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League intelligence

Ligue 1

A no-vig market read, an independent model, and best prices for Ligue 1.

This hub tracks Ligue 1 fixtures by stripping the bookmaker margin from a complete reference market, leaving a no-vig market probability you can read cleanly. Alongside it sits a separate, independent statistical model, plus the best price we have collected for each outcome with its venue and timestamp. Where model and market diverge, the AI analyst explains what sits behind the gap — something to investigate, not a signal to act on blindly.

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Recent results

Current value

  1. Auxerre

    Match result+4.9pp differencecombined

    7.50 at LeoVegas

    combined fair 5.5040 books priced this outcomeno 24h reference

    combined estimate 18%model 30% · market 14% (model vs market +16.0pp)

    estimate 18% · price implies 13% · +36.5% expected return if the estimate is right

    Combined estimate puts Auxerre at 18%; best collected price 7.50 at leovegas_se implies 13% — a +4.9pp calculated difference, not a guaranteed edge.

    priced

  2. Troyes

    Match result+4.3pp differencecombined

    4.20 at LeoVegas

    combined fair 3.5630 books priced this outcomeno 24h reference

    combined estimate 28%model 41% · market 24% (model vs market +17.3pp)

    estimate 28% · price implies 24% · +17.8% expected return if the estimate is right

    Combined estimate puts Troyes at 28%; best collected price 4.20 at leovegas_se implies 24% — a +4.2pp calculated difference, not a guaranteed edge.

    priced

  3. Nice

    Match result+3.5pp differencecombined

    5.25 at LeoVegas

    combined fair 4.4330 books priced this outcomeno 24h reference

    combined estimate 23%model 32% · market 19% (model vs market +13.0pp)

    estimate 23% · price implies 19% · +18.5% expected return if the estimate is right

    Combined estimate puts Nice at 23%; best collected price 5.25 at leovegas_se implies 19% — a +3.5pp calculated difference, not a guaranteed edge.

    priced

  4. Le Havre

    Match result+3.4pp differencecombined

    7.75 at Coolbet

    combined fair 6.1540 books priced this outcomeno 24h reference

    combined estimate 16%model 22% · market 14% (model vs market +8.0pp)

    estimate 16% · price implies 13% · +26.0% expected return if the estimate is right

    Combined estimate puts Le Havre at 16%; best collected price 7.75 at coolbet implies 13% — a +3.4pp calculated difference, not a guaranteed edge.

    priced

  5. Lyon

    Match result+2.5pp differencecombined

    3.25 at LeoVegas

    combined fair 3.0140 books priced this outcomeno 24h reference

    combined estimate 33%model 39% · market 31% (model vs market +7.8pp)

    estimate 33% · price implies 31% · +8.1% expected return if the estimate is right

    Combined estimate puts Lyon at 33%; best collected price 3.25 at leovegas_se implies 31% — a +2.5pp calculated difference, not a guaranteed edge.

    priced

  6. Nice

    Match result+1.9pp differencecombined

    2.30 at Coolbet

    combined fair 2.2039 books priced this outcomeno 24h reference

    combined estimate 45%model 51% · market 43% (model vs market +7.7pp)

    estimate 45% · price implies 43% · +4.3% expected return if the estimate is right

    Combined estimate puts Nice at 45%; best collected price 2.30 at coolbet implies 43% — a +1.9pp calculated difference, not a guaranteed edge.

    priced

A difference between the model and the market is something to investigate, not a guaranteed edge. Check the venue price and timestamp before acting.

What to know about Ligue 1 markets

A market shaped at the top

Ligue 1 has often been defined by a dominant side at the summit, which produces very short favourite prices in many fixtures. When a price is that compressed, removing the margin and comparing it against an independent model matters more, because small differences carry most of the information.

Around 2.7 goals per match

Scoring in Ligue 1 averages roughly 2.7 goals per match, which places many fixtures close to the common over/under 2.5 line. That proximity is exactly where a no-vig total and the model's own estimate are worth reading together rather than in isolation.

Liquidity varies by fixture

Marquee matches and the biggest names draw deep, competitive markets, while many mid- and lower-table fixtures attract far less attention. Thinner markets can mean wider prices and a less settled reference, which is why each best price is shown with its venue and timestamp.

Best price ran 6.52% above average

Across 2,184 completed Ligue 1 matches with a full closing price set, the best surveyed price was 6.52% higher than the market average for the same outcome (measured 11 August 2026). That is a property of the market, not a record of returns: the best price is an upper bound taken across every surveyed book, including ones that limit winning accounts and quotes that were never simultaneously obtainable. Clauseground does not currently claim a proven historical edge.

Ligue 1 questions

How does the model treat Ligue 1 totals?

The model produces its own probability for totals markets independently of the bookmaker line. With Ligue 1 scoring averaging around 2.7 goals per match, many fixtures land near the over/under 2.5 line, so the model's estimate and the no-vig market total often sit close together. A gap between them is a prompt to look at team context and uncertainty, not a conclusion in itself.

Why are some Ligue 1 favourites priced so short?

When one side is a heavy favourite, as is common in Ligue 1's stronger fixtures, the market assigns it a high probability and therefore a short price. Removing the bookmaker margin shows the market's cleaner implied probability, which the independent model is then compared against. Neither figure guarantees an outcome; both are estimates that carry uncertainty.

What does the AI analyst add?

The analyst explains what the numbers are saying in plain terms: where the no-vig market sits, where the model differs, and how much confidence to place in the comparison. It does not tell you to bet. A divergence in a Ligue 1 fixture is something to investigate, and passing on a match is always a valid outcome.

Clauseground is decision support, not tips. It shows the market view, an independent model view, and the available price with its source and timestamp — so you can judge Ligue 1 prices for yourself. Read the methodology, the public performance framework and what line shopping is worth, or browse all leagues.

Decision support, not betting advice. No guaranteed outcomes. 18+/21+ where applicable. Gamble responsibly.