2016 DI NCAA XC Championships

The Computers Say Colorado Women and Arkansas Men Will Win NCAA Titles

The Computers Say Colorado Women and Arkansas Men Will Win NCAA Titles

The Computers Say Colorado Women and Arkansas Men Will Win NCAA Titles

Nov 17, 2016 by Gordon Mack
The Computers Say Colorado Women and Arkansas Men Will Win NCAA Titles
WATCH THE 2016 DI NCAA XC CHAMPIONSHIPS LIVE ON FLOTRACK -- SATURDAY 11/19!

New Mexico assistant coach James Butler developed a program in the fall of 2000 as a collegiate runner to objectively rank cross country individuals based on their season's performances. The rankings are a derivative of the ELO rankings used to rank professional chess players.

The system compares the expected outcome of a race based on the rankings and the actual outcome of the race based on finishing time. It then adjusts the rankings to more closely match the result.

All the runners start with a ranking of 1000. As the computer starts comparing performances those that do better than expected gain points while those that underperform lose points. Once the computer has run through the entire season, the resulting rankings are used and the season is run through several thousand more times.

Eventually, the rankings converge on specific values, that is to say they no longer increase or decrease as the results are run through. These final values are what is used to rank the individuals with team scores derived from the individual rankings.

There is no outside influence on the rankings, the system is only given the results of the 2016 meets and produces the rankings given those results.

2016 Butler Projected Men's Team Scores:

1) Arkansas     	110	6	10	22	24	48
2) Northern Arizona	131	4	14	18	30	65
3) BYU			150	11	20	25	41	53
4) Colorado		150	17	23	27	39	44
5) Syracuse		163	1	15	37	51	59
6) Stanford		187	5	7	43	54	78
7) Mississippi		270	13	16	49	69	123
8) UCLA			286	8	38	62	73	105
9) Portland		287	31	42	50	63	101
10) UTEP		301	19	32	35	75	140
11) Wisconsin		302	9	34	61	92	106
12) Iona		313	21	29	58	102	103
13) Oregon		349	2	47	81	93	126
14) Oklahoma State	387	52	67	70	98	100
15) Boise State		394	26	60	64	113	131
16) Iowa State		411	55	74	79	87	116
17) Michigan State	414	33	40	99	110	132
18) Washington St.	460	46	83	84	122	125
19) Colorado St.	470	28	66	114	115	147
20) Tulsa		483	12	72	86	137	176
21) Southern Utah	491	68	80	96	104	143
22) North Carolina St.	516	3	88	136	141	148
23) Virginia		517	71	94	107	118	127
24) California		598	45	57	135	159	202
25) Mid. Tenn. State	621	36	89	138	178	180
26) Georgetown		648	56	128	139	156	169
27) Illinois		681	108	124	134	149	166
28) Providence		685	82	111	158	161	173
29) Texas		828	129	144	174	185	196
30) Dartmouth		831	142	145	164	182	198
31) Navy		867	121	170	190	191	195

