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Quality Starts: Running Back (PPR Scoring)

Quality Starts for 2015 for Running Backs Using PPR Scoring

There are some fantasy football players that believe that the lineup you pick can lose you a game just as much as it can win a contest. Having a player give you a consistent performance week after week can be considered more valuable than a player who goes off every third week and then takes two weeks off between those fantastic performances. Consistency has a value, and it does not take much of a leap to understand that players that you can rely on for solid games when you need them (such as in your postseason) are a huge advantage.

Baseball has a term called "Quality Starts" for pitchers, which is a statistic that represents how often a starting pitcher will put up a good (not great, just good) performance in a given game. The bar is set neither high nor low (six innings pitched, three earned runs or fewer) so as to gauge a decent performance. The theory behind it is that if your pitcher gives you a Quality Start, your team has a fighting chance to win a given game.

So now we need to translate this to football. What is "quality" for each position? How do we define a "Quality Start" for quarterbacks or running backs or any other position? Looking back at the 2015 season, I decided to take the #12 RB for the year (Mark Ingram, 205.4 fantasy points) and take that fantasy total and divide it by 16 for a per game average. Now a case can be made to argue against doing this. I did not account for missed games or a per-start performance metric, but I believe that the numbers will get averaged out by doing this method. Also, taking RB12 seems a bit arbitrary, but if you are looking for a bare minimum of quality, the 12th RB should be the "worst starter" in your fantasy league as a RB1 and a great RB2.

So now we move on to the next question - one of quantifying the quality. At what point do we decide whether or not a running back has given us a quality performance? Here is where it gets a bit murky, but looking at the distribution of RB performances by starters over the season and it becomes evident that the using the 12th RB average and adding or subtracting a percentage gives us a good range for a RB Quality Start.

Using the RB Quality Start range, we can also define a bad performance or an excellent performance as either falling below or exceeding the Quality Start range. Table 1 gives us the fantasy points that it takes to fall in each of the three areas:

RB Start Type Fantasy Points
Bad Start 0 to 9.6
Quality Start 9.7 to 16.0
Excellent Start 16.1+

Table 1: 2015 RB Quality Start and Fantasy Point Ranges - PPR Scoring

Table 2 shows us the breakdown of all the Top 50 RBs and how many of each type of start resulted for each:

Running Back Team Excellent Quality Bad Total
Devonta Freeman ATL 10 2 3 15
Adrian Peterson MIN 7 5 4 16
Danny Woodhead SDC 7 4 5 16
Doug Martin TBB 6 6 4 16
DeAngelo Williams PIT 7 2 6 15
Lamar Miller MIA 6 2 8 16
Matt Forte CHI 7 4 2 13
David Johnson ARI 5 5 6 16
Todd Gurley STL 6 4 3 13
Latavius Murray OAK 4 5 7 16
Chris Ivory NYJ 5 4 6 15
Mark Ingram NOS 6 5 1 12
Darren McFadden DAL 5 6 5 16
Frank Gore IND 4 6 6 16
DeMarco Murray PHI 5 4 6 15
Charles Sims TBB 3 6 7 16
LeSean McCoy BUF 5 5 2 12
Giovani Bernard CIN 2 7 7 16
Theo Riddick DET 2 7 7 16
Jeremy Hill CIN 4 4 8 16
James Starks GBP 3 4 9 16
Rashad Jennings NYG 3 6 7 16
Jonathan Stewart CAR 3 6 4 13
Duke Johnson CLE 1 5 10 16
Ronnie Hillman DEN 3 6 7 16
Shane Vereen NYG 4 3 9 16
T.J. Yeldon JAC 3 7 2 12
Darren Sproles PHI 1 6 9 16
Javorius Allen BAL 4 2 10 16
Jeremy Langford CHI 2 3 10 15
C.J. Anderson DEN 3 2 10 15
Eddie Lacy GBP 3 5 7 15
Isaiah Crowell CLE 2 3 11 16
Bilal Powell NYJ 3 4 4 11
Charcandrick West KCC 4 0 8 12
Ryan Mathews PHI 3 4 5 12
Thomas Rawls SEA 3 2 7 12
Karlos Williams BUF 3 5 3 11
LeGarrette Blount NEP 3 1 7 11
James White NEP 3 2 6 11
Justin Forsett BAL 2 4 4 10
Matt Jones WAS 2 2 9 13
Dion Lewis NEP 4 1 2 7
Ameer Abdullah DET 2 2 12 16
Melvin Gordon SDC 1 5 8 14
Antonio Andrews TEN 0 7 7 14
Alfred Blue HOU 2 4 8 14
Le\'Veon Bell PIT 4 0 2 6
Chris Johnson ARI 2 3 6 11
Joique Bell DET 2 1 10 13
    184 198 316  

