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The peril of ignoring analytics


WIDE LEFT

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1 hour ago, Motorin' said:

I don't think he went conservative bc he reverted to his "nature." I think he went conservative and took the points bc he thought the offense wouldn't convert the TD.


they don’t even have to convert 50% to come out ahead going for it. You have to take the shot. You aren’t winning with fgs there so I’d rather lose not converting touchdowns 

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2 hours ago, WIDE LEFT said:

But history has proven you can’t make a great O like KC “inefficient”. When the only teams that have ever beaten Mahomes have averaged 36 points, it might be obvious to even somebody like u that u don’t beat this team in 13-10 games. Not happening- never has - pretty obvious to all but the oblivious

I don't think you are discussing analytics, you are simply stating that all the teams that have beat them scored a bunch. The Chiefs scored 17, and low 20's multiple times this year in one score games, if their opponent scored one more point in any of those games they win. You have a small bit of information and are calling it analytics.

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2 hours ago, WIDE LEFT said:

Went conservative because O was terrible? O marched ball down the field for 3 points on first possession- McD played his soft soft conservative zone from the very first play KC had the ball. What game were u watching? 

 

Just change your username to LAMP.

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3 hours ago, WIDE LEFT said:

Analytics for years now has consistently demonstrated that the “strategy” of controlling the clock via run game etc so as to keep a great QB on the sidelines is a losing strategy. Not a shred of evidence that it ever works, despite many in the WNY media touting this strategy. 

It worked for the Giants in the Bill's first Superbowl loss. 

 

BTW the Giants' defensive coordinator was so guy named Belichick.  What ever became of him?

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3 hours ago, WIDE LEFT said:

Herein is the monumental failure. Mahomes has lost only 9 games in his career. The average score of the 9 teams that beat him was 36 points. The only way any team has beat him was to outscore him. McD employed the complete opposite of the only strategy that has ever been consistently successful v KC. Look, we would have probably lost anyway, but we did not go down swinging, because our head coach went with his gut, instead of the hard evidence that analytics provides. 

 

 

 

News flash:  The only way to beat ANY team is to outscore them.  

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3 hours ago, WIDE LEFT said:

I think Coach McD is great and I hope he is our HC for years to come. But he badly stubbed his toe in the biggest game of his HC career because he ignored analytics and reverted to his (natural) conservative form. I am not talking about the field goal decisions, although they were terrible and unsupported by analytics as well. What I am referring to here is the overall strategy he employed in this game.

 

Analytics for years now has consistently demonstrated that the “strategy” of controlling the clock via run game etc so as to keep a great QB on the sidelines is a losing strategy. Not a shred of evidence that it ever works, despite many in the WNY media touting this strategy. Far more troubling is McD playing softest zone, force them to take lots of plays and lots of time to score. Of course, this strategy also keeps your offense on the sideline for a long time. It’s a strategy designed to shorten the game. It’s a strategy that prevents your O from producing a lot of points. 

 

Herein is the monumental failure. Mahomes has lost only 9 games in his career. The average score of the 9 teams that beat him was 36 points. The only way any team has beat him was to outscore him. McD employed the complete opposite of the only strategy that has ever been consistently successful v KC. Look, we would have probably lost anyway, but we did not go down swinging, because our head coach went with his gut, instead of the hard evidence that analytics provides. 

 

 

In response to this, I'm going to say what I've said a few times before.  It isn't completely original - the core of the idea was said in this forum a few months ago.  

 

Before I say it, I have to say that people are getting carried away with how to beat KC.   I mean, sure, the Bills have to beat KC, but the real objective is to become the team to beat, not to be the team that can beat the team to beat.   Having said that, I think you're right that the Bills playing style should be to score a lot of points, and that's exactly what you're saying.

 

Here's the way I think it should be:  The Buffalo Bills have a generational quarterback.  He is one of the smartest QBs ever to play in the league.  He is one of the best natural leaders ever to play QB in the league.   He is one of the best throwers ever to have played in the league.  Of all of the Hall of Fame caliber throwers in the history of the league, he may be the best runner ever.   He is one of the biggest, strongest quarterbacks in the league.  

 

The Bills objective shouldn't be to score a lot of points to beat KC.  Their objective should be to score a lot of points because they have the best QB in the world for scoring points.  That's why Beane traded for Diggs.