Pl Athlete School Butler Rating
1 Justyn Knight Syracuse 1,133.56
2 Edward Cheserek Oregon 1,132.70
3 George Parsons North Carolina St. 1,129.51
4 Futsum Zienasellassie Northern Arizona 1,127.46
5 Grant Fisher Stanford 1,126.20
6 Andrew Ronoh Arkansas 1,123.18
7 Sean Mcgorty Stanford 1,123.12
8 Ferdinand Edman UCLA 1,122.08
9 Morgan Mcdonald Wisconsin 1,121.71
10 Alex George Arkansas 1,118.80
11 Nicolas Montanez BYU 1,118.67
12 Luke Traynor Tulsa 1,118.45
13 MJ Erb Mississippi 1,117.08
14 Matthew Baxter Northern Arizona 1,117.01
15 Colin Bennie Syracuse 1,116.80
16 Sean Tobin Mississippi 1,116.72
17 John Dressel Colorado 1,116.49
18 Tyler Day Northern Arizona 1,115.67
19 Jonah Koech UTEP 1,114.47
20 Jonathan Harper BYU 1,113.74
21 Gilbert Kirui Iona 1,113.06
22 Jack Bruce Arkansas 1,113.03
23 Zach Perrin Colorado 1,112.85
24 Frankline Tonui Arkansas 1,112.73
25 Rory Linkletter BYU 1,112.54
26 Yusuke Uchikoshi Boise State 1,112.43
27 Ben Saarel Colorado 1,112.35
28 Jerrell Mock Colorado St. 1,112.15
29 Kieran Clements Iona 1,111.83
30 Cory Glines Northern Arizona 1,111.73
31 Nick Hauger Portland 1,111.09
32 Antony Kosgei UTEP 1,110.22
33 Sherod Hardt Michigan State 1,110.04
34 Malachy Schrobilgen Wisconsin 1,109.94
35 Cosmas Boit UTEP 1,109.23
36 Jacob Choge Mid. Tenn. State 1,108.88
37 Philo Germano Syracuse 1,108.75
38 Jonah Diaz UCLA 1,108.69
39 Joe Klecker Colorado 1,108.31
40 Ryan Robinson Michigan State 1,108.25
41 Brayden Mclelland BYU 1,107.85
42 Jeff Thies Portland 1,107.63
43 Garrett Sweatt Stanford 1,107.42
44 Ryan Forsyth Colorado 1,106.98
45 Robert Brandt California 1,106.55
46 John Whelan Washington St. 1,106.44
47 Matthew Maton Oregon 1,105.82
48 Austen Dalquist Arkansas 1,105.54
49 Robert Domanic Mississippi 1,104.74
50 Tim Ball Portland 1,104.73
51 Joel Hubbard Syracuse 1,104.31
52 Joshua Thompson Oklahoma State 1,104.19
53 Clayton Young BYU 1,104.12
54 Thomas Ratcliffe Stanford 1,104.09
55 Thomas Pollard Iowa State 1,103.79
56 Scott Carpenter Georgetown 1,103.69
57 Trent Brendel California 1,103.54
58 Chartt Miller Iona 1,102.38
59 Iliass Aouani Syracuse 1,102.12
60 Miler Haller Boise State 1,102.11
61 Olin Hacker Wisconsin 1,102.02
62 Collin Burke UCLA 1,101.71
63 Stephen Mulherin Portland 1,101.69
64 Michael Vennard Boise State 1,101.55
65 Nathan Weitz Northern Arizona 1,101.54
66 Grant Fischer Colorado St. 1,101.10
67 Sylvester Barus Oklahoma State 1,101.03
68 Matthew Wright Southern Utah 1,100.97
69 Wes Gallagher Mississippi 1,100.70
70 Hassan Abdi Oklahoma State 1,100.60
71 Mike Marsella Virginia 1,100.11
72 Benjamin Preisner Tulsa 1,099.70
73 Austin O'Neil UCLA 1,099.35
74 Kevyn Hoyos Iowa State 1,098.69
75 Michael Saruni UTEP 1,098.59
76 Andy Trouard Northern Arizona 1,098.48
77 Geordie Beamish Northern Arizona 1,098.22
78 Steven Fahy Stanford 1,097.71
79 Josef Andrews Iowa State 1,097.40
80 Kasey Knevelbaard Southern Utah 1,096.36
81 Tanner Anderson Oregon 1,096.24
82 Julian Oakley Providence 1,095.84
83 Michael Williams Washington St. 1,095.72
84 Sam Levora Washington St. 1,095.46
85 Spencer Hanson BYU 1,094.50
86 Henry Pearce Tulsa 1,094.33
87 Andrew Jordan Iowa State 1,093.87
88 Aubrey Myjer North Carolina St. 1,093.80
89 Kigen Chemadi Mid. Tenn. State 1,093.22
90 Jack Keelan Stanford 1,093.10
91 Mitchell Briggs BYU 1,092.73
92 Joe Hardy Wisconsin 1,092.68
93 Sam Prakel Oregon 1,092.30
94 Zach Herriott Virginia 1,092.10
95 Sam Wharton Stanford 1,091.22
96 Aidan Reed Southern Utah 1,091.06
97 Kevin James Syracuse 1,090.87
98 Christian Liddell Oklahoma State 1,090.35
99 Clark Ruiz Michigan State 1,090.27
100 Luis Martinez Oklahoma State 1,089.69
101 Danny Martinez Portland 1,089.58
102 Liam Dee Iona 1,089.41
103 Johannes Motschmann Iona 1,089.26
104 Josh Collins Southern Utah 1,089.02
105 Garrett Reynolds UCLA 1,088.85
106 Russell Sandvold Wisconsin 1,088.81
107 Lachlan Cook Virginia 1,088.79
108 Dylan Lafond Illinois 1,088.67
109 Ben Eidenschink Wisconsin 1,088.63
110 Jesse Hersha Michigan State 1,088.49