Table 2: 2015 RB Start Types Sorted By Top 50 RBs - PPR Scoring

That's a lot of info to digest, so let me help. First, we see that there are not quite as many Excellent Starts (184) as Quality Starts (198), but given some injuries and more committee backfields it does make sense that there would be fewer elite performances. In comparison to the last six seasons, the numbers are not too far apart (2009: 183 Excellent Starts, 229 Quality Starts, 2010 was 146 and 218, 2011 was 183 and 199, 2012 was 170 and 218, 2013 was 172 and 206 and finally 2014 was 193 and 196). There were a lot of Bad Starts in 2015 (316), but we are only looking for the best here, plus a "start" is not as definitive for a positional player that may just see partial playing time. The interesting part in 2010 was the sharp dip in Excellent Starts with only 146 total, or less than 10 per week. That seems to be related to the higher threshold for excellence in 2010, as it took over 19.2 points that year to qualify while it was just 17.5 or more in 2009 and a similar total of 17.6 or more points in 2011, 17.2 in 2012, 17.8 in 2013 and just 16.1 or more the last two seasons.

Now, to dig deeper, let's look at the numbers distributed in two different ways. First, I need to define a valuable starting running back in this system. We want a RB that will win more fantasy games than lose them, so we want either "Quality" or "Excellent" starts. Using a simple formula of scoring each type of start, we can define the value of a given NFL running back. Here is the formula:

STARTING FANTASY RB VALUE = EXCELLENT STARTS - BAD STARTS

We neglect to look at Quality Starts because they neither win games nor lose them on average - they are just average RB performances. We only really care about how often he helps our team vs. how often he hurts it. Giving a "-1" value to bad starts and "+1" to excellent ones does this for us.

On with the results, sorted by value:

Running Back Team Excellent Quality Bad Total NetVal
Devonta Freeman ATL 10 2 3 15 7
Matt Forte CHI 7 4 2 13 5
Mark Ingram NOS 6 5 1 12 5
Adrian Peterson MIN 7 5 4 16 3
Todd Gurley STL 6 4 3 13 3
LeSean McCoy BUF 5 5 2 12 3
Danny Woodhead SDC 7 4 5 16 2
Doug Martin TBB 6 6 4 16 2
Dion Lewis NEP 4 1 2 7 2
Le\'Veon Bell PIT 4 0 2 6 2
DeAngelo Williams PIT 7 2 6 15 1
T.J. Yeldon JAC 3 7 2 12 1
Darren McFadden DAL 5 6 5 16 0
Karlos Williams BUF 3 5 3 11 0
David Johnson ARI 5 5 6 16 -1
Chris Ivory NYJ 5 4 6 15 -1
DeMarco Murray PHI 5 4 6 15 -1
Jonathan Stewart CAR 3 6 4 13 -1
Bilal Powell NYJ 3 4 4 11 -1
Lamar Miller MIA 6 2 8 16 -2
Frank Gore IND 4 6 6 16 -2
Ryan Mathews PHI 3 4 5 12 -2
Justin Forsett BAL 2 4 4 10 -2
Latavius Murray OAK 4 5 7 16 -3
James White NEP 3 2 6 11 -3
Charles Sims TBB 3 6 7 16 -4
Jeremy Hill CIN 4 4 8 16 -4
Rashad Jennings NYG 3 6 7 16 -4
Ronnie Hillman DEN 3 6 7 16 -4
Eddie Lacy GBP 3 5 7 15 -4
Charcandrick West KCC 4 0 8 12 -4
Thomas Rawls SEA 3 2 7 12 -4
LeGarrette Blount NEP 3 1 7 11 -4
Chris Johnson ARI 2 3 6 11 -4
Giovani Bernard CIN 2 7 7 16 -5
Theo Riddick DET 2 7 7 16 -5
Shane Vereen NYG 4 3 9 16 -5
James Starks GBP 3 4 9 16 -6
Javorius Allen BAL 4 2 10 16 -6
Alfred Blue HOU 2 4 8 14 -6
C.J. Anderson DEN 3 2 10 15 -7
Matt Jones WAS 2 2 9 13 -7
Melvin Gordon SDC 1 5 8 14 -7
Antonio Andrews TEN 0 7 7 14 -7
Darren Sproles PHI 1 6 9 16 -8
Jeremy Langford CHI 2 3 10 15 -8
Joique Bell DET 2 1 10 13 -8
Duke Johnson CLE 1 5 10 16 -9
Isaiah Crowell CLE 2 3 11 16 -9
Ameer Abdullah DET 2 2 12 16 -10

