Showing posts with label NFL. Show all posts
Showing posts with label NFL. Show all posts

Wednesday, November 18, 2020

The NFL and the run on 2nd and long

 Over the past decade, the NFL has become a passing league.  QBs  today throw more often and more efficiently than at any point in the past.  As such, the thinking around playcalling has shifted t emphasize this.  The analytics community and more and more coaches are looking at what had long been a staple: the run on second and long.  What in the past had been an expected play to try and set up a manageable third down has become a place where teams throw to try and convert.  In 2015, teams threw 4165 passes on 2nd down, 7+ yards to go in standard time (non blowouts and not the last two minutes of the half).  They ran in those situations 1865 times.  Last year, the share had grown to 4658 pass attempts to just 1829 runs.  Overall in the 2015 through week 10 this year, teams have had successful plays on 40.7% of those pass attempts.  And it would seem that that's the right choice, since the success rates on those run plays has only been at 28.7%.  Using the Fisher Exact test, we can confirm that there is a statistical difference, and that teams are in fact getting more from passing in those situations.  On just a per play basis, passing plays gained ~6 yards to run plays 4 yards. Unsurprisingly, teams also pick up a first down on a greater number of pass plays than running it, roughly by a 2:1 margin.

This doesnt mean passing doesn't have its own risks.  The havoc rate when dropping back to pass over the period was around 14%, to just 10% for running plays.  And teams were much more likely to get at least one yard running the ball vs throwing, by about 20%.  Comparing the success rate from 2015 to last season, there also appears to be a statistically significant drop, from 40.6% to 39.7% on a greater volume, although the havoc rate did drop significantly.  Run plays did see their success rate rise by roughly 2% in that time as well, and also had a 2% drop in havoc rate. This year so far both plays have seen a significant uptick, as it appears offenses are just outpacing defenses overall.

The run on 2nd and long isn't dead, but its fairly easy to see why teams have started to lean more heavily on throwing in those situations.  The huge jump in success rate is keeping offenses on schedule more often and that is leading to better outcomes.  Its especially true for teams that have low havoc rates.  There will be trends to watch of course, as defenses continue to try and find ways to stop passing games more efficiently, which perhaps will lead to a renaissance of runs.  But for now, passing remains king.



Wednesday, November 4, 2020

NFL Havoc and Success Rates through Week 8

 Continuing the weekly tracking of Havoc and Success rates, some teams have been able to hang on to their top spots in their respective categories for the entire season.  The Packers offense continues to maintain its edge at not allowing havoc, but the Cardinals have been steadily climbing the ranks and have allowed under 10% of their plays to be disrupted.  Interestingly, both teams are below average at Success down rate, where the Seahawks and Bills lead.


On the defensive side of the ball, the Steelers continue to disrupt fronts and shut teams down.  They also leas the league in the lowest Success Rate, followed closely by the Bears , Bucs and Colts.  The Washington team also has had some surprising success here, if only they could get their offense on track.  





 

Wednesday, October 21, 2020

NFL Havoc Rates Through Week 6

 Week 6 of the weird NFL season is in the books, and here's a look into the havoc defenses have wrought.

The Steelers continue to lead the league, as this week they forced 15 more havoc plays from the Browns 60 offensive plays (61 after removing some of the junk like kneel downs, punts, field goals, plays brought back by penalty etc).   Thats one out of every four snaps that ended in something terrible for the Browns offense.  This defense hasn't played much competition yet, but it might actually be the best unit in the league.  The Colts and the Bucs both have been disruptive as well, ranking third and second respectively.  The Titans took a step back this week, after the previously moribund Houston offense came to life and turned the game into a shootout. 

The Bengals came out swinging against the Colts, but overall allowed 17 havoc plays and that cost them a chance to win.  I had previously opined that the Broncos offense might be seeing a sudden jolt back towards league average, but after a week in which they posted a Havoc rate of 17.7%, it might have been a bit premature.  They're now the worst in the league, edging out the Giants and Bengals.  The Packers maintain their crown as the least havoced offense, but only by the skin of their teeth as the Titans offense was exceptional this week against the Texans.  



 

 

 

Wednesday, October 14, 2020

NFL Havoc Rates Week 5

 This week saw some out of game havoc as the Broncos and Patriots had to psotpone their game to this weekend, and the Bills and Titans played on a Tuesday night.  


The Packers took advantage of their bye week to not allow any excess havoc, continuing to lead the league.  The Titans though have narrowed the gap, which is made a lot easier when Derrick Henry is shoving defenders to the groud and constantly picking up at least a few yards.  One team I'll be interested in going forward is the Saints.  Drew Brees has not looked very consistent so far this year with his ability to push the ball deep, and while they made a come back against the Chargers this week it wasn't pretty. 


