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New England Patriots 16 at Cincinnati Bengals 10. Final.
Bengals -8 upset
The verdict · 2024 Week 1
New England Patriots 16, Bengals 10 — with the result never quite settled.
It turned at Q3 13:56, 4th and 4 — 15.0 win-probability points to the Patriots on one snap, the largest move of the game.
The snaps that bent it
The biggest swing of the game · Q3 13:56 · 4th and 4
Unnamed on the sheet
Patriots
(13:56) 17-B.Baringer punts 54 yards to CIN 10, Center-49-J.Cardona. 15-C.Jones to CIN 20 for 10 yards (49-J.Cardona). FUMBLES (49-J.Cardona), RECOVERED by NE-21-J.Hawkins at CIN 24.
U 40.5 ✓
Bengals closed -8 and lost outright — an upset against the closing number.
New England Patriots 16–10. Biggest swing: Q3 13:56, Patriots +15.0% win probability on one snap.
15.0
win-probability points on one snap
The largest move of the game. The two below are drawn against it.
Rhamondre StevensonPatriotsQ2 15:00(15:00) 70-C.Wallace reported in as eligible. 38-R.Stevenson right guard for 3 yards, TOUCHDOWN.
8.0pts
Tanner HudsonPatriotsQ2 5:19(5:19) (Shotgun) 9-J.Burrow pass short middle to 87-T.Hudson to NE 2 for 13 yards (23-K.Dugger). FUMBLES (23-K.Dugger), RECOVERED by NE-25-M.Jones at NE 1. 25-M.Jones to NE 18 for 17 yards (1-J.Chase, 31-Z.Moss).
13.3pts
What separated them
Giveaways
Patriots won this one — no giveaways, against Bengals at 2 giveaways.
Patriotsthe gap went the way the scoreboard did
Throwing the ball
Patriots won this one — +0.05 expected points per dropback, against Bengals at -0.32 expected points per dropback.
Patriotsthe gap went the way the scoreboard did
Explosive plays
Patriots won this one — 5 chunk plays, against Bengals at 2 chunk plays.
Patriotsthe gap went the way the scoreboard did
Running the ball
Bengals owned this one and still lost it — +0.20 expected points per carry, against Patriots at -0.06 expected points per carry.
Bengalsthe gap went the other way from the scoreboard
2 other measures were inside a third of the league's own spread — two clubs doing the same thing, so they are not shown.
1 of the 3 swings name a man the week's roster cannot confirm, so that portrait is withheld.
Drawn from the weekly play-by-play file, which paints on the Monday 4:00 AM ET sync after the game.
The model against the market, the momentum underneath, every drive — scrub to replay it
How the game was won
The model and the market were 13.2 win-probability points apart on the average play, and 26 apart at the widest — with the model the more convinced about Patriots.
MarketModelmodel higher on Bengalshigher on Patriots142 of 153 plays carry both curves
(13:56) 17-B.Baringer punts 54 yards to CIN 10, Center-49-J.Cardona. 15-C.Jones to CIN 20 for 10 yards (49-J.Cardona). FUMBLES (49-J.Cardona), RECOVERED by NE-21-J.Hawkins at CIN 24.
Swing −15.0 for BengalsExpected points −5.49 for BengalsThe model had Patriots 16 points higher than the market did.play 81
The solid line is the betting market's home win probability; the dashed line is the play-by-play model's. The shaded band between them is the disagreement — emerald where the model liked the home team more, red where it liked the away team more. Drag across the curve or use arrow keys to replay the game; gold diamonds mark the biggest swings.
Highest-leverage plays
3rd · 13:56CIN +15% win prob(13:56) 17-B.Baringer punts 54 yards to CIN 10, Center-49-J.Cardona. 15-C.Jones to CIN 20 for 10 yards (49-J.Cardona). FUMBLES (49-J.Cardona), RECOVERED by NE-21-J.Hawkins at CIN 24.
2nd · 5:19NE +13% win prob(5:19) (Shotgun) 9-J.Burrow pass short middle to 87-T.Hudson to NE 2 for 13 yards (23-K.Dugger). FUMBLES (23-K.Dugger), RECOVERED by NE-25-M.Jones at NE 1. 25-M.Jones to NE 18 for 17 yards (1-J.Chase, 31-Z.Moss).
2nd · 15:00CIN +8% win prob(15:00) 70-C.Wallace reported in as eligible. 38-R.Stevenson right guard for 3 yards, TOUCHDOWN.
2nd · 13:27NE +8% win prob(13:27) (Shotgun) 9-J.Burrow sacked at CIN 32 for -5 yards (sack split by 99-K.White and 8-J.Bentley).
4th · 8:25CIN +8% win prob(8:25) (No Huddle, Shotgun) 9-J.Burrow pass deep middle to 1-J.Chase to NE 36 for 28 yards (5-J.Peppers; 23-K.Dugger).
