VfL Wolfsburg 2-3 1. FC Köln – Result & Analysis
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Poisson model rates 1. FC Köln at 34%, yet other data sources diverge — this VfL Wolfsburg vs 1. FC Köln fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a Bundesliga clash, Regular Season - 16 as VfL Wolfsburg welcome 1. FC Köln to VOLKSWAGEN ARENA. Kick-off is set for Tuesday 14 December 2021 at 19:30 UTC.
Form Guide
VfL Wolfsburg — All Games: 2W 1D 7L from 10 Bundesliga outings this season, averaging 0.70 points per game. Last five: W D L L L. They are averaging 0.80 goals per game and conceding 2.00 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. 2 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 1D 5L at VOLKSWAGEN ARENA — 1.30 PPG. At home they are averaging 1.10 goals scored and 1.40 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. Their home PPG of 1.30 is noticeably stronger than their overall 0.70 — VfL Wolfsburg are significantly better at VOLKSWAGEN ARENA than their overall form suggests.
Looking at all fixtures this season, 1. FC Köln stand at 2W 5D 3L from 10 Bundesliga matches — 1.10 PPG. Last five: D D W D L. Their scoring rate of 1.40 per game is modest, conceding 1.80 — not a side to back heavily on the Over 2.5 from their form alone. 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 1. FC Köln, so this record blends games from this season and last.
On the road, 1. FC Köln have gone 2W 5D 3L from 10 away fixtures this term (1.10 PPG). Away from home they average 1.40 goals scored and 1.70 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
The form comparison is too close to call — 0.70 PPG (VfL Wolfsburg) versus 1.10 (1. FC Köln). When the figures are this level, no pick can be reliably derived from recent results alone.
H2H
The H2H landscape is flat: 2 previous encounters have yielded 1 wins for VfL Wolfsburg, 0 for 1. FC Köln and 1 draws. A neutral reading in isolation.
The 2 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 3 Apr 2021, ended 1–0 with VfL Wolfsburg winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
In-Play Data
VfL Wolfsburg trading profile (49 games, 24 at home): they score before half-time in 75% of fixtures in home games; when goalless at HT, a second-half goal follows 77% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 42% of their matches (home games); Over 2.5 goals lands in 50% of games (home games).
1. FC Köln trading profile (49 games, 24 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 83% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 58% of their matches (away games); Over 2.5 goals lands in 50% of games (away games); Over 3.5 in 37%; they fail to score in 31% of games.
BTTS rates are mixed from the trading data — VfL Wolfsburg 49% versus 1. FC Köln 65%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (VfL Wolfsburg 51% | 1. FC Köln 57%).
Poisson Model
The Poisson distribution model projects VfL Wolfsburg 1.18 xG and 1. FC Köln 1.18 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 0.667 / defence 1.101 | 1. FC Köln attack 0.793 / defence 1.000. League average goals — home 1.766 / away 1.355. VfL Wolfsburg's attack strength of 0.667 is below the league average — the 1.18 xG projection reflects a team that scores at a discount to the division norm. Data: 49 VfL Wolfsburg games / 49 1. FC Köln games used (CurrentSeason).
Result probabilities: VfL Wolfsburg 34% | Draw 33% | 1. FC Köln 34%. Fair-value odds: VfL Wolfsburg 2.94 | Draw 3.03 | 1. FC Köln 2.94. The draw (33%) is the Poisson-preferred outcome — neither side is more likely to win than to draw, making draw-inclusive markets the most model-aligned approach.
Goals markets: Over 2.5 probability 42% | BTTS probability 50% | Total xG 2.36. Under 2.5 has a narrow probability edge at 58% — total xG of 2.36 is below the line but not decisively so. BTTS probability of 50% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
The Poisson model's preferred outcome is the draw at 33% — neither side is more likely to win than to draw. Draw-inclusive markets are the most model-aligned approach. Home win at 34% and away win at 34% are close enough that backing either outright carries significant draw exposure.