 

And because that's the kind of offense the Bills should have, that's why the Bills shouldn't play defense that challenges the opponent to go on long clock-eating drives.  The Bills should play defense that challenges the opponent to score fast or punt, because that's the kind of defense that gets the ball into Allen's hands quickly.  The Bills defense should take risks, force turnovers, and challenges the opponent to beat them long.  Granted, KC is uniquely equipped to do exactly that, but that just defines the nature of the challenge when the Bills play the Chiefs.  

 

The Bills defense should pressure the QB mercilessly and should challenge him to beat the Bills deep by taking away all the short stuff.  Make Kelce irrelevant.  That is exactly how the Chiefs played the Bills - take the run away, take the short game away, dare them to go long.   The Bills played into the Chiefs hands by being passive, true, but the problem with being passive is not that it helped the Chiefs offense.   The problem is that style doesn't complement the Bills offense.

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3 hours ago, ScottLaw said:

Fans don’t like to be reminded of their coach with a lame ass game plan in the biggest game of the year....  otherwise 100% agree. Game was over when he kicked a FG from the 6 on 4th and 3 down 21-9. He caved.

Maybe they do get stopped....doesn’t change the fact that it was the wrong decision to kick FGs to not get blown out.(Even though it turned into one anyway)

The game was over when Allen was picked and it became a 3 score game.  That was after both Fgs.  The offense didnt do enough to win.  The d was a mess but its the Chiefs it happens.  

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4 hours ago, WIDE LEFT said:

 

 

Herein is the monumental failure. Mahomes has lost only 9 games in his career. The average score of the 9 teams that beat him was 36 points. The only way any team has beat him was to outscore him. McD employed the complete opposite of the only strategy that has ever been consistently successful v KC. 

 

 

 

 

I looked this up.  No team has ever beaten Mahomes and the Chiefs without outscoring them.  Every team that took the opposite strategy lost.

 

I'm on board with this.

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1 minute ago, Shaw66 said:

In response to this, I'm going to say what I've said a few times before.  It isn't completely original - the core of the idea was said in this forum a few months ago.  

 

Before I say it, I have to say that people are getting carried away with how to beat KC.   I mean, sure, the Bills have to beat KC, but the real objective is to become the team to beat, not to be the team that can beat the team to beat.   Having said that, I think you're right that the Bills playing style should be to score a lot of points, and that's exactly what you're saying.

 

Here's the way I think it should be:  The Buffalo Bills have a generational quarterback.  He is one of the smartest QBs ever to play in the league.  He is one of the best natural leaders ever to play QB in the league.   He is one of the best throwers ever to have played in the league.  Of all of the Hall of Fame caliber throwers in the history of the league, he may be the best runner ever.   He is one of the biggest, strongest quarterbacks in the league.  

 

The Bills objective shouldn't be to score a lot of points to beat KC.  Their objective should be to score a lot of points because they have the best QB in the world for scoring points.  That's why Beane traded for Diggs.

 

And because that's the kind of offense the Bills should have, that's why the Bills shouldn't play defense that challenges the opponent to go on long clock-eating drives.  The Bills should play defense that challenges the opponent to score fast or punt, because that's the kind of defense that gets the ball into Allen's hands quickly.  The Bills defense should take risks, force turnovers, and challenges the opponent to beat them long.  Granted, KC is uniquely equipped to do exactly that, but that just defines the nature of the challenge when the Bills play the Chiefs.  

 

The Bills defense should pressure the QB mercilessly and should challenge him to beat the Bills deep by taking away all the short stuff.  Make Kelce irrelevant.  That is exactly how the Chiefs played the Bills - take the run away, take the short game away, dare them to go long.   The Bills played into the Chiefs hands by being passive, true, but the problem with being passive is not that it helped the Chiefs offense.   The problem is that style doesn't complement the Bills offense.

This.  When Buffalo went agressive the defense played better.  Playing bend but dont break plays into the the opposing teams hand.  Atleast the ones without Mahomes.  To be more agressive they need a better CB to go with Tre and Johnson.  

