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Some thoughts on/analysis of SEC strength of schedule numbers (long)
Posted on 12/2/24 at 4:09 pm
Posted on 12/2/24 at 4:09 pm
I've been thinking a lot about strength of schedule in this new era of college football (between the 12-team playoff and expanded conferences). There has been a lot of conversation around tRant about whether we should schedule big-name OOC opponents, and rightfully so (IMO) given how the past few years have gone.
One thing I haven't seen discussed a ton is how the strength of schedule within SEC play affects things. It makes sense. We consider the SEC to be the toughest conference in the country, and theoretically there are no "easy" SEC schedules. And historically, the schedule has been fairly static anyway with the old division system.
This year, though, there is a dramatic amount of variation among the strength of SEC schedules. What really made me start thinking about this was the fact that Texas went 7-1 in SEC play and will be #2 in the country going into the SECCG, despite not beating a single team currently ranked in the AP top 25. I wanted to pull some data together to see whether there was a correlation for SEC teams between success and strength of schedule.
The first thing I looked at was FPI. ESPN defines their FPI SOS rank as:
Here are the SEC FPI SOS rankings, from strongest to weakest:
I don't know about y'all, but that's pretty striking to me. UGA has obviously performed well in spite of a brutal schedule but it looks like there's a pretty clear trend outside of that.
The next thing I wanted to see was whether I could actually plot win% against SOS. This gets rather tricky, because ESPN doesn't actually release the raw ratings for FPI SOS. They only release the rankings, as far as I can tell. Plotting anything against rankings can get dicey because for example there might be a much larger SOS difference from #1 to #4 than from #28 to #31.
I decided to build an SEC-only SOS metric based on Bill Connelly's SP+. For one thing, I generally like SP+ more than FPI anyway. And I was able to find quite a bit of information online that helped me replicate Connelly's win probability calculations, so I feel pretty confident about the numbers. By limiting it to SEC record and SEC-only SOS, we can look at how the "uncontrollable" part - SEC scheduling - might affect playoff hopes.
Here's what I came up with for strength of schedule:
This SOS metric is built up from the perspective of an average SEC team. The number represents the percentage of games an average SEC team would expect to lose. Higher number = harder schedule. Lower number = easier schedule.
Now let's look at that plotted against SEC record:
Again that is pretty striking to me. UGA seems to be overperforming and Auburn underperforming, but outside of that it looks like a pretty clear correlation.
If you're asking "what's the point?" I would say this: To me, it seems like we might be reaching a place in CFB where the real battle is getting the easiest possible schedule within a respectable conference. I didn't look at this in the context of CFP rankings yet (partially because that's harder and partially because the updated CFP rankings aren't out yet) but Oregon's FPI SOS ranking is #60. Notre Dame #57. Miami #55. SMU #75.
Looking at last week's CFP rankings, the toughest non-SEC SOS (according to FPI) in the entire top 25 was Ohio State at #26.. and they lost. Meanwhile Texas had the lowest SOS in the SEC and still managed to play a harder schedule than anyone else in the CFP top 10 sans Georgia. It just seems crazy to me, now that these conference schedules are all over the place post-expansion.
I don't know if anyone but me finds this stuff interesting, but thought I'd share anyhow.
(Edit: Fixed an error on one of the graphs.)
(Another edit: There’s an error in Tennessee’s SEC record in the table with FPI SOS rankings. Should be 6-2. I’ll fix it later.)
One thing I haven't seen discussed a ton is how the strength of schedule within SEC play affects things. It makes sense. We consider the SEC to be the toughest conference in the country, and theoretically there are no "easy" SEC schedules. And historically, the schedule has been fairly static anyway with the old division system.
This year, though, there is a dramatic amount of variation among the strength of SEC schedules. What really made me start thinking about this was the fact that Texas went 7-1 in SEC play and will be #2 in the country going into the SECCG, despite not beating a single team currently ranked in the AP top 25. I wanted to pull some data together to see whether there was a correlation for SEC teams between success and strength of schedule.
The first thing I looked at was FPI. ESPN defines their FPI SOS rank as:
quote:
Rank among all FBS teams of games already played schedule strength, from perspective of an average Top 25 team.
Here are the SEC FPI SOS rankings, from strongest to weakest:

I don't know about y'all, but that's pretty striking to me. UGA has obviously performed well in spite of a brutal schedule but it looks like there's a pretty clear trend outside of that.
