Borussia Dortmund 2-3 Bayern München – Result & Analysis
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Poisson model rates Borussia Dortmund at 40%, yet other data sources diverge — this Borussia Dortmund vs Bayern München fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Signal-Iduna-Park plays host to Borussia Dortmund versus Bayern München in Bundesliga, Regular Season - 14. Kick-off: Saturday 4 December 2021 at 17:30 UTC.
Form & Momentum
Borussia Dortmund have collected 2.40 PPG across 10 Bundesliga outings this season: 8W 0D 2L. Last five: W W L W W. They are averaging 2.40 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 80% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. This season is still relatively young for Borussia Dortmund, so this record blends games from this season and last.
At home at Signal-Iduna-Park, Borussia Dortmund have gone 10W 0D 0L this season (10 games, 3.00 PPG). They are averaging 2.90 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 3.00 is noticeably stronger than their overall 2.40 — Borussia Dortmund are significantly better at Signal-Iduna-Park than their overall form suggests.
Bayern München's overall Bundesliga record this term: 8W 0D 2L from 10 games (2.40 PPG). Last five: W W W L W. Their attacking form is sharp — 3.30 goals per game is a high-output rate that commands respect in the goals markets. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Bayern München, so this record blends games from this season and last.
Bayern München away from home this season: 6W 2D 2L from 10 away games — 2.00 PPG on the road. They are averaging 2.60 goals per away game — strong road scoring that makes them a threat even without home support. Both teams have scored in 90% of their away matches — a high BTTS rate on the road that directly informs this fixture.
A near-identical PPG reading — 2.40 for Borussia Dortmund, 2.40 for Bayern München — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
The BTTS picture is exceptionally clear (using home/away splits) — Borussia Dortmund register both teams scoring in 80% of relevant games, Bayern München in 90%. Both sides above 70% makes BTTS Yes one of the strongest standalone angles in this fixture.
Trading
Borussia Dortmund half-time and goal-timing data (47 games, 23 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 92% of those occasions; BTTS occurs in 70% of their matches (home games); Over 2.5 goals lands in 78% of games (home games); Over 3.5 in 49%.
Bayern München half-time and goal-timing data (47 games, 23 at away): they score before half-time in 100% of fixtures in away games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 67% of those occasions; they lead at the break 57% of the time; BTTS occurs in 83% of their matches (away games); Over 2.5 goals lands in 78% of games (away games); Over 3.5 in 62%.
From a combined perspective, both sides have high BTTS rates — Borussia Dortmund 70% and Bayern München 72% — which reinforces the BTTS Yes angle from in-play data. Over 2.5 goals is well-supported by both sides' in-play profiles (Borussia Dortmund 77% | Bayern München 81%).
Poisson Model
The Poisson distribution model projects Borussia Dortmund 2.07 xG and Bayern München 1.99 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Borussia Dortmund attack 1.318 / defence 0.972 | Bayern München attack 1.611 / defence 0.878. League average goals — home 1.786 / away 1.272. Borussia Dortmund carry an above-average attack strength of 1.318 — their λ of 2.07 reflects genuine attacking quality above the league norm. Bayern München have an above-average attack strength of 1.611 — the away xG of 1.99 is driven by genuine attacking quality on the road. Data: 47 Borussia Dortmund games / 47 Bayern München games used (CurrentSeason).
Result probabilities: Borussia Dortmund 40% | Draw 24% | Bayern München 37%. Fair-value odds: Borussia Dortmund 2.50 | Draw 4.17 | Bayern München 2.70. This is a low-confidence result — no outcome exceeds 45%. The draw at 24% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 77% | BTTS probability 77% | Total xG 4.06. Over 2.5 is the model's clear signal at 77% — a total xG of 4.06 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS Yes at 77% reflects that both xG figures (2.07 / 1.99) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Verdict
The Poisson model's primary lean is Borussia Dortmund at 40% — marginal model lean. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Borussia Dortmund if the outright odds are short. The opposing side holds a 37% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 4.06 total expected goals, pointing to Over 2.5 at 77% probability — reasonable conviction, supported by form averaging 4.0 goals per game.
On the BTTS market, Poisson puts 77% on Yes. Form rates corroborate: Borussia Dortmund 80% | Bayern München 90% BTTS from recent games.
The outsider holds a 37% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Borussia Dortmund vs Bayern München | Competition: Bundesliga, Regular Season - 14 | Venue: Signal-Iduna-Park • Kick-off: Saturday 4 Dec 2021, 17:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Borussia Dortmund 40% | Draw 24% | Bayern München 37% • Poisson goal markets: Over 2.5 77% | BTTS 77% | xG Borussia Dortmund 2.07 / Bayern München 1.99 • Poisson strength factors: Borussia Dortmund attack 1.318 / def 0.972 | Bayern München attack 1.611 / def 0.878 | league avg home 1.786 / away 1.272 • Poisson stance: Borussia Dortmund (40%) — low confidence — close contest
🧮 Prediction Model
2.07
Borussia Dortmund xG
Expected Goals
1.99
Bayern München xG
77%
BTTS
93%
Over 1.5
77%
Over 2.5
58%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Borussia Dortmund vs Bayern München kick off?
