Game quality

What each result was worth beyond the score. Every play is graded by EPA (expected points added), then adjusted for who it came against: a defence's rating is what it allowed to everyone else that season, so a big day against a bad defence counts for less. Season views include playoff games.

Justin Herbert — 2023

Adj EPA / dropback
+0.063
Raw EPA / dropback
+0.057
Dropbacks
486
Turnover EPA
-26.7
WPA
+1.21
WeekOpp DropbacksAdj EPA/dbRaw EPA/dbScheduleTotal adj EPA INT / FLTurnover EPASacksSack EPAWPACPOE
1MIA 36 -0.060 -0.034 -0.026 -2.2 0 / 0 +0.0 3 -6.8 -0.10 +2.6
2TEN 45 +0.193 +0.229 -0.036 +8.7 0 / 0 +0.0 3 -6.0 +0.12 +7.7
3MIN 48 +0.446 +0.448 -0.002 +21.4 0 / 0 +0.0 1 -2.2 +0.97 +14.7
4LV 26 -0.170 -0.141 -0.028 -4.4 1 / 0 -2.6 2 -3.7 -0.01 -7.3
6DAL 38 +0.026 -0.005 +0.031 +1.0 1 / 0 -3.1 1 -0.8 -0.04 -6.1
7KC 35 +0.075 +0.015 +0.060 +2.6 2 / 0 -5.7 5 -8.5 +0.02 -3.8
8CHI 40 +0.381 +0.427 -0.046 +15.2 0 / 0 +0.0 0 +0.0 +0.26 +6.9
9NYJ 35 -0.107 -0.189 +0.082 -3.8 0 / 0 +0.0 5 -6.5 -0.05 -10.3
10DET 40 +0.313 +0.365 -0.051 +12.5 1 / 0 -4.9 0 +0.0 +0.87 -2.2
11GB 38 +0.129 +0.133 -0.004 +4.9 0 / 0 +0.0 2 -2.8 +0.17 -3.7
12BAL 47 -0.183 -0.253 +0.070 -8.6 1 / 1 -4.6 3 -7.0 -0.64 -2.1
13NE 37 +0.090 +0.054 +0.036 +3.3 0 / 0 +0.0 0 +0.0 +0.10 -4.2
14DEN 21 -0.966 -0.931 -0.035 -20.3 1 / 0 -5.7 4 -8.5 -0.47 -12.9
Opponent adjustment. A unit's rating for a game is its average over its other games that season, blended with 16 games' worth of prior (league average plus half of last season's gap from it; 24 games for pass defence, which is noisier). Early in a season that leans on last year; by midseason it is mostly this year. Chosen by how well it predicts a held-out game: it cut that error by about a quarter against no shrinkage, and adjusted numbers agree between odd and even weeks more than raw ones do (team EPA margin r 0.52 → 0.55, defence 0.32 → 0.36, QB EPA/dropback 0.47 → 0.49, 2016–2025).
Win expectancy is a logistic fit of wins on EPA margin over 6,036 completed games (it names the winner 86.5% of the time). These describe what happened; one game is not a forecast. Play-by-play credits the quarterback with every sack and dropback, so a bad line shows up in his numbers. Seasons 2016–2026, built 2026-09-14 01:25 UTC, from nflverse. Write-up: backtests/nfl_game_quality/FINDINGS.md.