As mentioned on my previous page, OAF was developed in the summer of 2002. Since I was attempting to design an algorithm that would objectively approximate how the polls evaluated teams at the end of a season, I did not think of using this "system" to predict outcomes until December of 2002. Since post season bowl games are typically held at a neutral site, concerns related to considering home field advantage could be ignored which is imperative since OAF is a ranking (and not a rating type of) system.
I learned about Kenneth Massey's comparison page (listed on the previous web page) and downloaded the rankings of all those systems for 2002. I have now exported the rankings of all those systems into an Excel spreadsheet and have analyzed how all of those systems have done since 2002. (Summaries for those years are contained below, and full pages, with rankings for each team in a bowl game, for each and every system, along with which bowl games which system correctly/incorrectly predicted, are on separate pages. These pages are quite large, and probably will take some time to download if you are really interested in seeing them).
As the table below summarizes, there are quite a few systems on that comparison page, and 38 of them are included in each of these ten years, so how well those systems have performed is summarized a little further down this page. In 2002, only 2 of the 78 systems had 18 right (OAF was one of them!), and that year is strange in the sense that 80% of the systems correctly chose the right team in 14 of the 28 games, but in 12 of the other 14, the correct team was selected in less than 20% of the games. (There were 9 games were all systems were unanimous in their selection, and 6 games went according to plan, and the other 3 must be considered as "upsets". There were 26 systems with 14 correct predictions, and a different 26 systems with 15 right, which is why the median came out as 14.5. The number in the parentheses are the counts for those totals.)
OAF correctly predicted 18 out of 28 games in each of the first three years it existed, which as it turns out, was outstanding in 2002, but only average in 2003 since that was the median number of correct predictions that year. In 2004, there were only 5 systems with more than 18 correct predictions, and 6 others with exactly 18 right. In 2005 OAF underperformed, as it was the first year it didn't achieve 18 correct (only 15-13 ), but it can back strong in 2006 with 22 right out of 32 games, leaving it as the 4th largest overall total of correct predictions of the 43 systems that have appeared on Massey's page from 2002-2008. 2007 was a little lackluster, with only 19 wins, but OAF responded by correctly picking 20 winners in 2008, which tied for 16th overall in 2008, and OAF hit the median total (17) in 2009. As of 2009, OAF was tied for the 4th highest total of correct selections from 2002-2009 (of those same 40 systems). OAF's performance in 2010 and 2011 has moved it down into 14th position, of the 38 teams listed below.
Year | LV Line | # sys. | Avg. # right | MAX. | Median | MIN. | 100% | 0% | > 80% | < 20% | > 50% |
2002 | 15 | 78 | 14.6 | 18(2) | 14.5(52) | 11(2) | 6 | 3 | 14 | 12 | 14 |
2003 | 19 | 97 | 17.8 | 21(6) | 18(31) | 14(4) | 2 | 1 | 12 | 3 | 18 |
2004 | 15 | 99 | 15.8 | 22(1) | 16(32) | 11(1) | 4 | 3 | 10 | 5 | 14 |
2005 | 17 | 104 | 15.654 | 21(1) | 16(20) | 13(5) | 1 | 0 | 10 | 7 | 15 |
2006 | 23 | 99 | 20.555 | 24(1) | 21(29) | 15(1) | 3 | 1 | 15 | 6 | 22 |
2007 | 24 | 116 | 19.354 | 28(1) | 20(24) | 12(2) | 1 | 2 | 16 | 8 | 20 |
2008 | 22 | 109 | 17.03 | 26(1) | 16.5(36) | 12(1) | 1 | 0 | 11 | 9 | 16 |
2009 | 17 | 121 | 17.15 | 24(1) | 17(25) | 13(3) | 2 | 0 | 10 | 11 | 17 |
2010 | 24 | 129 | 20.81 | 26(1) | 21(36) | 16(2) | 3 | 1 | 15 | 8 | 22 |
2011 | 25 | 126 | 22.16 | 29(1) | 22(33) | 18(2) | 5 | 0 | 16 | 5 | 21 |
Here are the summaries for the previous years. (All the large data files that were used to construct the tables below can be found at: 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011.)
