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WEEK 3
ESPN2AI Prediction

UCF 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)

15
2024
Knights wins2914
2023
Knights wins3716
2022
Panthers wins4523
2021
Knights wins3526
2020
Knights wins3917
2019
Knights wins3722

6-Season Program History (2019–2024)

Pittsburgh Panthers

49-29 overall
2019
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 overall
2019
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