 

To a point this offseason needs t9 have 1 goal in mind.  Bridge the gap to KC.  For 25 years it was to win the division.  Now its beat KC.  How Beane and Mcdermott feel they accomplish thats where they need to go. 

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2 minutes ago, ScottLaw said:

Yea... I'm just saying I knew the Bills weren't winning the game when he made that decision. Even before all that happened..... 9 point game. Defense couldn't stop anything and Chiefs getting the ball to start the 3rd. Dumb decision. Hopefully lesson finally learned. 

Imo its like a boxer facing Tyson.  He is coming and he throwing bombs.  Frustrate him and take his shots be folded.  Same thing with Kc.  I do think Buffalo needs more on the d line though.

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55 minutes ago, ScottLaw said:

Think your missing his point... you don't beat the Chiefs opting to kick FGs when your defense wasn't stopping anything.

 

You be aggressive. McD was the opppisite of aggressive. 

That is not his point- he states explicitly that he is not discussing the field goals. His point is that we should have run a faster offense because they have only lost games where the other team scored 38 points. We did not make plays and that is why we lost, KC was prepared for the way the game was called by the officials and we were not.( I am not blaming officials since they were consistent)

21 minutes ago, Shaw66 said:

In response to this, I'm going to say what I've said a few times before.  It isn't completely original - the core of the idea was said in this forum a few months ago.  

 

Before I say it, I have to say that people are getting carried away with how to beat KC.   I mean, sure, the Bills have to beat KC, but the real objective is to become the team to beat, not to be the team that can beat the team to beat.   Having said that, I think you're right that the Bills playing style should be to score a lot of points, and that's exactly what you're saying.

 

Here's the way I think it should be:  The Buffalo Bills have a generational quarterback.  He is one of the smartest QBs ever to play in the league.  He is one of the best natural leaders ever to play QB in the league.   He is one of the best throwers ever to have played in the league.  Of all of the Hall of Fame caliber throwers in the history of the league, he may be the best runner ever.   He is one of the biggest, strongest quarterbacks in the league.  

 

The Bills objective shouldn't be to score a lot of points to beat KC.  Their objective should be to score a lot of points because they have the best QB in the world for scoring points.  That's why Beane traded for Diggs.

 

And because that's the kind of offense the Bills should have, that's why the Bills shouldn't play defense that challenges the opponent to go on long clock-eating drives.  The Bills should play defense that challenges the opponent to score fast or punt, because that's the kind of defense that gets the ball into Allen's hands quickly.  The Bills defense should take risks, force turnovers, and challenges the opponent to beat them long.  Granted, KC is uniquely equipped to do exactly that, but that just defines the nature of the challenge when the Bills play the Chiefs.  

 

The Bills defense should pressure the QB mercilessly and should challenge him to beat the Bills deep by taking away all the short stuff.  Make Kelce irrelevant.  That is exactly how the Chiefs played the Bills - take the run away, take the short game away, dare them to go long.   The Bills played into the Chiefs hands by being passive, true, but the problem with being passive is not that it helped the Chiefs offense.   The problem is that style doesn't complement the Bills offense.

Honestly with 20/20 hindsight you are probably correct. They planned to face something similar to what they saw in October and we gave it to them. If we had thrown a different style maybe we have a chance, at the very least do that after half.

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I remember in the Colts playoff game Coach Reich did all the correct analytics stuff and played himself out of the game.

 

Just because stuff should work based on averages of all teams doesn't mean it would work vs the defending SB champs when your offense is sucking eggs.

 

I trust Coach McDermott's judgement over what stat geeks say he should do.

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I work in an analytics organization.  We support many internal and external clients.  We generate what we call "insights" rather than decisions or strategy based on analytics and data.  Its one input into the process.  The idea is to supplement your management team's abilities and experience with data and statistics.  Not replace it.

 

My thinking is the debate over the strategy to be more aggressive or not is irrelevant.  Not taking a FG at halftime would result in getting 7 or getting 0.  What was the probability of getting 7 there given the circumstances?  Greater than 50%?  Would that be enough for you to gamble?  The problem is we don't really know for sure what the probability of each outcome is here.  Would it have made a difference in the outcome?  Why debate a series of hypothetical situations that cannot be proven or disproven using the analytics tool some cite as supporting their claims? 

