Patriots vs Bills Prediction — NFL Week 4, Oct 4, 2026

Model pick: Bills (74%), locked Oct 4; Patriots won 29–26 (graded a miss).

New England Patriots

2-2

Modelpredicted

18 – 26

Sun, Oct 4, 1:00 PM ET

Highmark Stadium · 65° · 12 mph wind

Division game

Final

Buffalo Bills

3-1

MarketSpread BUF -7 (opened BUF -3)Total 49.5Moneyline NE +275 · BUF -3258 books · best NE +280 FanDuel · BUF -325 BetMGM

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The pick

locked before kickoff

Win chance

74%Buffalo BillsStrong✗

Built on the market's no-vig price. Model alone: Buffalo Bills 71%.

Model margin

BUF by 7.5market BUF by 7

Model total

44.1 pointsmarket 49.5

Why the model calls it

The model has Buffalo Bills at 74% to win, with the market at BUF by 7.
Quarterback: the pick was locked with Drake Maye starting for New England Patriots, and the model prices that in.
BUF has the advantage in rushing: BUF rushing ranks #4, NE defends it at #30; the other way NE #23 into BUF's #22.
BUF has the advantage in third downs and the red zone: BUF third-down conversion ranks #2, NE defends it at #17; the other way NE #22 into BUF's #20.
Form: BUF has the better last five games by 8.0 points a game (BUF +5.0, NE -3.0).
Home field is with BUF, which supports the pick.

ContextThe model makes it BUF by 7.5 against a market BUF by 7: essentially the same number, so there is little difference to read. The model's total is 44.1 against a line of 49.5: 5.4 points below it. The model makes no spread or over/under pick: neither has shown an edge over the market in our backtests.

Matchup context: who has the advantage

Model BUF by 7.5 · market BUF by 7

ⓘContext, not inputs. These areas show how the two sides match up so you can read the game. The model's call comes from the teams' overall ratings, the quarterback, rest, home field and weather, not from these tiles.

Passing game

Even

NE passing ranks #21, BUF defends it at #26; the other way BUF #3 into NE's #6.

Rushing game

BUF

Clear advantage

BUF rushing ranks #4, NE defends it at #30; the other way NE #23 into BUF's #22.

Third down & red zone

BUF

Clear advantage

BUF third-down conversion ranks #2, NE defends it at #17; the other way NE #22 into BUF's #20.

Big plays

BUF

Slight advantage

BUF explosive rush rate ranks #1, NE defends it at #22; the other way NE #27 into BUF's #18.

Pass protection & rush

Even

BUF sack rate ranks #19, NE defends it at #19; the other way NE #20 into BUF's #16.

Ball security

BUF

Slight advantage

BUF turnovers / game ranks #25, NE defends it at #15; the other way NE #32 into BUF's #12.

Form (last 5)

BUF

Clear advantage

BUF +5.0 per game over the last five, NE −3.0.

Market

BUF

Clear advantage

Consensus has BUF by 7; the model says BUF by 7.5.

the market, for comparison

Where the lines sit

3,893 NFL games since 2012

Marginmarket BUF by 7 · model BUF by 7.5

Mkt BUF 7

Model BUF 7.5

← NE by 28tieBUF by 28 →

The two numbers sit together; the disagreement is under half a point. The market is on 7, a number 8.6% of games land on exactly (a push). Most common margins: 3 (14.5%), 7 (8.6%), 6 (6.7%), 14 (5.1%).

Totalmarket 49.5 · model 44.1

Mkt 49.5

Model 44.1

20 pts4672 pts

13.1% of NFL games finish between 49.5 and 44.1. The league’s median total since 2012 is 45.

Sharp read

tap to open

Where the market maker moved the line since open, and whether other books followed. Tracked, not a pick.

Spread

No sharp side yet

Opened

BUF -7

Market maker now

BUF -7

no move

Retail now

BUF -7

in line

30 moves9 books0 led

Mon, Sep 28, 10:06 PM first sharp move: BUF -7 → BUF -6.5
No books followed within six hours
Retail was still BUF -6.75 at that point

Total

Sharp side: the overModel disagrees

Opened

48.5

Market maker now

49.3

▲ 0.8 since open

Retail now

49.5

in line

38 moves9 books5 led

Tue, Sep 29, 10:10 PM first sharp move: 48.5 → 49
No books followed within six hours
Retail was still 48.5 at that point

The model alone was backtested walk-forward (each game priced only from what came before it). Since the winner call started following the market, the calibration that counts is the record of locked picks on the results page. Margin and total are context, not picks. Model reads, not personalized advice. For information only, not betting advice. 21+ only. Gambling problem? Call or text 1-800-GAMBLER.

Patriots vs Bills Prediction — NFL Week 4, Oct 4, 2026

The pickiThe locked winner and its win probability. A priced game's number is built on the market's no-vig price; the model's own margin and total sit beside the market's below, as context.

Why the model calls itiThe reasons behind the winner call, in plain sentences drawn from this page's numbers.

Matchup context: who has the advantageiWhich team has the advantage in each area, and how clearly. Context for reading the game, not model inputs.

Where the lines sitiWhere the market's number and the model's sit among every final margin and total in the league's history; the highlighted bars are the games that landed between the two.

Sharp read

Patriots vs Bills Prediction — NFL Week 4, Oct 4, 2026

The pickiThe locked winner and its win probability. A priced game's number is built on the market's no-vig price; the model's own margin and total sit beside the market's below, as context.

Why the model calls itiThe reasons behind the winner call, in plain sentences drawn from this page's numbers.

Matchup context: who has the advantageiWhich team has the advantage in each area, and how clearly. Context for reading the game, not model inputs.

Where the lines sitiWhere the market's number and the model's sit among every final margin and total in the league's history; the highlighted bars are the games that landed between the two.

Sharp read

The pick

Why the model calls it

Matchup context: who has the advantage

Where the lines sit

The pick

Why the model calls it

Matchup context: who has the advantage

Where the lines sit