Finally, the start of the season we’ve all been waiting for. Throw out all the fast times from September, but apply all the lessons learned through the summer and fall. Regional week is here and with it comes the many projections and previews I’ll write.
Just as last year and throughout the season, I’m projecting these using race simulations. Through a season’s worth of speed ratings, one can determine a runner’s average rating and the variability of those ratings. Both those factors are then weighed towards more recent meets, which are then simulated thousands of times using a Monte Carlo analysis (also described by TullyRunners here). Over those thousands of race simulations, one can determine a team’s average place and average score, a runner’s average place, odds on winning, and odds on qualifying.
These are useful in cross country scenarios, where you have consistent runners and those who are a bit more up and down. For example:
| Tanner Time | Tanner Rating | Tanner Avg. | Tanner StDev. |
| 15:30 | 210 | ||
| 15:45 | 205 | ||
| 16:00 | 200 | ||
| 16:15 | 195 | ||
| 16:30 | 190 | 200 | 7.91 |
| MIXCSR Time | MIXCSR Rating | MIXCSR Avg. | MIXCSR StDev. |
| 16:09 | 197 | ||
| 16:12 | 196 | ||
| 16:15 | 195 | ||
| 16:18 | 194 | ||
| 16:21 | 193 | 195 | 1.58 |
Jacob at his best might be faster than I in four of the five races during the season. I’d almost never be All-State in Division 1, but he might contend for a top-5 spot or place 60th.
If we did 20 simulations, this is how it might turn out:
| Race | Tanner Avg. | Tanner StDev | Tanner Rating | MIXCSR Avg. | MIXCSR StDev | MIXCSR Rating |
| 1 | 200 | 7.9 | 202.1 | 195 | 1.6 | 195.6 |
| 2 | 200 | 7.9 | 196.2 | 195 | 1.6 | 194.1 |
| 3 | 200 | 7.9 | 190.0 | 195 | 1.6 | 199.2 |
| 4 | 200 | 7.9 | 193.4 | 195 | 1.6 | 192.5 |
| 5 | 200 | 7.9 | 206.8 | 195 | 1.6 | 195.7 |
| 6 | 200 | 7.9 | 201.8 | 195 | 1.6 | 196.1 |
| 7 | 200 | 7.9 | 171.6 | 195 | 1.6 | 194.9 |
| 8 | 200 | 7.9 | 189.2 | 195 | 1.6 | 195.9 |
| 9 | 200 | 7.9 | 205.5 | 195 | 1.6 | 197.0 |
| 10 | 200 | 7.9 | 203.8 | 195 | 1.6 | 192.6 |
| 11 | 200 | 7.9 | 192.3 | 195 | 1.6 | 196.5 |
| 12 | 200 | 7.9 | 196.9 | 195 | 1.6 | 196.4 |
| 13 | 200 | 7.9 | 198.5 | 195 | 1.6 | 195.6 |
| 14 | 200 | 7.9 | 203.2 | 195 | 1.6 | 194.1 |
| 15 | 200 | 7.9 | 193.9 | 195 | 1.6 | 192.6 |
| 16 | 200 | 7.9 | 199.3 | 195 | 1.6 | 193.2 |
| 17 | 200 | 7.9 | 208.7 | 195 | 1.6 | 194.2 |
| 18 | 200 | 7.9 | 213.7 | 195 | 1.6 | 194.6 |
| 19 | 200 | 7.9 | 212.6 | 195 | 1.6 | 197.1 |
| 20 | 200 | 7.9 | 206.3 | 195 | 1.6 | 193.9 |
I’d win four times, but I’d never have the ability to win a title like he had in Race 18. He’s usually All-State, but may cost his team a title through his effort in Race 7.
The simulations give the possibilities of those scenarios and all the various scoring scripts. A sixth girl that can pop off on any certain day, a reliable boy who always runs 17-flat, you name it. Hopefully, they better elucidate our contenders, qualifiers, and how these races play out over the weekend.
