Bayern München vs Borussia Dortmund — prediction, stats and goal analysis

Bundesliga · Saturday, 31 October 2026 · 17:30. Our rating makes this 70% to go over 2.5 goals, so our lean is over. The Bundesliga average is 65%.

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Our ratings for this match

MarketYesNoOur call
Over 2.5 goals70%30%Over
Over 3.5 goals49%51%Over
Both teams to score63%37%Yes

The result model puts Bayern München at 66%, the draw at 18% and Borussia Dortmund at 16%, from expected goals of 2.54 and 1.2.

How we got this number

The league sets the starting point. Bundesliga has produced over 2.5 goals in 65% of its matches, and that is where a team with no record of its own would sit.

Each side's own record. Bayern München have 5 in 6 this season (3 of 3 at home), Borussia Dortmund 3 in 6 (1 of 3 away). Those records are pulled toward the league rate with the weight of about 24 matches — enough that two or three unusual games cannot swing a rating — giving 69% and 62%.

Last season still counts, briefly. With 6 and 6 games played this season, last season's rates are still blended in and fade out entirely by game 40 — the point at which our testing showed they stop adding accuracy. A single season is part luck, so each club's record is first pulled toward the league average by 34 games' weight. That moves the two figures to 78% and 61%.

The mix. Weighted 40% home side, 40% away side and 20% league — the split that beat every alternative across 30,582 matches of testing — that gives 68%.

Head to head. These sides have met 4 times in three years, producing over 2.5 goals in 75%. That nudges the number 5% of the way toward the head-to-head pattern — deliberately small, because fixtures change more than reputations do — landing on 69%.

Goal expectation. Separately a Poisson model built from attack and defence strength — using real expected-goals data where the league has it — puts this match at 72%, from expected goals of 2.54 for Bayern München and 1.2 for Borussia Dortmund. Folding in 30% of that view gives 70%.

This breakdown is generated from the same inputs the rating uses, so it cannot describe a calculation we did not perform. The full model is set out in the methodology.

Season form

TeamGamesO2.5O3.5BTTS
Bayern München683%67%67%
Borussia Dortmund650%33%33%

First and second half

Our numbers give this match a 79% chance of at least one goal before half-time and 45% of two or more. The Bundesliga rates, last season and this season combined, are 77% and 43% (this season so far: 83% with a first-half goal, from 54 games). After the break: 87% for a goal and 67% for two or more (league 86% and 58%). Bayern München's last 50 games had a first-half goal 82% of the time and a second-half goal 98%; Borussia Dortmund's last 50, 78% and 84%. A goal in both halves: 71% (league 68%). Highest-scoring half: second 47%, first 28%, level 25% — close to the league's usual split, because team form says little about which half is busier. Team form says less about a single half than about a full match, so these numbers stay close to the league's.

Every match ranked the same way: first half goals today · second half goals today · goal in both halves today · tomorrow.

Head to head

28 Feb 26Borussia Dortmund 2–3 Bayern MünchenO2.5
18 Oct 25Bayern München 2–1 Borussia DortmundO2.5
12 Apr 25Bayern München 2–2 Borussia DortmundO2.5
30 Nov 24Borussia Dortmund 1–1 Bayern MünchenU2.5

More: Bayern München season stats · Borussia Dortmund season stats · Bundesliga table and form. Ratings are calibrated probabilities, not tips — a 60% call is expected to miss two times in five.