1. FC Köln 1-2 VfL Wolfsburg – Result & Analysis
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Poisson model rates 1. FC Köln at 48%, yet other data sources diverge — this 1. FC Köln vs VfL Wolfsburg fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Bundesliga encounter, Regular Season - 2 sees VfL Wolfsburg travel to Cologne Stadium to take on 1. FC Köln. The game is scheduled for Saturday 26 August 2023, 14:30 UTC.
Form Guide
1. FC Köln — All Games: 4W 3D 3L from 10 Bundesliga outings this season, averaging 1.50 points per game. Last five: W W D L L. Offensively they are averaging 1.60 goals per game, with 1.10 conceded. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. 1. FC Köln have played only a handful of Bundesliga games so far this season, so this record also draws on matches from last season.
1. FC Köln at Cologne Stadium this season: 3W 3D 4L from 10 home games — 1.20 PPG on home soil. At home they are averaging 1.70 goals scored and 1.10 conceded per game.
Across all Bundesliga games this season, VfL Wolfsburg have recorded 4W 2D 4L from 10 outings — 1.40 PPG. Last five: L W L L W. They are scoring at 1.50 per game and conceding 1.60. 3 clean sheets from 10 outings suggests some defensive organisation. VfL Wolfsburg have played only a handful of Bundesliga games so far this season, so this record also draws on matches from last season.
VfL Wolfsburg's away record: 5W 1D 4L from 10 road trips in Bundesliga this season (1.60 PPG). Away from home they average 1.60 goals scored and 1.40 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road. Away from home, both teams have scored in only 30% of games — a low rate that backs BTTS No when they travel.
The form figures are too closely matched to derive a directional pick: 1. FC Köln 1.50 PPG, VfL Wolfsburg 1.40 PPG. Look to other data sets to build the analysis.
H2H
The rivalry is an even one: 2 wins apiece for 1. FC Köln, 3 for VfL Wolfsburg and 1 shared spoils from 6 past contests. Neither side holds a meaningful historical edge.
Goals have been a feature of this fixture. The last 6 meetings have averaged 3.2 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 25 Feb 2023, ended 0–2 with VfL Wolfsburg winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.2 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
In-Play Profile
1. FC Köln in-play tendencies (35 games, 17 at home): they score before half-time in 65% of fixtures in home games; when goalless at HT, a second-half goal follows 54% of the time; BTTS occurs in 53% of their matches (home games); Over 2.5 goals lands in 47% of games (home games); they fail to score in 40% of games.
VfL Wolfsburg in-play tendencies (35 games, 17 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 62% of the time; BTTS occurs in 29% of their matches (away games); Over 2.5 goals lands in 41% of games (away games); Over 3.5 in 37%.
BTTS rates are mixed from the trading data — 1. FC Köln 57% versus VfL Wolfsburg 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (1. FC Köln 49% | VfL Wolfsburg 57%).
Poisson Model
The Poisson distribution model projects 1. FC Köln 1.76 xG and VfL Wolfsburg 1.29 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: 1. FC Köln attack 0.927 / defence 0.976 | VfL Wolfsburg attack 1.016 / defence 0.966. League average goals — home 1.969 / away 1.305. Data: 35 1. FC Köln games / 35 VfL Wolfsburg games used (Blended). A blend of current and prior-season data is applied to stabilise estimates early in the campaign.
Result probabilities: 1. FC Köln 48% | Draw 24% | VfL Wolfsburg 28%. Fair-value odds: 1. FC Köln 2.08 | Draw 4.17 | VfL Wolfsburg 3.57. 1. FC Köln hold a narrow Poisson edge at 48% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 59% | BTTS probability 61% | Total xG 3.06. Over 2.5 holds a meaningful probability edge at 59% — the 3.06 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 61% reflects that both xG figures (1.76 / 1.29) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Our Verdict
Poisson rates 1. FC Köln as the most likely outcome at 48% — moderate model lean. With a 24% draw probability, Draw No Bet on 1. FC Köln offers a more defensible entry point than the straight win. The opposing side holds a 28% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.06 xG in total — Over 2.5 at 59% — strong confidence, supported by form averaging 2.9 goals per game and H2H averaging 3.2 goals per meeting.
On the BTTS market, Poisson puts 61% on Yes. This conflicts with form data: 1. FC Köln 40% | VfL Wolfsburg 30% from recent games — a notable divergence.
The Poisson model is drawing on Blended data (35 games minimum) — early-season projections carry additional uncertainty. Weight the live form and odds signals accordingly.
