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Why Not--The ChatGPT Enterprise (Thinking Mode) Score Prediction

1,428 Views | 2 Replies | Last: 4 mo ago by JROD9398
JROD9398
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Never can or will match Raptor's predictions......

Here's a stats-driven prediction for Texas A&M at Missouri (Sat, Nov 8, 2025, 2:30pm CT, Faurot Field). (Houston Chronicle)
What I fed into the model (season to date):
  • Efficiency & scoring:
    • Mizzou: 35.4 ppg; allows 16.8 ppg; 6.12 yds/play on offense; defense allows 4.44 yds/play. (CFB Stats)
    • Texas A&M: 37.8 ppg; allows 23.6 ppg; 6.69 yds/play on offense; defense allows 5.10 yds/play. (CFB Stats)
  • Strength ratings (schedule-adjusted): A&M SRS 23.38 (No. 2), SOS No. 5; Mizzou SRS 11.17 (No. 28), SOS No. 60. (Sports Reference)
  • QB situation: Mizzou starter Beau Pribula suffered a significant leg/ankle injury vs Vanderbilt; freshman Matt Zollers is expected to go. (Reuters)
  • Market baseline for sanity-check: Aggies 6.5, total ~4849.5. (Covers.com)
Method (quick):
I blended each team's scoring with the opponent's defensive allow rate, adjusted for strength of schedule (SRS), added ~2.5 pts HFA to Missouri, and applied a 3 pt offensive adjustment to Mizzou for the QB change. I then ran 200,000 Monte Carlo simulations using a Poisson scoring model.
Simulation outputs
  • Mean score: Texas A&M 27.6 Missouri 21.9
  • Win probability: A&M 77%, Mizzou 19% (4% tied at end of regulation; college OT resolves ties).
  • Cover probability (A&M 6.5): 45%
  • Over 48.5: 55%
  • Median margin: A&M by 6 (IQR: +1 to +10)
My predicted final score: Texas A&M 28, Missouri 21.
Why: A&M's schedule-adjusted quality edge (SRS +12.2 on a neutral), plus Missouri's QB downgrade, outweighs the Tigers' stout defensive metrics (which are partly buoyed by a lighter SOS). This lands right near the consensus spread/total and is consistent with A&M's undefeated profile and recent form. (Sports Reference)
If you want, I can tweak the assumptions (e.g., different QB impact or weather) and re-run the sims for alternate scenarios.
Lateralus Ag
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I think the strength of schedule for Miz should have a higher weight. They have a weak strength of schedule. See Miami going in to LU or SMU.....

JROD9398
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The 200,000 Monte Carlo simulations was interesting....

By the way, here's the prompt if anyone wants to check out other games...

" pretend your an expert statistician and quant mathematician, take all the stats you know this season of the Missouri Tigers football team and the Texas A&M football team. The game is at 2:30pm tomorrow at Tiger's home field. Running simulations, predict the score."
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