Good article here, using a tailored statistical method to compare how wasteful or not coaches are at calling "early timeouts".
Eg, everyone assumes Andy Reid is bad at clock management, wasting early timeouts instead of saving them, but this study shows Reid uses these early timeouts to specifically find the right plays to get points or key first downs on the next play.
https://www.acmepackingcompany.com/...mccarthy-cardinals-cowboys-mcvay-mahomes-nagy
snippet....
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The Good, the Bad, and the Ugly
The Rams led the league in early timeouts with 29 total, but as it turns out, Sean McVay is no dummy. The Rams averaged .346 EPA on offensive plays following a timeout and over half a point added following a defensive timeout. They were, overall, the 6th most efficient team in football after a timeout, and unsurprisingly, the teams you think of as dominant on offense tended to be dominant after timeouts. Kansas City was the most impressive team, as they frequently attacked downfield after taking an early timeout (17 total, 16 on offense), adding nearly a point of EPA (.808) per play to lead the league. New Orleans and the
Los Angeles Chargers were right behind at .635 and .504 respectively. Miami is the big surprise in the top five, but their success after timeouts was driven mostly by small sample size (only 12 early timeouts on offense) and a few big plays. It’s hard to say conclusively that the
Chiefs, for instance, made the correct decision when taking timeouts since five yards barely seems to matter to them, but it’s also hard to argue with their success.
It’s not hard to argue with the success of the teams at the bottom of this chart. Denver is officially last, but they also only called one early timeout on offense all season, so a rate stat isn’t really applicable with them. Arizona, Dallas, and the
Giants all appear near the bottom, partially because they were generally poor offensive teams, and partially because each team’s quarterback, at some point, threw an interception on the play after a timeout. Interceptions and fumbles cause enormous EPA swings, and throwing one was the fastest way to get to the bottom of this metric.
Other Oddities
Most teams did not spend many timeouts on defense, but for some reason, the
Atlanta Falcons spent 10 early defensive timeouts, three more than the next highest team. They actually did help a bit as the Falcons gained about half a point per subsequent play, but the need to call that many timeouts on defense does not reflect well on Atlanta’s coaching staff.
The Doug Pederson coaching tree seems to be stingy with timeouts generally. The
Eagles were 27th with 11 total early timeouts, and they were joined near the bottom by teams employing former Pederson assistants to run their offenses: John DeFilippo’s Vikings (5) and Frank Reich’s
Colts (4).
New Orleans, Kansas City, and the Rams all added double digit EPA on plays after early timeouts. No other team added more than 5.7.
The
Dallas Cowboys were by far the worst overall team on plays after early timeouts, losing 6 points on defense and 12 on offense. If any team should have conserved their timeouts for extra possessions, it was them. Arizona was nearly as bad.
Conclusion
For all of the teams in the middle, it’s very unlikely that calling an early timeout was an efficient play. While it can occasionally lead to a beneficial outcome, it seems like most teams are still too cavalier with timeouts and lose out on opportunities for extra possessions because of it. The fact that the Packers can’t run a play out of a timeout to save their lives is simply terrible icing on awful, sub-Hostess cake.
Early TO - No Kicks and Punts
Early TO with Kicks and Punts
All Timeouts