Below you’ll find figures showing key advanced metrics I’m tracking for all 32 NFL teams.
Expected Points Added: The change in Expected Points (EP) from one play to the next. EPA yields a single measure of the value of every play. Expected Points was created by the nflfastR team using a statistical model trained on historical data, and takes into account features like down, distance, time remaining, whether the game is being played indoors, etc. It helps answer the question “How good of a position is my team in to score as of now?” Higher EPA on offense is better, while a lower EPA on defense is more desirable.
EPA helps provide better context around what plays are more valuable. For example, a five-yard completion on third-and-4 is better than an eight-yard completion on third-and-9, despite the fact that the latter resulted in more yards.

Expected Points Added for offensive units. Top right quadrant houses the units with the best offense.

Expected Points Added for defensive units. Top right quadrant houses the units with the best defense.

The below shows current win totals – expressed in win percentage – compared to pre-season expectations, according to Vegas bookmakers. Data was pulled from pro-football-reference.com the day before the regular season began for this analysis.

The below shows each team’s actual win percentage vs their pythagoroean win percentage. Pythagorean winning percentage is important to look at because it’s a better predictor of future success than actual wins. According to Sumer Sports, pythagorean winning percentage has an R^2 of 0.14 to next year’s winning percentage while actual winning percentage is only 0.11.

The below shows cumulative point differential for each team this season.

Some teams are better than others at getting chunk plays. We’re defining explosive plays as those gaining 15 yards or more on rushes and 20 yards+ on passes. We’re highlighting the 49ers this season since they have been among the most exciting teams to watch.

A series ends when the offense gains a first down or the possession ends, so a single drive is usually made up of several series. Sorting by series success rate — the share of series ending in a touchdown or a first down — shows which offenses keep the chains moving rather than which simply score most often.

Copyright © 2021 Stephan Teodosescu