Borussia Dortmund vs 1. FC Köln – Pre-Match Analysis
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Poisson model favours Borussia Dortmund (74%) — form and H2H data both point in the same direction as Borussia Dortmund face 1. FC Köln.
✍️ Match Preview
Fixture Analysis
It is a Bundesliga clash, Regular Season - 33 as Borussia Dortmund welcome 1. FC Köln to Signal Iduna Park. Kick-off is set for Saturday 15 May 2027 at 13:30 UTC.
Recent Form
Across all Bundesliga games this season, Borussia Dortmund have gone 7W 0D 3L from 10 outings — a 2.10 PPG return. Last five: W W W W W. Offensively they are averaging 1.90 goals per game, with 0.80 conceded. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. Borussia Dortmund have played only a handful of Bundesliga games so far this season, so this record also draws on matches from last season.
Borussia Dortmund's form when playing at home: 8W 0D 2L across 10 games at Signal Iduna Park this term (2.40 PPG). They are averaging 2.60 goals per home game — a prolific scoring rate in front of their own fans. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Signal Iduna Park.
1. FC Köln — All Games: 2W 3D 5L from 10 Bundesliga fixtures this season — 0.90 PPG. Last five: L W L D L. They are scoring at 1.50 per game and conceding 2.30. Conceding 2.30 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. Both teams have scored in 100% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. 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's form when playing away from home: 0W 4D 6L across 10 road games this term (0.40 PPG). Away from home they average 1.10 goals scored and 2.40 conceded per game. Both teams have scored in 90% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 0.40 is notably below their overall 0.90 — form away from home has been a clear weakness this season.
Borussia Dortmund carry the stronger recent momentum — 1.20 PPG ahead of their opponents on 2.10 vs 0.90. The form data is a point in their favour, and where the price allows, it is the cleaner directional bet.
H2H Record
The fixture history tells a clear story: Borussia Dortmund have dominated this rivalry, winning 6 of 10 past contests while 1. FC Köln have managed just 2 wins.
The 10 previous encounters between these sides have been high-scoring affairs — 3.2 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 7 Mar 2026, ended 2–1 with Borussia Dortmund winning.
From a betting standpoint, the H2H backs both Borussia Dortmund and goals. The home side's 6 wins from 10 meetings, combined with an average of 3.2 goals per game, gives the home win and Over 2.5 combination a historically grounded case.
In-Play Profile
Borussia Dortmund in-play tendencies (38 games, 19 at home): they score before half-time in 95% 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 50% of those occasions; they lead at the break 60% of the time; BTTS occurs in 37% of their matches (home games); Over 2.5 goals lands in 58% of games (home games); they keep a clean sheet 47% of the time.
1. FC Köln in-play tendencies (38 games, 19 at away): they score before half-time in 68% 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; BTTS occurs in 74% of their matches (away games); Over 2.5 goals lands in 58% of games (away games); Over 3.5 in 47%.
From a combined perspective, both sides have high BTTS rates — Borussia Dortmund 47% and 1. FC Köln 82% — which reinforces the BTTS Yes angle from in-play data. The over/under 2.5 picture is inconclusive from the in-play data (Borussia Dortmund 55% | 1. FC Köln 66%).
Poisson Model
The Poisson distribution model projects Borussia Dortmund 2.68 xG and 1. FC Köln 0.93 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 1.102 / defence 0.763 | 1. FC Köln attack 0.873 / defence 1.210. League average goals — home 2.007 / away 1.401. 1. FC Köln bring a strong defensive rating of 1.210 — this is suppressing Borussia Dortmund's projected output below what their attack strength alone would suggest. Borussia Dortmund's defence rating of 0.763 is below average — the home backline is amplifying the visitor's projected output. Data: 38 Borussia Dortmund games / 38 1. FC Köln games used (CurrentSeason).
Result probabilities: Borussia Dortmund 74% | Draw 16% | 1. FC Köln 10%. Fair-value odds: Borussia Dortmund 1.35 | Draw 6.25 | 1. FC Köln 10.00. The model has a clear lean to Borussia Dortmund (74%) — a 64pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 70% | BTTS probability 57% | Total xG 3.61. Over 2.5 is the model's clear signal at 70% — a total xG of 3.61 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 probability of 57% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Borussia Dortmund are the pick at 74% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support.
Poisson projects 3.61 total expected goals, pointing to Over 2.5 at 70% probability — strong conviction, supported by form averaging 3.5 goals per game and H2H averaging 3.2 goals per meeting.
The Poisson model's BTTS call is Yes at 57%. Form rates corroborate: Borussia Dortmund 40% | 1. FC Köln 90% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Borussia Dortmund vs 1. FC Köln | Competition: Bundesliga, Regular Season - 33 | Venue: Signal Iduna Park • Kick-off: Saturday 15 May 2027, 13:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Borussia Dortmund 74% | Draw 16% | 1. FC Köln 10% • Poisson goal markets: Over 2.5 70% | BTTS 57% | xG Borussia Dortmund 2.68 / 1. FC Köln 0.93 • Poisson strength factors: Borussia Dortmund attack 1.102 / def 0.763 | 1. FC Köln attack 0.873 / def 1.210 | league avg home 2.007 / away 1.401 • Poisson stance: Borussia Dortmund (74%) — strong lean
🧮 Prediction Model
2.68
Borussia Dortmund xG
Expected Goals
0.93
1. FC Köln xG
57%
BTTS
88%
Over 1.5
70%
Over 2.5
49%
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 1. FC Köln kick off?
