What the Pipeline Noticed

Written by the pipeline's own components from values they measured this build — the market prices, the pool's crowd, the unit grades and the model's own record.

• The pool is heavier on CHI than the market is

  80% of pool entrants have CHI against CAR, while the betting markets price that side at 60% — a gap of 20 points. In a pool you are paid for being right when others are wrong, so a crowded side is worth less than its win probability suggests, and a contrarian one worth more. This is a description of where the entrants are, not advice to fade them.

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• Where the pool is most one-sided

  Across the pool, the heaviest lean is ATL at PIT, where 80% of entrants took the home side. These percentages come from the pool itself and disappear once the week is played, so they are captured before kickoff each week.

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• JAX is the week's biggest favourite

  Across 1 independent markets — the sportsbook line and the prediction exchanges — JAX is priced at 79% to beat CLE. Survivor pools are won by surviving, so the biggest favourite is usually the safest pick of the week and the most expensive team to spend.

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• BUF blocks best, CLE worst

  Graded on the two things a line actually controls: BUF allowed pressure on 20% of dropbacks and averaged 2.90 yards before contact on runs, with 6 linemen playing nearly every snap. CLE sits at 36% pressure allowed and 1.80 yards before contact. Yards before contact is the line's work; what happens after belongs to the back.

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• What the model is actually worth

  Measured on games it never trained on, the model picks 66.7% against the betting market's 66.6%. It does not beat the market and is not presented as though it does. Full working, including everything that failed, is on the Model Evolution page.

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• How much is actually riding on these prices

  The week's game markets carry 751,268 contracts of volume on Kalshi and $564,939 on Polymarket across 16 games. That matters because an untraded market still shows a price: this site only treats a price as a probability when there is real volume and a tight bid-ask behind it, and stores both so the claim can be checked.

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Generated from measured values, each carrying the numbers behind it. Deterministic, not written by a language model — the site builds where no local model exists, and cloud inference is ruled out here.

The Betting Markets

Four independent reads on every game. Vegas is the sportsbook moneyline with the book's margin removed. Kalshi and Polymarket are real exchange prices — what two people agreed on with their own money. Pool is the share of Yahoo entrants on the home side, which is not a probability at all but what the competition actually did.

Every percentage is the chance the home team wins, so one column can be read straight down. A price is only shown when it is backed by real trading — enough volume and a tight enough bid-ask. Untraded markets sit at their default price with a huge spread, and that is an empty order book, not a forecast. This week: 751,268 contracts on Kalshi and $564,939 on Polymarket across 1 games.

Starters Who Will Not Play

The depth chart crossed with the injury report — the pairing that actually moves a pick. A backup on injured reserve and a listed starter ruled out are the same line on an injury report and completely different games. Both halves refresh daily at midnight Eastern.

• ATL @ PITATL Billy Bowman Jr. NB · OutATL Tua Tagovailoa QB · Out
• BAL @ INDBAL Nnamdi Madubuike LDE · Out · graded 66BAL Teddye Buchanan RILB · Out · graded 62
• CHI @ CARCAR Patrick Jones II WLB · Out
• CLE @ JAXCLE Teven Jenkins RG · Out · graded 39
• DEN @ KCKC Chamarri Conner SS · Out · graded 68
• MIA @ LVLV Brock Bowers TE · Out · graded 74
• NE @ SEASEA Ty Okada SS · Out · graded 57
• NO @ DETNO Cameron Jordan LDE · Out · graded 70
• NYJ @ TENNYJ Kene Nwangwu KR · Doubtful · graded 41TEN Cedric Gray WLB · Out · graded 68
• SF @ LALA Aaron Donald RDE · Out
• WAS @ PHIPHI Jonathan Greenard SLB · Out

Depth charts come from the league's own published charts, refreshed daily (latest snapshot 2026-09-13 12:42). Clubs' own injury pages render in the browser and carry no readable table for a build to fetch, so the league-wide feeds are used instead — and that limit is stated rather than worked around.

Where the Markets Disagree

The useful part. A pool is won by being right where other entrants are wrong, so the games worth studying are the ones the four views price differently.

• CHI @ CARPOOL20 pts20 points more of the pool is on CHI than the market's 60% price justifies
• BUF @ HOUPOOL17 pts17 points more of the pool is on BUF than the market's 50% price justifies
• DEN @ KCPOOL17 pts17 points more of the pool is on DEN than the market's 44% price justifies
• GB @ MINPOOL14 pts14 points more of the pool is on GB than the market's 47% price justifies
• ARI @ LACPOOL14 pts14 points more of the pool is on ARI than the market's 21% price justifies

More Headlines

Only stories that bear on a pick — availability, injuries, betting markets, fantasy usage, roster moves and weather. Deduplicated across every feed, and never repeating a story already in the carousel above.

• Devin Singletary totals 10 touches, scores in Week 1fantasy
• Ranking 10 crucial fantasy football winners and losers from Week 1fantasy
• Fantasy football week 1 recap - everything has changedfantasy Hayden Winks,Josh Norris,Matt Harmon,Ray Garvin
• DeMarvion Overshown injury update: Latest news on Cowboys LB's status in Week 1 gameinjury Mike Moraitis
• T.J. Watt imposes his will on Falcons in Week 1 victoryavailability
• Rico Dowdle stymied by Atlanta in his Pittsburgh debutfantasy
• Packers' losing streak without Micah Parsons continuestransaction Charean Williams
• Trey Hendrickson makes a big impact in his first game as a Raventransaction Michael David Smith
• On this day in 2025: Giants lost to DAL 37-402025-09-14 · away
• On this day in 2020: Giants lost to PIT 16-262020-09-14 · home

Week 1 Top Games

Ranked by the tightest posted line — the games the market itself rates closest.

• BUF @ HOUBUF -1.5O/U 44.5 · 2026-09-13
• GB @ MINMIN -1.5O/U 46.5 · 2026-09-13
• NYJ @ TENTEN -1.5O/U 39.5 · 2026-09-13
• DEN @ KCKC -2.5O/U 43.5 · 2026-09-14
• NE @ SEASEA -3O/U 44.5 · 2026-09-09

Across the Site

The current headline numbers from every section, each read from the same real source its own page uses.