# with X wins | X | Systems | with that | many wins | in 2011. |
1 | 29 | RWP | |||
0 | 28 | ||||
1 | 27 | RBA | |||
2 | 26 | KMV, TFG | |||
7 | 25 |
ALB, CGV, |
CMV, | GRR, RTR, | OMY |
11 | 24 | Many! | |||
26 | 23 | More Still! | |||
33 | 22 | ||||
28 | 21 | ||||
12 | 20 | ||||
3 | 19 | ||||
2 | 18 | ||||
126 |
# with X wins | X | Systems | with that | many wins | in 2010. |
1 | 26 | BDF | |||
0 | 25 | ||||
0 | 24 | ||||
16 | 23 | Many! | |||
27 | 22 |
More still! |
|||
36 | 21 | ||||
23 | 20 | ||||
17 | 19 | ||||
6 | 18 | ||||
1 | 17 | ||||
2 | 16 | ||||
129 |
# with X wins | X | Systems | with that | many wins | in 2009. | ||
24 | 1 | PBI | |||||
23 | 1 | KLK | |||||
22 | 2 | KAM, PFZ | |||||
21 | 6 | ARG, DP, | MKV,TRX, | GRL, KMV | |||
20 | 9 | CPA,DES, | GM,GUN, | MAR,MAU | ,MRS,WLK, | CTW | |
19 | 10 | ACR, BIL, | CPR,DKC, | HOW,IMS, | RWP,RT, | SLN,MRK | |
18 | 20 | ||||||
17 | 25 | ||||||
16 | 17 | ||||||
15 | 15 | ||||||
14 | 12 | ||||||
13 | 3 |
# with X wins | X | Systems | with that | many wins | in 2008. |
26 | 1 |
NUT |
|||
25 | 0 | ||||
24 | 5 | BAS, CPA, | DUN, LAW | MOR | |
23 | 1 |
KAM |
|||
22 | 4 | DEZ, BRN, | ERD, PIG | ||
21 | 4 | ACR, MKV, | PFZ, STH | ||
20 | 3 | ASH, OAF, | RTB | ||
19 | 8 | ||||
18 | 9 | ||||
17 | 15 | ||||
16 | 21 | ||||
15 | 23 | ||||
14 | 11 | ||||
13 | 3 | ||||
12 | 1 |
# with X wins | X | Systems | with that | many wins | in 2007 |
1 | 28 | KAM | |||
0 | 25-27 | ||||
2 | 24 | KLK,TRX | |||
8 | 23 | CPA,FEI, | LAW,MKV | ,PFZ,REI, | SLT,SQ |
7 | 22 | BEM,BOB | ,DP,RTH, | SAU,SOL, | WEL |
18 | 21 | ||||
24 | 20 | ||||
15 | 19 | ||||
17 | 18 | ||||
13 | 17 | ||||
3 | 16 | ||||
5 | 15 | ||||
1 | 14 | ||||
0 | 13 | ||||
2 | 12 |
# with X wins | X | Systems | with that | many wins | in 2006. | ||||
1 | 24 | ARG | |||||||
9 | 23 | WLK,HOW, | PSR,WLF, | RW,CNF, | FEI,MAA, | Avg.Rank | |||
16 | 22 | CLA, D1A, | COF,IMS, | MAS,ASH, | DOL,MAT, | RTR,BPI, | RPI,ROH, | GBE,MEA, | MOR,OAF |
29 | 21 | ||||||||
19 | 20 | ||||||||
17 | 19 | ||||||||
6 | 18 | ||||||||
1 | 17 | ||||||||
1 | 15 |
# with X wins | X | Systems | with that | many wins | in 2005. | |
1 | 21 | DWI | ||||
1 | 20 | CPA | ||||
2 | 19 | TRX,PFZ | ||||
7 | 18 | COF,IMS, | BAS,TOY, | GRS,BDF, |
CPR |
|
20 | 17 | |||||
20 | 16 | |||||
26 | 15 | |||||
22 | 14 | |||||
5 | 13 |
# with X wins | X | Systems | with that | many wins in 2004 | ||
1 | 22 | MCK | ||||
0 | 21 | |||||
2 | 20 | ACU,BAS | ||||
2 | 19 | DWI,CMV | ||||
7 | 18 | COF,DAN, | KEE,KLK, | CGV,OAF, | COL | |
14 | 17 | |||||
32 | 16 | |||||
22 | 15 | |||||
13 | 14 | |||||
4 | 13 | |||||
1 | 12 | |||||
1 | 11 |
# with X wins | X | Systems | with that | many wins in 2003 | |
6 | 21 | WAT,DOL, | MCK,MAR, | KGR,KAM | |
7 | 20 | HER,COF, | GRN,SEL, | BIL,LAZ, | BRN |
18 | 19 | ||||
31 | 18 | ||||
16 | 17 | ||||
10 | 16 | ||||
5 | 15 | ||||
4 | 14 |
# with X wins |
X | Systems | with that | many wins in 2002 | |
2 | 18 | OAF, KEL | |||
2 | 17 | CRD,RAN | |||
12 | 16 | ||||
26 | 15 | ||||
26 | 14 | ||||
7 | 13 | ||||
1 | 12 | ||||
2 | 11 |
(KEL and RAN only appear on Massey's rating page in 2002.)
Below is the table for all 37 entries that appear on Kenneth Massey's
comparison page from 2002 to the present (and the "average" of all systems
present"):
(Underlining implies one of the top totals that year, appearing in bold implies
close to the top. The Las Vegas line had 201 right during these ten years.)
An alphabetical list (by rating system acronym) of all systems appearing on Massey's pre-bowl
comparison rating pages can be found directly beneath the table below.
