VfL Wolfsburg 2-0 Borussia Dortmund – Result & Analysis
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Poisson model rates VfL Wolfsburg at 42%, yet other data sources diverge — this VfL Wolfsburg vs Borussia Dortmund fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Borussia Dortmund make the trip to VOLKSWAGEN ARENA to face VfL Wolfsburg in Bundesliga, Regular Season - 14. The match kicks off on Tuesday 8 November 2022 at 17:30 UTC.
Form
VfL Wolfsburg (all games): 4W 3D 3L across 10 Bundesliga fixtures this term — 1.50 PPG. Last five: D D D W W. Offensively they are averaging 1.80 goals per game, with 1.50 conceded. 3 clean sheets from 10 outings provides some defensive foundation. This season is still relatively young for VfL Wolfsburg, so this record blends games from this season and last.
In front of their own supporters this season, VfL Wolfsburg have posted 4W 4D 2L at VOLKSWAGEN ARENA — 1.60 PPG. They are averaging 2.40 goals per home game — a prolific scoring rate in front of their own fans. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.
Borussia Dortmund have collected 1.90 PPG across 10 Bundesliga outings this season: 6W 1D 3L. Last five: D L W W W. They are scoring at 1.70 per game and conceding 1.10. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in just 30% of their games, reflecting a regular tendency to keep or record clean sheets. This season is still relatively young for Borussia Dortmund, so this record blends games from this season and last.
When travelling in Bundesliga this season, Borussia Dortmund have posted 5W 1D 4L from 10 away outings — 1.60 PPG. Away from home they average 1.50 goals scored and 1.50 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Both sides are running at similar form levels — 1.50 PPG for VfL Wolfsburg against 1.90 for Borussia Dortmund. There is no clear form edge to exploit here; other signals need to take the lead.
Head-to-Head
Neither side has dominated this fixture. The last 2 head-to-head meetings have produced 0 wins for VfL Wolfsburg, 2 for Borussia Dortmund and 0 draws — an even split that leaves the H2H largely neutral as a betting input.
Attacking output has been a hallmark of this fixture. At 5.5 goals per game across 2 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 16 Apr 2022, ended 1–6 with Borussia Dortmund winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 5.5 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Data
VfL Wolfsburg goal-timing and half-time pattern breakdown (47 games, 23 at home): they score before half-time in 83% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 56% of games (home games); Over 3.5 in 40%.
Borussia Dortmund goal-timing and half-time pattern breakdown (47 games, 23 at away): they score before half-time in 96% 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 50% of those occasions; they lead at the break 47% of the time; BTTS occurs in 70% of their matches (away games); Over 2.5 goals lands in 65% of games (away games); Over 3.5 in 51%.
BTTS rates are mixed from the trading data — VfL Wolfsburg 43% versus Borussia Dortmund 66%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (VfL Wolfsburg 51% | Borussia Dortmund 72%).
Poisson Model
The Poisson distribution model projects VfL Wolfsburg 1.80 xG and Borussia Dortmund 1.63 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: VfL Wolfsburg attack 1.070 / defence 1.141 | Borussia Dortmund attack 1.064 / defence 0.930. League average goals — home 1.814 / away 1.344. Data: 47 VfL Wolfsburg games / 47 Borussia Dortmund games used (CurrentSeason).
Result probabilities: VfL Wolfsburg 42% | Draw 23% | Borussia Dortmund 35%. Fair-value odds: VfL Wolfsburg 2.38 | Draw 4.35 | Borussia Dortmund 2.86. This is a low-confidence result — no outcome exceeds 45%. The draw at 23% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 67% | BTTS probability 68% | Total xG 3.44. Over 2.5 is the model's clear signal at 67% — a total xG of 3.44 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 68% reflects that both xG figures (1.80 / 1.63) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
On the Poisson output, VfL Wolfsburg are the pick at 42% — marginal model lean. Draw probability of 23% warrants consideration of Double Chance or Draw No Bet on VfL Wolfsburg if the outright odds are short. The opposing side holds a 35% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 3.44 combined xG gives a 67% probability to Over 2.5 — reasonable, supported by form averaging 3.4 goals per game.
