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Been working on vibe coding NFL team strengths using modified EPA per play and am happy to report that the best team in the NFL during the 2025 season was the Seattle Seahawks People forget that

Week 1 Power Ratings. Ranks 2-5 all very similar

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Randon NFL thoughts: -I still have no idea if the Bears were good in 2025. They have a huge range of outcomes for 2026 -This thing is probably too low on the Chiefs -Probably too high on the Eagles? -Maybe the Chargers will be good -Hopefully the Seahawks' offense post-Kubiak is still good

Re the bears I’m of the belief it was offense good defense bad (with higher variation due to turnovers) i expect the offense to be similar in 26 but the defense is up in the air

Top 10 teams by end-of-season rating since 2002. Turns out it's hard to make a model that doesn't have the 2025 Seahawks as an all-time team

Love to see a guy like Favre getting to succeed right at the end with the team where he spent most of 20 years. Wait a minute.

Appreciate the analysis. I have one concern. The table and associated data doesn't appear to distinguish the fact that the 2007 Patriots lost the Super Bowl, while the 2025 Seahawks won the Super Bowl. Would you mind re-running the regression and correction it before final release...

The lack of any Chiefs teams is mildly surprising to me. I guess I don't actually think of any of them as all-time teams, but they've had so many good teams I figured one would sneak in