The Pass-Happy Patriots

williams_482

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There has been a fair amount of discussion on this point in the Brady/Manning XVII thread, and I thought it might be worth a separate thread.

As we all know, the Patriots have (in the past year or so) shown a willingness to almost completely forgo the run game when they feel it is favorable to do so, primarily against defenses with superb offensive lines. The standout examples are the second half of last year's divisional matchup with Baltimore, weeks two and seven against the Bills and Jets respectively, and last Saturday's matchup with the Chiefs. In those (effectively) 3.5 games, the Patriots scored 118 points and accumulated 1,434 yards in 37 drives (excluding three which were entirely kneel downs). 3.19 points per drive would have led the league by a considerable margin in each of the past two seasons, while 38.76 yards per drive would have been 3rd in 2014 and narrowly edged out Arizona (38.62) for first place in 2015. A weighted (14:86) average of the Patriots offenses in the past two seasons would have predicted averages of 2.47 points and 33.16 yards per drive.

Various sources also pointed out that the Patriots in the Brady era are 6-1 when they drop back to pass on 80% or more of their snaps, while the rest of the league is 6-137.

Clearly, the Patriots have succeeded with this approach in the past. But is it sustainable, could it be effective against other defenses, and can other teams succeed with a similar approach?

At the most basic level, this seems like an obvious development. Passing has been the more lucrative approach than rushing in terms of yards for decades, and the gap continues to expand. Other (better) efficiency metrics, such as EPA, WPA, DVOA, and SR show less pronounced but similar gaps. In theory, teams should be passing more on early downs in order to reach the Nash equilibrium.

Of course, reality is not nearly that simple. Personnel differences between teams, on top of the wide range of coverages and plays used by NFL defenses, make it much more difficult to predict how changing playcall distributions would affect efficiency. It is almost universally accepted that some measure of balance is necessary to prevent the defense from keying in on and shutting down one type of play. Even Belichick believes this to some degree.

Now I am not an Xs and Os guy by any means, but my understanding is that there is no coverage which will consistently stop the pass at the expense of the run. Teams can load the box to stop the run game, play press man to disrupt quick passes and screens, blitz to pressure the quarterback, drop extra players in coverage so receivers take longer to get open, or play one of a wide variety of zones that are particularly strong against certain routes, concepts, and locations on the field, but weak against others. All of these are strong against some pass plays, and almost all of them are relatively weak against the run, but they are also vulnerable to different types of pass plays.

It would logically follow that if a team can work a sufficient variety of plays and concepts out of the same handful of formations, they wouldn't need to lean on the run game as a counter to the coverages their opponent uses to stop their passing game. Instead, the run game becomes just another subset of plays, very useful for some situations (short yardage, goal line, and running down the clock) but not much different than the screen game or the triangle stretch concept.

Practice time could be a significant limitation for a team looking to implement such an offense, as they need to be able to execute a wide range of different plays effectively without leaning on certain concepts heavily enough to be predictable. Personnel is arguably even bigger, as nothing is going to work without a quarterback who can make the reads and hit the throws to receivers who can get open. Fatigue could be another consideration: a QB with a sore arm, or an OL worn out from spending most of the game going backward, would also make this approach far less effective.

To the people with a better understanding of concepts and coverages than I, are the Patriots using formations/plays/concepts designed to be unpredictable and give them good options regardless of the defensive coverages? Alternately, are they just relying on the receivers to outperform their defensive backs against unfavorable coverages? Is there anything schematically that defenses could be doing to stop this approach? Finally, does the run game offer any noteworthy benefits not covered here?
 

singaporesoxfan

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Great topic. I think the Patriots are doing some things that are designed to be unpredictable, but unpredictability is not the end goal of all their formations. The Patriots are also not averse to doing predictable things when they work, matching strength on strength. Think of Brady constantly abusing Tharold Simon once Jeremy Lane went out in last year's Super Bowl.

It is almost universally accepted that some measure of balance is necessary to prevent the defense from keying in on and shutting down one type of play. Even Belichick believes this to some degree.
As I mentioned in the other thread, I think Belichick's approach seems to be quite different from the "we must establish balance by establishing a run game" approach that many other coaches seem to use. With some teams, Belichick's approach seems to be "this team probably can't defend against our variety of passes, and until it shows that it can, why should we even bother to mix in runs?" In other words, many other teams believe balance is always necessary to prevent the defense from keying in on and shutting down one type of play; Belichick switches to balance in some cases only after their defenses actually seem to be keying in on and shutting down passes.
 