The Poisson model's BTTS call is Yes at 68%. Form rates corroborate: VfL Wolfsburg 50% | Borussia Dortmund 60% BTTS from recent games.
The outsider holds a 35% 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: VfL Wolfsburg vs Borussia Dortmund | Competition: Bundesliga, Regular Season - 14 | Venue: VOLKSWAGEN ARENA • Kick-off: Tuesday 8 Nov 2022, 17:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: VfL Wolfsburg 42% | Draw 23% | Borussia Dortmund 35% • Poisson goal markets: Over 2.5 67% | BTTS 68% | xG VfL Wolfsburg 1.80 / Borussia Dortmund 1.63 • Poisson strength factors: VfL Wolfsburg attack 1.070 / def 1.141 | Borussia Dortmund attack 1.064 / def 0.930 | league avg home 1.814 / away 1.344 • Poisson stance: VfL Wolfsburg (42%) — low confidence — close contest
🧮 Prediction Model
1.80
VfL Wolfsburg xG
Expected Goals
1.63
Borussia Dortmund xG
68%
BTTS
86%
Over 1.5
67%
Over 2.5
45%
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 VfL Wolfsburg vs Borussia Dortmund kick off?
VfL Wolfsburg vs Borussia Dortmund kicked off at 17:30 on Tuesday 8 November 2022 at VOLKSWAGEN ARENA.
What was the final score in VfL Wolfsburg vs Borussia Dortmund?
VfL Wolfsburg 2 - 0 Borussia Dortmund.
Where is VfL Wolfsburg vs Borussia Dortmund being played?
The match is being played at VOLKSWAGEN ARENA.
What competition is VfL Wolfsburg vs Borussia Dortmund part of?
VfL Wolfsburg vs Borussia Dortmund is a Regular Season - 14 fixture in the Bundesliga (Germany).
Who is favourite to win VfL Wolfsburg vs Borussia Dortmund?
Our statistical model gives VfL Wolfsburg a 42% chance of winning, Borussia Dortmund a 35% chance, and a 23% chance of a draw — making VfL Wolfsburg the favourite.
Will both teams score in VfL Wolfsburg vs Borussia Dortmund?
Our model estimates a 68% probability that both VfL Wolfsburg and Borussia Dortmund will score (BTTS).
Will VfL Wolfsburg vs Borussia Dortmund have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 67%.
What is the head-to-head record between VfL Wolfsburg and Borussia Dortmund?
Record (2 meetings): VfL Wolfsburg 0W | Draws 0 | Borussia Dortmund 2W.
What form are VfL Wolfsburg and Borussia Dortmund in?
VfL Wolfsburg (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.80 / GA 1.50 | L5 D-D-D-W-W. Borussia Dortmund (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.70 / GA 1.10 | L5 D-L-W-W-W.
🧮 Model Insight
Behind the Numbers
The model rates VfL Wolfsburg's attack at 1.07x the league average against Borussia Dortmund's defence at 0.93x — combine the two and it projects 1.80 expected goals for the hosts. Flip it around — Borussia Dortmund's attack (1.06x) against VfL Wolfsburg's defence (1.14x) — and the away total comes out at 1.63.
