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COLLEGE FOOTBALL
WEEK 2
ESPNAI PredictionORST @ HOU
Saturday, September 5, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 53% confidence
Houston CougarsWIN PROBABILITYOregon State Beavers
51%
49%
MODEL PICK
Houston Cougars
CONFIDENCE
53%
1
Home Edge
6
Neutral
0
Away Edge
Condition Layers (7 factors analyzed)
Cougars 50/10050/100 Beavers
Houston Cougars
50/100 — 36-36 over 6 seasons
Oregon State Beavers
50/100 — 36-36 over 6 seasons
HOU rates 50/100 vs ORST at 50/100 — a 0-point gap in program quality.
Cougars 0/1000/100 Beavers
Houston Cougars
0-0 (0% win rate)
Oregon State Beavers
0-0 (0% win rate)
HOU is 0-0 vs ORST at 0-0 this season.
Series History (2019–2024)
3–3
2024
HOU wins44 – 25
2023
HOU wins21 – 16
2022
ORST wins44 – 11
2021
ORST wins38 – 13
2020
ORST wins42 – 14
2019
HOU wins23 – 8
6-Season Program History (2019–2024)
Houston Cougars
36-36 overall2019
6-6
2020
6-6
2021
6-6
2022
6-6
2023
6-6
2024
6-6
AP Ranked in 0 of 6 seasons
Oregon State Beavers
36-36 overall2019
6-6
2020
6-6
2021
6-6
2022
6-6
2023
6-6
2024
6-6
AP Ranked in 0 of 6 seasons
About this model: Predictions are generated by an XGBoost machine learning model trained on 6+ years of college football data (2019–2025), including win/loss records, scoring offense/defense, AP rankings, strength of schedule, home field advantage, and head-to-head matchup history. Model historical accuracy: ~68%. For entertainment purposes only.
Game Information
Kickoff
Sat, Sep 5, 4:00 PM UTC
Network
ESPN
Stadium
Unknown Stadium