Poisson projects 2.36 total expected goals, pointing to Under 2.5 at 42% probability — Poisson-only — limited corroboration conviction.
The Poisson model's BTTS call is Yes at 50%. Form rates corroborate: VfL Wolfsburg 40% | 1. FC Köln 70% BTTS from recent games.
The outsider holds a 34% 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 1. FC Köln | Competition: Bundesliga, Regular Season - 16 | Venue: VOLKSWAGEN ARENA • Kick-off: Tuesday 14 Dec 2021, 19:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: VfL Wolfsburg 34% | Draw 33% | 1. FC Köln 34% • Poisson goal markets: Over 2.5 42% | BTTS 50% | xG VfL Wolfsburg 1.18 / 1. FC Köln 1.18 • Poisson strength factors: VfL Wolfsburg attack 0.667 / def 1.101 | 1. FC Köln attack 0.793 / def 1.000 | league avg home 1.766 / away 1.355 • Poisson stance: Draw (33%) — low confidence — close contest
🧮 Prediction Model
1.18
VfL Wolfsburg xG
Expected Goals
1.18
1. FC Köln xG
50%
BTTS
71%
Over 1.5
42%
Over 2.5
21%
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 1. FC Köln kick off?
VfL Wolfsburg vs 1. FC Köln kicked off at 19:30 on Tuesday 14 December 2021 at VOLKSWAGEN ARENA.
What was the final score in VfL Wolfsburg vs 1. FC Köln?
VfL Wolfsburg 2 - 3 1. FC Köln.
Where is VfL Wolfsburg vs 1. FC Köln being played?
The match is being played at VOLKSWAGEN ARENA.
What competition is VfL Wolfsburg vs 1. FC Köln part of?
VfL Wolfsburg vs 1. FC Köln is a Regular Season - 16 fixture in the Bundesliga (Germany).
Who is favourite to win VfL Wolfsburg vs 1. FC Köln?
Our statistical model gives VfL Wolfsburg a 34% chance of winning, 1. FC Köln a 34% chance, and a 33% chance of a draw, making this a very evenly-matched fixture.
Will both teams score in VfL Wolfsburg vs 1. FC Köln?
Our model estimates a 50% probability that both VfL Wolfsburg and 1. FC Köln will score (BTTS).
Will VfL Wolfsburg vs 1. FC Köln have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 42%.
What is the head-to-head record between VfL Wolfsburg and 1. FC Köln?
Record (2 meetings): VfL Wolfsburg 1W | Draws 1 | 1. FC Köln 0W.
What form are VfL Wolfsburg and 1. FC Köln in?
VfL Wolfsburg (all comps): 2W-1D-7L in 10 | 0.70 PPG | GF 0.80 / GA 2.00 | L5 W-D-L-L-L. 1. FC Köln (all comps): 2W-5D-3L in 10 | 1.10 PPG | GF 1.40 / GA 1.80 | L5 D-D-W-D-L.
🧮 Model Insight
How the Model Works This Match
VfL Wolfsburg's attacking strength (0.67x league average) is weighed against 1. FC Köln's defensive record (1.00x) to produce a home expected-goals figure of 1.18. The same calculation in reverse, 1. FC Köln's attack versus VfL Wolfsburg's defence, projects 1.18 expected goals for the visitors.
