Back to CFB Predictions
COLLEGE FOOTBALL
WEEK 3
ESPN2AI PredictionUCF Knights @ Pittsburgh Panthers
Saturday, September 12, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 55% confidence
Pittsburgh PanthersWIN PROBABILITYUCF Knights
48%
52%
MODEL PICK
UCF Knights
CONFIDENCE
55%
3
Home Edge
1
Neutral
3
Away Edge
Condition Layers (7 factors analyzed)
Panthers 63/10058/100 Knights
Pittsburgh Panthers
63/100 — 49-29 over 6 seasons
UCF Knights
58/100 — 49-27 over 6 seasons
Pittsburgh Panthers rates 63/100 vs UCF Knights at 58/100 — a 5-point gap in program quality.
Panthers 0/1000/100 Knights
Pittsburgh Panthers
0-0 (0% win rate)
UCF Knights
0-0 (0% win rate)
Pittsburgh Panthers is 0-0 vs UCF Knights at 0-0 this season.
Series History (2019–2024)
1–5
2024
Knights wins29 – 14
2023
Knights wins37 – 16
2022
Panthers wins45 – 23
2021
Knights wins35 – 26
2020
Knights wins39 – 17
2019
Knights wins37 – 22
6-Season Program History (2019–2024)
Pittsburgh Panthers
49-29 overall2019
8-5
2020
6-5
2021
11-3AP #13
2022
8-6
2023
7-6
2024
9-4
AP Ranked in 1 of 6 seasons
UCF Knights
49-27 overall2019
10-3
2020
6-4
2021
9-4
2022
9-5
2023
6-7
2024
9-4
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, 7:30 PM UTC
Network
ESPN2
Stadium
Acrisure Stadium