System name as listed | Acronym | Total | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 |
on compare.htm | ||||||||||||
Kambour | KAM | 202 | 13 | 21 | 16 | 15 | 19 | 28 | 23 | 22 | 22 | 23 |
PerformanZ | PFZ | 196 | 15 | 18 | 15 | 19 | 20 | 23 | 21 | 22 | 20 | 23 |
Coffey | COF | 193 | 14 | 20 | 18 | 18 | 22 | 21 | 18 | 18 | 22 | 22 |
Claassen | CLA | 191 | 16 | 18 | 16 | 17 | 22 | 20 | 19 | 18 | 23 | 22 |
Howell | HOW | 189 | 16 | 18 | 15 | 16 | 23 | 20 | 16 | 19 | 23 | 23 |
Dolphin | DOL | 188 | 15 | 21 | 17 | 17 | 22 | 21 | 17 | 17 | 18 | 23 |
Marsee | MAR | 188 | 14 | 21 | 16 | 17 | 19 | 20 | 15 | 20 | 22 | 24 |
Moore | MOR | 187 | 15 | 17 | 15 | 15 | 22 | 17 | 24 | 18 | 23 | 21 |
Born | BRN | 186 | 14 | 20 | 14 | 17 | 21 | 20 | 22 | 18 | 21 | 19 |
Whitlock | WLK | 185 | 14 | 18 | 16 | 14 | 23 | 21 | 15 | 20 | 21 | 23 |
McCormick | MCK | 184 | 16 | 21 | 22 | 16 | 20 | 20 | 15 | 14 | 19 | 21 |
Bassett | BAS | 184 | 11 | 18 | 20 | 18 | 18 | 19 | 24 | 14 | 21 | 21 |
Pigskin | PIG | 183 | 13 | 19 | 16 | 17 | 17 | 17 | 22 | 18 | 21 | 23 |
Overtake&Feedback | OAF | 182 | 18 | 18 | 18 | 15 | 22 | 19 | 20 | 17 | 16 | 19 |
Maurer | MAU | 181 | 13 | 19 | 17 | 15 | 20 | 17 | 17 | 20 | 21 | 22 |
Wilson | WIL | 180 | 15 | 18 | 16 | 15 | 20 | 21 | 15 | 17 | 21 | 22 |
Sagarin | SAG | 180 | 14 | 19 | 15 | 15 | 20 | 21 | 17 | 15 | 21 | 24 |
Rothman | RTH | 180 | 14 | 18 | 15 | 15 | 19 | 22 | 18 | 15 | 20 | 23 |
Bihl | BIH | 180 | 15 | 19 | 15 | 14 | 20 | 18 | 18 | 16 | 22 | 23 |
Ashburn | ASH | 179 | 14 | 17 | 15 | 14 | 22 | 19 | 20 | 16 | 20 | 22 |
DeSimone | DES | 178 | 15 | 17 | 17 | 17 | 18 | 17 | 12 | 20 | 21 | 24 |
Solecismic | SOL | 178 | 15 | 17 | 16 | 15 | 19 | 22 | 15 | 15 | 21 | 23 |
Avg. Rank All Sys. | Avg.Rank | 178 | 14 | 18 | 14 | 15 | 23 | 20 | 16 | 16 | 21 | 21 |
Billingsley | BIL | 178 | 14 | 20 | 17 | 17 | 20 | 16 | 15 | 19 | 22 | 18 |
Self | SEL | 178 | 14 | 20 | 16 | 14 | 18 | 21 | 18 | 16 | 19 | 22 |
Colley | COL | 177 | 16 | 14 | 18 | 16 | 21 | 21 | 16 | 13 | 20 | 22 |
Anderson | AND | 177 | 15 | 14 | 16 | 14 | 21 | 21 | 16 | 18 | 20 | 22 |
Sagarin Elo | SE | 177 | 14 | 18 | 13 | 16 | 20 | 20 | 15 | 17 | 21 | 23 |
Massey | MAS | 177 | 14 | 19 | 15 | 15 | 22 | 18 | 16 | 18 | 18 | 22 |
Mark | MRK | 177 | 15 | 18 | 16 | 16 | 20 | 17 | 15 | 19 | 20 | 21 |
Welch | WEL | 177 | 15 | 15 | 16 | 16 | 22 | 22 | 15 | 15 | 19 | 22 |
Mease | MEA | 176 | 16 | 16 | 16 | 16 | 22 | 18 | 17 | 15 | 19 | 21 |
CSL | CSL | 175 | 16 | 17 | 15 | 16 | 21 | 17 | 15 | 16 | 22 | 20 |
MJS Standings | MJS | 175 | 15 | 15 | 16 | 17 | 21 | 19 | 15 | 14 | 22 | 21 |
Sorenson | SOR | 175 | 14 | 18 | 15 | 15 | 20 | 20 | 17 | 15 | 19 | 22 |
