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COLLEGE FOOTBALL
WEEK 7
TBDAI PredictionVirginia Tech Hokies @ CAL
Saturday, October 10, 2026
AI Condition Layer Analysis
XGBoost ML model trained on 2019–2025 CFB seasons · 59% confidence
California Golden BearsWIN PROBABILITYVirginia Tech Hokies
46%
54%
MODEL PICK
Virginia Tech Hokies
CONFIDENCE
59%
1
Home Edge
3
Neutral
3
Away Edge
Condition Layers (7 factors analyzed)
Bears 50/10060/100 Hokies
California Golden Bears
50/100 — 36-36 over 6 seasons
Virginia Tech Hokies
60/100 — 35-36 over 6 seasons
CAL rates 50/100 vs Virginia Tech Hokies at 60/100 — a 10-point gap in program quality.
Bears 0/1000/100 Hokies
California Golden Bears
0-0 (0% win rate)
Virginia Tech Hokies
0-0 (0% win rate)
CAL is 0-0 vs Virginia Tech Hokies at 0-0 this season.
Series History (2019–2024)
2–4
2024
CAL wins25 – 18
2023
Hokies wins40 – 32
2022
CAL wins25 – 15
2021
Hokies wins34 – 13
2020
Hokies wins25 – 15
2019
Hokies wins39 – 26
6-Season Program History (2019–2024)
California Golden Bears
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
Virginia Tech Hokies
35-36 overall2019
8-4
2020
5-6
2021
6-6
2022
3-9
2023
7-5
2024
6-6
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 10, 4:00 AM UTC
Network
TBD
Stadium
Unknown Stadium