The next thing I wanted to see was whether I could actually plot win% against SOS. This gets rather tricky, because ESPN doesn't actually release the raw ratings for FPI SOS. They only release the rankings, as far as I can tell. Plotting anything against rankings can get dicey because for example there might be a much larger SOS difference from #1 to #4 than from #28 to #31.
I decided to build an SEC-only SOS metric based on Bill Connelly's SP+. For one thing, I generally like SP+ more than FPI anyway. And I was able to find quite a bit of information online that helped me replicate Connelly's win probability calculations, so I feel pretty confident about the numbers. By limiting it to SEC record and SEC-only SOS, we can look at how the "uncontrollable" part - SEC scheduling - might affect playoff hopes.
Here's what I came up with for strength of schedule:

This SOS metric is built up from the perspective of an average SEC team. The number represents the percentage of games an average SEC team would expect to lose. Higher number = harder schedule. Lower number = easier schedule.
Now let's look at that plotted against SEC record:

Again that is pretty striking to me. UGA seems to be overperforming and Auburn underperforming, but outside of that it looks like a pretty clear correlation.
If you're asking "what's the point?" I would say this: To me, it seems like we might be reaching a place in CFB where the real battle is getting the easiest possible schedule within a respectable conference. I didn't look at this in the context of CFP rankings yet (partially because that's harder and partially because the updated CFP rankings aren't out yet) but Oregon's FPI SOS ranking is #60. Notre Dame #57. Miami #55. SMU #75.
Looking at last week's CFP rankings, the toughest non-SEC SOS (according to FPI) in the entire top 25 was Ohio State at #26.. and they lost. Meanwhile Texas had the lowest SOS in the SEC and still managed to play a harder schedule than anyone else in the CFP top 10 sans Georgia. It just seems crazy to me, now that these conference schedules are all over the place post-expansion.
I don't know if anyone but me finds this stuff interesting, but thought I'd share anyhow.
(Edit: Fixed an error on one of the graphs.)
(Another edit: There’s an error in Tennessee’s SEC record in the table with FPI SOS rankings. Should be 6-2. I’ll fix it later.)
This post was edited on 12/2/24 at 8:35 pm
Posted on 12/2/24 at 4:11 pm to lostinbr
Additional notes about the strength of schedule calcs for anyone interested:
The first thing to note is that SOS metrics require a reference point. Most SOS metrics look at how an "average" team (which can be defined in many different ways) would perform, in terms of projected W/L, against each team's schedule. SOS rankings built up based on an "average FBS team" will look very different than rankings built up based on an "average top-10 CFP team." FPI is based on schedule difficulty from the perspective of an average top 25 team which I think is generally a pretty good reference point.
To build up an SEC-only SOS, I based it on difficulty from the perspective of an average SEC team, for obvious reasons.
So the process to build up SEC-only SOS went like this:
- Pull current SP+ ratings for each team in the conference.
- Make a list of opponents for each team in the conference, including the game location (home/away/neutral) and opponent's SP+ rating.
- Determine a point spread value for the average SEC team against each opponent, by subtracting each opponent SP+ rating from the average SP+ rating.
- Adjust for game location (+2.5 for home, -2.5 for away, +0 for neutral sites).
- Convert each point spread value to a Z-score using a mean of 0 and standard deviation of 17. Note that the stdev of 17 came from Bill Connelly's own single-game win probability calcs, rather than being developed from the dataset.
- Convert each Z-score to a win probability using the NORM.S.DIST function in Excel.
- Run 500 simulations using those win probabilities and determine average win totals. These are the average win totals for a hypothetical "average SEC team" against each team's opponents.
- Subtract each win total from 1, simply for the sake of making it such that higher numbers = harder schedules.
The first thing to note is that SOS metrics require a reference point. Most SOS metrics look at how an "average" team (which can be defined in many different ways) would perform, in terms of projected W/L, against each team's schedule. SOS rankings built up based on an "average FBS team" will look very different than rankings built up based on an "average top-10 CFP team." FPI is based on schedule difficulty from the perspective of an average top 25 team which I think is generally a pretty good reference point.
To build up an SEC-only SOS, I based it on difficulty from the perspective of an average SEC team, for obvious reasons.
So the process to build up SEC-only SOS went like this:
- Pull current SP+ ratings for each team in the conference.
- Make a list of opponents for each team in the conference, including the game location (home/away/neutral) and opponent's SP+ rating.
- Determine a point spread value for the average SEC team against each opponent, by subtracting each opponent SP+ rating from the average SP+ rating.
- Adjust for game location (+2.5 for home, -2.5 for away, +0 for neutral sites).
