Heroes & Villains, the Aston Villa fanzine
Heroes & Villains => Heroes Discussion => Topic started by: paul_e on February 04, 2026, 12:39:41 PM
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I know it's not a favoured topic but I found a video I thought might be interesting for some which covers some of the things I've been saying about xG, and more importantly how it gets used.
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Like VAR stopping the game for 12 hours to rule players millimeters off side, xG is an attempt to dehumanise football. It's a pointless waste of everyone's fucking time...
Except people who write code for FIFA-type video games and pundits grateful for any old shite to fill up their vacuous ramblings. A pox on't.
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Xg is an utter bag of bollocks. There's a simple logic.. Score more than the opponent.. It's worked for years.. Unless you are Blues
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Fuck xg
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There's an account on Twitter that has been losing it's shit about Villa who are, win or lose, making a mockery of xG.
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This thread has got off to a slow a start, its xP is currently 27.
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Goals & points. It's all that matters.
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Whatever xG is, it can fuck off. No interest in it at all.
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I'm with you on it Paul, I agree.
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Some of you are getting really angry at numbers, aren’t you?
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This thread received pretty much exactly the reaction I expected but hey, at least it gives us a single place for you all to moan about stats you think are shit so I thought it was worth adding regardless.
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There are too many situation-based variables for xG to be a reliable measure of anything but that doesn't bother me. It's the fact that it's becoming an inescapable fad that pisses me off. I'm sure there are people who use crystals and the power of prayer to predict results, but they're not being quoted all the time.
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It's very easy to ignore if you don't like it. I'd imagine scouts and managers use it to some degree, along with numerous other stats and then the more traditional method of actually watching players once they have identified targets more specifically.
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There are too many situation-based variables for xG to be a reliable measure of anything but that doesn't bother me. It's the fact that it's becoming an inescapable fad that pisses me off. I'm sure there are people who use crystals and the power of prayer to predict results, but they're not being quoted all the time.
Not forgetting my lucky underpants!
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It's very easy to ignore if you don't like it. I'd imagine scouts and managers use it to some degree, along with numerous other stats and then the more traditional method of actually watching players once they have identified targets more specifically.
This is it. It's clearly a stat which has some uses, but almost never tells the whole story and certainly never in isolation. Like any metric, in fact.
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It's very easy to ignore if you don't like it. I'd imagine scouts and managers use it to some degree, along with numerous other stats and then the more traditional method of actually watching players once they have identified targets more specifically.
This is it. It's clearly a stat which has some uses, but almost never tells the whole story and certainly never in isolation. Like any metric, in fact.
... and the people who made it, along with the people thy made it for, are all aware of all of those limitations.
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It's very easy to ignore if you don't like it. I'd imagine scouts and managers use it to some degree, along with numerous other stats and then the more traditional method of actually watching players once they have identified targets more specifically.
This is it. It's clearly a stat which has some uses, but almost never tells the whole story and certainly never in isolation. Like any metric, in fact.
... and the people who made it, along with the people thy made it for, are all aware of all of those limitations.
Fair enough. Why is it suddenly "a thing"?
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It's very easy to ignore if you don't like it. I'd imagine scouts and managers use it to some degree, along with numerous other stats and then the more traditional method of actually watching players once they have identified targets more specifically.
This is it. It's clearly a stat which has some uses, but almost never tells the whole story and certainly never in isolation. Like any metric, in fact.
... and the people who made it, along with the people thy made it for, are all aware of all of those limitations.
Fair enough. Why is it suddenly "a thing"?
Podcast twats, mostly.
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Yep, it became part of the opta stat pack and people who didn't really understand it started acting like it was the greatest stat ever and basing their entire output on it.
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Got it! Thanks. I expect it will blow over.
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I also think some xG measures accumulate shorting the same phase of attack thereby inflating the xG regardless of the fact that you couldn’t score twice in the same move.
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I also think some xG measures accumulate shorting the same phase of attack thereby inflating the xG regardless of the fact that you couldn’t score twice in the same move.
I think there was an example of that recently involving Newcastle (possibly against us) where two players tried and failed separately to get on the end of a cross. They each scored something like 0.4 xG. Like you say, it's daft.
