2025/26 season

Ligue 1

Ligue 1 matches modelled: win probabilities, most-likely scorelines, live odds, and a brief you can argue with.

No Ligue 1 matches modelled yet

Touchline models the fixtures worth arguing over. When a big Ligue 1 match is on, it lands here with the full brief, the model you can run yourself, and live odds.

See what’s live How it works

Researched, modelled, and written by James Frewin. Sources are linked and the maths is seeded, but AI can make mistakes: check anything that matters. Analysis to argue with, not advice, and never betting advice.