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二〇二六年

NFL Poll of Polls: Week 4

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  • data-viz
  • nfl
  • statistics

Week 3 produced the season’s strangest Sunday yet. Atlanta went to Green Bay and won by three touchdowns, Chicago beat Philadelphia 27–7, New England lost by 29 in Jacksonville, and Washington knocked off the previously unbeaten Seahawks 33–31. The panel has responded.

For the first time this season there is a new No. 1, and it is unanimous: all eight outlets rate Buffalo first. Cincinnati fell seven places, Las Vegas climbed eight, and the Rams dropped six.

This is the same poll of polls as previous weeks — the week’s rankings standardised and pooled, with every team’s move charted.

Here is where the panel landed after Week 3.

2026 season · Week 4 · poll of polls

One consensus.

Each row is a team. The score is measured in rank standard deviations, so a value of +1.5 is roughly one and a half rank-spreads above the median team. The strip shows where each outlet in the panel placed that team, from first on the left to 32nd on the right. Click a row to see its individual ballots.

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Select any row to see that team's ballots.
# Team Score 95% CI Mean Spread across the panel Panel Field P(No. 1)
interquartile spread of the panel one outlet's rank Scale: 1 → 32, left to right
The panel — agreement with the consensus
Scores are pooled and shrunk toward the panel mean (empirical Bayes). Rank intervals and P(No. 1) come from 4,000 bootstrap resamples over the nine sources. Club marks are the official team logos, used here for identification only. Full derivation, code, and the weekly replication checklist are documented at the end of this post.

Buffalo takes the top spot from Seattle, who drop to fourth after their first loss. San Francisco holds second, Kansas City climbs to third, and Minnesota is the week’s quiet riser, up five to eighth.

The panel was more agreed this week than last, not less: mean pairwise Spearman ρ = 0.937, up from 0.881 in Week 3.

Week 2 → Week 3

Movement

This week’s matchups, priced

Every team plays in Week 4. All 16 games are priced below from the consensus alone, with a sandbox for building any matchup you like.

2026 season · Week 2 · head to head

What the consensus says about this week.

Every game, priced from the poll of polls alone. Win probability is the shaded side. The market column is shown for comparison and was not an input — on this slate the two agree on the favourite in 15 of 16 games.

Or build any matchup
Schedule from nflverse. Closing lines shown for reference only. How these numbers are derived, and how well they hold up, is in the methodology below.

The panel

8 outlets this week. Mean distance from the consensus order, in rank positions:

OutletAnalystMean gapρ vs consensus
Bleacher ReportB/R NFL staff1.120.984
theScoretheScore NFL desk1.250.983
FOX SportsRalph Vacchiano1.560.968
CBS SportsPete Prisco1.690.967
USA TodayNate Davis1.690.969
Sporting NewsVinnie Iyer1.810.964
Sports IllustratedConor Orr2.120.958
Sharp Football AnalysisRaymond Summerlin2.120.947

There is no outlier this week. Every outlet sits within 2.12 positions of the consensus, and the agreement range (ρ 0.947–0.984) is the tightest of the season. Last week Sports Illustrated sat 4.2 positions out; this week Conor Orr’s column is back inside the group, and it is a proper 1–32 ballot again after last week’s list skipped a number and had to be dropped.

Sources and method

Every number above comes from one pipeline. Each outlet’s weekly 1–32 ballot is standardised, pooled in a measurement-error model, shrunk toward the panel mean, and published with a range reflecting how much the outlets actually disagree. The matchups are priced from the consensus score alone, using constants fitted on 6,719 completed regular-season games.

The method, the calibration and the week-by-week replication checklist live with the code rather than in every post:

  • analysis/nfl-power-rankings/SOURCES.md — one section per outlet: URL pattern, cadence, markup and the specific traps. Follow this file to reproduce a week.
  • analysis/nfl-power-rankings/METHODOLOGY.md — both derivations, and what the method does not claim.
  • analysis/nfl-power-rankings/README.md — the pipeline and how to run it.

This week’s panel — eight ballots, every one verified complete:

OutletAnalystThis week’s ballot
CBS SportsPete Priscocbssports.com
FOX SportsRalph Vacchianofoxsports.com
Sports IllustratedConor Orrsi.com
USA TodayNate Davisusatoday.com
Sporting NewsVinnie Iyersportingnews.com
Sharp Football AnalysisRaymond Summerlinsharpfootballanalysis.com
theScoretheScore NFL deskthescore.com
Bleacher ReportB/R NFL staffbleacherreport.com

Two regulars are missing, and neither is a parsing failure:

  • NFL.com had not published a Week 4 column when this ran. The templated slug that worked for weeks 1–3 returns 404, the article is absent from NFL.com’s power-rankings hub, and Nick Shook’s author page still lists only weeks 1–3. On that evidence it is late rather than gone.
  • Neil Reynolds’ NFL.com UK column also had not published. His column runs later in the week than the US desk’s, and in Week 3 it never appeared at all.

ESPN remains absent permanently. Every URL on the site — including the homepage — returns an empty HTTP 202 to a plain request, so it cannot be read unattended.

The panel agreed more tightly than in any previous week: mean pairwise Spearman ρ = 0.933, and all eight outlets put Buffalo first. That is what a clear consensus looks like — worth contrasting with Week 3, when the same pipeline found ρ = 0.881 and a genuine outlier.