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COLLEGE FOOTBALL
WEEK 3
ESPNUAI PredictionAppalachian State Mountaineers @ ECU
Saturday, September 12, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 54% confidence
East Carolina PiratesWIN PROBABILITYApp State Mountaineers
48%
52%
MODEL PICK
App State Mountaineers
CONFIDENCE
54%
2
Home Edge
3
Neutral
2
Away Edge
Condition Layers (7 factors analyzed)
Pirates 50/10063/100 Mountaineers
East Carolina Pirates
50/100 — 36-36 over 6 seasons
App State Mountaineers
63/100 — 57-19 over 6 seasons
ECU rates 50/100 vs Appalachian State Mountaineers at 63/100 — a 13-point gap in program quality.
Pirates 0/1000/100 Mountaineers
East Carolina Pirates
0-0 (0% win rate)
App State Mountaineers
0-0 (0% win rate)
ECU is 0-0 vs Appalachian State Mountaineers at 0-0 this season.
Series History (2019–2024)
3–3
2024
ECU wins26 – 22
2023
Mountaineers wins48 – 9
2022
ECU wins45 – 22
2021
Mountaineers wins34 – 26
2020
ECU wins33 – 24
2019
Mountaineers wins45 – 37
6-Season Program History (2019–2024)
East Carolina Pirates
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
App State Mountaineers
57-19 overall2019
13-1AP #19
2020
9-3
2021
10-3
2022
11-2
2023
6-6
2024
8-4
AP Ranked in 1 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
ESPNU
Stadium
Unknown Stadium