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💡 Key Insights
🏟️ Match Context
• Fixture: 1. FC Köln vs VfL Wolfsburg | Competition: Bundesliga, Regular Season - 2 | Venue: Cologne Stadium • Kick-off: Saturday 26 Aug 2023, 14:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: 1. FC Köln 48% | Draw 24% | VfL Wolfsburg 28% • Poisson goal markets: Over 2.5 59% | BTTS 61% | xG 1. FC Köln 1.76 / VfL Wolfsburg 1.29 • Poisson strength factors: 1. FC Köln attack 0.927 / def 0.976 | VfL Wolfsburg attack 1.016 / def 0.966 | league avg home 1.969 / away 1.305 • Poisson stance: 1. FC Köln (48%) — moderate lean
🧮 Prediction Model
1.76
1. FC Köln xG
Expected Goals
1.29
VfL Wolfsburg xG
61%
BTTS
81%
Over 1.5
59%
Over 2.5
37%
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 1. FC Köln vs VfL Wolfsburg kick off?
1. FC Köln vs VfL Wolfsburg kicked off at 14:30 on Saturday 26 August 2023 at Cologne Stadium.
What was the final score in 1. FC Köln vs VfL Wolfsburg?
1. FC Köln 1 - 2 VfL Wolfsburg.
Where is 1. FC Köln vs VfL Wolfsburg being played?
The match is being played at Cologne Stadium.
What competition is 1. FC Köln vs VfL Wolfsburg part of?
1. FC Köln vs VfL Wolfsburg is a Regular Season - 2 fixture in the Bundesliga (Germany).
Who is favourite to win 1. FC Köln vs VfL Wolfsburg?
Our statistical model gives 1. FC Köln a 48% chance of winning, VfL Wolfsburg a 28% chance, and a 24% chance of a draw — making 1. FC Köln the favourite.
Will both teams score in 1. FC Köln vs VfL Wolfsburg?
Our model estimates a 61% probability that both 1. FC Köln and VfL Wolfsburg will score (BTTS).
Will 1. FC Köln vs VfL Wolfsburg have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 59%.
What is the head-to-head record between 1. FC Köln and VfL Wolfsburg?
Record (6 meetings): 1. FC Köln 2W | Draws 1 | VfL Wolfsburg 3W.
What form are 1. FC Köln and VfL Wolfsburg in?
1. FC Köln (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.60 / GA 1.10 | L5 W-W-D-L-L. VfL Wolfsburg (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.50 / GA 1.60 | L5 L-W-L-L-W.
🧮 Model Insight
Model Mechanics
The model rates 1. FC Köln's attack at 0.93x the league average against VfL Wolfsburg's defence at 0.97x — combine the two and it projects 1.76 expected goals for the hosts. The same calculation in reverse, VfL Wolfsburg's attack versus 1. FC Köln's defence, projects 1.29 expected goals for the visitors.
The sample (35/35 games) mixes this season and last, since the current campaign is still relatively young.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 12.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.5%), 2-0 (7.3%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
1. FC Köln Win
48%
2.08
24%
4.12
28%
3.61
Top 3 Most Likely Scorelines
1 – 1
10.7%
Draw
Most likely
2 – 1
9.5%
Home win
1 – 0
8.3%
Home win
Expected Goals & Win Odds
1.76
1. FC Köln xG
Total xG
3.06
1.29
VfL Wolfsburg xG
2.08
48%
Home win
4.12
24%
Draw
3.61
28%
Away win
Goals Markets
81%
Over 1.5
1.23
19%
Under 1.5
5.26
59%
Over 2.5
1.69
41%
Under 2.5
2.44
37%
Over 3.5
2.70
63%
Under 3.5
1.59
19%
Over 4.5
5.26
81%
Under 4.5
1.23
Match Markets
Both Teams to Score
61%
BTTS Yes
1.65
39%
BTTS No
2.54
Clean Sheet
27%
3.65
17%
5.84
Win to Nil
13%
7.60
5%
21.08
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.7 | 6.1 | 3.9 | 1.7 | 0.5 | 0.1 |
| 1 | 8.3 | 10.7 | 6.9 | 3.0 | 1.0 | 0.3 |
| 2 | 7.3 | 9.5 | 6.1 | 2.6 | 0.9 | 0.2 |
| 3 | 4.3 | 5.6 | 3.6 | 1.6 | 0.5 | 0.1 |
| 4 | 1.9 | 2.5 | 1.6 | 0.7 | 0.2 | 0.1 |
| 5 | 0.7 | 0.9 | 0.6 | 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 1. FC Köln vs VfL Wolfsburg?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.1%.
How many goals are 1. FC Köln and VfL Wolfsburg expected to score?
The model projects 1.76 expected goals for 1. FC Köln and 1.29 for VfL Wolfsburg, a combined total of 3.06.
How confident is the prediction model for 1. FC Köln vs VfL Wolfsburg?
Not very — the model's leading outcome sits at just 48%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
1. FC Köln come into this having played 35 games, going 10W 12D 13L for 1.20 points per game. Their last five reads W-W-D-L-L. It's still early in the season for 1. FC Köln, so this record blends in a handful of games from last season too.
On the other side, VfL Wolfsburg sit at 1.49 PPG from 35 outings (14W 10D 11L), a run that reads L-W-L-L-W across their last five. It's still early in the season for VfL Wolfsburg, so this record blends in a handful of games from last season too.
