For the complete documentation index, see llms.txt. Markdown variants of the ranked boards (dynasty and fantasy rankings for NFL, NBA, MLB and CFB) are available by appending .md to those URLs or by sending Accept: text/markdown; other pages answer 404.
DYNATYZE
Not startedThis page's interactive half has not started on this device. Nothing was read, and nothing was invented in its place. Reload the page.
New England Patriots 29 at Buffalo Bills 26. Final.
Bills -7 upsetO 49.5 ✓
The verdict · 2026 Week 4
New England Patriots 29, Bills 26 — on the last possessions.
It turned at Q4 1:14, 2nd and 6, on Craig Woodson — 28.0 win-probability points to the Patriots on one snap, the largest move of the game.
The snaps that bent it
Bills closed -7 and lost outright — an upset against the closing number.
New England Patriots 29–26 — decided on the final possessions. Biggest swing: Q4 1:14, Patriots +28.0% win probability on one snap.
The biggest swing of the game · Q4 1:14 · 2nd and 6
Craig Woodson
Patriots
(1:14) (Shotgun) 17-J.Allen pass deep left intended for 5-J.Palmer INTERCEPTED by 4-C.Woodson at NE 19. 4-C.Woodson to NE 19 for no gain (5-J.Palmer).
28.0
win-probability points on one snap
The largest move of the game. The two below are drawn against it.
Dee AlfordBillsQ2 0:16(:16) (Shotgun) 10-D.Maye pass short left intended for 87-R.Doubs INTERCEPTED by 23-D.Alford at NE 46. 23-D.Alford to NE 9 for 37 yards (55-J.Wilson).
18.0pts
Efton Chism IIIPatriotsQ4 1:55(1:55) (Shotgun) 10-D.Maye pass deep right to 86-E.Chism for 23 yards, TOUCHDOWN.
21.5pts
What separated them
Staying on schedule
Patriots won this one — 51% of snaps stayed on schedule, against Bills at 40% of snaps stayed on schedule.
Patriotsthe gap went the way the scoreboard did
Red zone
Patriots won this one — 3 touchdowns on 4 trips, against Bills at 2 touchdowns on 5 trips.
Patriotsthe gap went the way the scoreboard did
Running the ball
Bills owned this one and still lost it — +0.15 expected points per carry, against Patriots at -0.07 expected points per carry.
Billsthe gap went the other way from the scoreboard
Throwing the ball
Patriots won this one — +0.37 expected points per dropback, against Bills at +0.07 expected points per dropback.
3 other measures were inside a third of the league's own spread — two clubs doing the same thing, so they are not shown.
Drawn from the officially scored play-by-play, which lands usually within two hours of the final, or the next morning when its release runs late.
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 12.1 win-probability points apart on the average play, and 23 apart at the widest — with the model the more convinced about Patriots.
MarketModelmodel higher on Billshigher on Patriots164 of 172 plays carry both curves
(1:14) (Shotgun) 17-J.Allen pass deep left intended for 5-J.Palmer INTERCEPTED by 4-C.Woodson at NE 19. 4-C.Woodson to NE 19 for no gain (5-J.Palmer).
Swing −28.0 for BillsExpected points −1.73 for BillsThe model had Patriots 6 points higher than the market did.play 162
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
4th · 1:14NE +28% win prob(1:14) (Shotgun) 17-J.Allen pass deep left intended for 5-J.Palmer INTERCEPTED by 4-C.Woodson at NE 19. 4-C.Woodson to NE 19 for no gain (5-J.Palmer).
4th · 1:55BUF +21% win prob(1:55) (Shotgun) 10-D.Maye pass deep right to 86-E.Chism for 23 yards, TOUCHDOWN.
2nd · 0:16NE +18% win prob(:16) (Shotgun) 10-D.Maye pass short left intended for 87-R.Doubs INTERCEPTED by 23-D.Alford at NE 46. 23-D.Alford to NE 9 for 37 yards (55-J.Wilson).
4th · 5:06BUF +16% win prob(5:06) (Shotgun) 17-J.Allen pass short left to 0-K.Coleman to NE 34 for 24 yards (31-K.Byard).