Wobus | WOB | 175 | 16 | 18 | 14 | 15 | 21 | 18 | 16 | 15 | 20 | 22 |
Massey BCS | MB | 173 | 14 | 19 | 15 | 14 | 19 | 20 | 15 | 17 | 20 | 20 |
Wolfe | WOL | 169 | 15 | 17 | 12 | 16 | 21 | 18 | 14 | 16 | 19 | 21 |
Sys. Abrv. | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | Total | games | Pct. |
# games | 28 | 28 | 28 | 28 | 32 | 32 | 34 | 34 | 35 | 35 | 314 | ||
Overall Massey Average | 14 | 18 | 14 | 15 | 23 | 20 | 16 | 16 | 21 | 21 | 178 | 314 | 56.69 |
AB3 | 13 | 21 | 34 | 60 | 56.67 | ||||||||
ABC | 14 | 21 | 19 | 14 | 15 | 21 | 21 | 125 | 230 | 54.35 | |||
ACR | 21 | 19 | 23 | 20 | 83 | 138 | 60.14 | ||||||
ACU | 20 | 17 | 19 | 19 | 18 | 18 | 20 | 22 | 153 | 258 | 59.30 | ||
ALB | 17 | 19 | 25 | 61 | 104 | 58.65 | |||||||
ALD | 18 | 18 | 34 | 52.94 | |||||||||
AND | 15 | 14 | 16 | 14 | 21 | 21 | 16 | 18 | 20 | 22 | 177 | 314 | 56.37 |
ARG | 15 | 19 | 16 | 16 | 24 | 15 | 21 | 23 | 22 | 171 | 282 | 60.64 | |
ARM | 14 | 18 | 17 | 16 | 21 | 16 | 102 | 178 | 57.30 | ||||
ASH | 14 | 17 | 15 | 14 | 22 | 19 | 20 | 14 | 20 | 22 | 177 | 314 | 56.37 |
AUS | 22 | 22 | 35 | 62.86 | |||||||||
BAS | 11 | 18 | 20 | 18 | 18 | 19 | 24 | 21 | 21 | 170 | 280 | 60.71 | |
BCD | 17 | 17 | 14 | 19 | 18 | 14 | 22 | 121 | 217 | 55.76 | |||
BCM | 15 | 15 | 30 | 56 | 53.57 | ||||||||
BCS | 17 | 14 | 15 | 21 | 18 | 15 | 100 | 182 | 54.95 | ||||
BD | 16 | 13 | 29 | 56 | 51.79 | ||||||||
BDF | 18 | 19 | 15 | 19 | 18 | 26 | 21 | 136 | 230 | 59.13 | |||
BEM | 23 | 22 | 45 | 64 | 70.31 | ||||||||
BIH | 15 | 19 | 15 | 14 | 20 | 18 | 18 | 16 | 20 | 23 | 178 | 314 | 56.69 |
BIL | 14 | 20 | 17 | 17 | 20 | 16 | 15 | 19 | 22 | 18 | 178 | 314 | 56.69 |
BMC | 16 | 19 | 19 | 15 | 20 | 89 | 155 | 57.42 | |||||
BNM | 22 | 22 | 35 | 62.86 | |||||||||
BOB | 18 | 13 | 17 | 20 | 22 | 19 | 17 | 22 | 20 | 168 | 286 | 58.74 | |
BPI | 22 | 20 | 19 | 18 | 23 | 21 | 123 | 202 | 60.89 | ||||
BRN | 14 | 20 | 14 | 17 | 21 | 20 | 22 | 18 | 21 | 19 | 186 | 314 | 59.24 |
BSR | 18 | 18 | 32 | 56.25 | |||||||||
BSS | 16 | 16 | 19 | 21 | 72 | 138 | 52.17 | ||||||
BTS | 22 | 22 | 35 | 62.86 | |||||||||
CA | 17 | 16 | 14 | 47 | 100 | 47.00 | |||||||
CFN | 23 | 15 | 18 | 21 | 77 | 135 | 57.04 | ||||||
CGV | 19 | 18 | 16 | 19 | 17 | 18 | 22 | 25 | 154 | 252 | 61.11 | ||
CJB | 23 | 23 | 35 | 65.71 | |||||||||
CLA | 16 | 18 | 16 | 17 | 22 | 20 | 19 | 18 | 23 | 22 | 191 | 314 | 60.83 |
CMV | 19 | 17 | 19 | 19 | 18 | 14 | 17 | 25 | 148 | 258 | 57.36 | ||
COF | 14 | 20 | 18 | 18 | 22 | 21 | 18 | 18 | 22 | 22 | 193 | 314 | 61.46 |
COL | 16 | 14 | 18 | 16 | 21 | 21 | 16 | 13 | 20 | 22 | 177 | 314 | 56.37 |
COV | 18 | 18 | 34 | 52.94 | |||||||||
