Ligue 1’s official site put out its 2025/26 Team of the Season using GeniusIQ data, a page first published back on June 8 and then updated on November 1, well after the campaign had finished. The headline split tells its own story: four players from Paris Saint-Germain, three from RC Lens, and one apiece from Marseille, Lyon, Lille and Paris FC, which tracks with how last season actually played out.

So here’s the XI as GeniusIQ has it: Gerónimo Rulli of Marseille in goal, with Achraf Hakimi of PSG, Aïssa Mandi of Lille, Matthieu Udol of Lens and Moussa Niakhaté of Lyon across the back four. The midfield three runs Mamadou Sangaré of Lens, Vitinha of PSG and Maxime Lopez of Paris FC, while up front Florian Thauvin carries the Lens contingent alongside PSG’s Ousmane Dembélé and Khvicha Kvaratskhelia.

A Model Without Visible Data

What’s less clear is how GeniusIQ actually got there. The system ran each position through eight specific statistical criteria, save percentage for goalkeepers, expected goals for forwards, that sort of thing, before producing an overall score per player. The published piece names the winners without showing the underlying numbers: you get the conclusion, not the working. That gap in transparency is why outright season-award markets on non uk betting sites swing so hard the moment a list like this goes live, since nobody outside the model knows the inputs until the names drop.

That’s a lot of Paris and a lot of Lens, consistent with how those two clubs dominated last season’s narrative. But none of the individual save percentages, xG totals or defensive numbers that supposedly produced this exact XI were published alongside it, so there’s no way to show why Niakhaté edged out a rival centre back rather than someone else. The model’s reasoning stays inside the model.

How Other Outlets Built Their Own XIs

Other outlets picking from the same pool of last season’s performances landed somewhere quite different. Ligue 1’s own editorial writers put together alternative teams in late May that leaned heavily on Robin Risser in goal instead of Rulli, with Nuno Mendes, Malang Sarr, Wilian Pacho, Adrien Thomasson, Corentin Tolisso, Mason Greenwood and Esteban Lepaul all getting nods that GeniusIQ’s version simply doesn’t contain. Get French Football News ran its own process in early July, splitting the vote fifty-fifty between staff picks and reader ballots, and arrived at a 4-3-3 built around Risser, Mendes, Sarr, Tolisso and Greenwood. GFFN’s writeup on Mendes noted his six goals and seven assists alongside his defensive work, a qualitative layer a pure stats model leaves out.

Tribuna’s coverage from mid-May went the other direction entirely, naming five PSG players in its version and including Mendes, Pacho, Sarr, Tolisso and Greenwood rather than several of GeniusIQ’s choices. Sofascore’s own stats-driven team, shared around the same time, drew criticism for leaving off Pacho and for failing to identify an actual player of the season rather than just a strong collective. None of this proves GeniusIQ got it wrong; it simply means the data model produced one answer among several defensible ones, not a settled consensus.

The Stats That Never Made the Official List

There’s a telling detail in GFFN’s coverage: Hakimi racked up twelve goal contributions across the season, but eight of those came in the ​​Champions League rather than in Ligue 1 itself. That split matters because the GeniusIQ XI is a league selection, not a cross-competition one, so it changes how his domestic campaign should be read. Greenwood, meanwhile, was named Marseille’s player of the year in that same editorial piece, yet Marseille’s single representative in the official XI is Rulli, not him. The club’s best individual performer and the club’s GeniusIQ-approved pick weren’t the same person.

There’s a genuine gap on the numbers front too. The official GeniusIQ piece names the XI and the methodology but doesn’t publish appearance counts, goal and assist totals, clean sheets or passing figures for any of the eleven players from that campaign, so attaching specific stat lines to Rulli, Hakimi or anyone else in that team would be guesswork. What does exist, dated to the current season rather than last one, is the live 2026/27 table: Paris FC’s Lassine Sinayoko leads the scoring charts with eight goals in nine matches as of early November, Thauvin tops the assist list with eight, and PSG sit on 21 goals scored against 10 conceded for the division’s best goal difference. None of that reflects the award season covered above; it’s simply where this year’s race currently stands.

Which Picks Are Likely to Last

The Team of the Season itself sits in a slightly odd spot: a data-built XI with no visible data behind it, next to three or four competing editorial versions that can’t agree on a goalkeeper. Dembélé and Kvaratskhelia probably survive most reasonable rebuilds of that list, but whether Rulli deserves the nod over Risser remains unresolved, since nobody’s published the numbers that would settle it either way.