BundesligaPreview

Bayern München vs Borussia Dortmund

Saturday, 31 October 2026 · 17:30 UTC

Allianz Arena

Bayern München

Borussia Dortmund

The APEX preview · Sat 24 Oct, 11:24 UTC

Bayern's xG machine faces Dortmund's stubborn defensive structure

The pre-match probabilities are emphatically clear — Bayern München carry a 70.3% win probability at home, with Dortmund given just 13.3%. The underlying numbers broadly support that reading. Bayern have averaged 3.38 goals per game across their last eight matches with an xG of 3.18, meaning they are scoring almost exactly what the model expects — no luck inflating those numbers. Dortmund, by contrast, are averaging 1.75 goals for and only 14.8 shots per game compared to Bayern's 23.5, a volume gap that is stark. The one genuine tension in the data is Dortmund's defensive solidity: they have kept three clean sheets in eight games and conceded just 1.0 goal per game, so while Bayern's attacking engine is formidable, Dortmund are not a side that simply collapses.

Home side has a commanding edge

Key factors

Bayern's xG for (3.18 per game) almost perfectly matches their actual goals scored (3.38), confirming their attacking output is sustainable rather than luck-driven
Bayern have produced 3+ goals in 88% of their last eight matches — the highest-frequency big-score team in this dataset
Dortmund's shot volume is limited at 14.8 per game with only 5.5 on target, suggesting their attacking threat at the Allianz Arena will be restricted
Bayern's xG against sits at just 0.91 per game with three clean sheets in eight — their defensive structure is as impressive as their attack
Both sides are level on 14 points in the Bundesliga table, so Dortmund have genuine incentive to set up compactly and frustrate rather than open up
Bayern's possession average of 66% versus Dortmund's 54% suggests Bayern will control the tempo and territory decisively on home turf

What could change it

Dortmund's defensive numbers — three clean sheets and 1.0 goals conceded per game — show they are capable of absorbing pressure, and a high-stakes top-of-table derby often produces tighter, more cautious football than the underlying averages suggest. Bayern also showed vulnerability in their recent form (draws at Viking 3-3 and at Augsburg 2-2), hinting that on days when their defensive concentration dips, opponents can punish them even with limited chances.