∅ Empty Set Football
Week 8 · 2026 regular season

Baltimore Ravens at Buffalo Bills

Sun, Nov 1, 10:00 AM PT

Win probability
ESF
(win probability)
BAL 30%
70% BUF

No betting line yet. Lines appear once books post them.

Unit matchups · entering week 8

Where each side has the edge

Each offense against the defense it faces, in CAP yards per attempt. Offense: higher is better. Defense (yards allowed): lower is better.

Pass: BAL offense vs BUF defense
+0.698th
box score 8.3 · 3rd
Edge
BAL
−0.2912th
box score 7.4 allowed · 21st
Rush: BAL offense vs BUF defense
+1.041st
box score 4.9 · 4th
Edge
BAL
+0.1722nd
box score 3.8 allowed · 10th
Pass: BUF offense vs BAL defense
+1.402nd
box score 8.8 · 1st
Edge
BUF
+0.0820th
box score 6.9 allowed · 15th
Rush: BUF offense vs BAL defense
+0.635th
box score 5.1 · 2nd
Edge
BUF
−0.328th
box score 3.8 allowed · 9th

CAP yards per attempt: yards per play relative to what the down, distance, field position and the specific opponent would predict; offense positive is good, defense (allowed) negative is good. Box score: yards per attempt as an official box score counts them, entering week 8.

CAP yards per attempt · 2026

How each matchup got here

Each unit's CAP yards per attempt entering each week. Offense: higher is better. Defense (yards allowed): lower is better. 0 is what the situation and opponent would predict.

BAL pass offense vs BUF pass defense
BAL pass offense BUF pass defense (allowed)
−0.8 −0.5 −0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BAL +0.98 BUF −0.42 −0.8 −0.5 −0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BAL +0.98 BUF −0.42
BUF pass offense vs BAL pass defense
BUF pass offense BAL pass defense (allowed)
−0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 +1.8 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BUF +1.51 BAL +0.12 −0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 +1.8 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BUF +1.51 BAL +0.12
BAL rush offense vs BUF rush defense
BAL rush offense BUF rush defense (allowed)
−0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 +1.8 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BAL +1.19 BUF +0.16 −0.3 0 +0.3 +0.5 +0.8 +1.0 +1.3 +1.5 +1.8 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BAL +1.19 BUF +0.16
BUF rush offense vs BAL rush defense
BUF rush offense BAL rush defense (allowed)
−0.5 −0.3 0 +0.3 +0.5 +0.8 +1.0 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BUF +0.77 BAL −0.32 −0.5 −0.3 0 +0.3 +0.5 +0.8 +1.0 0 = expected wk 1wk 2wk 3wk 4wk 5wk 6 BUF +0.77 BAL −0.32
CAP win pct · 2026

How each team got here

CAP win pct entering each week. Higher is better; the league average is 0.50.

0.25 0.50 avg 0.75 1.00 1.25 wk 1wk 2wk 3wk 4wk 5wk 6 BAL 0.80 BUF 0.97 0.25 0.50 avg 0.75 1.00 1.25 wk 1wk 2wk 3wk 4wk 5wk 6 BAL 0.80 BUF 0.97
2026 results

Results so far

Each team's games before this one, with ESF's pre-game win probability for the team.

BAL Baltimore Ravens

WeekOpponentResultESF win prob
pre-game, this team
1 @ IND Won 59%
2 vs NO Lost 71%
3 @ DAL Won 50%
4 vs TEN Won 82%
5 @ ATL Won 52%
6 @ CLE Lost 62%

BUF Buffalo Bills

WeekOpponentResultESF win prob
pre-game, this team
1 @ HOU Won 38%
2 vs DET Won 69%
3 vs LAC Won 74%
4 vs NE Lost 70%
5 @ LA Won 49%
6 @ LV Won 74%
Week 8

Other games this week

Home team's chance to win before kickoff. Higher means the home team is more likely to win.

Dots: ESF model home win probability.

How to read this page

CAP win pct. A fading average of game scores with a half-life of 7 of the team's own games. A win scores 1 plus the opponent's win pct; a loss scores the opponent's win pct minus 1. Last season carries in. League average is 0.50; higher is better.

CAP yards per attempt. Yards per play relative to what the down, distance, field position and the specific opponent would predict. Offense: higher is better. Defense (yards allowed): lower is better.

Box score yards per attempt. Yards divided by attempts, counted the way an official box score counts them: rushing includes scrambles and kneel-downs; passing is gross yards per pass attempt, sacks excluded.

ESF win probability. A logistic regression on both teams' pre-game CAP win pct, with an intercept for home field.