Table 3: 2015 RB Start Types Sorted By Value - PPR Scoring

This is a lot of information once again, but there are some important things to note here.  First, unlike last year where the top of the chart was dominated by the runningbacks considered to be the elite fantasy RBs heading into 2015, Table 3 has names that are all over the map.  We have a few studs like Adrian Peterson and Le'Veon Bell in the Top 10, but who would have put Dion Lewis in that same group?  This chart really hints that 2016 is going to be a very interesting season at the RB position, and doing your homework this summer to know who is the lead back for all 32 teams could mean all the difference for your team this year.     

Lastly I will sift through it for you and get right to the heart of the matter with our final table. Here we have the results sorted by value for the Top 36 RBs on the 2016 ADP list.

Running Back Team Excellent Quality Bad Total NetVal ADP
Devonta Freeman ATL 10 2 3 15 7 15
Mark Ingram NOS 6 5 1 12 5 24
Matt Forte CHI 7 4 2 13 5 35
Todd Gurley STL 6 4 3 13 3 5
Adrian Peterson MIN 7 5 4 16 3 10
LeSean McCoy BUF 5 5 2 12 3 34
Jamaal Charles KC 4 0 1 5 3 18
Le\'Veon Bell PIT 4 0 2 6 2 4
Doug Martin TBB 6 6 4 16 2 26
Dion Lewis NEP 4 1 2 7 2 43
Danny Woodhead SDC 7 4 5 16 2 61
T.J. Yeldon JAC 3 7 2 12 1 84
Karlos Williams BUF 3 5 3 11 0 94
David Johnson ARI 5 5 6 16 -1 7
DeMarco Murray PHI 5 4 6 15 -1 52
Jonathan Stewart CAR 3 6 4 13 -1 72
Chris Ivory NYJ 5 4 6 15 -1 89
Lamar Miller MIA 6 2 8 16 -2 16
Ryan Mathews PHI 3 4 5 12 -2 65
Frank Gore IND 4 6 6 16 -2 81
Carlos Hyde SF 2 1 4 7 -2 41
Justin Forsett BAL 2 4 4 10 -2 97
Latavius Murray OAK 4 5 7 16 -3 46
Eddie Lacy GBP 3 5 7 15 -4 28
Thomas Rawls SEA 3 2 7 12 -4 39
Jeremy Hill CIN 4 4 8 16 -4 60
Charles Sims TBB 3 6 7 16 -4 88
Giovani Bernard CIN 2 7 7 16 -5 64
C.J. Anderson DEN 3 2 10 15 -7 40
Matt Jones WAS 2 2 9 13 -7 57
Melvin Gordon SDC 1 5 8 14 -7 77
Jay Ajayi MIA 0 2 7 9 -7 55
Jeremy Langford CHI 2 3 10 15 -8 54
Duke Johnson CLE 1 5 10 16 -9 59
Ameer Abdullah DET 2 2 12 16 -10 74
Ezekiel Elliott DAL Rookie 11

Table 4: 2016 Top Drafted RBs Sorted By 2015 Value - PPR Scoring

Heading into last year, there were a lot of new names in the Top 50 RB Draft list, but 2016 looks quite a bit different.  First, only one rookie (Ezekiel Elliott) is listed - but he is considered to be a RB1 heading into this season as the lead back for Dallas.  While you might think that this means that there is not a lot of change for 2016, you would be incorrect in that thinking.  Several tailbacks have switched teams since March, so as I stated earlier, you really need to know who is playing where and what the various depth charts look like heading into September.  Just as an example, Matt Forte's move to the Jets impacts Forte and Jeremy Langford (stock up in Chicago).  What about Chris Ivory? He's now in Jacksonville.  A similar story plays out in Miami, as Lamar Miller is now a Texan and Jay Ajayi is the projected starter.   Even a player such as David Johnson who finished the year strong in 2015 shows poorly on the charts since he was not the starter to begin last season in Arizona.  While 2015 data is nice to have, it may not be the best indication for 2016 value - preseason depth charts and following Footballguys news may be your best edge.   

With so much turmoil at tailback, it is important to point out that this value list is based solely on last year's results. There is no reason to believe in these numbers as indications of 2016 performance, but having this information available should give you more to think about when deciding who you will have leading your fantasy team this year.

Questions, suggestions and comments are always welcome to pasquino@footballguys.com.