Mooch

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I think the strategy of abandoning the run is largely borne out of the active RB personnel right now. If the Pats still had Lewis (4.8 ypc) and/or Blount (4.3 ypc), you'd see a bit more balance out of the Pats. Now that both of those guys are gone, Bolden (3.3 ypc), White (2.5 ypc) and Jackson (2.4 ypc) lead to a more pass-heavy offense. Balance for balances sake is far less important than having the horses at running back to establish a productive ground game. The three guys currently in the RB rotation are simply awful running the football.
 

Hoodie Sleeves

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Various sources also pointed out that the Patriots in the Brady era are 6-1 when they drop back to pass on 80% or more of their snaps, while the rest of the league is 6-137.
There's a huge classification issue with this - the Patriots pass 80% of the team when they can't run, or when they don't think the other team can stop the pass. Other teams pass 80% of the time when they're down 20+ points.


Passing is way more effective than running in the NFL - teams should basically only be running as a change of pace.
 

dbn

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A few comments.

6-1 is less than 3% of their games over that period. Not exactly a large sample.

It's also notable how infrequently they get blown out. When the do, their % of plays that are passes goes up, as expected. I cherry-picked some games where they were behind by a lot (chose them before looking at the pass/total ratios, though):
2015 PHI 70% passes (62% regular season)
2014 KC 65% (58%)
2012 SF 73% (55%)
2010 CLE 66% (53%)
2009 NO 59% (56%)
2008 MIA 65% (51%)
2008 PGH 66% (51%)
2008 SD 59% (51%)

2006 MIA 51% (51%)
2005 SD 67% (56%)

Of course those '08 numbers are mostly Cassel. The '06 MIA game was a mess, TB12 going 15/25.

This is just speculation but in the rare cases where the game is out of hand I wonder if the thinking is "we are making the playoffs anyway, we don't need this game so badly that I'm going to have Brady drop back 50 times and get killed" while other teams are just so desperate for a win and could care less if their fungible QB has his arm fall off.
 

Noah

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This is really similar to the conventional wisdom in baseball that you have to establish the fastball so that your offspeed/breaking stuff is more effective. There's definitely some truth to it, but if your offspeed stuff is good enough (and maybe also if your fastball isn't so great) you don't really even have to bother throwing any fastballs. Okajima's splitter, Rivera's cutter, Zito's curveball come to mind.
 

Was (Not Wasdin)

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I think the strategy of abandoning the run is largely borne out of the active RB personnel right now. If the Pats still had Lewis (4.8 ypc) and/or Blount (4.3 ypc), you'd see a bit more balance out of the Pats. Now that both of those guys are gone, Bolden (3.3 ypc), White (2.5 ypc) and Jackson (2.4 ypc) lead to a more pass-heavy offense. Balance for balances sake is far less important than having the horses at running back to establish a productive ground game. The three guys currently in the RB rotation are simply awful running the football.
I think this is pretty accurate. Brady has only had two full seasons where he had fewer than 500 passing attempts-2004 and 2010. In 2010, he had an effective BJGE in the backfield-over 1,000 yards, 13 touchdowns, no fumbles. In 2004, Clock-Killin' Corey Dillon ran for 1,635 yards at 4.7 per carry, with 12 rushing TDs and one receiving (5 fumbles, though). When the Pats can run it effectively, they run more-not to have balance for the sake of balance, but because they are more likely to have a better outcome on a given play.
 

williams_482

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I think this is pretty accurate. Brady has only had two full seasons where he had fewer than 500 passing attempts-2004 and 2010. In 2010, he had an effective BJGE in the backfield-over 1,000 yards, 13 touchdowns, no fumbles. In 2004, Clock-Killin' Corey Dillon ran for 1,635 yards at 4.7 per carry, with 12 rushing TDs and one receiving (5 fumbles, though). When the Pats can run it effectively, they run more-not to have balance for the sake of balance, but because they are more likely to have a better outcome on a given play.
The problem with this explanation is that even with a significantly above average running game, the Patriots still get significantly better results on a play to play basis when they ask Tom Brady to pass the ball.

For his career (prior to this season) Brady has averaged +0.18 EPA per play, which includes passes, sacks, scrambles, and sneak plays. He matched his career mark in 2004, and exceeded it by a decent margin in 2010, posting +0.24 EPA/P.