CPA | 15 | 18 | 15 | 20 | 23 | 24 | 20 | 21 | 24 | 180 | 282 | 63.83 | |
CPR | 14 | 18 | 17 | 18 | 18 | 16 | 19 | 19 | 20 | 159 | 282 | 56.38 | |
CRD | 17 | 16 | 14 | 47 | 84 | 55.95 | |||||||
CSL | 16 | 17 | 15 | 16 | 21 | 17 | 15 | 16 | 22 | 20 | 175 | 314 | 55.73 |
CTN | 16 | 13 | 29 | 56 | 51.79 | ||||||||
CTW | 20 | 22 | 22 | 64 | 104 | 61.54 | |||||||
CUR | 15 | 15 | 30 | 56 | 53.57 | ||||||||
D1A | 16 | 14 | 22 | 20 | 14 | 17 | 21 | 24 | 148 | 258 | 57.36 | ||
DAN | 16 | 18 | 18 | 16 | 68 | 112 | 60.71 | ||||||
DCF | 14 | 14 | 28 | 50.00 | |||||||||
DCI | 16 | 21 | 21 | 58 | 104 | 55.77 | |||||||
DC2 | 17 | 23 | 40 | 69 | 57.97 | ||||||||
DEF | 15 | 15 | 34 | 44.12 | |||||||||
DES | 15 | 17 | 17 | 17 | 18 | 17 | 12 | 20 | 21 | 24 | 178 | 314 | 56.69 |
DEV | 19 | 19 | 32 | 59.38 | |||||||||
DEZ | 22 | 18 | 22 | 21 | 83 | 138 | 60.14 | ||||||
DKC | 17 | 16 | 12 | 14 | 19 | 19 | 97 | 191 | 50.79 | ||||
DOK | 19 | 16 | 14 | 20 | 19 | 15 | 17 | 22 | 23 | 165 | 286 | 57.69 | |
DOL | 15 | 21 | 17 | 17 | 22 | 21 | 17 | 17 | 18 | 23 | 188 | 314 | 59.87 |
DP | 19 | 15 | 14 | 21 | 22 | 19 | 21 | 22 | 22 | 175 | 286 | 61.19 | |
DUN | 14 | 17 | 17 | 19 | 18 | 24 | 16 | 23 | 24 | 172 | 314 | 54.78 | |
DWI | 15 | 18 | 19 | 21 | 21 | 18 | 17 | 22 | 21 | 172 | 280 | 61.43 | |
ECK | 14 | 14 | 16 | 16 | 21 | 81 | 144 | 56.25 | |||||
EL | 19 | 14 | 33 | 66 | 50.00 | ||||||||
ER | 12 | 15 | 14 | 17 | 21 | 20 | 16 | 20 | 135 | 245 | 55.10 | ||
ERD | 15 | 18 | 14 | 17 | 19 | 20 | 22 | 125 | 210 | 59.52 | |||
FEI | 23 | 23 | 16 | 17 | 21 | 23 | 123 | 202 | 60.89 | ||||
FIT | 20 | 17 | 17 | 54 | 98 | 55.10 | |||||||
FLY | 15 | 17 | 32 | 56 | 57.14 | ||||||||
FMG | 14 | 18 | 17 | 14 | 16 | 19 | 20 | 118 | 216 | 54.63 | |||
GBE | 16 | 15 | 23 | 19 | 13 | 16 | 20 | 23 | 145 | 258 | 56.20 | ||
GFM | 14 | 14 | 34 | 41.18 | |||||||||
GM | 16 | 14 | 20 | 20 | 16 | 20 | 106 | 188 | 56.38 | ||||
GMP | 18 | 15 | 13 | 13 | 19 | 78 | 167 | 46.71 | |||||
GRL | 21 | 18 | 19 | 58 | 104 | 55.77 | |||||||
GRM | 16 | 16 | 28 | 57.14 | |||||||||
GRN | 13 | 20 | 14 | 14 | 20 | 19 | 17 | 14 | 131 | 244 | 53.69 | ||
GRR | 25 | 25 | 35 | 71.43 | |||||||||
GRS | 13 | 16 | 17 | 18 | 19 | 16 | 19 | 22 | 140 | 248 | 56.45 | ||
GTF | 14 | 14 | 34 | 41.18 | |||||||||
GUN | 21 | 15 | 20 | 21 | 77 | 135 | 57.04 | ||||||
GUP | 18 | 14 | 16 | 21 | 69 | 116 | 59.48 | ||||||
HAN | 20 | 20 | 32 | 62.50 | |||||||||
HAT | 16 | 14 | 22 | 21 | 73 | 132 | 55.30 | ||||||
HAW | 14 | 19 | 20 | 14 | 67 | 126 | 53.17 | ||||||
HEN | 19 | 23 | 42 | 67 | 62.69 | ||||||||
HER | 15 | 20 | 14 | 14 | 63 | 112 | 56.25 | ||||||
HKB | 17 | 17 | 24 | 58 | 103 | 56.31 | |||||||
