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La Liga Regression Watch: The Table Is Lying to You by Nearly 10 Points

Valencia are almost 10 xPoints below where they should be. Barcelona are nearly 20 above.

Barcelona sit 19.96 points above their expected points total. Valencia sit 9.96 below theirs. That is a 30-point swing between what the underlying numbers say should be happening and what the La Liga table actually shows. One of those realities tends to win over time.

It is not close to a coin flip which one.

Due a Correction

Athletic Club carry the most extreme negative Luck Index in La Liga at -62, a number that screams sustained misfortune rather than poor process. Their net expected goals of plus-6.99 tells you they are generating quality chances and suppressing the opposition's at a rate that should have yielded roughly nine more points than their current haul (xPoints gap: -8.83). That is a side doing the work without collecting the wages. Markets that price Athletic purely off results rather than underlying creation are almost certainly undervaluing them over the next month of fixtures.

Rayo Vallecano sit at a Luck Index of -46 with an xPoints gap of -8.76, nearly identical to Athletic's shortfall despite a leaner net xG of plus-3.37. The gap between their expected goal difference and their points deficit suggests finishing variance on both ends of the pitch. Rayo are conceding goals at a rate their defensive process does not justify and converting at a rate their attacking volume does not deserve. Variance like this typically does not survive a full second half of the season, and there are still enough matches left for the correction to matter.

Valencia post the largest xPoints gap of any underperformer at -9.96, paired with a Luck Index of -44 and a net xG of plus-3.21. Nearly 10 points below expectation is significant enough that even partial regression - say, recovering half the gap over the remaining fixtures - would meaningfully change their position in the table. Bookmakers tend to anchor on recent results, and Valencia's recent results have been worse than their underlying quality.

Living on Borrowed Luck

Barcelona are the headline. A Luck Index of 54 and an xPoints gap of plus-19.96 represent the most extreme positive deviation in the league by a wide margin. Now, their net xG of plus-40.67 confirms this is a genuinely elite side, not a mirage. But even elite sides do not typically outrun their expected points by 20. The market is pricing in dominance, and the dominance is real, but the margin of that dominance has been flattered.

Atletico Madrid show a Luck Index of 43 with 9.55 xPoints of overperformance against a net xG of plus-9.20. Their expected goal difference is strong but not strong enough to justify the points cushion they have built. Simeone's sides have historically been efficient converters of chances into points, but this season's conversion rate is elevated even by their standards.

Villarreal round out the overperformers with a Luck Index of 36 and an xPoints gap of plus-13.33 on a net xG of plus-10.14. That is a genuinely good team collecting points at a rate that belongs to a significantly better one. The 13-point gap between actual and expected is the kind of divergence that does not hold.

Thirteen points is not a gap. It is a debt.

The Regression Window

In league football, luck-driven xPoints gaps of this magnitude tend to correct meaningfully over a window of roughly five to ten matches. Full reversion is rare inside a single season, but partial reversion is nearly inevitable. The key for anyone watching these numbers is timing: the correction is not always immediate, but the longer the gap persists, the more aggressively it tends to snap back. La Liga has enough runway left for these signals to matter. What anyone chooses to do with that information is, as always, their own business.

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