4th · 4:33BUF +15% win prob(4:33) (No Huddle, Shotgun) 17-J.Allen pass deep middle to 0-K.Coleman for 34 yards, TOUCHDOWN.
4th · 13:26BUF +12% win prob(13:26) (Shotgun) 17-J.Allen pass deep left to 0-K.Coleman to NE 20 for 22 yards (28-K.Vildor).
SettledThe modelled figures are the league play-by-play model's, not ours.
How the points landed
The margin ledger
Efton Chism III's 23-yard touchdown catch with 1:55 left in the 4th put New England Patriots ahead for good. It was the last score of the day.
4th11:11Tyler Bass·38-yd field goal38-yard field goalholder T.Doman · snap R.Ferguson+321–20
4th4:33Keon Coleman·34-yd TD catch34-yard touchdown catchfrom Josh Allenfrom Josh Allen · two-point no good+621–26
4th1:55Efton Chism III·23-yd TD catch23-yard touchdown catchfrom Drake Mayefrom Drake Maye · two-point goodLead never changed again+829–26
9 scores · bar length is the lead after each one
Down-to-down truth
Situational splits
Patriotscategory by categoryBills
Patriots4–2Bills
409Total yards340
5.7Yards per play6.2
51%Success rate40%
45%Third-down rate50%
3Red-zone touchdowns2
8Explosive plays8
26First downs16
1Sacks taken1
2Turnovers2
The read
Patriots ahead 4–2 on categories, including the biggest gap of the duel — first downs.
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, ±0.37 points.
Every snapexpected points added per play, all downs
+0.19Patriots: +0.19 expected points added per play
+0.10Bills: +0.10 expected points added per play
Dropping backexpected points added per dropback
+0.37Patriots: +0.37 expected points added per play
+0.07Bills: +0.07 expected points added per play
Running itexpected points added per rush
−0.07Patriots: −0.07 expected points added per play
+0.15Bills: +0.15 expected points added per play
Neither side “wins” volume or play-calling mix, so neither is drawn as a duel: Patriots ran 72 snaps at a 60% dropback rate against Bills’s 55 at 65%. Red-zone trips: Patriots 4, Bills 5.
NotePatriots won the down-to-down efficiency fight: 0.19 expected points added per play vs 0.10.
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.
Too few to read
2 of 12 readings cleared their snap floor in this game, which is under the three this column needs before it will draw the rule. The readings themselves stand.
BUF's early-down pass rate turned over: 41.7% in week 3 against 61.0% here — they ran early then and passed early now, a turn of 2.2 of their own weekly swings across the two.
41 early downs this game, floor 15 — 6 of their games behind the ruler, and their own week-to-week swing is 8.6 points. · +1.0σ from their own normal
NE's pass rate over expected turned over: −7.6 pts in week 3 against +3.9 pts here — they ran more than the situation asked then and threw more than the situation asked now, a turn of 2.4 of their own weekly swings across the two.