111 Hugh Armstrong Providence 1,088.32
112 Reilly Friedman Colorado 1,087.68
113 Chandler Austin Boise State 1,087.61
114 Eric Hamer Colorado St. 1,087.18
115 Cole Rockhold Colorado St. 1,086.90
116 Toby Hardwick Iowa State 1,086.81
117 Timo Goehler Portland 1,086.76
118 Brent Demarest Virginia 1,086.69
119 TJ Hornberger Syracuse 1,086.29
120 Noah Schutte Portland 1,086.28
121 Lucas Stalnaker Navy 1,086.07
122 Nathan Wadhwani Washington St. 1,085.99
123 Craig Engels Mississippi 1,085.85
124 Jonathan Davis Illinois 1,085.35
125 Chandler Teigen Washington St. 1,085.25
126 Levi Thomet Oregon 1,085.04
127 Chase Weaverling Virginia 1,084.67
128 Amos Bartelsmeyer Georgetown 1,084.22
129 Robert Uhr Texas 1,084.18
130 Anthoney Armstrong Oklahoma State 1,084.13
131 Andrew Rafla Boise State 1,083.96
132 Nick Soter Michigan State 1,083.81
133 Cameron Griffith Arkansas 1,083.80
134 Jesse Reiser Illinois 1,083.75
135 Garrett Corcoran California 1,083.66
136 Ben Barrett North Carolina St. 1,083.38
137 Adam Roderique Tulsa 1,083.17
138 Sampson Laari Mid. Tenn. State 1,083.01
139 Christian Alvarado Georgetown 1,082.96
140 Daniel Cheruiyot UTEP 1,082.86
141 Patrick Sheehan North Carolina St. 1,082.80
142 Daniel Salas Dartmouth 1,082.75
143 George Espino Southern Utah 1,082.44
144 Alex Rogers Texas 1,082.19
145 Matt Herzig Dartmouth 1,082.11
146 Christian Martin Colorado 1,081.78
147 Carson Hume Colorado St. 1,081.63
148 Bakri Abushouk North Carolina St. 1,081.06
149 Sean Pengelly Illinois 1,080.94
150 Daniel De La Torre UCLA 1,080.58
151 Andrew Tario Iona 1,079.91
152 Myles Smith UCLA 1,078.47
153 Morgan Beadlescomb Michigan State 1,078.20
154 Anthony Laurita Colorado St. 1,078.10
155 Brandon Allen Iona 1,077.73
156 Michael Clevenger Georgetown 1,077.25
157 Blake Haney Oregon 1,077.07
158 Trevor Crawley Providence 1,076.85
159 Kai Benedict California 1,076.59
160 Oliver Hoare Wisconsin 1,076.49
161 Stephen Robertson Providence 1,075.93
162 Tim Gorman Oregon 1,075.93
163 John Nownes Iowa State 1,075.89
164 Nathaniel Adams Dartmouth 1,075.75
165 Dan Curts Iowa State 1,075.67
166 Zach Dale Illinois 1,075.45
167 Kyle Hosting Arkansas 1,074.96
168 Riley Campbell Boise State 1,074.47
169 Michael Lederhouse Georgetown 1,074.43
170 Ryan Mccoy Navy 1,074.12
171 Daniel Sims Michigan State 1,074.10
172 Derek Gutierrez Mississippi 1,073.49
173 Aaron Hanlon Providence 1,073.26
174 Nate Moore Texas 1,072.59
175 Ryan Manahan Mississippi 1,071.98
176 Isaac Dobos Tulsa 1,071.85
177 Jefferson Abbey Colorado St. 1,071.28
178 Hillary Rono Mid. Tenn. State 1,071.25
179 Sebastian Hanson North Carolina St. 1,071.11
180 Amos Cheruiyot Mid. Tenn. State 1,070.77
181 Dan Lathrop Illinois 1,069.83
182 Connor Clark Dartmouth 1,069.66
183 Paul Ryan Washington St. 1,069.43
184 Alex Gold Illinois 1,069.11
185 Spencer Dodds Texas 1,068.83
186 Matthew Novak Virginia 1,068.43
187 Jake Finney Washington St. 1,068.29
188 Rhys Park Boise State 1,068.21
189 Jonathan Green Georgetown 1,067.86
190 Ryan Speir Navy 1,067.36
191 Cory Donley Navy 1,067.29
192 Aaron Thomas North Carolina St. 1,066.94
193 Brady Olson Southern Utah 1,066.70
194 Jack Van Scoter Georgetown 1,066.16
195 Jake Brophy Navy 1,065.62
196 Connor Hendrickson Texas 1,065.42
197 Alex Corbett Virginia 1,062.47
198 Kyle Dotterer Dartmouth 1,061.87
199 Mitchell Pratt Navy 1,061.58
200 Geoffry Cheruiyot Mid. Tenn. State 1,060.00
201 Julian Heninger Dartmouth 1,058.71
202 Paul Zeiss California 1,056.81
203 John Lawson California 1,056.68
204 Allen Sumrall Texas 1,056.61
205 Eric Kroon Texas 1,056.43
206 Kevin Murray Navy 1,055.45
207 Matthew Fayers Oklahoma State 1,055.39
208 Leland Jones California 1,055.14
209 Dallas Elmore Tulsa 1,054.96
210 Austin Del Rosso Tulsa 1,054.73
211 Liam Kennell Southern Utah 1,053.18
212 Michael O'Leary Providence 1,050.14
213 Quinn Cooney Dartmouth 1,050.04
214 Evans Kiprono UTEP 1,049.59
215 Tom O'Neill Providence 1,045.31
216 Emmanuel Korir UTEP 1,035.13
217 Shadrack Matelong Mid. Tenn. State 1,029.49