The Steelers maintained their dominating havoc rate lead this week as teams that had been closer to them such as the Jets and Giants both fell back towards league average this week.  Minnesota and Houston have both struggled in the havoc department, posting 9% of their defensive snaps causing it.  The Vikings should especially be concerned, since they rank second to last of teams that have played a full schedule in total haovc plays with just 31.  Only the Lions have a lower number, but they've been more consistent on a snap per snap basis.


 

 

 

 

Friday, April 17, 2020

Trading up in the NFL: An overview from 2011 to 2018

One of the biggest debates heading up to this week's draft is regarding whether or not the Broncos (or that fact, any team) should move up in the draft to go get a player they value.  The argument for doing so is that you need to trust your own scouting process, and if you think a player has a value thats high enough, just go get them.  There's risk, but if you've done your homework you can assess whether or not that risk is acceptable.  The other side says that every draft pick is essentially a lottery ticket, and the best way to spread that risk out for things you cannot account for (injuries chief amongst them) is to have as many picks as possible.  And that because the risk is so high, not having multiple choices puts you behind the 8 ball.

Looking through drafts from 2011-2018, there were 47 instances where teams moved up in the draft to take players that were not value swaps (ie, the Saints gaining a 1st round pick from the Patriots for Brandin Cooks in 2018).  2011 was selected as the start year because it was the first year with the new rookie wage scale in place, which had been diminishing teams attempting to trade higher up for a few years previously.  Stopping at 2018 because its tough to evaluate a trade after just a single season.  The detailed list of swaps from Pro-Football Reference is after the jump, and I have my notes from each them listed as well. 

To examine each trade, the AV of each set of swapped picks was the first pass, as well as a look at whether or not a player of similar caliber/same player was available when  the original pick was made.  This is of course a bit subjective, but its really just a rough estimate to give an idea of the value of trading up.  Three categories of picks, Worth it, Middle, and Not Worth it.

I count 14 of these picks being worthwhile, starting with the Falcons moving way up to get Julio Jones and ending with the Ravens moving back into the first to gram Lamar Jackson.  There were another 7 that I felt were fine, but teams could probably have gotten a player of similar caliber later on (See the Mark Ingram trade up, Josh Doctson, Rashaan Evans).  That means 26 others were not worth it, and might have set teams backwards because of the miss on a 1st round prospect.

14 of these trade ups have been involved for going to get a QB, although the last two years have skewed that a bit (7 QB trade ups).  Of these, there are really only 4 that can be taken as outright wins, with Mahomes, Watson, Jackson and Wentz all being players that have earned significant value so far.  Others that could very well have been worthwhile but injuries derailed excellent starts with RG3 and Teddy Bridgewater I put into a category of misses, but that very easily could have been worthwhile.  From the 2018 class its looking like Jackson might be the only big hit, as Rosen is almost washed, Darnold has been inconsistent at best, and Allen has been better than expected but not really worth a top 10 pick.

Specifically for the Broncos, there were 7 trades up for Wide Receivers.  Only one of these picks has been worthwhile (Julio Jones).  The Redskins jumping up to nab Josh Doctson over Will Fuller is more bad than good, but also likely isnt such an overpay for the 6th rounder they gave up.  The Sammy Watkins trade up is especially relevant, because that draft saw five wide recievrs go in the first round.  Not all of them became stars, but many were serviceable and the draft was deep with players like John Brown, Allen Robinson, Davante Adams. 

All in all its not the absolute worst to jump up in the draft, but there is just so much uncertainty for doing so that its unlikely to be worth the opportunity cost.  There does seem to be some value in jumping back into the first round late, especially for giving up a 2nd round selection and a late round pick. 


Thursday, January 30, 2020

Super Bowl Prediction 2019-2020 Season

The last week of the NFL is finally upon us.  We get a treat as two of the top offenses in the league this year square off, as Patrick Mahomes leads the Chiefs against Jimmy G and the Niners.

The Chiefs ranked 3rd overall in offensive DVOA this year, thanks to a 2nd ranked passing DVOA of 43.7%.  This is largely thanks to the magic of Mahomes, who had himself another excellent season in his second year starting.  Mahomes didn't do quite as well as he had last season while dealing with injuries, but he still completed 65% of his passes and threw only 5 Ints.  Tyreek Hill and Mecole Hardman combined to provide a big play element for the Chiefs, averaging 14.8 and 20.1 yards per catch respectively.  The team was highly efficient as well, averaging 6.2 plays per drive and 37.2 yards.   This efficiency was largely driven by the effectiveness of Travis Kelce, who lead the league in Effective Yards for a TE, and he would have ranked 7th for WRs as well.  That will be tested against a 49ers defense that allowed just 552 yards all season against opposing TEs.  It will also be key to see if the 49ers can keep up the immense pass rush they've been able to generate, with a 9.1% adjusted sack rate. 