These ratings are built from 49/49 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 14.9%. Close behind: 0-0 (11.1%), 0-1 (9.4%). Those top three scorelines alone account for 35% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
1. FC Köln Win
34%
2.97
33%
3.07
34%
2.96
Top 3 Most Likely Scorelines
1 – 1
13.1%
Draw
Most likely
0 – 1
11.1%
Away win
1 – 0
11.1%
Home win
Expected Goals & Win Odds
1.18
VfL Wolfsburg xG
Total xG
2.36
1.18
1. FC Köln xG
2.97
34%
Home win
3.07
33%
Draw
2.96
34%
Away win
Goals Markets
68%
Over 1.5
1.47
32%
Under 1.5
3.12
42%
Over 2.5
2.38
58%
Under 2.5
1.72
21%
Over 3.5
4.76
79%
Under 3.5
1.27
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
50%
BTTS Yes
1.99
50%
BTTS No
2.01
Clean Sheet
31%
3.26
31%
3.25
Win to Nil
10%
9.69
10%
9.62
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.4 | 11.1 | 6.6 | 2.6 | 0.8 | 0.2 |
| 1 | 11.1 | 13.1 | 7.8 | 3.1 | 0.9 | 0.2 |
| 2 | 6.6 | 7.7 | 4.6 | 1.8 | 0.5 | 0.1 |
| 3 | 2.6 | 3.0 | 1.8 | 0.7 | 0.2 | – |
| 4 | 0.8 | 0.9 | 0.5 | 0.2 | 0.1 | – |
| 5 | 0.2 | 0.2 | 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 VfL Wolfsburg vs 1. FC Köln?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.9%.
How many goals are VfL Wolfsburg and 1. FC Köln expected to score?
The model projects 1.18 expected goals for VfL Wolfsburg and 1.18 for 1. FC Köln, a combined total of 2.36.
How confident is the prediction model for VfL Wolfsburg vs 1. FC Köln?
Not very — the model's leading outcome sits at just 34%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
VfL Wolfsburg's recent record stands at 23W 12D 14L from 49 games, a 1.65 PPG return, with W-D-L-L-L in the last five. The sample for VfL Wolfsburg is still a mix of this season and last, given how young the current campaign is.
1. FC Köln, meanwhile, have gone 13W 16D 20L across 49 games — 1.12 PPG, with D-D-W-D-L in their last five. The sample for 1. FC Köln is still a mix of this season and last, given how young the current campaign is.
The points-per-game comparison favours VfL Wolfsburg by 0.53 — a real, if not enormous, edge over 1. FC Köln heading into this one.
Venue Form
At home specifically, VfL Wolfsburg have managed 13W 4D 7L from 24 games — 1.79 PPG in front of their own supporters.
1. FC Köln's away record stands at 6W 8D 10L across 24 trips, a 1.08 PPG haul.
Comparing the two in their relevant venue splits, VfL Wolfsburg come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Goals in Recent Form
VfL Wolfsburg are averaging 1.55 goals scored and 1.20 conceded per game recently; 1. FC Köln are on 1.22 scored and 1.69 conceded.
On BTTS specifically: 1. FC Köln in 65%.
Defensively: VfL Wolfsburg have kept a clean sheet in 39% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 49 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
VfL Wolfsburg
Blended
1. FC Köln
Blended
❓ Frequently Asked Questions
What form are VfL Wolfsburg and 1. FC Köln in coming into this match?
VfL Wolfsburg have gone 23W 12D 14L in their last 49 games (1.65 PPG), while 1. FC Köln have gone 13W 16D 20L in their last 49 (1.12 PPG).
Which team has the better venue record — VfL Wolfsburg at home or 1. FC Köln away?
VfL Wolfsburg's home record (1.79 PPG) is the stronger of the two venue-specific splits — VfL Wolfsburg at home: 1.79 PPG; 1. FC Köln away: 1.08 PPG.
Have VfL Wolfsburg or 1. FC Köln been keeping clean sheets recently?
VfL Wolfsburg have kept a clean sheet in 39% of their recent games, 1. FC Köln in 10%.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to December 2020. Every recorded meeting has come in Bundesliga. They last met on 30 January 2026, roughly 6 months ago.
Streaks & Records
VfL Wolfsburg's record when hosting 1. FC Köln specifically: 1W 2D 2L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
4
VfL Wolfsburg
3
Draws
3
1. FC Köln
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between VfL Wolfsburg and 1. FC Köln?