2016 Butler Projected Women's Team Scores:

1) Colorado     	78	5	10	12	22	29
2) Stanford 		147	15	19	27	37	49
3) Washington		214	4	7	54	57	92
4) North Carolina St.	223	23	30	48	50	72
5) Portland		270	6	41	62	76	85
6) Oregon		280	9	25	53	84	109
7) Providence		295	36	44	56	77	82
8) San Francisco	316	11	38	68	95	104
9) Arkansas		320	13	45	80	86	96
10) Michigan		330	1	40	75	98	116
11) Penn State		333	16	28	31	126	132
12) Baylor		383	20	24	59	87	193
13) New Mexico		389	3	14	99	114	159
14) Iowa State		398	47	51	63	93	144
15) Notre Dame		417	2	34	81	149	151
16) Eastern Michigan	451	18	55	88	117	173
17) BYU			477	42	90	97	111	137
18) Utah		485	35	101	110	112	127
19) Mississippi		489	65	78	91	122	133
20) Air Force		495	21	63	79	142	190
21) Michigan State	496	26	61	108	147	154
22) UCLA		505	52	74	83	136	160
23) Wisconsin		525	67	69	103	107	179
24) Villanova		539	32	46	131	138	192
25) Harvard		542	17	118	120	124	163
26) Miss State		577	66	100	115	141	155
27) Oklahoma State	585	70	71	130	145	169
28) Missouri		600	8	89	134	167	202
29) Penn		638	43	113	140	166	176
30) Yale		696	121	128	146	148	153
31) Louisville		741	33	143	183	185	197