Comparing those numbers for RBs are always a little tricky because their rushing contributions are mashed in with (and typically overpowered by) what they did in the passing game. Lawfirm in 2010 ran 238 times for 1051 yards and caught 14/19 passes for 96 yards, worth +0.11 EPA/P. Woodhead ran 111 times for 593 and caught 40/53 for 431, worth +0.17 EPA/P. Dillon in 2004 ran 410 times for 1927 and caught 24/31 for 156, worth +0.02 EPA/P.

That's pretty much the norm for the NFL: compare a passer or receiver to a runner on the same scale, and the players involved in the passing game look better because the passing game is significantly more efficient. WPA narrows the gap a touch, but it doesn't close it. 4.7 yards per carry is a good number for a RB, and the lower variance does add value beyond what you would get out of a QB averaging 4.7 Y/A, but it's still a lot worse than the 6.5+ that you would expect out of a league average quarterback.

The conclusion (as I see it) is that unless Belichick believes that running the ball (and thus, balancing his offense) improves his passing game, then he was and still is willfully throwing away yards and points by running the ball at all outside of short yardage/goal line scenarios, or when the Patriots are trying to run out the clock while protecting a lead.
 

Kevin Youkulele

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The problem with this explanation is that even with a significantly above average running game, the Patriots still get significantly better results on a play to play basis when they ask Tom Brady to pass the ball.

For his career (prior to this season) Brady has averaged +0.18 EPA per play, which includes passes, sacks, scrambles, and sneak plays. He matched his career mark in 2004, and exceeded it by a decent margin in 2010, posting +0.24 EPA/P.

Comparing those numbers for RBs are always a little tricky because their rushing contributions are mashed in with (and typically overpowered by) what they did in the passing game. Lawfirm in 2010 ran 238 times for 1051 yards and caught 14/19 passes for 96 yards, worth +0.11 EPA/P. Woodhead ran 111 times for 593 and caught 40/53 for 431, worth +0.17 EPA/P. Dillon in 2004 ran 410 times for 1927 and caught 24/31 for 156, worth +0.02 EPA/P.

That's pretty much the norm for the NFL: compare a passer or receiver to a runner on the same scale, and the players involved in the passing game look better because the passing game is significantly more efficient. WPA narrows the gap a touch, but it doesn't close it. 4.7 yards per carry is a good number for a RB, and the lower variance does add value beyond what you would get out of a QB averaging 4.7 Y/A, but it's still a lot worse than the 6.5+ that you would expect out of a league average quarterback.

The conclusion (as I see it) is that unless Belichick believes that running the ball (and thus, balancing his offense) improves his passing game, then he was and still is willfully throwing away yards and points by running the ball at all outside of short yardage/goal line scenarios, or when the Patriots are trying to run out the clock while protecting a lead.
Belichick may believe that running helps the passing game in general, but only enough to be worthwhile when its effectiveness is sufficiently high. Or he may believe that the gap between the pass and run offense this year is so large that it's a waste of plays to run. Or that running is useful to tire out the opposing defense and/or kill clock, but only when it's working sufficiently well. Or, most likely, some combination of these things.

By the way, do you know if much of the EPA/P difference for Lawfirm/Woodhead (0.11, 0.17) vs Dillon (0.02, which seems almost worthless) because of fumbles? Or is EPA/P kind of like VORPr in terms of being a differential over some nonzero baseline instead of a more absolute rate in the way that ERA is?
 

williams_482

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By the way, do you know if much of the EPA/P difference for Lawfirm/Woodhead (0.11, 0.17) vs Dillon (0.02, which seems almost worthless) because of fumbles? Or is EPA/P kind of like VORPr in terms of being a differential over some nonzero baseline instead of a more absolute rate in the way that ERA is?
EPA (and thus EPA/P) is essentially linear weights for football. There is a good explanation here. Zero is league average, or at least league average as of whenever the weights were calculated, and lost fumbles would be included. +0.02 doesn't look like much, but it's pretty good for a starting RB who didn't do much in the passing game.
 

Morgan's Magic Snowplow

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This is really similar to the conventional wisdom in baseball that you have to establish the fastball so that your offspeed/breaking stuff is more effective. There's definitely some truth to it, but if your offspeed stuff is good enough (and maybe also if your fastball isn't so great) you don't really even have to bother throwing any fastballs. Okajima's splitter, Rivera's cutter, Zito's curveball come to mind.
I think this nails it. The issue is all about whether the differential in expected success between pass and run (or off speed and fastball) is great enough to overcome the drawbacks associated with predictability and revealing your strategy.