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 10.7% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (8.6%), 1-2 (7.7%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
VfL Wolfsburg Win
42%
2.38
23%
4.33
35%
2.87
Top 3 Most Likely Scorelines
1 – 1
9.5%
Draw
Most likely
2 – 1
8.6%
Home win
1 – 2
7.7%
Away win
Expected Goals & Win Odds
1.80
VfL Wolfsburg xG
Total xG
3.44
1.63
Borussia Dortmund xG
2.38
42%
Home win
4.33
23%
Draw
2.87
35%
Away win
Goals Markets
86%
Over 1.5
1.16
14%
Under 1.5
7.14
67%
Over 2.5
1.49
33%
Under 2.5
3.03
45%
Over 3.5
2.22
55%
Under 3.5
1.82
26%
Over 4.5
3.85
74%
Under 4.5
1.35
Match Markets
Both Teams to Score
68%
BTTS Yes
1.48
32%
BTTS No
3.08
Clean Sheet
20%
5.11
16%
6.08
Win to Nil
8%
12.15
6%
17.45
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.2 | 5.3 | 4.3 | 2.3 | 0.9 | 0.3 |
| 1 | 5.8 | 9.5 | 7.7 | 4.2 | 1.7 | 0.6 |
| 2 | 5.2 | 8.6 | 7.0 | 3.8 | 1.5 | 0.5 |
| 3 | 3.2 | 5.1 | 4.2 | 2.3 | 0.9 | 0.3 |
| 4 | 1.4 | 2.3 | 1.9 | 1.0 | 0.4 | 0.1 |
| 5 | 0.5 | 0.8 | 0.7 | 0.4 | 0.2 | – |
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 VfL Wolfsburg vs Borussia Dortmund?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 10.7%.
How many goals are VfL Wolfsburg and Borussia Dortmund expected to score?
The model projects 1.80 expected goals for VfL Wolfsburg and 1.63 for Borussia Dortmund, a combined total of 3.44.
How confident is the prediction model for VfL Wolfsburg vs Borussia Dortmund?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
VfL Wolfsburg come into this having played 47 games, going 16W 11D 20L for 1.26 points per game. Their last five reads D-D-D-W-W. The sample for VfL Wolfsburg is still a mix of this season and last, given how young the current campaign is.
On the other side, Borussia Dortmund sit at 2.00 PPG from 47 outings (30W 4D 13L), a run that reads D-L-W-W-W across their last five. The sample for Borussia Dortmund is still a mix of this season and last, given how young the current campaign is.
Borussia Dortmund carry the stronger recent form of the two, 0.74 PPG clear of VfL Wolfsburg — worth weighing alongside whatever the head-to-head and market data say.
Home & Away Splits
VfL Wolfsburg's home form reads 9W 6D 8L across 23 games on their own ground, a 1.43 PPG return.
Away from home, Borussia Dortmund have taken 1.70 points per game from 23 outings (12W 3D 8L).
Scoring & Defensive Trends
VfL Wolfsburg are averaging 1.34 goals scored and 1.55 conceded per game recently; Borussia Dortmund are on 2.30 scored and 1.43 conceded.
On BTTS specifically: Borussia Dortmund in 66%.
Last 47 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
VfL Wolfsburg
Blended
Borussia Dortmund
Blended
❓ Frequently Asked Questions
What form are VfL Wolfsburg and Borussia Dortmund in coming into this match?
VfL Wolfsburg have gone 16W 11D 20L in their last 47 games (1.26 PPG), while Borussia Dortmund have gone 30W 4D 13L in their last 47 (2.00 PPG).
Which team has the better venue record — VfL Wolfsburg at home or Borussia Dortmund away?
Borussia Dortmund's away record (1.70 PPG) is the stronger of the two venue-specific splits — VfL Wolfsburg at home: 1.43 PPG; Borussia Dortmund away: 1.70 PPG.
Have VfL Wolfsburg or Borussia Dortmund been keeping clean sheets recently?
VfL Wolfsburg have kept a clean sheet in 32% of their recent games, Borussia Dortmund in 28%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since November 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Bundesliga. They last met on 7 February 2026, roughly 6 months ago.
Records & Recent Trends
There's a clear current trend here: Borussia Dortmund have taken the last 4 head-to-head results.
For context on how one-sided this fixture can get: Borussia Dortmund won 6-0 on 7 May 2023, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, VfL Wolfsburg have gone 1W 1D 3L from 5 meetings on their own ground against Borussia Dortmund — worth weighing alongside the overall series record.
