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COLLEGE FOOTBALL
WEEK 3
CBSSNAI Prediction

USF @ 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)

42
2024
Knights wins2110
2023
USF wins4433
2022
Knights wins3829
2021
Knights wins4233
2020
USF wins2316
2019
Knights wins249

6-Season Program History (2019–2024)

Army Black Knights

48-27 overall
2019
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 overall
2019
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