A few additional thoughts:

Teams are often very predictable based on personnel and formations anyway. When we have put a back like Vereen or White in the game, we're rarely running. Most teams really don't run out of shotgun very often. Etc. Teams might end up with a 50/50 run/pass balance, but that doesn't mean the defense is always on its toes and not knowing what to expect. They may be largely running out of predictable run formations/groups and largely passing out of predictable formations/groups. The Patriots have done a lot of that in the past and other teams do as well.

There may be some drawbacks to trying too hard to trick the defense or remain inscrutable. Most obviously, you may end up with suboptimal personnel on the field for the play you want to call. I also have a (largely unsupported and speculative) theory that its easier for the offense, especially the offensive line, not to have to even attempt to hide whether or not its a pass or run play. If you put a lot of emphasis on the offensive line not giving away any keys to the defense to read, then theoretically they have to line up exactly the same whether its a run or pass, in terms of foot placement, weight distribution, etc. If you're happy to let the defense know that you're passing then the offensive line may be able to line up in a slightly more comfortable way that helps their pass protection.

Finally, its a lot easier for the Patriots to embrace an all-pass-all-the-time approach on occasion because of the offense that we run, which is based on short high percentage passing that is very difficult to stop even if the defense knows it will be a pass. You're not going to pass all the time in a vertical offense focused on stretching the defense, as long passes are too low percentage and easy to defend if you know that they're coming.
 

EricFeczko

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Belichick may believe that running helps the passing game in general, but only enough to be worthwhile when its effectiveness is sufficiently high. Or he may believe that the gap between the pass and run offense this year is so large that it's a waste of plays to run. Or that running is useful to tire out the opposing defense and/or kill clock, but only when it's working sufficiently well. Or, most likely, some combination of these things.

By the way, do you know if much of the EPA/P difference for Lawfirm/Woodhead (0.11, 0.17) vs Dillon (0.02, which seems almost worthless) because of fumbles? Or is EPA/P kind of like VORPr in terms of being a differential over some nonzero baseline instead of a more absolute rate in the way that ERA is?
Expected points are linear weights, and the EPA is the difference in expected points before and after a play occurs. EPA/P is simply the average EPA per play.
How expected points is measured depends on what you include or exclude in the model. I'd recommend clicking on williams_482 link (and also looking up the youtube videos linked in another thread), before reading this.

It's not too difficult to construct your own model and evaluate it; you can also look up EPA on sites like pro-football reference. Go to the player page, and select pass plays + or rush plays + in t in any case, fumbles close to the goal lines have a large effect on the average, mostly because the expected points prior to the fumble is typically around 5 or 6, and the expected points after is usually 0 (or 0 and -5 or -6 in the case of fumbling near your own goal line). Corey Dillon performed better In the regular season (0.05 EPA/P) than in the playoffs. Remove the fumbles, however, and his EPA/P in the regular season approaches 0.1.

One more thing to keep in mind is the EPA variance per play. Corey Dillon's EPA/P standard deviation is 0.96, which means that a little over two thirds of all his plays are worth between -0.91 and 1.01 EPA. By way of comparison, David Givens had an EPA/P of 0.27, with a standard deviation of 1.48; Brady had an EPA/P of 0.29 with a standard deviation of 1.53. Efficiency tends to explain most of EPA, because turnovers are typically rare events; in fact adjusted stats like ANY/A do an even better job at predicting EPA/P.

IMHO, Belichick's lack of running is part of the natural emergence of the passing game over the running game over the past 40 years or so. Running to establish balance is an inefficient way to score. Instead, running has become critical in certain situations. As a result, measures that require more careful modelling, such as success rate, tend to be better indicators of team success than expected points.

One should separate running from the use of RBs, however. A number of teams (including the pats, obviously) use the RBs in the passing game as an alternative to WRs.
 

Erik Hanson's Hook

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I am one to pull my hair out when this team gets pass-happy, but the analysis in this thread is making me re-think things. The fastball / offspeed stuff analogy was good. Great work, everyone.

I will say this: if this team could ever develop a running attack that even remotely approaches their passing attack, they would basically be unstoppable. That's why I hope Dion Lewis can stay healthy next season.
 

