Docteur Bet

Analysis · Ligue 1

Fixture

What Hakimi's absence actually costs PSG

Two and a half points of win probability at the Vélodrome. Four Paris players would cost more. And for once, our two models disagree about this match.

By Lucas da Silva · September 18, 2026 · 6 min read

Achraf Hakimi will not play on Sunday. A thigh problem, announced early in the week. For the champions' first-choice right-back and a Morocco international, the headline writes itself: a blow for Paris before the Classique.

We priced the blow. It is worth two and a half points.

2.5points of win probability that Hakimi's absence costs Paris at the Vélodrome

Fifth on the list

A number on its own says nothing. So we replayed the match eleven times, each time removing one Paris starter and replacing him with his most likely deputy in the same position. Same opponent, same ground, same parameters: only the player changes.

If this player were missingReplaced byCost
Ousmane DembéléDésiré Doué4.02 pts
Nuno MendesLucas Hernández3.48 pts
Khvicha KvaratskheliaMika Godts3.00 pts
MarquinhosIlya Zabarnyi2.89 pts
Achraf HakimiWarren Zaïre-Emery2.51 pts
VitinhaSenny Mayulu2.11 pts
Fabián RuizSenny Mayulu1.02 pts
Willian PachoIlya Zabarnyi0.77 pts

Hakimi's absence comes fifth. Losing Dembélé would cost sixty per cent more, and three other Paris players weigh more than the Morocco international right-back. Paris have lost a very good player, not their own.

The line that surprises is Nuno Mendes's, in second. It does not say he is worth more than Marquinhos: it says the gap to his deputy is wider. A starter never weighs on his own — he weighs the distance between himself and whoever would take his place.

Nobody is improvising

That is what stops the figure climbing higher: the replacement is nothing like an emergency.

Warren Zaïre-Emery takes the right flank. He is not a midfielder shifted across in a panic — he has started seventeen times in that position across his last forty-three starts, against eighteen in his natural role in midfield. Luis Enrique has used him there for a year. The Paris staff are not improvising: they are applying a rotation they have already worn in.

The announced line-ups

Marseille4-2-3-1
1
Jeffrey de Lange
22
Timothy Weah
4
CJ Egan-Riley
21
Nayef Aguerd
33
Emerson
8
Himad Abdelli
23
Pierre-Emile Højbjerg
77
Amine Harit
7
Angel Gomes
14
Igor Paixão
9
Amine Gouiri
Paris4-3-3Achraf Hakimi out
7
Khvicha Kvaratskhelia
9
Ferran Torres
10
Ousmane Dembélé
8
Fabián Ruiz
17
Vitinha
87
João Neves
25
Nuno Mendes 
51
Willian Pacho
5
Marquinhos 
33
Warren Zaïre-Emery
39
Matvey Safonov

Line-ups as announced before kick-off. The highlighted player is the one filling the vacant position.

Even so, a specialist right-back and a midfielder filling in do not defend a touchline the same way. That is where the two and a half points sit.

Two readings that do not say the same thing

We put the same question to two models, and they disagree. We are publishing both rather than the one that suits us.

The first is the one we show here every week. It knows the two teams and their history, nothing else — not the injuries, not the line-ups. It gives Paris 53.2%.

The second reads all twenty-two announced players, their actual position and their output over the past twelve months, adjusted for the quality of their team-mates and opponents. It gives Paris 66.9%.

ReadingMarseilleDrawParis
Our team model25.7%21.1%53.2%
Announced line-ups15.6%17.4%66.9%

Thirteen points apart, and it comes down to one thing: the team model judges Marseille on their season, the player model judges the eleven Marseille put out on Sunday. The second sees a Marseille squad well below the Paris one once the two teamsheets are set side by side.

Which to believe? On our out-of-sample tests the player model predicts better — five per cent of likelihood gained on the team model. But a thirteen-point gap on a single match is a gap we cannot arbitrate, and saying so is more useful than choosing in silence.

What they do not contradict is Hakimi's absence: it reads as a difference inside the second model, everything else held equal.

What is actually at stake on Sunday

In the table, Olympique Marseille are thirteenth on three points. Paris Saint Germain, the reigning champions, are eighth on five. A year ago, almost to the day, Marseille won 1-0 at the Vélodrome; in February, Paris answered with a 5-0.

Two and a half points do not decide a Classique. What these numbers say lies elsewhere: Paris remain clear favourites at the Vélodrome despite eighth place and a missing starter, because four of their players would cost more than the one who is missing.

Which is what makes the evening interesting. Marseille do not need Paris weakened to win. They need Paris to be what they have been for four matchdays.

See the table and projections for Ligue 1 →

The figures in this piece are read from the latest published computation: they update with the model and may therefore differ from those of the publication date. That is deliberate — an article should not go on asserting what is no longer true.

Further reading

Method

Is PSG the Champions League favourite? Our two models rank it 1st and 10th

Our two models each replayed the 2026-2027 Champions League 50,000 times from the same 18 matches already played, and their rankings correlate at 0.944. On PSG, one gives a 24.5% title chance, the other 2.2%. The whole gap comes down to one question of method: should a squad be judged by its league's average?

September 26 · 10 min
FixturePremier League

João Pedro: one certain fixture, and a date that can slip

The injury feed declares a return on 17 October, the very day of Everton – Chelsea. The absence therefore covers only one fixture for certain, where it costs 1.72 points of win probability. If the date slips, it is a different fixture, and a different figure.

September 25 · 6 min
Power rankingLigue 1

Marseille 17th and fifth: what the twelve clubs in this position went on to do

Twelve places separate Olympique de Marseille's position in the table from their estimated strength — the largest gap across the six leagues we follow. We replayed matchday 5 of 33 seasons to see where clubs in this situation end up.

September 25 · 6 min