Ring Probability Added
by Joe Harris
When arguing a QB's "greatness" people often quote the number of rings a player has as a definitive conclusion to a debate. For example, Dilfer is obviously greater than Marino because he has a ring. And there is nothing else to it. That statement takes the logic a bit further than most people would, but that is essentially how a lot of fans view the world. Whilst I am not a fan of this form of logic, I thought that it would be interesting to look at this concept through the lens of WPA or, more specically, RPA - Ring Probability Added.
Ring Probability Added
The basic idea is to take Brian's WPA stats and weight it depending on the magnitude of the game. For example, in 2004 when New England beat Carolina, Tom Brady essentially did enough to win the game single-handedly with +0.97 WPA. This corresponds to +0.49 RPA - he increased New England's chances of winning the Superbowl by 49%.
The game magnitudes I assigned were:
- Superbowl: 50%
- Conference Championship: 25%
- Divisional Round: 12.5%
- Wild Card Round: 6.25%
- Regular Season Game: 0.4%
I thought it would also be fun to think about the Total Rings a player wins for himself and his teammates. Based on the assumption of 53 players on an NFL roster, I multiply the RPA by 53. Using this logic I conclude that in Brady's career he has won 73 rings for himself and his teammates.
It should go without saying that every QBs RPA is extremely dependent on the performance of the O-line and receivers in the same games.
The Results
The results are not hugely surprising. Brady leads the way with +1.38 RPA, followed by the Manning brothers, Roethlisberger and Brees - the winners of 5 of the last 6 Superbowls.
My favourite result is that Rex Grossman managed to total -0.38 RPA or -20 Total Rings in just one season. This is amazing but it is really a testament to that Bears defence; Not only did he play badly enough to lose each playoff game, the rest of the team bailed him out just enough that he had a chance to further hurt their chances in the next round.
| Rank | Name | RPA | Total Rings |
|---|---|---|---|
| 1 | T. Brady | +1.38 | 73 |
| 2 | P.Manning | +0.75 | 40 |
| 3 | B.Roethlisberger | +0.57 | 30 |
| 4 | E.Manning | +0.56 | 30 |
| 5 | D.Brees | +0.52 | 27 |
| 6 | K.Warner | +0.49 | 26 |
| 7 | J.Delhomme | +0.30 | 16 |
| 8 | A.Rodgers | +0.27 | 14 |
| 9 | D.Culpepper | +0.16 | 9 |
| 10 | S.McNair | +0.16 | 8 |
| 11 | M.Sanchez | +0.15 | 8 |
| 12 | M.Bulger | +0.12 | 6 |
| 13 | J.Garcia | +0.09 | 5 |
| 14 | P.Rivers | +0.08 | 4 |
| 15 | B.Johnson | +0.08 | 4 |
| 145 | J.Flacco | -0.11 | -6 |
| 146 | T.Dilfer | -0.12 | -6 |
| 147 | R.Gannon | -0.14 | -7 |
| 148 | K.Collins | -0.23 | -12 |
| 149 | R.Grossman | -0.37 | -20 |
Some Final Thoughts
When I started this analysis I was hoping that the results would show Peyton in a more favourable light. Whilst I obviously wasn't expecting him to outperform Tom Brady, I did think that he would do slightly better vs Eli and Big Ben. However, if you account for the number of seasons each QB has played all three QBs have just over 3.5 RPA per season.
For good quarterbacks, having a good defence and running game is still very important when it comes to accumulating RPA. The chart below shows that Peyton has actual done more to get his teams to Superbowls than Tom Brady. Unfortunately for him this only translated to 2 Superbowls in real life vs Brady's 5.
(click on the chart for a larger, clearer version.)

Conversely, for bad quarterbacks, it can be better to have a bad defence - as highlighted by Rex Grossman who otherwise would never have been in a position to post such terrible stats in big games.

6 comments:
What years did this cover? This is most important to Warner, who should have a great deal of RPA from the 99-01 seasons.
Fun idea! I'm a little confused why the Super Bowl doesn't count as 100% though? I mean, if you've won the game that is the Super Bowl, then that means you're 100% likely to have won the actual Super Bowl.
tunesmith, but if you don't make the Superbowl then you can't win it, and if you don't win in the divisional round then you can win in the championship round, etc.
It only covers 2000 onwards - so yes there is a problem for many QBs such as Warner, Favre etc.
The Super Bowl only counts as 50% because at the beginning of the game you already have a 50% chance of winning.
So by winning that game you have added 50% to get to a total of 100%.
Joe Harris
Much like the stats WPA/game and WPA / play, you should adjust this to a RPA added per, perhaps dividing by the sum total of all games played in, with each game appropriately modified by their leverage index (so playing in a super bowl is worth 128 times playing in a regular season game and so on). That would make this a more interesting stat, otherwise it just benefits QBs who have played in the most high leverage games (regardless of whether they got the team there or not), since a replacement QB has an above 0 expected WPA in any given game.
"perhaps dividing by the sum total of all games played in, with each game appropriately modified by their leverage index"
This would just result in WPA/Game - no?
I think you do raise two valid points though:
1) RPA could be adjusted so that it is "RPA added per". I would suggest dividing by the number of seasons.
2) Replacement level QBs do have above 0 WPA/game. So any QB who is either good, average or even slightly below average will benefit from more opportunities to accumulate RPA, regardless of whether they earned them.
In fact, one of my biggest problems with WPA as a stat for QBs is that replacement level has changed over time. These are the WPA/game stats for regular seasons from 2000 - 2011:
2000: 0.011
2001: 0.008
2002: 0.036
2003: 0.018
2004: 0.054
2005: 0.017
2006: 0.024
2007: 0.028
2008: 0.079
2009: 0.075
2010: 0.066
2011: 0.084
There is a big jump after 2007. So QBs playing after 2007 are going to have better WPA stats.
I am not sure whether this is because the model is not consistent across years or because coaches are now acting making different decisions (e.g. run/pass ratio). Probably a bit of both.
But this was only meant as a bit of fun, and I did not want to over-complicate matters by taking into account replacement level QB WPA.
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