But always remember, races aren’t run on paper or on a computer. These projections are meant to better our sport, give more attention where little is given. Although I take pride in their accuracy, this endeavor would be quite boring if it were always perfect. I look forward to these being proven wrong and I expect to hear about it as well.

GIRLS
Ranked Teams
#11 Auburn Hills Oakland Christian
#19 Royal Oak Shrine
#22 Allen Park Cabrini
Projected Individual Qualifier Cutoff
21st Place
| Projected Place | Team | Avg. Score | Avg. Place | Win % | Top 3 % |
| 1 | Auburn Hills Oakland Christian | 43 | 1.1 | 89 | 95+ |
| 2 | Royal Oak Shrine | 52 | 1.9 | 11 | 95+ |
| 3 | Allen Park Cabrini | 67 | 3.0 | 95+ | |
| 4 | Plymouth Christian Academy | 103 | 4.0 | ||
| 5 | Birmingham Roeper | 144 | 5.2 | ||
| 6 | Southfield Christian | 152 | 6.0 | ||
| 7 | Academy of the Sacred Heart | 162 | 6.8 | ||
| 8 | Austin Catholic | 209 | 8.0 |

| Projected Place | Grade | Name | Team | Avg. Place |
| 1 | 12 | Ava Teed | Allen Park Cabrini | 1.1 |
| 2 | 11 | Eliza Keith | Auburn Hills Oakland Christian | 2.1 |
| 3 | 10 | Madi Hare | Plymouth Christian Academy | 4.6 |
| 4 | 10 | Eleanor Cole | Lutheran Westland | 4.7 |
| 5 | 12 | Leah Zarrilli | Auburn Hills Oakland Christian | 4.8 |
| 6 | 11 | Natalie Gibbs | Birmingham Roeper | 4.9 |
| 7 | 11 | Sarah Goodwin | Auburn Hills Oakland Christian | 7.7 |
| 8 | 9 | Louisa Denks | Royal Oak Shrine | 8.5 |
| 9 | 11 | Rose Losey | Royal Oak Shrine | 9.6 |
| 10 | 12 | Karis Keith | Auburn Hills Oakland Christian | 12.6 |
| 11 | 9 | Josephine Malcolm | Royal Oak Shrine | 13.6 |
| 12 | 11 | Grace Kendziuk | Allen Park Cabrini | 13.6 |
| 13 | 12 | Morgan McNally | Academy of the Sacred Heart | 15.6 |
| 14 | 11 | Annaliese Losey | Royal Oak Shrine | 15.8 |
| 15 | 12 | Grace Ligon | Southfield Christian | 17.0 |
| 16 | 10 | Maya Ferguson | Marine City Cardinal Mooney | 17.1 |
| 17 | 11 | Isobel Malcolm | Royal Oak Shrine | 17.3 |
| 18 | 11 | Tess Tillman | Royal Oak Shrine | 19.0 |
| 19 | 12 | Nicole Teed | Allen Park Cabrini | 19.3 |
| 20 | 9 | Kassie Kozlo | Allen Park Cabrini | 19.3 |
| 21 | 9 | Sydney Erickson | Lutheran Westland | 21.8 |
| 22 | 12 | Leah Kroge | Auburn Hills Oakland Christian | 22.0 |
| 23 | 10 | Clara Groen | Plymouth Christian Academy | 22.8 |
| 24 | 12 | Kaitlyn Jabczenski | Allen Park Cabrini | 23.6 |
| 25 | 12 | Soleil Weaver | Plymouth Christian Academy | 24.0 |
| 26 | 11 | Chloe Surhigh | Royal Oak Shrine | 24.5 |
| 27 | 12 | Emma Smith | Auburn Hills Oakland Christian | 28.2 |
| 28 | 10 | Sarah Abazi | Southfield Christian | 28.9 |
| 29 | 12 | Ella Bush | Riverview Gabriel Richard | 30.9 |
| 30 | 11 | Addison Geisler | New Haven Merritt Academy | 31.7 |
BOYS
Ranked Teams
#13 Marine City Cardinal Mooney
#14 Royal Oak Shrine
#17 Lutheran Westland
#22 Auburn Hills Oakland Christian
Projected Individual Qualifier Cutoff
Any combination of these top-25 outfits could make it, so get yourself into the top-15 and guarantee a spot! And if not, don’t give up.