Pl Athlete School Butler Rating
1 Erin Finn Michigan 1,195.88
2 Anna Rohrer Notre Dame 1,189.96
3 Alice Wright New Mexico 1,180.07
4 Amy-Eloise Neale Washington 1,179.07
5 Erin Clark Colorado 1,174.88
6 Lauren Larocco Portland 1,174.10
7 Charlotte Prouse Washington 1,172.58
8 Karissa Schweizer Missouri 1,171.11
9 Katie Rainsberger Oregon 1,168.54
10 Kaitlyn Benner Colorado 1,166.90
11 Charlotte Taylor San Francisco 1,165.85
12 Dani Jones Colorado 1,165.33
13 Devin Clark Arkansas 1,164.74
14 Calli Thackery New Mexico 1,162.87
15 Fiona O'Keeffe Stanford 1,162.27
16 Tessa Barrett Penn State 1,161.50
17 Courtney Smith Harvard 1,160.17
18 Jordann Mcdermitt Eastern Michigan 1,158.95
19 Vanessa Fraser Stanford 1,158.68
20 Maggie Montoya Baylor 1,157.98
21 Gillespie Carina Air Force 1,157.88
22 Makena Morley Colorado 1,157.83
23 Erika Kemp North Carolina St. 1,157.29
24 Lindsey Bradley Baylor 1,155.72
25 Alli Cash Oregon 1,154.02
26 Alexis Wiersma Michigan State 1,153.74
27 Elise Cranny Stanford 1,153.29
28 Jillian Hunsberger Penn State 1,153.25
29 Mackenzie Caldwell Colorado 1,152.95
30 Rachel Koon North Carolina St. 1,152.07
31 Elizabeth Chikotas Penn State 1,151.67
32 Angel Piccirillo Villanova 1,151.48
33 Dorcas Wasike Louisville 1,150.69
34 Annie Heffernan Notre Dame 1,150.48
35 Grayson Murphy Utah 1,150.34
36 Sarah Collins Providence 1,149.54
37 Christina Aragon Stanford 1,148.89
38 Marie Bouchard San Francisco 1,146.96
39 Sage Hurta Colorado 1,146.01
40 Gina Sereno Michigan 1,145.22
41 Parkes Kendrick Portland 1,144.83
42 Yesenia Silva BYU 1,144.03
43 Ashley Montgomery Penn 1,143.05
44 Brianna Ilarda Providence 1,143.00
45 Taylor Werner Arkansas 1,142.85
46 Siofra Cleirigh Buttner Villanova 1,142.83
47 Anne Frisbie Iowa State 1,142.33
48 Alyssa Rudawsky North Carolina St. 1,142.22
49 Ella Donaghu Stanford 1,141.87
50 Wesley Frazier North Carolina St. 1,141.86
51 Perez Rotich Iowa State 1,141.63
52 Claire Markey UCLA 1,141.48
53 Samantha Nadel Oregon 1,141.21
54 Katie Knight Washington 1,140.62
55 Natalie Cizmas Eastern Michigan 1,139.53
56 Millie Paladino Providence 1,139.31
57 Kaitlyn Neal Washington 1,139.30
58 Tabor Scholl Colorado 1,139.26
59 Peyton Thomas Baylor 1,139.16
60 Danielle Katz Stanford 1,139.09
61 Rachele Schulist Michigan State 1,138.54
62 Anne Luijten Portland 1,138.42
63 Jaci Smith Air Force 1,136.93
64 Erin Hooker Iowa State 1,136.31
65 Mary Alex England Mississippi 1,136.02
66 Rhianwedd Price Miss State 1,135.94
67 Amy Davis Wisconsin 1,135.83
68 Elena Burkard San Francisco 1,135.41
69 Sarah Disanza Wisconsin 1,134.65
70 Kaela Edwards Oklahoma State 1,134.25
71 Michelle Magnani Oklahoma State 1,133.90
72 Ryen Frazier North Carolina St. 1,133.63