 

My conclusion is the Chiefs just have more talent than the Bills do on their starting 22.  I don't think this is debatable.  I think its supported by facts and data.  You can use analytics or just your own common sense and tell me how many Chiefs would you select position by position to fill out a 22 man starting line up?  Maybe 15 Chiefs and 7 Bills?  Or something close to that.  I'd be hard pressed to say anyone would select a majority of Bills players if they were being objective about it.  That's why they lost.  No amount of strategizing is going to over come that gap.  We need to upgrade the starting line up and close the talent and speed and skill gap to defeat and compete consistently with that team. 

Edited by All_Pro_Bills
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you guys can talk Analytics till your blue in the face... None of those Analytics support being more aggressive on either side of the ball. The questions on how to beat KC is easy.. Top 3 defense with a run game LIKE what Miami had OR... you out gun them. Like the Raiders did.

 

Now.. we all THOUGHT going into this year we had a top 3 defense. Then these same Analytics you guys speak of told us Josh Is playing amazing ball and our defense is struggling. 

 

Now..

 

If you want to put ANYTHING on McD' through out this year its "wth is up with our defense" this year? the answer is easy... We spent $104 mil on Defense this year 17% of that on failing Defensive Tackles that for most of the games could not shed a block if they were paid to do so... oh wait they were... and on the Edge ? Addison who could only manage ONE SACK this year and Hughes through the regular season only put up 4.5 sacks. That was our problem.

 

In short. We spent $104 mil on defense expecting our defense to take us home while our offense just gets the job done.. Instead reverse roll.

 

tell me folks.. If we had Miami's Defense with our Offense.. Who in the heck you think would of won that game? We expected our defense do be as good as Miami's defense and the grape didnt make it out of the gate...

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15 hours ago, NewEra said:

This could’ve been put in the 273 other threads about the game that are still being discussed.  In fact, I think you wrote something very similar in other threads.  Look at my thread!

 

Except I'm not looking through any of those super general long threads that I haven't been engaged with from the start...I'm looking in a smaller very specific thread that caught my attention...guessing I'm not alone.

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44 minutes ago, HardyBoy said:

 

Except I'm not looking through any of those super general long threads that I haven't been engaged with from the start...I'm looking in a smaller very specific thread that caught my attention...guessing I'm not alone.

Oh yeah, my bad.  I suppose you were looking for one of those threads about analytics that contains zero analytics.  You hit the mother load here!!  Enjoy!

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16 hours ago, Motorin' said:

I don't think he went conservative bc he reverted to his "nature." I think he went conservative and took the points bc he thought the offense wouldn't convert the TD.

 

if MCD didn’t think the offense can convert the TD’s against the worst red zone defense he needs a new OC, and if he also thinks his soft zone D will stop KC’s offense at that point in the game he’s simply hoping.  

2 hours ago, All_Pro_Bills said:

I work in an analytics organization.  We support many internal and external clients.  We generate what we call "insights" rather than decisions or strategy based on analytics and data.  Its one input into the process.  The idea is to supplement your management team's abilities and experience with data and statistics.  Not replace it.

 

My thinking is the debate over the strategy to be more aggressive or not is irrelevant.  Not taking a FG at halftime would result in getting 7 or getting 0.  What was the probability of getting 7 there given the circumstances?  Greater than 50%?  Would that be enough for you to gamble?  The problem is we don't really know for sure what the probability of each outcome is here.  Would it have made a difference in the outcome?  Why debate a series of hypothetical situations that cannot be proven or disproven using the analytics tool some cite as supporting their claims? 

 

My conclusion is the Chiefs just have more talent than the Bills do on their starting 22.  I don't think this is debatable.  I think its supported by facts and data.  You can use analytics or just your own common sense and tell me how many Chiefs would you select position by position to fill out a 22 man starting line up?  Maybe 15 Chiefs and 7 Bills?  Or something close to that.  I'd be hard pressed to say anyone would select a majority of Bills players if they were being objective about it.  That's why they lost.  No amount of strategizing is going to over come that gap.  We need to upgrade the starting line up and close the talent and speed and skill gap to defeat and compete consistently with that team. 

 

the only way to beat a more talented team is out execute it, out coach it, and be smartly aggressive.  The Bills did none of these things. 

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