Atlanta Falcons at San Francisco 49ers

Before kickoff

ATL

27%

SF

73%

Predicted winner

SF

Confidence

72%

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

13–31

Winner SF. Kickoff was correct.

Why the model leaned this way

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

• Home field+0.8 SF
• Passing defense+0.4 SF
• Scoring+0.3 SF
• Points allowed−0.2 ATL