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Bundesliga AI predictions

Previsões de IA gratuitas para cada jornada da Bundesliga

Updated 25 Apr 2026Fresh picks starting SaturdayPublic track record

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Probabilidades totais de vitória, pontuações de confiança e tipo de aposta recomendado pela IA. Não é necessário e-mail, nem acesso pago.

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How the model works

How our AI predicts Bundesliga 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 Bundesliga 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 Bundesliga 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 Bundesliga model

A Bundesliga é a mais goleadora das cinco grandes ligas da Europa, e é precisamente esse volume de golos que faz os modelos baseados em Poisson brilhar aqui. Com uma média de 3,1 golos por jogo - acima da Premier League - os duelos da Bundesliga geram estimativas lambda mais apertadas e fiáveis por equipa. A BetsPlug alimenta isso num ensemble de quatro modelos: uma curva Elo que dá ao Bayern de Munique o seu verdadeiro tecto sem achatar o fator surpresa, expectativas de golos Poisson cruzadas com dados de eventos do OpenLigaDB, um regressor logístico para forma de curto prazo e um meta-modelo XGBoost a resolver o resto. O Friday Night Bundesliga, a janela inglesa de sábado e o tradicional jogo de domingo às 17:30 alimentam todos a mesma pipeline. As três edges mais afiadas de cada jornada são publicadas aqui gratuitamente, e o cartaz completo está no dashboard de membros da BetsPlug com Kelly stakes e tracking de closing-line value.

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.

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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

Bundesliga predictions FAQ

Everything we get asked about how the model works.

Why is Bayern Munich so often the favourite in your model?

Bayern's Elo rating sits structurally 100+ points above the next German club, which translates to a high pre-match win probability against most of the league. Our model doesn't artificially flatten dominance - but it does raise the implied draw probability away from home and against Champions League opponents, which is where Bayern actually drops points.

How do you handle the Bundesliga's higher goal totals?

Our Poisson model is league-aware. Bundesliga fixtures get a higher base lambda than Premier League ones, which increases over-2.5 probabilities and reduces draw frequency - both empirically validated against the last 10 seasons of historical data.

Do you cross-check goals with OpenLigaDB?

Yes - in addition to football-data.org we sync goal-event timestamps from OpenLigaDB. When the two sources disagree on a result we flag the fixture and hold the model run until reconciliation. This reduces the impact of late corrections on settled picks.

Are 2. Bundesliga and DFB-Pokal predictions covered too?

Not on this hub yet. They're seeded in our database but not in our automated rotation, which means picks for those competitions aren't reliable enough to publish. We'll add them when the OpenLigaDB sync task is in production.

How accurate are your Bundesliga predictions?

Bundesliga calibration has been one of our stronger surfaces - typically 71-76% on the favourite-to-win market over rolling 30-day windows, helped by the larger goal samples per fixture. Full breakdown at /track-record.

Do you adjust for the Englische Woche?

Yes. Midweek European duty for clubs in Champions / Europa / Conference League pulls down our short-term form rating for the following weekend, and our logistic regressor weights recent travel + minutes. This is one of the more impactful Bundesliga-specific adjustments.

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