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COLLEGE FOOTBALL
WEEK 6
TBDAI Prediction

UCF Knights @ HOU

Saturday, October 3, 2026

AI Condition Layer Analysis

XGBoost ML model trained on 2019–2025 CFB seasons · 54% confidence

Houston CougarsWIN PROBABILITYUCF Knights
48%
52%

MODEL PICK

UCF Knights

CONFIDENCE

54%

1

Home Edge

3

Neutral

3

Away Edge

Condition Layers (7 factors analyzed)

Cougars 50/10058/100 Knights

Houston Cougars

50/100 — 36-36 over 6 seasons

UCF Knights

58/100 — 49-27 over 6 seasons

HOU rates 50/100 vs UCF Knights at 58/100 — a 8-point gap in program quality.

Cougars 0/1000/100 Knights

Houston Cougars

0-0 (0% win rate)

UCF Knights

0-0 (0% win rate)

HOU is 0-0 vs UCF Knights at 0-0 this season.

Series History (2019–2024)

33
2024
HOU wins4225
2023
Knights wins4126
2022
HOU wins3313
2021
HOU wins2611
2020
Knights wins2722
2019
Knights wins3520

6-Season Program History (2019–2024)

Houston Cougars

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

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, Oct 3, 4:00 AM UTC

Network

TBD

Stadium

Unknown Stadium