71 snaps this game, floor 20 — 7 of their games behind the ruler, and their own week-to-week swing is 4.8 points. · +0.8σ from their own normal
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 -21 pts to 17 pts
leaned — stayed blocked · −5.8 vs their 16.9%, and they swing ±3.6 week to week (−1.60× that swing) · 36 dropbacks
Bills14.0%
right on their number · −2.9 vs their 16.8%, and they swing ±6.0 week to week (−0.48× that swing) · 43 dropbacks
NoteNE's sack or hit rate was the night's one real departure: 11.1%, 5.8 points below their season mean of 16.9% and 1.6 times their own 3.6-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 · 6 inactive · 2 never used
77Ben BrownC · Every snap100%76 snaps
75Alijah Vera-TuckerG · Every snap100%76 snaps
66Will CampbellT · Every snap100%76 snaps
55Jared WilsonC · Every snap100%76 snaps
76Morgan MosesT · Every snap100%76 snaps
10Drake MayeQB · Every snap100%76 snaps
38Rhamondre StevensonRB · Heavy rotation66%50 snaps
87Romeo DoubsWR · Heavy rotation64%49 snaps
85Hunter HenryTE · Heavy rotation64%49 snaps
82Eli RaridonTE · Heavy rotation58%44 snaps
3DeMario DouglasWR · Rotational46%35 snaps
86Efton Chism IIIWR · Rotational45%34 snaps
13Mack HollinsWR · Rotational41%31 snaps
32TreVeyon HendersonRB · Rotational37%28 snaps
74Caleb LomuT · Rotational26%20 snaps
18Kyle WilliamsWR · Rotational25%19 snaps
44Reggie GilliamFB · Situational22%17 snaps
36Cameron LatuTE · Situational3%2 snaps
9Corey KinerRB · Situational3%2 snaps
Inactive · 6
Christian GonzalezCBChanning CanadaCBChristian BarmoreDTBehren MortonQBDametrious CrownoverTTanner ArkinTE
Dressed, never took a snap · 2
Tommy DeVitoQBMatt PryorT
Buffalo Bills
48 dressed · 7 inactive · 2 never used
17Josh AllenQB · Every snap100%59 snaps
70Alec AndersonG · Every snap100%59 snaps
64O'Cyrus TorrenceG · Every snap100%59 snaps
73Dion DawkinsT · Every snap100%59 snaps
79Spencer BrownT · Every snap100%59 snaps
66Connor McGovernC · Every snap100%59 snaps
0Keon ColemanWR · Heavy rotation78%46 snaps
10Khalil ShakirWR · Heavy rotation76%45 snaps
88Dawson KnoxTE · Heavy rotation61%36 snaps
5Josh PalmerWR · Heavy rotation59%35 snaps
4James CookRB · Heavy rotation59%35 snaps
86Dalton KincaidTE · Heavy rotation59%35 snaps
2DJ MooreWR · Rotational39%23 snaps
26Ty JohnsonRB · Rotational32%19 snaps
85Jackson HawesTE · Situational24%14 snaps
7Ray DavisRB · Situational7%4 snaps
19Greg DortchWR · Situational3%2 snaps
83Keleki LatuTE · Situational2%1 snap
Inactive · 7
Christian BenfordCBT.J. SandersDEAr'maj Reed-AdamsGMichael DannaOLBJalon KilgoreSSJude BowryTSkyler BellWR
5 players played under 8 snaps, so their shares read as a dash rather than a number. 4 lines have no expected-points read and sit 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 Bills 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←Bills→
Q1Q2Q3Q4
J.Allen pass−27% win probabilitymoment 4 of 4
(1:14) (Shotgun) 17-J.Allen pass deep left intended for 5-J.Palmer INTERCEPTED by 4-C.Woodson at NE 19. 4-C.Woodson to NE 19 for no gain (5-J.Palmer).
Q4 1:14 · Bills · 2nd & 6 at BUF 40 · gained nothing · -1.73 EP · −27.0% win probability
162 snaps placed · 10 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: 172 plays across 23 drives, manual charting on 167. Everything here paints the morning after the week's games — 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
9 of 23 drives ended in points. The longest march was NE moving 97 yards from the NE 3 for a touchdown. Each bar is the ground a drive actually covered; BUF attacks right, NE attacks left. Hatching marks a trip inside the twenty.
Every snap
Play stream
172 of 172 plays
Team
Quarter
Down
Play type
Expected points added
Event
Charted
Plays shown
172
EPA per play
+0.14
Success rate
48%
Yards
747
Who was on the field
Personnel groupings
No personnel grouping was recorded for this game, so the film shows the play detail without a groupings breakdown rather than a column of dashes.
172 plays · ranked by the win probability each one moved
Every play
Ball
When
Play
Only
Who
172 plays
Bar length is win probability the play moved
1st quarter34 plays
Punt5 plays, from the Bills 33 to the Bills 38
Patriots6Bills0
Patriots7Bills0
Touchdown13 plays, from the Patriots 3 to the Bills 14
The period ended15 plays, from the Bills 38 to the Patriots 19
2nd quarter48 plays
Patriots7Bills6
Patriots7Bills7
Touchdown3 plays, from the Patriots 15 to the Patriots 8
How the play was built
Shotgun, a man in motion.