Borussia Dortmund vs Bayern München kicked off at 17:30 on Saturday 4 December 2021 at Signal-Iduna-Park.
What was the final score in Borussia Dortmund vs Bayern München?
Borussia Dortmund 2 - 3 Bayern München.
Where is Borussia Dortmund vs Bayern München being played?
The match is being played at Signal-Iduna-Park.
What competition is Borussia Dortmund vs Bayern München part of?
Borussia Dortmund vs Bayern München is a Regular Season - 14 fixture in the Bundesliga (Germany).
Who is favourite to win Borussia Dortmund vs Bayern München?
Our statistical model gives Borussia Dortmund a 40% chance of winning, Bayern München a 37% chance, and a 24% chance of a draw — making Borussia Dortmund the favourite.
Will both teams score in Borussia Dortmund vs Bayern München?
Our model estimates a 77% probability that both Borussia Dortmund and Bayern München will score (BTTS).
Will Borussia Dortmund vs Bayern München have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 77%.
What is the head-to-head record between Borussia Dortmund and Bayern München?
No recorded head-to-head meetings available in the dataset.
What form are Borussia Dortmund and Bayern München in?
Borussia Dortmund (all comps): 8W-0D-2L in 10 | 2.40 PPG | GF 2.40 / GA 1.30 | L5 W-W-L-W-W. Bayern München (all comps): 8W-0D-2L in 10 | 2.40 PPG | GF 3.30 / GA 1.00 | L5 W-W-W-L-W.
🧮 Model Insight
Behind the Numbers
The model rates Borussia Dortmund's attack at 1.32x the league average against Bayern München's defence at 0.88x — combine the two and it projects 2.07 expected goals for the hosts. Flip it around — Bayern München's attack (1.61x) against Borussia Dortmund's defence (0.97x) — and the away total comes out at 1.99.
These ratings are built from 47/47 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 8.0% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (7.3%), 2-2 (7.3%). Together the top three scorelines make up 23% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Borussia Dortmund Win
40%
2.53
24%
4.20
37%
2.73
Top 3 Most Likely Scorelines
2 – 1
7.3%
Home win
Most likely
2 – 2
7.3%
Draw
1 – 1
7.1%
Draw
Expected Goals & Win Odds
2.07
Borussia Dortmund xG
Total xG
4.06
1.99
Bayern München xG
2.53
40%
Home win
4.20
24%
Draw
2.73
37%
Away win
Goals Markets
91%
Over 1.5
1.10
9%
Under 1.5
11.11
77%
Over 2.5
1.30
23%
Under 2.5
4.35
58%
Over 3.5
1.72
42%
Under 3.5
2.38
38%
Over 4.5
2.63
62%
Under 4.5
1.61
Match Markets
Both Teams to Score
77%
BTTS Yes
1.30
23%
BTTS No
4.36
Clean Sheet
14%
7.33
13%
7.90
Win to Nil
5%
18.54
5%
21.55
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 1.7 | 3.4 | 3.4 | 2.3 | 1.1 | 0.5 |
| 1 | 3.6 | 7.1 | 7.1 | 4.7 | 2.3 | 0.9 |
| 2 | 3.7 | 7.3 | 7.3 | 4.9 | 2.4 | 1.0 |
| 3 | 2.5 | 5.1 | 5.0 | 3.3 | 1.7 | 0.7 |
| 4 | 1.3 | 2.6 | 2.6 | 1.7 | 0.9 | 0.3 |
| 5 | 0.5 | 1.1 | 1.1 | 0.7 | 0.4 | 0.1 |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Borussia Dortmund vs Bayern München?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 8.0%.
How many goals are Borussia Dortmund and Bayern München expected to score?
The model projects 2.07 expected goals for Borussia Dortmund and 1.99 for Bayern München, a combined total of 4.06.
How confident is the prediction model for Borussia Dortmund vs Bayern München?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Borussia Dortmund come into this having played 47 games, going 30W 4D 13L for 2.00 points per game. Their last five reads W-W-L-W-W. The sample for Borussia Dortmund is still a mix of this season and last, given how young the current campaign is.
On the other side, Bayern München sit at 2.32 PPG from 47 outings (34W 7D 6L), a run that reads W-W-W-L-W across their last five. The sample for Bayern München is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 2.00 PPG for Borussia Dortmund against 2.32 for Bayern München. Neither side arrives with a clear form advantage.
Home & Away Splits
Borussia Dortmund's home form reads 17W 2D 4L across 23 games on their own ground, a 2.30 PPG return.
Away from home, Bayern München have taken 2.09 points per game from 23 outings (15W 3D 5L).