Last 10 Meetings
1
VfL Wolfsburg
1
Draws
8
Borussia Dortmund
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between VfL Wolfsburg and Borussia Dortmund?
From 10 meetings on record, VfL Wolfsburg have won 1, Borussia Dortmund have won 8, and 1 have been drawn.
When did VfL Wolfsburg and Borussia Dortmund last play each other?
They last met on 7 February 2026, when VfL Wolfsburg 1-2 Borussia Dortmund.
Who has won more matches between VfL Wolfsburg and Borussia Dortmund?
Borussia Dortmund have the better head-to-head record, with 8 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
VfL Wolfsburg are typically involved in an early goal — the half-time board shows at least one in 83% of their matches. They've gone in front at half-time 30% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 13% of those situations.
Borussia Dortmund are typically involved in an early goal — the half-time board shows at least one in 96% of their matches. They've gone in front at half-time 35% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — VfL Wolfsburg 48%, Borussia Dortmund 70% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 56% for VfL Wolfsburg and 65% for Borussia Dortmund. Stepping up a level, Over 3.5 has also landed reasonably often — 52% and 44% respectively — worth a look for goal-hungry markets.
On the defensive side: VfL Wolfsburg keep a clean sheet in 39% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = VfL Wolfsburg home games / Borussia Dortmund away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when VfL Wolfsburg play Borussia Dortmund?
Yes — based on recent matches, both teams have scored in 48% of VfL Wolfsburg's games and 70% of Borussia Dortmund's, a combined rate that favours BTTS Yes.
Is VfL Wolfsburg vs Borussia Dortmund usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 56% of VfL Wolfsburg's matches and 65% of Borussia Dortmund's.
Do VfL Wolfsburg and Borussia Dortmund tend to score early?
VfL Wolfsburg have had a goal before half-time in 83% of their recent matches, Borussia Dortmund in 96% — a useful reference point for first-half goal markets.
VfL Wolfsburg cruise to a comfortable 2-0 victory over Borussia Dortmund.
📝 Match Report
How It Unfolded
VfL Wolfsburg beat Borussia Dortmund 2-0 at VOLKSWAGEN ARENA, Regular Season - 14, in the Bundesliga. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting VfL Wolfsburg 1.80 xG and Borussia Dortmund 1.63 xG, a combined 3.44. The scoreboard read 2-0 for 2 actual goals. Borussia Dortmund landed 1.6 under their projected return. Those figures were built on strength ratings of VfL Wolfsburg attack 1.07 / defence 1.14 against Borussia Dortmund attack 1.06 / defence 0.93, drawn from 47/47 games (CurrentSeason).
On the result, the model split it VfL Wolfsburg 42% | Draw 23% | Borussia Dortmund 35%, with VfL Wolfsburg to win its most likely call at 42%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 67%. The game delivered 2, so it stayed under — the opposite of the projected direction. Over 1.5 had been 86% and landed. Over 3.5 was 45% and did not. On both teams to score, the model sat at 68% and the match did not — a miss on BTTS. Historically the two sides average 62% Over 2.5 across their same-competition games (VfL Wolfsburg 51%, Borussia Dortmund 72%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 54%, which did not match the one-sided outcome.
Trading Patterns vs Reality
VfL Wolfsburg's trading profile (47 games, 23 home) set some clear expectations: BTTS lands in 43% of their matches — today it did not; they keep a clean sheet 32% of the time, and duly kept one.
Borussia Dortmund's trading profile (47 games, 23 away) set some clear expectations: BTTS lands in 66% of their matches — today it did not.
Form vs Result
On form, Borussia Dortmund arrived the stronger side — 2.00 PPG against 1.26. Form was overturned, with VfL Wolfsburg winning despite arriving in poorer recent shape. VfL Wolfsburg (home/away splits) conceded 0 against a 1.35 average — tighter than their form line. Borussia Dortmund (home/away splits) managed 0 against a 1.78 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (miss). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.