Five rushed the passer, one of them blitzing, seven in the box.
The sack was on the quarterback.
Fumble lost9 plays, from the Patriots 40 to the Bills 23
Punt4 plays, from the Bills 30 to the Bills 37
Patriots13Bills7
Patriots14Bills7
Touchdown7 plays, from the Patriots 37 to the Bills 1
Patriots14Bills13
Patriots14Bills14
Touchdown13 plays, from the Bills 33 to the Patriots 2
Punt6 plays
Fumble lost2 plays, from the Bills 31 to the Patriots 47
How the play was built
Shotgun, a man in motion.
Four rushed the passer, six in the box.
Thrown on the first read, the ball was not catchable.
Intercepted1 play
Patriots14Bills17
Field goal1 play
The period ended2 plays
3rd quarter41 plays
Patriots20Bills17
Patriots21Bills17
Touchdown17 plays, from the Patriots 27 to the Bills 1
Punt6 plays, from the Bills 34 to the Bills 44
Punt8 plays, from the Patriots 26 to the Patriots 44
Punt4 plays, from the Bills 11 to the Bills 17
Punt4 plays, from the Patriots 37 to the Patriots 46
The period ended2 plays
4th quarter49 plays
How the play was built
Shotgun, nobody in motion.
Four rushed the passer, six in the box.
Thrown on the first read, caught in traffic.
Patriots21Bills20
Field goal9 plays, from the Bills 28 to the Patriots 17
Punt9 plays, from the Patriots 26 to the Patriots 44
How the play was built
Shotgun, a man in motion.
Five rushed the passer, one of them blitzing, six in the box.
Thrown on the second read.
How the play was built
Shotgun, no huddle, nobody in motion.
Four rushed the passer, seven in the box.
Thrown on the first read, from outside the pocket.
Patriots21Bills26
Touchdown6 plays, from the Bills 20 to the Patriots 34
How the play was built
Shotgun, a man in motion.
Five rushed the passer, one of them blitzing, six in the box.
Thrown out of the scramble drill, from outside the pocket, caught in traffic.
Patriots27Bills26
How the play was built
Shotgun, a man in motion.
Four rushed the passer, six in the box.
Thrown out of the scramble drill.
Patriots29Bills26
Touchdown10 plays, from the Patriots 27 to the Bills 23
How the play was built
Shotgun, nobody in motion.
Four rushed the passer, six in the box.
Thrown out of the scramble drill, it should have been intercepted.
Intercepted5 plays, from the Bills 24 to the Bills 40
The period ended10 plays, from the Patriots 19 to the Patriots 33
Win probability is the league play-by-play model, 98.5% of plays · a dash means none was published
The cards are drawn from the charted play-by-play, not live, and each one says so on its face.
Closing number vs result
Betting context
Closing spread
Bills -7
Closing total
49.5
Patriots moneyline
+275
Bills moneyline
-345
Bills closed -7 and lost outright — an upset against the closing number.
Total closed 49.5; the game landed 55 — over by 5.5.
Conditions and crew
Game environment
Venue
Highmark Stadium
Roof / surface
outdoors · grass
Kickoff weather
Mild, 65°F at kickoff; breezy at 12 mph out of the south; 0.01 in of precipitation; light drizzle.
Referee
Bill Vinovich
Rest
Patriots 7 days · Bills 7 days
Coaches
Mike Vrabel vs Sean McDermott
NoteDivision game — familiarity tightens these matchups; closing numbers tend to be sharper.
2nd · 10:14
NE +11% win prob
(10:14) (Shotgun) 10-D.Maye sacked at BUF 30 for -7 yards (sack split by 99-T.Parker and 91-E.Oliver). FUMBLES (99-T.Parker), RECOVERED by BUF-97-G.Gaines at BUF 30.
4th · 3:00BUF +11% win prob(3:00) (Shotgun) 10-D.Maye pass deep right to 86-E.Chism to BUF 28 for 19 yards (1-M.Hairston). ** Injury Update: BUF-94-L.Jackson has returned to the game.