1st · 4:34CIN +8% win prob(4:34) (Shotgun) 7-J.Brissett pass short middle to 3-D.Douglas to CIN 40 for 9 yards (20-D.Turner) [91-T.Hendrickson].
SettledThe modelled figures are the league play-by-play model's, not ours.
How the points landed
The margin ledger
Rhamondre Stevenson's 3-yard rushing touchdown with 15:00 left in the 2nd put New England Patriots ahead for good. The lead never changed over the 5 scores that followed.
Lead
2nd15:00Rhamondre Stevenson·3-yd TD run3-yard rushing touchdownLead never changed again+77–0
2nd0:02Joey Slye·32-yd field goal32-yard field goalholder B.Baringer · snap J.Cardona+310–0
3rd11:37Joey Slye·35-yd field goal35-yard field goalholder B.Baringer · snap J.Cardona+313–0
4th8:50Joey Slye·37-yd field goal37-yard field goalholder B.Baringer · snap J.Cardona+316–7
4th6:18Evan McPherson·51-yd field goal51-yard field goalholder R.Rehkow · snap C.Adomitis+316–10
6 scores · bar length is the lead after each one
Down-to-down truth
Situational splits
Patriotscategory by categoryBengals
Patriots7–1Bengals
292Total yards224
4.8Yards per play4.7
44%Success rate42%
43%Third-down rate45%
1Red-zone touchdowns1
5Explosive plays2
17First downs13
1Sacks taken3
0Turnovers2
The read
Patriots ahead 7–1 on categories, including the biggest gap of the duel — turnovers.
Expected points added, per play
The centre line is an average play. A bar to the right of it is a side that gained more than the situation was worth; a bar to the left is a side that lost ground. All six bars share one scale, ±0.35 points.
Every snapexpected points added per play, all downs
−0.01Patriots: −0.01 expected points added per play
−0.18Bengals: −0.18 expected points added per play
Dropping backexpected points added per dropback
+0.05Patriots: +0.05 expected points added per play
−0.32Bengals: −0.32 expected points added per play
Running itexpected points added per rush
−0.06Patriots: −0.06 expected points added per play
+0.20Bengals: +0.20 expected points added per play
Neither side “wins” volume or play-calling mix, so neither is drawn as a duel: Patriots ran 61 snaps at a 48% dropback rate against Bengals’s 48 at 73%. Red-zone trips: Patriots 4, Bengals 2.
NotePatriots won the down-to-down efficiency fight: -0.01 expected points added per play vs -0.18.
Derived from the play-by-play, no model
The Read
12 of 12 readings cleared their snap floor and were tested against four comparisons: this week's whole slate, the team's own season, the week before, and the team's own ordinary spread. Every bar below is set in that team's own week-to-week swing, never in league points — one team's swing runs 1.6 to 3.1 times the entire league's spread.
lowest in the league that weekAgainst the weekTendencies
NE's early-down pass rate, 34.0%, was the lowest of the 32 team-games charted in week 1 — 3.5 points clear of the next team along.
47 early downs this game, floor 15 — 17 of their games behind the ruler, and their own week-to-week swing is 11.2 points.
The season-grain rooms, pointed at this one game
Was this normal for them?
12 of 12 readings cleared their snap floor. Every deviation below is measured in that team's own game-to-game swing, not in league points — because one game's swing runs from 1.6 to 3.1 times the whole league's spread.
their week-to-week swingall 32 teams
upper band = their week-to-week swing · lower rule = all 32 teams · scale -18 pts to 25 pts
right on their number · −1.6 vs their 10.2%, and they swing ±7.2 week to week (−0.22× that swing) · 35 dropbacks
Bengals24.1%
leaned — got home · +8.8 vs their 15.3%, and they swing ±8.0 week to week (+1.10× that swing) · 29 dropbacks
NoteNE's early-down pass rate was the night's one real departure: 34.0%, 22.3 points below their season mean of 56.3% and 2.0 times their own 11.2-point weekly swing.
The Game Day Roster
Who was out, who dressed and never took a snap, and who was on the field how much. Game-day list and snap counts from the weekly roster and snap feeds. Practice-squad and injured-reserve players are not shown — they were never on the game-day list.
New England Patriots
48 dressed · 8 inactive · 2 never used
71Mike OnwenuG · Every snap100%65 snaps
64Layden RobinsonG · Every snap100%65 snaps
74Mike JordanG · Every snap100%65 snaps
60David AndrewsC · Every snap100%65 snaps
7Jacoby BrissettQB · Every snap100%65 snaps
85Hunter HenryTE · Full-time83%54 snaps
59Vederian LoweT · Full-time82%53 snaps
38Rhamondre StevensonRB · Heavy rotation78%51 snaps
2K.J. OsbornWR · Heavy rotation62%40 snaps
3Demario DouglasWR · Heavy rotation60%39 snaps
11Tyquan ThorntonWR · Heavy rotation58%38 snaps
81Austin HooperTE · Heavy rotation55%36 snaps
1Ja'Lynn PolkWR · Heavy rotation54%35 snaps
70Caedan WallaceT · Rotational28%18 snaps
4Antonio GibsonRB · Situational22%14 snaps
77Chukwuma OkoraforT · Situational18%12 snaps
Inactive · 8
Eric JohnsonDTJontrey HunterLBCurtis JacobsLBJoe Milton IIIQBDemontrey JacobsTZach ThomasTSidy SowTJavon BakerWR
1 player played under 8 snaps, so their shares read as a dash rather than a number. 1 line has no expected-points read and sits off the plane.
