Baltimore Ravens at Cleveland Browns

Before kickoff

BAL

72%

CLE

28%

Predicted winner

BAL

Confidence

68%

Snapshot

In-season walk-forward

Stored from information available before kickoff in a walk-forward historical simulation. Kickoff did not publish this pick publicly at the time. Not betting advice.

Final

23–16

Winner BAL. Kickoff was correct.

Why the model leaned this way

Model contributions (standardized feature × coefficient). Not causal explanations.

• Scoring−0.4 BAL
• Passing efficiency+0.4 CLE
• Home field+0.3 CLE
• QB yards/attempt−0.2 BAL