From 10 meetings on record, VfL Wolfsburg have won 4, 1. FC Köln have won 3, and 3 have been drawn.
When did VfL Wolfsburg and 1. FC Köln last play each other?
They last met on 30 January 2026, when 1. FC Köln 1-0 VfL Wolfsburg.
Who has won more matches between VfL Wolfsburg and 1. FC Köln?
VfL Wolfsburg have the better head-to-head record, with 4 wins from 10 meetings.
📈 Trading Insight
First-Half Patterns
VfL Wolfsburg are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've gone in front at half-time 42% of the time.
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 29% of the time.
Full-Time Trends
BTTS sits in mixed territory for this pairing — VfL Wolfsburg 42%, 1. FC Köln 58% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 50% (VfL Wolfsburg) and 50% (1. FC Köln).
On the defensive side: VfL Wolfsburg keep a clean sheet in 46% of their matches; 1. FC Köln in 38%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = VfL Wolfsburg home games / 1. FC Köln 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 1. FC Köln?
Not especially — both teams scoring has occurred in only 42% of VfL Wolfsburg's recent matches and 58% of 1. FC Köln's, a rate that leans toward BTTS No.
Is VfL Wolfsburg vs 1. FC Köln usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 50% of VfL Wolfsburg's recent games and 50% of 1. FC Köln's, pointing to a tighter contest.
Do VfL Wolfsburg and 1. FC Köln tend to score early?
VfL Wolfsburg have had a goal before half-time in 75% of their recent matches, 1. FC Köln in 71% — a useful reference point for first-half goal markets.
Prediction vindicated as 1. FC Köln edge out VfL Wolfsburg 2-3.
📝 Match Report
How It Unfolded
1. FC Köln beat VfL Wolfsburg 2-3 at VOLKSWAGEN ARENA, Regular Season - 16, in the Bundesliga. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting VfL Wolfsburg 1.18 xG and 1. FC Köln 1.18 xG, a combined 2.36. The scoreboard read 2-3 for 5 actual goals. VfL Wolfsburg beat their projection by 0.8 — clinical relative to the chances the model priced in. 1. FC Köln outscored their 1.18 projection by 1.8. Those figures were built on strength ratings of VfL Wolfsburg attack 0.67 / defence 1.10 against 1. FC Köln attack 0.79 / defence 1.00, drawn from 49/49 games (CurrentSeason).
On the result, the model split it VfL Wolfsburg 34% | Draw 33% | 1. FC Köln 34%, with VfL Wolfsburg to win its most likely call at 34%. The actual 1. FC Köln win had been the model's second-ranked read at 34%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 42%. The game delivered 5, so it went over — a miss for the goals model. Over 1.5 had been 71% and landed. Over 3.5 was 21% and came in. On both teams to score, the model sat at 50% and the match saw both sides score — another call in the model's favour. Historically the two sides average 54% Over 2.5 across their same-competition games (VfL Wolfsburg 51%, 1. FC Köln 57%), a base rate that agreed with today's over. Their combined BTTS history runs at 57%, which matched the both-scored outcome.
Trading Patterns vs Reality
VfL Wolfsburg's trading profile (49 games, 24 home) set some clear expectations: BTTS lands in 49% of their matches — today it did; they keep a clean sheet 39% of the time, and conceded here.
1. FC Köln's trading profile (49 games, 24 away) set some clear expectations: BTTS lands in 65% of their matches — today it did.
Form vs Result
On form, VfL Wolfsburg arrived the stronger side — 1.65 PPG against 1.12. Form was overturned, with 1. FC Köln winning despite arriving in poorer recent shape. VfL Wolfsburg (home/away splits) shipped 3 against a 1.12 concession average — a leakier day than usual. 1. FC Köln (home/away splits) scored 3 against a 1.04 average — above their attacking norm.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit), form (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.