HLG | 21 | 24 | 45 | 70 | 64.29 | ||||||||
HNL | 21 | 23 | 44 | 70 | 62.86 | ||||||||
HNM | 14 | 14 | 28 | 50.00 | |||||||||
HOL | 15 | 18 | 33 | 56 | 58.93 | ||||||||
HOW | 16 | 18 | 15 | 16 | 23 | 20 | 16 | 19 | 23 | 23 | 189 | 314 | 60.19 |
HSF | 17 | 17 | 28 | 60.71 | |||||||||
HUB | 15 | 16 | 31 | 56 | 55.36 | ||||||||
IMS | 15 | 18 | 14 | 18 | 22 | 18 | 15 | 19 | 139 | 244 | 56.97 | ||
IPB | 16 | 16 | 34 | 47.06 | |||||||||
ISR | 21 | 16 | 15 | 18 | 21 | 91 | 170 | 53.53 | |||||
JNJ | 18 | 18 | 35 | 51.43 | |||||||||
JNK | 16 | 15 | 21 | 19 | 16 | 18 | 21 | 21 | 147 | 258 | 56.98 | ||
JON | 17 | 17 | 28 | 60.71 | |||||||||
KAM | 13 | 21 | 16 | 15 | 19 | 28 | 23 | 22 | 22 | 23 | 202 | 314 | 64.33 |
KEE | 18 | 14 | 21 | 20 | 19 | 18 | 21 | 22 | 153 | 258 | 59.30 | ||
KEL | 18 | 16 | 15 | 16 | 21 | 21 | 107 | 198 | 54.04 | ||||
KEN | 20 | 20 | 35 | 57.14 | |||||||||
KGR | 15 | 21 | 21 | 57 | 88 | 64.77 | |||||||
KIS | 14 | 16 | 30 | 56 | 53.57 | ||||||||
KKM | 16 | 16 | 34 | 47.06 | |||||||||
KLK | 18 | 15 | 20 | 24 | 19 | 23 | 21 | 24 | 164 | 258 | 63.57 | ||
KMV | 21 | 21 | 26 | 68 | 104 | 65.38 | |||||||
KNT | 17 | 22 | 22 | 61 | 104 | 58.65 | |||||||
KPK | 19 | 20 | 39 | 70 | 55.71 | ||||||||
KR | 16 | 16 | 28 | 57.14 | |||||||||
KRA | 21 | 15 | 17 | 16 | 21 | 22 | 112 | 202 | 55.45 | ||||
LAU | 22 | 22 | 35 | 62.86 | |||||||||
LAW | 16 | 14 | 21 | 23 | 24 | 17 | 22 | 23 | 160 | 258 | 62.02 | ||
LAZ | 20 | 16 | 16 | 21 | 20 | 18 | 17 | 22 | 150 | 251 | 59.76 | ||
LMG | 19 | 19 | 32 | 59.38 | |||||||||
LYD | 18 | 21 | 20 | 59 | 92 | 64.13 | |||||||
MAA | 15 | 15 | 17 | 23 | 19 | 17 | 15 | 20 | 23 | 164 | 286 | 57.34 | |
MAO | 15 | 15 | 34 | 44.12 | |||||||||
MAR | 14 | 21 | 16 | 17 | 19 | 20 | 15 | 20 | 22 | 24 | 188 | 314 | 59.87 |
MAS | 14 | 19 | 15 | 15 | 22 | 18 | 16 | 18 | 18 | 22 | 177 | 314 | 56.37 |
MAT | 15 | 19 | 15 | 14 | 22 | 85 | 144 | 59.03 | |||||
MAU | 13 | 19 | 17 | 15 | 20 | 17 | 17 | 20 | 21 | 22 | 181 | 314 | 57.64 |
MAY | 18 | 18 | 32 | 56.25 | |||||||||
MB | 14 | 19 | 15 | 14 | 19 | 20 | 15 | 17 | 20 | 20 | 173 | 314 | 55.10 |
MCK | 16 | 21 | 22 | 16 | 20 | 20 | 15 | 14 | 19 | 21 | 184 | 314 | 58.60 |
MEA | 16 | 16 | 16 | 16 | 22 | 18 | 17 | 15 | 19 | 21 | 176 | 314 | 56.05 |
MGN | 21 | 16 | 21 | 21 | 79 | 134 | 58.96 | ||||||
MGY | 14 | 19 | 17 | 50 | 90 | 55.56 | |||||||
MIC | 14 | 18 | 32 | 56 | 57.14 | ||||||||
MJS | 15 | 15 | 16 | 17 | 21 | 19 | 15 | 14 | 22 | 21 | 175 | 314 | 55.73 |
MKV | 19 | 14 | 14 | 23 | 21 | 21 | 112 | 184 | 60.87 | ||||
MMY | 15 | 18 | 16 | 15 | 21 | 85 | 144 | 59.03 | |||||
MOR | 15 | 17 | 15 | 15 | 22 | 17 | 24 | 18 | 23 | 21 | 187 | 314 | 59.55 |