| Projected Place | Team | Avg. Score | Avg. Place | Win % | Top 3 % |
| 1 | Royal Oak Shrine | 84 | 2.1 | 28 | 93 |
| 2 | Marine City Cardinal Mooney | 84 | 2.3 | 34 | 83 |
| 3 | Lutheran Westland | 87 | 2.4 | 25 | 80 |
| 4 | Auburn Hills Oakland Christian | 93 | 3.2 | 13 | 44 |
| 5 | Riverview Gabriel Richard | 136 | 5.1 | ||
| 6 | Birmingham Roeper | 149 | 6.0 | ||
| 7 | Plymouth Christian Academy | 162 | 7.0 | ||
| 8 | Detroit Frederick Douglass | 183 | 8.0 | ||
| 9 | Allen Park Cabrini | 214 | 9.1 | ||
| 10 | Austin Catholic | 227 | 9.8 | ||
| 11 | New Haven Merritt Academy | 321 | 11.0 | ||
| 12 | Detroit Davis Aerospace | 362 | 12.0 |

| Projected Place | Grade | Name | Team | Avg. Place |
| 1 | 10 | Abenezer Cerone | Royal Oak Shrine | 1.5 |
| 2 | 12 | Tyler Lenn | Marine City Cardinal Mooney | 1.6 |
| 3 | 10 | Emmanuel Mehari | Plymouth Christian Academy | 4.6 |
| 4 | 10 | Rich Fanti | Riverview Gabriel Richard | 5.3 |
| 5 | 12 | Isaac Zammit | Marine City Cardinal Mooney | 5.8 |
| 6 | 9 | Vern Clyne | Auburn Hills Oakland Christian | 7.4 |
| 7 | 10 | Max Brannan | Lutheran Westland | 7.8 |
| 8 | 10 | Joel Johnson | Detroit Frederick Douglass | 8.4 |
| 9 | 10 | Michael Bowker | Royal Oak Shrine | 9.2 |
| 10 | 10 | Andrew Lopez | Royal Oak Shrine | 10.0 |
| 11 | 12 | Evan Sumner | Plymouth Christian Academy | 10.5 |
| 12 | 11 | Tom Shafer | Lutheran Westland | 10.7 |
| 13 | 12 | Luke Douglas | Auburn Hills Oakland Christian | 11.9 |
| 14 | 9 | Jacob Ferdubinski | Riverview Gabriel Richard | 13.5 |
| 15 | 10 | Goni Wong | Birmingham Roeper | 15.7 |
| 16 | 12 | Tommy Abazi | Southfield Christian | 19.4 |
| 17 | 11 | Nico DiPonio | Austin Catholic | 19.7 |
| 18 | 12 | Adrian Smith | Detroit Frederick Douglass | 19.9 |
| 19 | 12 | Max Procissi | Marine City Cardinal Mooney | 20.3 |
| 20 | 12 | Jeffrey McGuire | Lutheran Westland | 20.4 |
| 21 | 9 | Uzziel Thomassen | Auburn Hills Oakland Christian | 21.1 |
| 22 | 10 | Dominic Barretto | Riverview Gabriel Richard | 22.8 |
| 23 | 11 | Evan Jacobs | Marine City Cardinal Mooney | 23.1 |
| 24 | 10 | Caesar Soma | Royal Oak Shrine | 23.4 |
| 25 | 10 | Andrew Abramowicz | Lutheran Westland | 24.8 |
| 26 | 10 | William Storrie | Auburn Hills Oakland Christian | 26.5 |
| 27 | 12 | Joshua Reddypogu | Southfield Christian | 26.8 |
| 28 | 12 | Nathan Betke | Lutheran Westland | 27.9 |
| 29 | 10 | Carter Russelburg | Allen Park Cabrini | 31.4 |
| 30 | 11 | Ralph Kaleniecki | Allen Park Cabrini | 31.8 |
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