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That's only wrong if you then make the incorrect assertion that xG can all be added up and give you a 'score' of how many goals you actually deserved in the game, which is a perfect example of how it's being used wrong. If you say in that move they had 2 good chances to score but missed both of them that would reflect reality and that's what xG shows as well, it's just that it becomes nonsense when you then extend that to "they should have 1.2 goals for those chances".
In addition, even if adding chances up was somehow a reasonable use of the data using it to say a game should've been x-y instead of a-b is a complete misunderstanding of how probability works. 10 chances of 10% is not the same as 1 chance of 100%.
Moving away from sport for a minute, statistically 10 events with a 10% chance means, overall, you'd have about a 65% chance of a positive and you'd need about 41-42 chances of that to get to 99% certainty. However 10 20% chances jumps up to 89% and a 25% chance gets you to a 95% chance from those 10. This means that, from a purely statistical perspective, the stat is being completely misused even by the act of adding them up rather than just rating each individual shot.
However that's only really relevant if your underlying percentages are accurate. The problem xG has here is that, even with all the data they've given it, the sheer amount of variables used to create the value means that that accuracy is almost impossible to guarantee with any certainty. There are situation where the certainty jumps significantly though, for example penalties get an xG of 0.79 and that's because 79% of them get scored and they're such a uniform event that you can have confidence in it.
To use an extreme example the Beckham lob from halfway would clearly have a 0.01 xG (which is the lowest you can have) but that's not really based on anything because in the history of the sport there won't be 100 shots from that spot so even removing all other variables you're just guessing based on the distance from the goal and some arbitrary probability bandings.
Sorry, I'll shut up before I get really stat nerdy.
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Most of my career has been based around data. I run a small agency, and the majority of the digital work we do is related to data in some way.
Data is amazing - but it needs to be used correctly. In business as in football "non-key" data (key = Goals / Points, Sales / Profit) is best used to inform better decisions / strategy / training etc.
You give yourself a better chance of success by understanding what the data is telling you but often its about understand why stats and results dont match expectations. I.e. What is your best sales man doing differentk or if a player was expected to score 2 goals but didnt - why and what can be learnt from it. Similarly, if you keep outperforming a metric - why and what can be learnt from it.
That said - typically data is misued into validating a view - rather than informing it
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After the recent result, WBA 0 Norwich 5, I laughed when the Expected Goals informed me that Albion should have won!
I thought, this should be worth seeing, so I watched the highlights and all Norwich's goals were crackers and thunderbastards of the first order, giving them an xG of less than one!
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Thank you for "thunderbastard". I can already think of several things to use it for.
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In addition, even if adding chances up was somehow a reasonable use of the data using it to say a game should've been x-y instead of a-b is a complete misunderstanding of how probability works. 10 chances of 10% is not the same as 1 chance of 100%.
Also, goals change games. A high cumulative xG might indicate that team A had been chasing the game, and a low xG might reflect the fact that team B was in a winning position and didn't need to push.
But if at some point during this game, team A equalises, then it might shake team B out of their torpor, and force them to go looking for a winner.
If you conclude from xG stats that the team with the higher score 'should' have won, or deserved to win, then you're making the same mistake as all of those idiots who claimed we would have been relegated in 2020, if not for the Hawkeye mistake against Sheffield Utd.
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In addition, even if adding chances up was somehow a reasonable use of the data using it to say a game should've been x-y instead of a-b is a complete misunderstanding of how probability works. 10 chances of 10% is not the same as 1 chance of 100%.
Also, goals change games. A high cumulative xG might indicate that team A had been chasing the game, and a low xG might reflect the fact that team B was in a winning position and didn't need to push.
But if at some point during this game, team A equalises, then it might shake team B out of their torpor, and force them to go looking for a winner.
If you conclude from xG stats that the team with the higher score 'should' have won, or deserved to win, then you're making the same mistake as all of those idiots who claimed we would have been relegated in 2020, if not for the Hawkeye mistake against Sheffield Utd.
For the stat geeks that's called game state and is covered by a different version of xG.
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You're welcome to free usage of 'thunderbastard, German James.
I can't claim any royalties, as someone else on here coined the term.
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No coinage, borrowed from The Fiver years ago.
They probably lifted it from somewhere else too.