Form-wise this is close to level: 1. FC Köln on 1.20 PPG, VfL Wolfsburg on 1.49. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
1. FC Köln's home form reads 6W 5D 6L across 17 games on their own ground, a 1.35 PPG return.
Away from home, VfL Wolfsburg have taken 1.41 points per game from 17 outings (7W 3D 7L).
The Goals Picture
1. FC Köln are averaging 1.40 goals scored and 1.57 conceded per game recently; VfL Wolfsburg are on 1.69 scored and 1.37 conceded.
Defensively: VfL Wolfsburg in 37% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 35 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
1. FC Köln
Early Season
VfL Wolfsburg
Early Season
❓ Frequently Asked Questions
What form are 1. FC Köln and VfL Wolfsburg in coming into this match?
1. FC Köln have gone 10W 12D 13L in their last 35 games (1.20 PPG), while VfL Wolfsburg have gone 14W 10D 11L in their last 35 (1.49 PPG).
Which team has the better venue record — 1. FC Köln at home or VfL Wolfsburg away?
VfL Wolfsburg's away record (1.41 PPG) is the stronger of the two venue-specific splits — 1. FC Köln at home: 1.35 PPG; VfL Wolfsburg away: 1.41 PPG.
Have 1. FC Köln or VfL Wolfsburg been keeping clean sheets recently?
1. FC Köln have kept a clean sheet in 17% of their recent games, VfL Wolfsburg in 37%.
⚔️ Rivalry Insight
A Look Back
The fixture history between 1. FC Köln and VfL Wolfsburg runs to 10 recorded meetings, the earliest dating back to December 2020. Every recorded meeting has come in Bundesliga. They last met on 30 January 2026, roughly 6 months ago.
Digging Into the Numbers
1. FC Köln's record when hosting VfL Wolfsburg specifically: 1W 1D 3L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
3
1. FC Köln
3
Draws
4
VfL Wolfsburg
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between 1. FC Köln and VfL Wolfsburg?
From 10 meetings on record, 1. FC Köln have won 3, VfL Wolfsburg have won 4, and 3 have been drawn.
When did 1. FC Köln and VfL Wolfsburg 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 1. FC Köln and VfL Wolfsburg?
VfL Wolfsburg have the better head-to-head record, with 4 wins from 10 meetings.
📈 Trading Insight
Half-Time Trends
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 65% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 18% of those situations.
VfL Wolfsburg 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.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — 1. FC Köln 53%, VfL Wolfsburg 29% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 47% (1. FC Köln) and 41% (VfL Wolfsburg).
On the defensive side: VfL Wolfsburg in 35%; 1. FC Köln have failed to score in 41% of games; VfL Wolfsburg in 41%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = 1. FC Köln home games / VfL Wolfsburg away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when 1. FC Köln play VfL Wolfsburg?
Not especially — both teams scoring has occurred in only 53% of 1. FC Köln's recent matches and 29% of VfL Wolfsburg's, a rate that leans toward BTTS No.
Is 1. FC Köln vs VfL Wolfsburg usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 47% of 1. FC Köln's recent games and 41% of VfL Wolfsburg's, pointing to a tighter contest.
Do 1. FC Köln and VfL Wolfsburg tend to score early?
1. FC Köln have had a goal before half-time in 65% of their recent matches, VfL Wolfsburg in 71% — a useful reference point for first-half goal markets.
Shock result as VfL Wolfsburg defy the odds to beat 1. FC Köln 1-2.
📝 Match Report
How It Unfolded
VfL Wolfsburg beat 1. FC Köln 1-2 at Cologne Stadium, Regular Season - 2, 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 1. FC Köln 1.76 xG and VfL Wolfsburg 1.29 xG, a combined 3.06. The scoreboard read 1-2 for 3 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of 1. FC Köln attack 0.93 / defence 0.98 against VfL Wolfsburg attack 1.02 / defence 0.97, drawn from 35/35 games (Blended).
On the result, the model split it 1. FC Köln 48% | Draw 24% | VfL Wolfsburg 28%, with 1. FC Köln to win its most likely call at 48%. The actual VfL Wolfsburg win had been the model's second-ranked read at 28%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 59%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 81% and landed. On both teams to score, the model sat at 61% and the match saw both sides score — another call in the model's favour. Historically the two sides average 53% Over 2.5 across their same-competition games (1. FC Köln 49%, VfL Wolfsburg 57%), a base rate that agreed with today's over. Their combined BTTS history runs at 50%, which matched the both-scored outcome.
Trading Patterns vs Reality
1. FC Köln's trading profile (35 games, 17 home) set some clear expectations: BTTS lands in 57% of their matches — today it did.
VfL Wolfsburg's trading profile (35 games, 17 away) set some clear expectations: BTTS lands in 43% of their matches — today it did; they keep a clean sheet 37% of the time, and conceded here.
Form vs Result
The form lines were close — 1. FC Köln 1.20 PPG, VfL Wolfsburg 1.49 PPG — offering no strong steer, and the VfL Wolfsburg win broke the near-deadlock. 1. FC Köln (home/away splits) shipped 2 against a 1.18 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). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.