Expected points are modelled in full PPR, so the “vs expected” column stays in that unit whichever format the pills are set to. Switching the pills changes the points column, not the plane.
The field map
Every snap, where it happened
The whole game as one hundred yards. The Bengals attack right, the Patriots attack left, so a change of possession is a reversal you can see. Reading down is the order the snaps were played — not the clock, so a two-minute drill gets the same room as any other fourteen snaps. This game is final.
Patriots←Bengals→
Q1Q2Q3Q4
B.Baringer punts+8% win probabilitymoment 3 of 4
(13:56) 17-B.Baringer punts 54 yards to CIN 10, Center-49-J.Cardona. 15-C.Jones to CIN 20 for 10 yards (49-J.Cardona). FUMBLES (49-J.Cardona), RECOVERED by NE-21-J.Hawkins at CIN 24.
Q3 13:56 · Patriots · 4th & 4 at NE 36 · gained nothing · +5.49 EP · +8.4% win probability
140 snaps placed · 13 without a recorded yard line, left off the map · 4 marked moments — the largest win-probability swings, one per drive.
The Film Room · post-game
Post-game film: 153 plays across 18 drives, personnel groupings on 140 snaps, the eleven on the field by name, manual charting on 148. Everything here paints once the weekly sync ingests the game — there is no live play-level feed in this product, so nothing on this page updates while a game is being played.
Possession by possession
The field rail
6 of 18 drives ended in points. The longest march was NE moving 80 yards from the NE 20 for a touchdown. Each bar is the ground a drive actually covered; CIN attacks right, NE attacks left. Hatching marks a trip inside the twenty.
Every snap
Play stream
153 of 153 plays
Team
Quarter
Down
Play type
Expected points added
Event
Charted
Plays shown
153
EPA per play
+0.03
Success rate
46%
Yards
514
Who was on the field
Personnel groupings
Offensive grouping on every pass and run. A group needs five snaps in this game before it gets a number — under that the sample is a coin flip and the cell reads a dash instead. Open any play above to see the eleven men who were actually on the field for it.
Patriots1 RB, 1 TE, 3 WR34-0.0347%
Bengals1 RB, 1 TE, 3 WR33-0.1173%
Bengals1 RB, 2 TE, 2 WR14-0.3050%
Patriots1 RB, 2 TE, 2 WR12-0.1767%
Patriots1 RB, 2 TE, 1 WR10+0.1210%
Patriots1 RB, 1 TE, 2 WR5+0.300%
Bengals0 RB, 2 TE, 3 WR1——
snapsepapass rate
153 plays · ranked by the win probability each one moved
Every play
Ball
When
Play
Only
Who
153 plays
Bar length is win probability the play moved
1st quarter32 plays
Punt5 plays, from the Bengals 35 to the Bengals 43
Punt6 plays, from the Patriots 20 to the Patriots 47
Punt5 plays, from the Bengals 11 to the Bengals 20
The period ended15 plays, from the Patriots 20 to the Bengals 8
2nd quarter44 plays
Patriots6Bengals0
Patriots7Bengals0
Touchdown2 plays
Punt5 plays, from the Bengals 30 to the Bengals 37
Punt4 plays, from the Patriots 17 to the Patriots 18
Fumble lost14 plays, from the Bengals 35 to the Patriots 14
Patriots10Bengals0
Field goal18 plays, from the Patriots 18 to the Bengals 12
3rd quarter38 plays
Punt5 plays, from the Patriots 30 to the Patriots 36
Patriots13Bengals0
Field goal4 plays, from the Bengals 24 to the Bengals 17
Turnover on downs10 plays, from the Bengals 30 to the Patriots 36
Punt4 plays, from the Patriots 35 to the Patriots 42
Patriots13Bengals6
Patriots13Bengals7
Touchdown11 plays, from the Bengals 10 to the Patriots 5
The period ended4 plays, from the Patriots 30 to the Patriots 32
4th quarter39 plays
Patriots16Bengals7
Field goal10 plays, from the Patriots 38 to the Bengals 18
Patriots16Bengals10
Field goal7 plays, from the Bengals 30 to the Patriots 31
Punt7 plays, from the Patriots 30 to midfield
Punt4 plays, from the Bengals 10 to the Bengals 15
The period ended11 plays, from the Patriots 30 to the Bengals 44
Win probability is the league play-by-play model, 98.5% of plays · a dash means none was published