MRK | 15 | 18 | 16 | 16 | 20 | 17 | 15 | 19 | 20 | 21 | 177 | 314 | 56.37 |
MRS | 20 | 22 | 42 | 69 | 60.87 | ||||||||
MTN | 17 | 13 | 14 | 44 | 90 | 48.89 | |||||||
MUE | 16 | 16 | 28 | 57.14 | |||||||||
NOA | 16 | 16 | 35 | 45.71 | |||||||||
NOL | 15 | 14 | 17 | 20 | 20 | 86 | 170 | 50.59 | |||||
NOR | 17 | 17 | 28 | 60.71 | |||||||||
NUT | 17 | 13 | 21 | 26 | 18 | 19 | 21 | 135 | 226 | 59.73 | |||
NYT | 16 | 18 | 34 | 56 | 60.71 | ||||||||
OAF | 18 | 18 | 18 | 15 | 22 | 19 | 20 | 17 | 16 | 19 | 182 | 314 | 57.96 |
OMY | 17 | 23 | 25 | 65 | 104 | 62.50 | |||||||
ONV | 14 | 22 | 24 | 60 | 104 | 57.69 | |||||||
OSC | 21 | 21 | 35 | 60.00 | |||||||||
PAY | 17 | 22 | 21 | 60 | 104 | 57.69 | |||||||
PBI | 18 | 24 | 21 | 63 | 103 | 61.17 | |||||||
PFZ | 15 | 18 | 15 | 19 | 20 | 23 | 21 | 22 | 20 | 23 | 196 | 314 | 62.42 |
PGH | 16 | 15 | 20 | 21 | 72 | 138 | 52.17 | ||||||
PIG | 13 | 19 | 16 | 17 | 17 | 17 | 22 | 18 | 21 | 23 | 183 | 314 | 58.28 |
PIR | 23 | 23 | 35 | 65.71 | |||||||||
PKL | 15 | 15 | 32 | 46.88 | |||||||||
PPP | 21 | 23 | 44 | 70 | 62.86 | ||||||||
PR | 14 | 18 | 12 | 13 | 21 | 78 | 161 | 48.45 | |||||
PRZ | 14 | 19 | 33 | 56 | 58.93 | ||||||||
PSR | 16 | 17 | 17 | 23 | 20 | 17 | 17 | 21 | 22 | 170 | 286 | 59.44 | |
PTS | 22 | 21 | 43 | 70 | 61.43 | ||||||||
PUH | 20 | 20 | 32 | 62.50 | |||||||||
RAG | 15 | 16 | 31 | 56 | 55.36 | ||||||||
RAN | 17 | 17 | 28 | 60.71 | |||||||||
RBA | 20 | 27 | 47 | 70 | 67.14 | ||||||||
REI | 16 | 15 | 21 | 23 | 17 | 24 | 116 | 189 | 61.38 | ||||
REN | 19 | 19 | 32 | 59.38 | |||||||||
REW | 20 | 15 | 13 | 19 | 23 | 90 | 170 | 52.94 | |||||
RFL | 21 | 21 | 16 | 14 | 22 | 94 | 167 | 56.29 | |||||
RGB | 20 | 21 | 41 | 70 | 58.57 | ||||||||
RKR | 17 | 17 | 32 | 53.13 | |||||||||
RM | 16 | 16 | 16 | 48 | 84 | 57.14 | |||||||
ROG | 22 | 22 | 44 | 70 | 62.86 | ||||||||
ROH | 16 | 22 | 38 | 60 | 63.33 | ||||||||
RPI | 16 | 22 | 17 | 55 | 120 | 45.83 | |||||||
RSE | 15 | 17 | 16 | 15 | 21 | 17 | 101 | 176 | 57.39 | ||||
RT | 19 | 23 | 23 | 65 | 104 | 62.50 | |||||||
RTB | 20 | 15 | 20 | 23 | 78 | 138 | 56.52 | ||||||
RTH | 14 | 18 | 15 | 15 | 19 | 22 | 18 | 15 | 20 | 23 | 179 | 314 | 57.01 |
RTR | 15 | 17 | 22 | 15 | 15 | 23 | 25 | 132 | 226 | 58.41 | |||
RUD | 14 | 18 | 14 | 15 | 21 | 19 | 16 | 22 | 23 | 162 | 280 | 57.86 | |
RW | 23 | 21 | 15 | 59 | 98 | 60.20 | |||||||
RWL | 17 | 17 | 28 | 60.71 | |||||||||
RWP | 14 | 23 | 29 | 66 | 104 | 63.46 | |||||||
RYN | 16 | 23 | 22 | 61 | 104 | 58.65 | |||||||
S&P | 21 | 21 | 35 | 60.00 | |||||||||
SAG | 14 | 19 | 15 | 15 | 20 | 21 | 17 | 15 | 21 | 24 | 181 | 314 | 57.64 |