Scoring & Defensive Trends
Borussia Dortmund are averaging 2.30 goals scored and 1.38 conceded per game recently; Bayern München are on 3.00 scored and 1.21 conceded. Both sides have been scoring freely, which tends to support the goals markets running hot in this fixture.
On BTTS specifically: Borussia Dortmund have seen both teams score in 70% of their recent games; Bayern München in 72%.
Last 47 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Borussia Dortmund
Blended
Bayern München
Blended
❓ Frequently Asked Questions
What form are Borussia Dortmund and Bayern München in coming into this match?
Borussia Dortmund have gone 30W 4D 13L in their last 47 games (2.00 PPG), while Bayern München have gone 34W 7D 6L in their last 47 (2.32 PPG).
Which team has the better venue record — Borussia Dortmund at home or Bayern München away?
Borussia Dortmund's home record (2.30 PPG) is the stronger of the two venue-specific splits — Borussia Dortmund at home: 2.30 PPG; Bayern München away: 2.09 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since December 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Bundesliga. They last met on 28 February 2026, roughly 5 months ago.
Records & Recent Trends
Bayern München go into this on the back of 2 straight wins in the series — the current momentum sits squarely with them.
For context on how one-sided this fixture can get: Bayern München won 0-4 on 4 Nov 2023, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Borussia Dortmund have gone 0W 2D 3L from 5 meetings on their own ground against Bayern München — worth weighing alongside the overall series record.
Last 10 Meetings
1
Borussia Dortmund
3
Draws
6
Bayern München
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Borussia Dortmund and Bayern München?
From 10 meetings on record, Borussia Dortmund have won 1, Bayern München have won 6, and 3 have been drawn.
When did Borussia Dortmund and Bayern München last play each other?
They last met on 28 February 2026, when Borussia Dortmund 2-3 Bayern München.
Who has won more matches between Borussia Dortmund and Bayern München?
Bayern München have the better head-to-head record, with 6 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
Borussia Dortmund are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 39% of the time.
Bayern München are typically involved in an early goal — the half-time board shows at least one in 100% of their matches. They've gone in front at half-time 56% of the time.
Goals & Clean Sheets
BTTS has landed consistently for both sides recently — 70% for Borussia Dortmund, 83% for Bayern München — a strong two-way scoring signal.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 78% for Borussia Dortmund and 78% for Bayern München. Stepping up a level, Over 3.5 has also landed reasonably often — 52% and 56% respectively — worth a look for goal-hungry markets.
On the defensive side: Borussia Dortmund keep a clean sheet in 30% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Borussia Dortmund home games / Bayern München away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Borussia Dortmund play Bayern München?
Yes — based on recent matches, both teams have scored in 70% of Borussia Dortmund's games and 83% of Bayern München's, a combined rate that favours BTTS Yes.
Is Borussia Dortmund vs Bayern München usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 78% of Borussia Dortmund's matches and 78% of Bayern München's.
Do Borussia Dortmund and Bayern München tend to score early?
Borussia Dortmund have had a goal before half-time in 70% of their recent matches, Bayern München in 100% — a useful reference point for first-half goal markets.
Shock result as Bayern München defy the odds to beat Borussia Dortmund 2-3.
📝 Match Report
How It Unfolded
Bayern München beat Borussia Dortmund 2-3 at Signal-Iduna-Park, Regular Season - 14, in the Bundesliga. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Borussia Dortmund 2.07 xG and Bayern München 1.99 xG, a combined 4.06. The scoreboard read 2-3 for 5 actual goals. Bayern München outscored their 1.99 projection by 1.0. Those figures were built on strength ratings of Borussia Dortmund attack 1.32 / defence 0.97 against Bayern München attack 1.61 / defence 0.88, drawn from 47/47 games (CurrentSeason).
On the result, the model split it Borussia Dortmund 40% | Draw 24% | Bayern München 37%, with Borussia Dortmund to win its most likely call at 40%. The actual Bayern München win had been the model's second-ranked read at 37%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 77%. The game delivered 5, so it went over — in line with the projection. Over 1.5 had been 93% and landed. Over 3.5 was 58% and came in. On both teams to score, the model sat at 77% and the match saw both sides score — another call in the model's favour. Historically the two sides average 79% Over 2.5 across their same-competition games (Borussia Dortmund 77%, Bayern München 81%), a base rate that agreed with today's over. Their combined BTTS history runs at 71%, which matched the both-scored outcome.
Trading Patterns vs Reality
Borussia Dortmund's trading profile (47 games, 23 home) set some clear expectations: BTTS lands in 70% of their matches — today it did.
Bayern München's trading profile (47 games, 23 away) set some clear expectations: BTTS lands in 72% of their matches — today it did.
Form vs Result
The form lines were close — Borussia Dortmund 2.00 PPG, Bayern München 2.32 PPG — offering no strong steer, and the Bayern München win broke the near-deadlock. Borussia Dortmund (home/away splits) shipped 3 against a 1.26 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). Partial vindication: some calls landed, others slipped.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.