Fransa

Ligue 1 AI predictions

Her Ligue 1 haftası için ücretsiz AI tahminleri

Updated 25 Apr 2026Fresh picks starting SaturdayPublic track record

3Bugün ücretsiz seçimler

0Yaklaşan maçlar

6Kilitli tahminler

- Ortalama güven

Bugün ücretsiz seçimler

Bugünkü 3 ücretsiz futbol tahmininiz

Tam kazanma olasılıkları, güven puanları ve yapay zekanın önerdiği bahis türü. E-postaya gerek yok, ödeme duvarı yok.

Kilitli tahminler

Daha fazla maç tahmini, yalnızca üyelere özel

Önümüzdeki 7 gün için diğer tüm AI futbol tahminleri. Altın 30 ligin tamamının kilidini açar. 0,01 €'luk deneme size bir hafta boyunca tam erişim sağlar.

Bu seçimin kilidini aç

How the model works

How our AI predicts Ligue 1 matches

We're not a tipster. We're a data pipeline with a public track record. Here's what goes into every probability on this page.

40+ stats per match

For every Ligue 1 fixture our data pipeline pulls form over the last 5 and 10 matches, home/away splits, head-to-head from the last 5 meetings, goals for/against, clean-sheet rates, rest days and league-position gap — all timestamped before kick-off.

Three models, one probability

Team-strength ratings (Elo), a scoreline predictor (Poisson-style) and a pattern-recognition model each produce their own home/draw/away probability. We weight and combine them so one model can't dominate a bad call — you see the blended output.

Calibrated against 5+ seasons

Every model is back-tested against the last five Ligue 1 seasons, including cup-derby anomalies and mid-season manager changes. Calibration means a "72% pick" was right ~72 out of 100 times historically, not over-confident hot air.

Locked before kickoff, public after

Every prediction is timestamped and frozen before the whistle. After full time, the result is auto-graded — win, loss or push — and folded back into the public track record. No quietly-edited picks. No cherry-picking.

Model brief

About our Ligue 1 model

Ligue 1, ilk beşin en dengesizidir - Paris Saint-Germain, İngiltere, İspanya, İtalya veya Almanya'nın erişemediği bir şekilde şampiyonluk yarışına tarihsel olarak hükmetmiştir. Bu, modelleme zorluğunu ilginç kılar: PSG maçları, özel bir overconfidence düzeltmesiyle ağır bir Elo prior gerektirirken ligin geri kalanı tamamen açıktır. BetsPlug Ligue 1'i iki yarıda ele alır: PSG maçları tarihsel "dominant favourite" fikstürleri (zımni kazanç olasılığının çok yüksek olma eğiliminde olduğu yer) üzerinde eğitilmiş ayrı bir kalibrasyon kullanır ve PSG dışı maçlar hafif yukarı beraberlik ayarlı standart dört modelli ensemble kullanır. Yeni lig formatı ve yayın programı (Pazar gecesi marquee, Cuma açılışı, Cumartesi öğleden sonra spread) hepsi football-data.org pipeline'ımız üzerinden senkronize edilir. Her hafta üç ücretsiz pick burada görünür; Trophée des Champions dahil tam program üye panosundadır.

See our track record How the AI works

Verified

Recent results — proof the model delivers

Last 7 days of finished fixtures. Every pick was locked before kick-off. No hindsight edits.

All predictions timestamped before kickoff. Check our full track record.

Yalnızca üyeler

Her maç tahmininin kilidini açın

Yukarıdaki her kilitli tahmin, tam bir AI futbol tahmini, olasılıklar, güven ve o maç için en iyi bahis türüdür. 0,01 €'luk deneme süresi 7 gün boyunca tüm özelliklerin kilidini açar.

Her maç ve her lig için yapay zeka futbol tahminleri
Maç başına tam AI analizi
Canlı olasılıklar her saat başı güncellenir
İki tıklamayla iptal edin, otomatik yükseltme yok

Tüm tahminlerin kilidini açın Fiyatlandırmayı görün

0,01 €, 7 günlük tam erişim denemenizi etkinleştirir. Gizli ücret yok.

Track record

72.4%

Rolling 30-day accuracy

BetsPlug Pulse

3 models

Elo · Poisson · Logistic · XGBoost

Live edge

+8.2%

Avg vs closing line

FAQ

Ligue 1 predictions FAQ

Everything we get asked about how the model works.

How does PSG affect your Ligue 1 predictions?

PSG fixtures use a separate calibration head trained on historical "dominant favourite" data, because the public + bookmaker market consistently overprices PSG home wins. Our model trims the implied win probability by 3-5 percentage points relative to the closing line, which is one of the steadier sources of edge in Ligue 1.

Is the new Ligue 1 format reflected in your sync?

Yes. The current 18-team format and broadcast schedule are pulled from football-data.org with each fixture's kick-off time synchronised every 5 minutes during the active window. No manual schedule entry - if Ligue de Football Professionnel updates the slot, our model picks it up automatically.

Do you predict French Cup (Coupe de France) matches?

Not on this hub. Cup ties are knock-out football with their own calibration challenges (extra time, penalty shootouts, lower-tier opponents) and we'd rather not publish predictions until we have a full season of historical cup data through the model.

How accurate are your Ligue 1 predictions?

Rolling 30-day calibration on the favourite-to-win market sits between 70% and 75% - broadly comparable to the Premier League, helped by the structural edge against PSG over-pricing. Full breakdown at /track-record.

Which betting markets do you cover for Ligue 1?

The free preview shows the 1X2 market. Members get over/under 2.5 goals, BTTS, Asian handicap and a Kelly stake recommendation per pick.

How do you handle clubs with European obligations?

Clubs in Champions / Europa / Conference League get a fatigue-aware short-term form weighting. Our logistic regressor reduces the implied win probability for the weekend after a midweek European tie, which mostly affects PSG, Marseille, Monaco and Lyon.

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