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COLLEGE FOOTBALL
WEEK 3
CBSSNAI PredictionUSF @ Army Black Knights
Saturday, September 12, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 66% confidence
Army Black KnightsWIN PROBABILITYSouth Florida Bulls
57%
43%
MODEL PICK
Army Black Knights
CONFIDENCE
66%
3
Home Edge
4
Neutral
0
Away Edge
Condition Layers (7 factors analyzed)
Knights 58/10050/100 Bulls
Army Black Knights
58/100 — 48-27 over 6 seasons
South Florida Bulls
50/100 — 36-36 over 6 seasons
Army Black Knights rates 58/100 vs USF at 50/100 — a 8-point gap in program quality.
Knights 0/1000/100 Bulls
Army Black Knights
0-0 (0% win rate)
South Florida Bulls
0-0 (0% win rate)
Army Black Knights is 0-0 vs USF at 0-0 this season.
Series History (2019–2024)
4–2
2024
Knights wins21 – 10
2023
USF wins44 – 33
2022
Knights wins38 – 29
2021
Knights wins42 – 33
2020
USF wins23 – 16
2019
Knights wins24 – 9
6-Season Program History (2019–2024)
Army Black Knights
48-27 overall2019
5-8
2020
9-3
2021
9-3
2022
8-4
2023
5-7
2024
12-2
AP Ranked in 0 of 6 seasons
South Florida Bulls
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 12, 4:00 PM UTC
Network
CBSSN
Stadium
Michie Stadium