- Convert each point spread value to a Z-score using a mean of 0 and standard deviation of 17. Note that the stdev of 17 came from Bill Connelly's own single-game win probability calcs, rather than being developed from the dataset.
- Convert each Z-score to a win probability using the NORM.S.DIST function in Excel.
- Run 500 simulations using those win probabilities and determine average win totals. These are the average win totals for a hypothetical "average SEC team" against each team's opponents.
- Subtract each win total from 1, simply for the sake of making it such that higher numbers = harder schedules.
Posted on 12/2/24 at 4:19 pm to lostinbr
This is interesting. I think once the playoff plays out, we will see how meaningful these stats are. If a team like Oregon or Notre Dame runs through Texas and Georgia in the playoff, then we will know that these FPI SOS don't necessarily mean much.
Posted on 12/2/24 at 4:21 pm to lostinbr
I'm all for playing a quality opponent in the opening game.
Posted on 12/2/24 at 4:26 pm to lostinbr
quote:
To me, it seems like we might be reaching a place in CFB where the real battle is getting the easiest possible schedule within a respectable conference.
We aren't "reaching it". We've reached it. Indiana is going to make the CFP despite playing not only an awful non-conf. schedule, but an awful conf. schedule as well. Their 11-1 record will be the only factor evaluated even though their best win is against 7-5 Michigan. Alabama or Ole Miss, maybe both, will be "penalized" for their overall record. However, they each have multiple better wins than Indiana's shitty win over Michigan (Ole Miss wins over Georgia, South Carolina; Alabama wins over Georgia, South Carolina, Missouri)
With so few at-large spots (7) there is almost zero incentive to play a tough schedule. That's almost impossible to do in the SEC where at least 3-4 tough opponents are unavoidable. While I'm sure Notre Dame didn't expect FSU to be so colossally shitty and USC to fall apart, this season shows there is no incentive for them to schedule tough. Just play the service academies, crappy ACC teams, and a couple of mid major programs. 12-0 or 11-1 gets you in the CFP every year.
Posted on 12/2/24 at 4:40 pm to LSBoosie
quote:
I think once the playoff plays out, we will see how meaningful these stats are. If a team like Oregon or Notre Dame runs through Texas and Georgia in the playoff, then we will know that these FPI SOS don't necessarily mean much.
Maybe. I think it’s worth noting that FPI SOS is, at its core, based on FPI ratings. And FPI is actually very high on Texas and Oregon - Texas #1 and Oregon #6 - despite their weak SOS. (The FPI also has 5 SEC teams in the top 10, FWIW.)
The same applies to any SOS metric derived from SP+ or any other predictive model.
I should also add that FPI strength of record rankings (basically how you performed relative to your SOS) have Oregon #1, UGA #2, and Texas #3. So the FPI SOR rankings are basically saying “all you can do is beat the teams that are on your schedule.”
I think there’s some truth to that. But I think we’ve seen enough upsets this year, particularly in the SEC, to acknowledge that getting the easiest path through the hardest conference is a really big deal.
It’s kind of funny because logically you would think that the conference realignments this year would have reduced the schedule disparities by putting more top teams in the same conferences. But reality appears to be the opposite, largely due to the elimination of divisions.
I’m not saying that Texas hasn’t earned a spot in the CFP or anything. I just question whether the committee is appropriately weighing schedules when they look at this, because it seems like we’re still counting losses then breaking ties from there. I’m also saying I think the SEC needs to figure something out long term to make conference scheduling more equitable. I don’t know what the solution is, but right now it seems like too much luck of the draw.
Posted on 12/2/24 at 4:45 pm to Alt26
Yep. Definitely don't play Clemson at Clemson to start the season. That mentality was ok during the BCS b/c the computers liked good completion and we were winning those games but now with the playoff every win matters.
I like Verge Ausbery but he's going to have to change his scheduling philosophy, or we may never make the playoffs.
I like Verge Ausbery but he's going to have to change his scheduling philosophy, or we may never make the playoffs.
Posted on 12/2/24 at 4:48 pm to Alt26
quote:
With so few at-large spots (7) there is almost zero incentive to play a tough schedule. That's almost impossible to do in the SEC where at least 3-4 tough opponents are unavoidable.
Well.. unless you’re Texas.

(Which is really what drove me down this rabbit hole to begin with.)
quote:
While I'm sure Notre Dame didn't expect FSU to be so colossally shitty and USC to fall apart, this season shows there is no incentive for them to schedule tough. Just play the service academies, crappy ACC teams, and a couple of mid major programs. 12-0 or 11-1 gets you in the CFP every year.
