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COLLEGE FOOTBALL
WEEK 2
BTNAI Prediction

NIU @ Iowa Hawkeyes

Saturday, September 5, 2026

AI Condition Layer Analysis

XGBoost ML model trained on 2019–2025 CFB seasons · 79% confidence

Iowa HawkeyesWIN PROBABILITYNorthern Illinois Huskies
62%
38%

MODEL PICK

Iowa Hawkeyes

CONFIDENCE

79%

5

Home Edge

1

Neutral

1

Away Edge

Condition Layers (7 factors analyzed)

Hawkeyes 68/10050/100 Huskies

Iowa Hawkeyes

68/100 — 48-27 over 6 seasons

Northern Illinois Huskies

50/100 — 36-36 over 6 seasons

Iowa Hawkeyes rates 68/100 vs NIU at 50/100 — a 18-point gap in program quality.

Hawkeyes 0/1000/100 Huskies

Iowa Hawkeyes

0-0 (0% win rate)

Northern Illinois Huskies

0-0 (0% win rate)

Iowa Hawkeyes is 0-0 vs NIU at 0-0 this season.

Series History (2019–2024)

51
2024
Hawkeyes wins3927
2023
Hawkeyes wins3614
2022
Hawkeyes wins4429
2021
NIU wins3525
2020
Hawkeyes wins257
2019
Hawkeyes wins3419

6-Season Program History (2019–2024)

Iowa Hawkeyes

48-27 overall
2019
10-4AP #8
2020
6-2
2021
10-4AP #2
2022
8-5
2023
6-7
2024
8-5

AP Ranked in 2 of 6 seasons

Northern Illinois Huskies

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

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 5, 8:15 PM UTC

Network

BTN

Stadium

Kinnick Stadium