 | 312 | 311.5 | 1 | |
315 | SIU Edwardsville | 325 | 300 | 312.5 | 25 | |
316 | Houston Baptist | 310 | 315 | 312.5 | 5 | |
317 | Idaho St. | 299 | 328 | 313.5 | 29 | |
318 | Nicholls St. | 315 | 313 | 314.0 | 2 | |
319 | Nebraska Omaha | 305 | 327 | 316.0 | 22 | |
320 | Kennesaw St. | 328 | 306 | 317.0 | 22 | |
321 | St. Francis PA | 330 | 307 | 318.5 | 23 | |
322 | Southern | 306 | 332 | 319.0 | 26 | |
323 | Northern Arizona | 316 | 325 | 320.5 | 9 | |
324 | NJIT | 322 | 319 | 320.5 | 3 | |
325 | Central Arkansas | 326 | 316 | 321.0 | 10 | |
326 | Central Michigan | 324 | 322 | 323.0 | 2 | |
327 | Texas Pan American | 320 | 330 | 325.0 | 10 | |
328 | Colgate | 333 | 320 | 326.5 | 13 | |
329 | Binghamton | 317 | 341 | 329.0 | 24 | |
330 | Fairleigh Dickinson | 332 | 326 | 329.0 | 6 | |
331 | Louisiana Monroe | 329 | 331 | 330.0 | 2 | |
332 | Coppin St. | 344 | 317 | 330.5 | 27 | |
333 | Florida A&M | 323 | 340 | 331.5 | 17 | |
334 | Arkansas Pine Bluff | 334 | 333 | 333.5 | 1 | |
335 | Alabama St. | 336 | 336 | 336.0 | 0 | |
336 | Maryland Eastern Shore | 331 | 342 | 336.5 | 11 | |
337 | Mississippi Valley St. | 341 | 334 | 337.5 | 7 | |
338 | Alabama A&M | 340 | 335 | 337.5 | 5 | |
339 | Towson | 337 | 338 | 337.5 | 1 | |
340 | Alcorn St. | 335 | 343 | 339.0 | 8 | |
341 | Eastern Illinois | 343 | 339 | 341.0 | 4 | |
342 | South Carolina St. | 338 | 346 | 342.0 | 8 | |
343 | Chicago St. | 339 | 345 | 342.0 | 6 | |
344 | Longwood | 342 | 344 | 343.0 | 2 | |
345 | Grambling | 345 | 347 | 346.0 | 2 |