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COLLEGE FOOTBALL
WEEK 10
TBDAI PredictionBC @ DUKE
Saturday, October 31, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 62% confidence
Duke Blue DevilsWIN PROBABILITYBoston College Eagles
45%
55%
MODEL PICK
Boston College Eagles
CONFIDENCE
62%
1
Home Edge
5
Neutral
1
Away Edge
Condition Layers (7 factors analyzed)
Devils 50/10050/100 Eagles
Duke Blue Devils
50/100 — 36-36 over 6 seasons
Boston College Eagles
50/100 — 36-36 over 6 seasons
DUKE rates 50/100 vs BC at 50/100 — a 0-point gap in program quality.
Devils 0/1000/100 Eagles
Duke Blue Devils
0-0 (0% win rate)
Boston College Eagles
0-0 (0% win rate)
DUKE is 0-0 vs BC at 0-0 this season.
Series History (2019–2024)
1–5
2024
BC wins37 – 15
2023
BC wins44 – 39
2022
BC wins42 – 27
2021
DUKE wins41 – 30
2020
BC wins25 – 18
2019
BC wins40 – 27
6-Season Program History (2019–2024)
Duke Blue Devils
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
Boston College Eagles
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, Oct 31, 4:00 AM UTC
Network
TBD
Stadium
Unknown Stadium