73 Elly Henes North Carolina St. 1,133.15
74 Carolina Johnson UCLA 1,133.03
75 Avery Evenson Michigan 1,132.97
76 Anna Farello Portland 1,132.87
77 Katie Lembo Providence 1,132.74
78 Bo Ummels Mississippi 1,132.44
79 Lindy Long Air Force 1,132.38
80 Therese Haiss Arkansas 1,132.26
81 Danielle Aragon Notre Dame 1,131.88
82 Abbey Wheeler Providence 1,131.69
83 Julia Rizk UCLA 1,131.63
84 Jessica Hull Oregon 1,131.56
85 Taryn Rawlings Portland 1,131.34
86 Nikki Hiltz Arkansas 1,130.75
87 Anna West Baylor 1,130.25
88 Alsu Bogdanova Eastern Michigan 1,130.20
89 Jamie Kempfer Missouri 1,129.72
90 Laura Young BYU 1,129.25
91 Emily Bean Mississippi 1,128.22
92 Anna Maxwell Washington 1,128.14
93 Bethanie Brown Iowa State 1,128.07
94 Megan Moye North Carolina St. 1,128.04
95 Weronika Pyzik San Francisco 1,127.31
96 Abby Gray Arkansas 1,126.61
97 Olivia Hoj BYU 1,126.53
98 Jamie Morrissey Michigan 1,126.46
99 Sophie Connor New Mexico 1,126.39
100 Shannon Fair Miss State 1,125.61
101 Hannah Mcinturff Utah 1,125.53
102 Carina Viljoen Arkansas 1,124.70
103 Alicia Monson Wisconsin 1,124.51
104 Isabelle Brauer San Francisco 1,124.50
105 Valerie Reina Arkansas 1,123.91
106 Isobel Batt-Doyle Washington 1,123.80
107 Michelle Lee Wisconsin 1,123.71
108 Holly Bullough Michigan State 1,123.53
109 Maggie Schmaedick Oregon 1,123.31
110 Amanda Gehrich Utah 1,123.23
111 Erica Birk BYU 1,122.85
112 Giselle Slotboom Utah 1,122.75
113 Cleo Whiting Penn 1,121.77
114 Natasha Bernal New Mexico 1,121.49
115 Ffion Price Miss State 1,119.89
116 Madeline Trevisan Michigan 1,119.73
117 Sydney Meyers Eastern Michigan 1,119.13
118 Lisa Tertsch Harvard 1,119.02
119 Emma Abrahamson Oregon 1,118.81
120 Judy Pendergast Harvard 1,118.58
121 Emily Waligurski Yale 1,118.13
122 Shelby Brown Mississippi 1,118.05
123 Nicole Zielinski Washington 1,118.04
124 Erin Dietz Harvard 1,117.96
125 Jaimie Phelan Michigan 1,117.21
126 Greta Lindsley Penn State 1,117.19
127 Poppy Tank Utah 1,116.91
128 Frances Schmiede Yale 1,116.87
129 Ashley Maton Oregon 1,115.57
130 Aurora Dybedokken Oklahoma State 1,115.36
131 Bella Burda Villanova 1,115.35
132 Kathryn Munks Penn State 1,115.24
133 Britt Ummels Mississippi 1,114.39
134 Nicole Mello Missouri 1,113.86
135 Abbie Mcnulty Stanford 1,113.68
136 Cassandra Durgy UCLA 1,113.58
137 Ashleigh Warner BYU 1,113.21
138 Katie Fisher Villanova 1,111.48
139 Claire Borchers Michigan 1,111.11
140 Clarissa Whiting Penn 1,110.41
141 Antonia Hehr Miss State 1,110.18
142 Samantha Skold Air Force 1,110.03
143 Bailey Davis Louisville 1,109.92
144 Branna Macdougall Iowa State 1,109.88
145 Molly Sughroue Oklahoma State 1,109.52
146 Andrea Masterson Yale 1,109.30
147 Amber Way Michigan State 1,109.08
