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COLLEGE FOOTBALL
WEEK 10
TBDAI PredictionArmy Black Knights @ MEM
Saturday, October 31, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 50% confidence
Memphis TigersWIN PROBABILITYArmy Black Knights
50%
50%
MODEL PICK
Army Black Knights
CONFIDENCE
50%
1
Home Edge
5
Neutral
1
Away Edge
Condition Layers (7 factors analyzed)
Tigers 50/10058/100 Knights
Memphis Tigers
50/100 — 36-36 over 6 seasons
Army Black Knights
58/100 — 48-27 over 6 seasons
MEM rates 50/100 vs Army Black Knights at 58/100 — a 8-point gap in program quality.
Tigers 0/1000/100 Knights
Memphis Tigers
0-0 (0% win rate)
Army Black Knights
0-0 (0% win rate)
MEM is 0-0 vs Army Black Knights at 0-0 this season.
Series History (2019–2024)
3–3
2024
MEM wins22 – 14
2023
Knights wins44 – 14
2022
Knights wins34 – 15
2021
MEM wins23 – 15
2020
Knights wins25 – 9
2019
MEM wins35 – 20
6-Season Program History (2019–2024)
Memphis Tigers
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
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
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 31, 4:00 AM UTC
Network
TBD
Stadium
Unknown Stadium