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Soccer · model-only forecasts

Ligue 1 match forecasts

Win, draw or win, expected goals and the likeliest scorelines for every Ligue 1 fixture in the next eight days — from the same model as our Premier League page.

Updated Sep 12, 8:53 AM ET · fit on 1,325 Ligue 1 matches

How this model did on a season it had never seen

  • Across 306 matches of the 2025-26 season it was more accurate than knowing nothing about the clubs (log loss 1.0127 against 1.0652).
  • Its draw probabilities were calibrated: stated and observed draw rates differed by 2.7 percentage points on average.
  • The sportsbook closing line was more accurate than this model, by 0.0372 log loss, and so was a plain Elo rating (by 0.0108).

Model-only forecasts for research and entertainment — not betting advice.

How it’s doing now

1 match graded · average log loss 0.7599 (a one-in-three guess scores 1.0986) — one match — far too few to judge accuracy.

  • Stade Rennais 10 Marseille: the forecast gave the home win 46.8%.

Saturday, September 12

  • StrasbourgvAS Monaco
    11:15 AM ET
    36.1% home23.1% draw40.7% away
    Expected goals
    3.26
    Over 2.5
    63.3%
    Both score
    64.6%
    Likeliest score
    1–1 (10.2%)
  • AJ AuxerrevNice
    2:45 PM ET
    32.2% home29.1% draw38.7% away
    Expected goals
    2.19
    Over 2.5
    37.4%
    Both score
    44.1%
    Likeliest score
    1–1 (13.4%)
  • Le Havre ACvAngers
    2:45 PM ET
    41.9% home30% draw28.1% away
    Expected goals
    2.05
    Over 2.5
    33.7%
    Both score
    40.5%
    Likeliest score
    1–0 (14.9%)
  • LorientvToulouse
    2:45 PM ET
    35.7% home25.1% draw39.2% away
    Expected goals
    2.83
    Over 2.5
    53.7%
    Both score
    57.3%
    Likeliest score
    1–1 (11.8%)
  • Paris FCvLyon
    2:45 PM ET
    35.8% home22.8% draw41.4% away
    Expected goals
    3.34
    Over 2.5
    64.8%
    Both score
    65.8%
    Likeliest score
    1–1 (9.9%)

Sunday, September 13

  • LillevTroyes
    9:00 AM ET
    76.5% home13.1% draw10.5% away
    Expected goals
    4.29
    Over 2.5
    80.1%
    Both score
    65.4%
    Likeliest score
    3–1 (8.1%)
  • Le MansvLens
    11:15 AM ET
    24.5% home20.6% draw54.9% away
    Expected goals
    3.56
    Over 2.5
    69.1%
    Both score
    66.7%
    Likeliest score
    1–2 (9.3%)

    Small-sample input: Le Mans's home rates come from 1 match. The model treats these tiny splits as fully informative, so this forecast is unusually sensitive to them.

  • BrestvParis Saint-Germain
    2:45 PM ET
    15.1% home19.5% draw65.5% away
    Expected goals
    3.09
    Over 2.5
    59.6%
    Both score
    53.5%
    Likeliest score
    0–2 (10.6%)

Friday, September 18

  • AS MonacovLens
    2:45 PM ET
    38.7% home25.9% draw35.5% away
    Expected goals
    2.69
    Over 2.5
    50.4%
    Both score
    54.7%
    Likeliest score
    1–1 (12.3%)

Saturday, September 19

  • Paris FCvStrasbourg
    11:15 AM ET
    44.2% home22.3% draw33.4% away
    Expected goals
    3.43
    Over 2.5
    66.6%
    Both score
    66.9%
    Likeliest score
    1–1 (9.5%)
  • AngersvTroyes
    2:45 PM ET
    37.9% home22% draw40.1% away
    Expected goals
    3.58
    Over 2.5
    69.4%
    Both score
    69.4%
    Likeliest score
    1–1 (8.9%)
  • Le MansvLorient
    2:45 PM ET
    50.1% home20.2% draw29.6% away
    Expected goals
    3.94
    Over 2.5
    75.3%
    Both score
    73.1%
    Likeliest score
    2–1 (8.3%)

    Small-sample input: Le Mans's home rates come from 1 match. The model treats these tiny splits as fully informative, so this forecast is unusually sensitive to them.

  • LyonvStade Rennais
    2:45 PM ET
    49.5% home22.5% draw28% away
    Expected goals
    3.24
    Over 2.5
    62.9%
    Both score
    63%
    Likeliest score
    1–1 (10%)
  • ToulousevLe Havre AC
    2:45 PM ET
    42% home27% draw31% away
    Expected goals
    2.47
    Over 2.5
    44.8%
    Both score
    49.9%
    Likeliest score
    1–1 (12.8%)

Sunday, September 20

  • AJ AuxerrevBrest
    9:00 AM ET
    38.8% home27.8% draw33.4% away
    Expected goals
    2.37
    Over 2.5
    42.3%
    Both score
    48.1%
    Likeliest score
    1–1 (13.1%)
  • NicevLille
    11:15 AM ET
    34.3% home30.7% draw35% away
    Expected goals
    2.01
    Over 2.5
    32.7%
    Both score
    40.3%
    Likeliest score
    1–1 (13.5%)
  • MarseillevParis Saint-Germain
    2:45 PM ET
    23.6% home21.2% draw55.2% away
    Expected goals
    3.34
    Over 2.5
    64.8%
    Both score
    63%
    Likeliest score
    1–2 (9.6%)

Fixtures: ESPN public scoreboard. Results history: football-data.co.uk (results). Kick-off times in Eastern Time.