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 — 2021

Adj EPA / dropback
+0.166
Raw EPA / dropback
+0.171
Dropbacks
709
Turnover EPA
-79.5
WPA
+4.22
WeekOpp DropbacksAdj EPA/dbRaw EPA/dbScheduleTotal adj EPA INT / FLTurnover EPASacksSack EPAWPACPOE
1WAS 49 +0.210 +0.212 -0.002 +10.3 1 / 1 -10.3 2 -7.0 +0.34 +3.6
2DAL 43 +0.169 +0.084 +0.085 +7.3 2 / 0 -9.8 2 -3.9 +0.31 +7.4
3KC 40 +0.388 +0.406 -0.018 +15.5 0 / 0 +0.0 1 -1.8 +0.63 +8.0
4LV 40 +0.062 +0.126 -0.064 +2.5 0 / 0 +0.0 2 -3.3 +0.14 +0.1
5CLE 46 +0.394 +0.375 +0.019 +18.1 0 / 0 +0.0 2 -3.4 +0.82 -6.0
6BAL 41 -0.364 -0.345 -0.019 -14.9 1 / 0 -3.4 2 -3.5 -0.09 -12.4
8NE 38 -0.169 -0.204 +0.034 -6.4 2 / 0 -11.2 3 -3.3 -0.54 -15.1
9PHI 38 +0.582 +0.591 -0.009 +22.1 0 / 0 +0.0 0 +0.0 +0.84 +16.8
10MIN 36 -0.177 -0.186 +0.009 -6.4 1 / 0 -4.2 2 -5.1 -0.11 -10.6
11PIT 43 +0.416 +0.352 +0.065 +17.9 1 / 0 -5.5 2 -2.0 +0.43 -1.9
12DEN 48 -0.033 -0.041 +0.008 -1.6 2 / 0 -14.2 3 -3.9 -0.08 -3.4
13CIN 39 +0.276 +0.285 -0.008 +10.8 1 / 0 -0.3 4 -6.0 +0.01 +14.0
14NYG 33 +0.440 +0.435 +0.005 +14.5 0 / 0 +0.0 2 -2.4 +0.19 +8.2
15KC 38 -0.126 -0.098 -0.028 -4.8 1 / 0 -5.5 0 +0.0 -0.02 -5.8
16HOU 38 +0.147 +0.239 -0.092 +5.6 2 / 0 -12.5 1 -1.7 +0.31 +8.0
17DEN 31 +0.499 +0.480 +0.019 +15.5 0 / 0 +0.0 0 +0.0 +0.19 +2.5
18LV 68 +0.174 +0.234 -0.060 +11.8 1 / 0 -2.7 3 -5.8 +0.88 -12.7
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.