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It is often said that Belichick is brilliant in his defensive tactics at taking away what an opposing offense does best. I think that the choice to be reliant on the passing attack is often about taking away what the opposing defense does best.
 

accidentalsuccess

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One thing that isn't captured by the run/pass ratio and hasn't yet been mentioned is how often the pats use a 'hurry-ish' or a true hurry-up offense to dictate the personnel the defense has on the field. If they don't sub and run a play out of a set with a back in it then the D doesn't know if they'll line up w/ Gronk etc. blocking or going out on a route. Or motioning off the line etc etc. The pats value versatility and e.g. that's why it's so important that the RBs are good pass blockers and know the checkdowns. It's the versatility of the players that really drives a lot of the play selection in addition to all the above and very good analysis.
 

Kevin Youkulele

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One thing that isn't captured by the run/pass ratio and hasn't yet been mentioned is how often the pats use a 'hurry-ish' or a true hurry-up offense to dictate the personnel the defense has on the field. If they don't sub and run a play out of a set with a back in it then the D doesn't know if they'll line up w/ Gronk etc. blocking or going out on a route. Or motioning off the line etc etc. The pats value versatility and e.g. that's why it's so important that the RBs are good pass blockers and know the checkdowns. It's the versatility of the players that really drives a lot of the play selection in addition to all the above and very good analysis.
I think another way of getting at your point is to say the Pats may be able to reap much of the benefit that a running game could provide to a passing game without actually running; because of their versatility, they can effectively trap a defense in suboptimal configurations through the motioning, hurry-up, etc. that you mention.
 

pokey_reese

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This is really similar to the conventional wisdom in baseball that you have to establish the fastball so that your offspeed/breaking stuff is more effective. There's definitely some truth to it, but if your offspeed stuff is good enough (and maybe also if your fastball isn't so great) you don't really even have to bother throwing any fastballs. Okajima's splitter, Rivera's cutter, Zito's curveball come to mind.
Am I crazy, or should this be Koji's splitter? I remember Hideki throwing one, but not that it was an elite pitch alongside those others. Sorry, off-topic, but it jumped out at me.
 

bakahump

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Anyone have a grasp on the amount of snaps that were "No huddle/hurry up" this year? Seems like the pats did very little of this compared to years past.

Which makes sense considering the amount of injuries to key people in the Hurry up (Gronk,E,A, everyone on the OL).

But even with most of those guys back it seemed they did not do much of the HU against the Chiefs.
 

Mooch

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I've always wondered if establishing the running game in a meaningful way has a noticeable effect on play-action passing stats. Does anyone have access to data like that?
 

Noah

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Am I crazy, or should this be Koji's splitter? I remember Hideki throwing one, but not that it was an elite pitch alongside those others. Sorry, off-topic, but it jumped out at me.
I'm not sure if he called it a splitter or a changeup, but Okajima would go through stretches where he would throw 10-15 of them in a row, and it didn't matter that the batter knew it was coming. But you're right, Koji has stretches like that with his splitter, too.
 

Kevin Youkulele

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I'm not sure if he called it a splitter or a changeup, but Okajima would go through stretches where he would throw 10-15 of them in a row, and it didn't matter that the batter knew it was coming. But you're right, Koji has stretches like that with his splitter, too.
I'm not sure whether it was decline or the league getting used to it, but Okajima's pitch had less staying power than Koji's - Okajima was great in '07, very good in '08; but after that, he wasn't the same. Uehara has had 6 consecutive seasons with a WHIP <1.
Okajima:
upload_2016-1-21_14-5-39.png
Uehara:
upload_2016-1-21_14-8-58.png
 

Hoodie Sleeves

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I've always wondered if establishing the running game in a meaningful way has a noticeable effect on play-action passing stats. Does anyone have access to data like that?
I don't have access to that, but Football Outsiders did a study a while back and found that frequency of running in the first half had absolutely no effect on win percentage - so if it does have a positive effect, it isn't large.

They found that, not so surprisingly, the best predictor of winning was moving the ball efficiently in the first half - if you're running for 5ypc, its helping you win. If you're running for 2ypc, its helping you lose.

http://www.footballoutsiders.com/stat-analysis/2003/establishment-clause
 

Devizier

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I did a quick glance at quarterback performances in all games over the course of Brady's career. There is basically no correlation between pass attempts in a game and yards/attempt. Does the same hold true for Brady?

brady.png

Yeah, basically.

However, the fact that Brady is a good quarterback means that the Patriots will (generally) have better outcomes when he passes more often.