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 1–0 Marseille: the forecast gave the home win 46.8%.
Saturday, September 12
- 11:15 AM ET
StrasbourgvAS Monaco
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%)
- 2:45 PM ET
AJ AuxerrevNice
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%)
- 2:45 PM ET
Le Havre ACvAngers
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%)
- 2:45 PM ET
LorientvToulouse
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%)
- 2:45 PM ET
Paris FCvLyon
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
- 9:00 AM ET
LillevTroyes
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%)
- 11:15 AM ET
Le MansvLens
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.
- 2:45 PM ET
BrestvParis Saint-Germain
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
- 2:45 PM ET
AS MonacovLens
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
- 11:15 AM ET
Paris FCvStrasbourg
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%)
- 2:45 PM ET
AngersvTroyes
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%)
- 2:45 PM ET
Le MansvLorient
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.
- 2:45 PM ET
LyonvStade Rennais
49.5% home22.5% draw28% away- Expected goals
- 3.24
- Over 2.5
- 62.9%
- Both score
- 63%
- Likeliest score
- 1–1 (10%)
- 2:45 PM ET
ToulousevLe Havre AC
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
- 9:00 AM ET
AJ AuxerrevBrest
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%)
- 11:15 AM ET
NicevLille
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%)
- 2:45 PM ET
MarseillevParis Saint-Germain
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.