148 Kelli Reagan Yale 1,109.08
149 Lexi Pelletier Notre Dame 1,108.35
150 Courtney Wayment BYU 1,108.05
151 Rachel Dadamio Notre Dame 1,108.03
152 Lauren Mullins Providence 1,107.82
153 Meredith Rizzo Yale 1,107.82
154 Jeralyn Poe Michigan State 1,107.58
155 Stephanie Peterson Miss State 1,105.59
156 Dana Klein Yale 1,105.52
157 Erin Mcdonald Michigan State 1,105.21
158 Tatjana Schulte San Francisco 1,105.07
159 Alex Buck New Mexico 1,104.90
160 Sophie Baird UCLA 1,104.79
161 Emily Scharmann UCLA 1,104.10
162 Jenny Rogers Michigan State 1,104.06
163 Elianna Shwayder Harvard 1,103.68
164 Mathilde Sagnes Portland 1,102.78
165 Hannah Christen Mississippi 1,102.61
166 Erin Feeney Penn 1,102.47
167 Teylar Adelsberger Missouri 1,101.43
168 Anna Braswell Mississippi 1,100.97
169 Savannah Camacho Oklahoma State 1,100.91
170 Abby Caldwell Iowa State 1,100.82
171 Ellie Atkinson Yale 1,100.56
172 Kathryn Fluehr New Mexico 1,099.60
173 Sofie Gallein Eastern Michigan 1,099.39
174 Jenna Wyns Eastern Michigan 1,098.45
175 Mackenzie Barry Providence 1,097.38
176 Abigail Hong Penn 1,097.15
177 Evelyne Guay Iowa State 1,096.50
178 Kristi Rush BYU 1,096.18
179 Shaelyn Sorensen Wisconsin 1,095.79
180 Jackie Garner UCLA 1,095.62
181 Abbie Hetherington Oklahoma State 1,095.12
182 Kendall Kelly New Mexico 1,092.27
183 Caroline Gosser Louisville 1,091.36
184 Sydney Foreman Notre Dame 1,091.08
185 Mia Ross Louisville 1,088.49
186 Sarah Heinemann Wisconsin 1,088.30
187 Grace Mcconnochie Portland 1,086.07
188 Anna Boyert Oklahoma State 1,085.32
189 Frederique Latraverse San Francisco 1,084.19
190 Katherine Burnham Air Force 1,083.97
191 Emma Langer Wisconsin 1,082.57
192 Nicole Hutchinson Villanova 1,082.43
193 Gabrielle Satterlee Baylor 1,081.61
194 Sammy Bockoven Villanova 1,080.01
195 Eliza Rego Harvard 1,077.52
196 Julie Kocjancic Penn State 1,076.69
197 Bailey Beery Louisville 1,073.35
198 Victoria Crawford Penn State 1,072.71
199 Kylene Cochrane Penn 1,072.70
200 Mia Meydrich Miss State 1,071.23
201 Isabel Griffith Penn 1,070.63
202 Kaitlyn Fischer Missouri 1,070.25
203 Ashley Licata Utah 1,069.17
204 Becky Sarmiento Utah 1,067.98
205 Aurilla Wilson Louisville 1,067.87
206 Anna Aldrich Eastern Michigan 1,067.84
207 Lindsey Blanks Air Force 1,067.82
208 Sydni Meunier Notre Dame 1,066.32
209 Jordyn Kleve Missouri 1,066.28
210 Kaley Ciluffo Villanova 1,065.90
211 Adair Gennocro Louisville 1,064.80
212 Brooke Starn Harvard 1,063.00
213 Ellyn Atkinson Missouri 1,053.63
214 Kathryn Foreman Baylor 1,052.61
215 Giulianna Vessa Air Force 1,044.07
216 Emma Tucker Miss State 1,039.16
217 Aaliyah Miller Baylor 1,037.41


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