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ASSE: Which opponent for the Ligue 1 promotion play-offs according to AI?

ASSE will play a Ligue 1 promotion play-off against an opponent from Nice, Auxerre, or Le Havre. Artificial intelligence provides its predictions on the Greens' future rival, based on the latest championship results.

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samedi 16 mai 2026 à 16:03Updated mercredi 20 mai 2026 à 14:566 min
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ASSE: Which opponent for the Ligue 1 promotion play-offs according to AI?

Saint-Étienne is preparing for a decisive play-off to return to Ligue 1, but the future opponent remains to be determined. Three clubs are still in contention for this crucial duel: OGC Nice, AJ Auxerre, and Le Havre. The artificial intelligence (AI) deployed by But Football Club analyzes data from the last matchday to anticipate this clash.

Total uncertainty about the Greens' opponent in the play-offs

The scenario for the Ligue 1 promotion play-offs is conditioned by the results of the championship's final matchday. Saint-Étienne, who will play in this play-off, will have to face either Nice, Auxerre, or Le Havre, three teams with different profiles. The AI used relies on recent performances, offensive and defensive statistics, as well as the probabilities of outcomes for upcoming matches to provide a quantified prediction.

According to the available data, the positions of these clubs in the standings are tight, which increases the stakes of the final matchday. OGC Nice, with its offensive style, could pose serious problems for ASSE, while Auxerre and Le Havre have shown notable defensive solidity this season.

How the AI works and its analysis criteria

Artificial intelligence integrates several key variables to evaluate the qualification chances of each play-off contender. It combines statistical models, notably based on the Poisson distribution, to estimate the probability of decisive match results. Recent performances, direct confrontations, as well as the current form of the

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