The Niners offense is truly predicated on being able to run the ball effectively.  Despite ranking just 13th in rushing DVOA, the Niners ranked 2nd in yards and 1st in rushing TDs.  The three headed rushing attack of Mosert, COleman and Brieda has given teams toruble all season.  This rushing attack has also helped to make sure not to put too much stress on Garoppolo as the 49ers ranked 29th in passing attempts.  Jimmy though responded when called upon, completing almost 70% of his passes for 7..4 Net Yards per attempt, best fro 3rd in the league.  The Chiefs defense has not held up against the run over the season, as they allowed 4.82 Adjusted line yards per rush.  However, the Chiefs held down Derrick Henry in the title game, allowing just 69 yards on the ground to the bruising back.  The pass defense has also been very good all year, ranking 8th in yards surrendered and generating turnovers on almost 14% of opponent's drives.



Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Kansas City Chiefs48.03San Francisco 49ers51.97-0.4



Overall, this game is a toss up.  The Chief's offense poses huge matchup problems all across the field.  Can Richard Sherman and Jimmy Ward matchup with Hill, Kelce and Hardman?  Can Patrick Mahomes stay upright as he has this season against the ferocious 49ers front?  The Niners rushing attack will pressure the Chiefs as well. If the Niners front seven can force a few stops, I think the Niners can walk away the winners.  If not, I think the Chiefs will be able to force Jimmy G into some bad turnovers trying to press the attack.




Friday, January 17, 2020

NFL Conference Championship Prediction 2020

This weekend we move one step closer to the Super Bowl.  Despite getting a pair matchups that are rematches, both games have teams that few people would have guessed to be here before the season.  The Niners and Titans both have capped seasons that they defied expectations.  The Niners having done so all season, ranking near the top of the program's power rankings from the jump.  The Titans took a bit longer to et going, with the switch to Ryan Tannehill after the their loss to the Broncos.  The Packers, while not being a huge surprise, still were a bit unlikely.  A new head coach and preseason reports of friction with Aaron Rodgers had some thinking they might end up nearer the bottom of the NFC North.  But a Bears collapse and a surprisingly good defense have propelled them back to the title game.  The only team that most prognosticators had here was the Chiefs, and even they had rough patches this season, at the midway point sitting at 5-3. 


Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Kansas City Chiefs74.53Tennessee Titans25.477.9
San Francisco 49ers76.53Green Bay Packers23.478.7

The program has both home teams wining handily, but it might not be so simple.  The Chiefs are facing one of the hottest teams in the league, and one that beat them earlier this year.  The Titans were out gained in that matchup 530 yards to 371 yards, but Derrick Henry was able to thrash the 29th DVOA rushing defense for 188 yards and a pair of touchdowns.  The Titans for their part will have to control the lines of scrimmage like they did against Baltimore last weekend, because their pass defense has not been good enough (21st by DVOA), despite facing the 6th most pass attempts and allowing 9th best Passing Yards per game.  However, the Chiefs still possess the most explosive offense in the league, so the Titans are going to have to score.  And they just havent been consistent enough on that end to show they have a real shot to win.




The Niners have one of the most balanced teams in the league this year, with a defense that ranks 2nd in DVOA and and offense that ranks 7th.  It was on display in the last meeting, where the Niners embarrassed the Packers 37-8.  The Packers lost that game while gaining fewer than 200 yards. It doesn't look like they should have a chance in the rematch either, with a defense that teams were able to run on,allowing almsot 5 yards per carry.  The offense will have to shoulder most of the load here, and hopefully keep Rodgers more upright than the last meeting, where he was sacked 5 times.




Wednesday, January 8, 2020

NFL Divisional Round Predictions 2019

The program had picked all the home teams to win last week, and only the Houston Texans were able to pull it out.  And even that was in doubt for the whole first half.  So what happened?  I had stated I thought the Pats and Eagles were in some real trouble, thanks to a just bland offense and injuries respectively.  The Pats was just about how I had laid it out, but the Eagles might have been very different if not for an in game injury to Carson Wentz.  The Saints just looked befuddled, especially with their own injuries on defense and the return of Adam Thielen to full strength.  

Onto this week, its another home favorites week.  I think the Packers are the weakest of the home teams, so they might have some issues because Seattle still has one of the best offenses in the league with Wilson.  The Chiefs might also be in a  little bit of trouble if the Titans can dictate the pace of the game and limit possessions with Henry against that 29th DVOA rushing defense, but they should score enough points to win.  The Niners defense dipped at the end of the year, but this is an offense they have a blueprint for (its their own) and Kwon Alexander looking healthier after an off week should give them a boost to get past.

Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Kansas City Chiefs80.76Houston Texans19.2410.5
Baltimore Ravens81.98Tennessee Titans18.0211.0
San Francisco 49ers70.36Minnesota Vikings29.646.4
Green Bay Packers65.39Seattle Seahawks34.614.8




Tuesday, December 31, 2019

NFL Wild Card Weekend Predictions 2019

The first round of the playoffs is here.  All the division winners are favored this week, although the matchups should all be tough.  Honestly, the Patriots and Eagles are in the most danger I believe.  The Patriots face a tough team in the Titans that have been much more up since the QB change, and New England from November onwards is a .500 team.  Not counting them out, especially with one of the better defenses in the league (just 22 yards per drive allowed), but if there was a time for them to be in trouble it might be this season.  The Eagles on the othe rhand are in danger thanks to a depleted receiving corps now also might be dealing with a slowed Ertz, who might have lacerated a kidney in Sunday;s win over the Giants.  All season the Eagles have had a higher variability due to injury, and that will likely stay the same this week.

The Saints looked like they were in late season form this week against Carolina, and should be able to get past the Vikings in what could be a shoot out as both defenses rank in the bottom half for yards allowed per drive, and scoring drive percentage.  The Texans and Bills will be an intriguing game, which Houston should be able to win thanks to taking a week to get healthy for a lot of layers.


Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Houston Texans60.46Buffalo Bills39.543.1
New England Patriots74.15Tennessee Titans25.857.8
New Orleans Saints67.82Minnesota Vikings32.185.4
Philadelphia Eagles56.06Seattle Seahawks43.941.9



Thursday, December 26, 2019

NFL Predictions Week 17 2019

The final week of the regular season is upon us.  While some folks will say a large chunk of this week;s slate doesn't matter, it very much does for a good chunk of these players and fans attending the games.


Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Houston Texans63.48Tennessee Titans36.524.1
Cincinnati Bengals39.74Cleveland Browns60.26-3.1
Minnesota Vikings80.76Chicago Bears19.2410.7
Jacksonville Jaguars41.74Indianapolis Colts58.26-2.5
Tampa Bay Buccaneers66.23Atlanta Falcons33.775.1
Dallas Cowboys91.92Washington Redskins8.0816.6
Carolina Panthers32.44New Orleans Saints67.56-5.4
New York Giants39.81Philadelphia Eagles60.19-3.1
Baltimore Ravens86.48Pittsburgh Steelers13.5213.2
Buffalo Bills87New York Jets1313.4
New England Patriots96.53Miami Dolphins3.4721.9
Detroit Lions31.45Green Bay Packers68.55-5.7
Kansas City Chiefs85.65Los Angeles Chargers14.3512.8
Seattle Seahawks43.05San Francisco 49ers56.95-2.2
Denver Broncos74.84Oakland Raiders25.168.0
Los Angeles Rams80.57Arizona Cardinals19.4310.4




Tuesday, December 17, 2019

NFL Predictions Week 16 2019

THis week continues to be an important one for seeding, and for tigh divisional races as well.  The 49ers must win this week to keep pace with Seattle prior to a pivotal week 17 showdown, while the Cowboys need a win otherwise they're out of the playoffs.  The Pats need a win this week to avoid potentially losing the AFC East crown for the first time since 2008. 

Home TeamHome Team Win ChanceAway TeamAway Team Win ChanceHome Margin
Tampa Bay Buccaneers60.81Houston Texans39.193.3
New England Patriots77.17Buffalo Bills22.838.8
San Francisco 49ers75.35Los Angeles Rams24.658.2
Tennessee Titans52.42New Orleans Saints47.580.6
Cleveland Browns29.93Baltimore Ravens70.07-6.2
New York Jets30.98Pittsburgh Steelers69.02-5.9
Indianapolis Colts64.19Carolina Panthers35.814.4
Washington Redskins57.35New York Giants42.652.2
Atlanta Falcons79.55Jacksonville Jaguars20.459.7
Miami Dolphins50.86Cincinnati Bengals49.140.3
Denver Broncos70.86Detroit Lions29.146.8
Los Angeles Chargers79.9Oakland Raiders20.19.9
Seattle Seahawks82.85Arizona Cardinals17.1511.3
Philadelphia Eagles45.87Dallas Cowboys54.13-1.1
Chicago Bears38.01Kansas City Chiefs61.99-3.6
Minnesota Vikings72.33Green Bay Packers27.677.1