SAU | 13 | 19 | 16 | 13 | 22 | 17 | 17 | 22 | 139 | 247 | 56.28 | ||
SCH | 15 | 18 | 21 | 22 | 76 | 132 | 57.58 | ||||||
SCP | 16 | 16 | 28 | 57.14 | |||||||||
SD | 19 | 20 | 18 | 57 | 94 | 60.64 | |||||||
SE | 14 | 18 | 13 | 16 | 20 | 20 | 15 | 17 | 21 | 23 | 177 | 314 | 56.37 |
SEL | 14 | 20 | 16 | 14 | 18 | 21 | 18 | 16 | 19 | 22 | 178 | 314 | 56.69 |
SFX | 17 | 20 | 37 | 69 | 53.62 | ||||||||
SLN | 21 | 17 | 17 | 19 | 21 | 95 | 167 | 56.89 | |||||
SLT | 17 | 17 | 16 | 18 | 23 | 91 | 148 | 61.49 | |||||
SMT | 21 | 21 | 35 | 60.00 | |||||||||
SNS | 14 | 17 | 20 | 51 | 103 | 49.51 | |||||||
SOL | 15 | 17 | 16 | 15 | 19 | 22 | 15 | 15 | 21 | 23 | 178 | 314 | 56.69 |
SOR | 14 | 18 | 15 | 15 | 20 | 20 | 17 | 15 | 19 | 22 | 175 | 314 | 55.73 |
SP | 21 | 19 | 19 | 22 | 23 | 104 | 170 | 61.18 | |||||
SPR | 15 | 19 | 34 | 60 | 56.67 | ||||||||
SPT | 15 | 20 | 35 | 88 | 39.77 | ||||||||
SQ | 13 | 20 | 23 | 56 | 92 | 60.87 | |||||||
STH | 21 | 21 | 17 | 19 | 22 | 100 | 170 | 58.82 | |||||
STN | 21 | 22 | 43 | 70 | 61.43 | ||||||||
STU | 20 | 20 | 40 | 70 | 57.14 | ||||||||
SUN | 14 | 18 | 17 | 23 | 72 | 119 | 60.50 | ||||||
SWT | 14 | 14 | 28 | 50.00 | |||||||||
TAT | 13 | 13 | 28 | 46.43 | |||||||||
TFG | 21 | 26 | 47 | 70 | 67.14 | ||||||||
TMR | 18 | 22 | 40 | 70 | 57.14 | ||||||||
TOL | 16 | 16 | 34 | 47.06 | |||||||||
TOY | 18 | 18 | 28 | 64.29 | |||||||||
TR | 14 | 20 | 14 | 14 | 21 | 21 | 104 | 196 | 53.06 | ||||
TRX | 15 | 19 | 21 | 24 | 16 | 21 | 23 | 139 | 223 | 62.33 | |||
TSR | 16 | 18 | 15 | 17 | 21 | 20 | 107 | 176 | 60.80 | ||||
TSW | 15 | 19 | 11 | 14 | 18 | 15 | 92 | 178 | 51.69 | ||||
TUB | 17 | 17 | 34 | 50.00 | |||||||||
UCS | 17 | 15 | 18 | 20 | 70 | 123 | 56.91 | ||||||
VRN | 16 | 20 | 22 | 58 | 104 | 55.77 | |||||||
WAS | 18 | 23 | 25 | 66 | 104 | 63.46 | |||||||
WAT | 21 | 21 | 28 | 75.00 | |||||||||
WEL | 15 | 15 | 16 | 16 | 22 | 22 | 15 | 15 | 19 | 22 | 177 | 314 | 56.37 |
WIL | 15 | 18 | 16 | 15 | 20 | 21 | 15 | 17 | 21 | 22 | 180 | 314 | 57.32 |
WIS | 19 | 20 | 39 | 64 | 60.94 | ||||||||
WLK | 14 | 18 | 16 | 14 | 23 | 21 | 15 | 20 | 21 | 23 | 185 | 314 | 58.92 |
WOB | 16 | 18 | 14 | 15 | 21 | 18 | 16 | 15 | 20 | 22 | 175 | 314 | 55.73 |
WOL | 15 | 17 | 12 | 16 | 21 | 18 | 14 | 16 | 19 | 21 | 169 | 314 | 53.82 |
WTS | 13 | 21 | 34 | 60 | 56.67 | ||||||||
XWP | 22 | 23 | 45 | 70 | 64.29 | ||||||||
YEA | 16 | 15 | 31 | 56 | 55.36 | ||||||||
YL | 11 | 18 | 29 | 56 | 51.79 | ||||||||
LV Line | 15 | 19 | 15 | 17 | 23 | 24 | 22 | 17 | 24 | 25 | 201 | 314 | 64.01 |
Mean | 14.6 | 17.8 | 15.8 | 15.7 | 20.6 | 19.4 | 17 | 17.1 | 20.8 | 22.2 | 180.9 | 314 | 57.61 |
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