I think you’re probably right, but I do think Notre Dame will get more scrutiny because they control their entire schedule. Maybe I’m wrong about that though - they certainly seem to get the benefit of the doubt a lot.
But yeah Indiana is a great example. I think there’s a feeling, at least among the media, that it’s not fair to punish a team for their conference schedule because it’s outside of their control. But my view is that we do it to G5 teams all the time. I’m not sure why P4 teams who pull a lucky schedule should be treated differently.
This post was edited on 12/2/24 at 5:02 pm
Posted on 12/2/24 at 4:53 pm to lostinbr
Good stuff here. You did a lot of work. 

Posted on 12/2/24 at 4:58 pm to lostinbr
quote:i have baw
One thing I haven't seen discussed a ton is how the strength of schedule within SEC play affects things
quote:this is crazy. Key to the playoff is an easy schedule
Meanwhile Texas had the lowest SOS in the SEC and still managed to play a harder schedule than anyone else in the CFP top 10 sans Georgia.
Posted on 12/2/24 at 5:00 pm to GumboPot
Why do people blame Verge for the schedule.The HC of LSU who gives
the OK and Verge just makes the deals.NS,LM,EO,BK all had that power.
the OK and Verge just makes the deals.NS,LM,EO,BK all had that power.
Posted on 12/2/24 at 5:00 pm to lostinbr
Yeah I'm not saying it's really going to fix anything, but we will be able to see if those stats actually indicate anything meaningful or not.
Yep until they somehow change scheduling, you are going to have drastically different SOS within conferences because they are so big. I really wish they could just blow up the entire conference format and restart with either 6 conference, or 2 mega conferences with divisions. Obviously you can't do that anytime soon with TV deals.
quote:
It’s kind of funny because logically you would think that the conference realignments this year would have reduced the schedule disparities by putting more top teams in the same conferences. But reality appears to be the opposite, largely due to the elimination of divisions.
Yep until they somehow change scheduling, you are going to have drastically different SOS within conferences because they are so big. I really wish they could just blow up the entire conference format and restart with either 6 conference, or 2 mega conferences with divisions. Obviously you can't do that anytime soon with TV deals.
This post was edited on 12/2/24 at 5:02 pm
Posted on 12/2/24 at 5:14 pm to lostinbr
Honestly, it’s kind of ridiculous how much a weak schedule can still get you into the playoffs. Texas has a pretty soft SOS, yet they’re still playing tougher teams than most in the CFP. At this point, the whole system needs to be reevaluated.
Posted on 12/2/24 at 5:21 pm to lostinbr
This is so impressive. Please tell me you are an LSU alum and that you are a Louisiana resident because we need more people like you.
Posted on 12/2/24 at 6:41 pm to lostinbr
With all that being said, who creates the sec schedules andd how are they created?
This post was edited on 12/2/24 at 6:43 pm
Posted on 12/2/24 at 7:11 pm to lostinbr
This is incredible! Seeing the data pulled together like this really puts things in perspective. We need more cupcake games like the Texas, Bamas, Indianas. I know we make a lot of $ playing these tougher OOC teams… but what’s the point? ND is in the best position- they always pick who they play and now it will pay off.
Posted on 12/2/24 at 7:16 pm to lostinbr
quote:
it seems like we’re still counting losses then breaking ties from there.
I expected the committee to reward SOS more coming into this playoff expansion, but you are exactly right about what they are actually doing. What I thought would give teams more margin for error, thus increasing the incentive to schedule tough matchups, has actually turned into the opposite.
Posted on 12/4/24 at 6:50 am to Alt26
quote:
While I'm sure Notre Dame didn't expect FSU to be so colossally shitty and USC to fall apart, this season shows there is no incentive for them to schedule tough.
Certainly, in terms of how it eventually played out, Notre Dame's schedule ended up easier than expected because USC under-achieved and FSU fell off a cliff after starting 2023 13-0.
And as well as scheduling A&M, FSU and USC (and expecting that at least one of them would have fewer than four losses), the Irish also had a home game with Miami FL arranged for 2024, but the 'Canes pulled out of that after they scheduled Florida, so ND had to hastily arrange the Army game in NYC instead.
The next few years' SOS should be tougher for ND. Next year, for example, they begin:
@ Miami FL
Texas A&M
Purdue
@ Arkansas
Boise State
USC
This post was edited on 12/4/24 at 8:21 am
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