Borussia Dortmund vs 1. FC Köln is scheduled to kick off at 13:30 on Saturday 15 May 2027 at Signal Iduna Park.
Where is Borussia Dortmund vs 1. FC Köln being played?
The match is being played at Signal Iduna Park.
What competition is Borussia Dortmund vs 1. FC Köln part of?
Borussia Dortmund vs 1. FC Köln is a Regular Season - 33 fixture in the Bundesliga (Germany).
Who is favourite to win Borussia Dortmund vs 1. FC Köln?
Our statistical model gives Borussia Dortmund a 74% chance of winning, 1. FC Köln a 10% chance, and a 16% chance of a draw — making Borussia Dortmund the favourite.
Will both teams score in Borussia Dortmund vs 1. FC Köln?
Our model estimates a 57% probability that both Borussia Dortmund and 1. FC Köln will score (BTTS).
Will Borussia Dortmund vs 1. FC Köln have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 70%.
What is the head-to-head record between Borussia Dortmund and 1. FC Köln?
Record (10 meetings): Borussia Dortmund 6W | Draws 2 | 1. FC Köln 2W.
What form are Borussia Dortmund and 1. FC Köln in?
Borussia Dortmund (all comps): 7W-0D-3L in 10 | 2.10 PPG | GF 1.90 / GA 0.80 | L5 W-W-W-W-W. 1. FC Köln (all comps): 2W-3D-5L in 10 | 0.90 PPG | GF 1.50 / GA 2.30 | L5 L-W-L-D-L.
🧮 Model Insight
How the Model Works This Match
Borussia Dortmund's attacking strength (1.10x league average) is weighed against 1. FC Köln's defensive record (1.21x) to produce a home expected-goals figure of 2.68. The same calculation in reverse, 1. FC Köln's attack versus Borussia Dortmund's defence, projects 0.93 expected goals for the visitors.
These ratings are built from 38/38 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 2-0, at 9.7%. Close behind: 2-1 (9.0%), 3-0 (8.6%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Borussia Dortmund Win
74%
1.35
16%
6.30
10%
9.75
Top 3 Most Likely Scorelines
2 – 0
9.7%
Home win
Most likely
2 – 1
9.0%
Home win
3 – 0
8.6%
Home win
Expected Goals & Win Odds
2.68
Borussia Dortmund xG
Total xG
3.61
0.93
1. FC Köln xG
1.35
74%
Home win
6.30
16%
Draw
9.75
10%
Away win
Goals Markets
88%
Over 1.5
1.14
12%
Under 1.5
8.33
70%
Over 2.5
1.43
30%
Under 2.5
3.33
49%
Over 3.5
2.04
51%
Under 3.5
1.96
30%
Over 4.5
3.33
70%
Under 4.5
1.43
Match Markets
Both Teams to Score
57%
BTTS Yes
1.76
43%
BTTS No
2.32
Clean Sheet
39%
2.54
7%
14.53
Win to Nil
29%
3.45
1%
141.59
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.7 | 2.5 | 1.2 | 0.4 | 0.1 | – |
| 1 | 7.2 | 6.8 | 3.2 | 1.0 | 0.2 | – |
| 2 | 9.7 | 9.0 | 4.2 | 1.3 | 0.3 | 0.1 |
| 3 | 8.6 | 8.1 | 3.8 | 1.2 | 0.3 | 0.1 |
| 4 | 5.8 | 5.4 | 2.5 | 0.8 | 0.2 | – |
| 5 | 3.1 | 2.9 | 1.3 | 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 1. FC Köln?
Our Poisson model rates 2-0 as the single most likely exact scoreline, at 9.7%.
How many goals are Borussia Dortmund and 1. FC Köln expected to score?
The model projects 2.68 expected goals for Borussia Dortmund and 0.93 for 1. FC Köln, a combined total of 3.61.
How confident is the prediction model for Borussia Dortmund vs 1. FC Köln?
Reasonably confident — the model's leading outcome is rated at 74%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Borussia Dortmund's recent record stands at 26W 7D 5L from 38 games, a 2.24 PPG return, with W-W-W-W-W in the last five. It's still early in the season for Borussia Dortmund, so this record blends in a handful of games from last season too.
1. FC Köln, meanwhile, have gone 8W 12D 18L across 38 games — 0.95 PPG, with L-W-L-D-L in their last five. It's still early in the season for 1. FC Köln, so this record blends in a handful of games from last season too.
The points-per-game comparison favours Borussia Dortmund by 1.29 — a real, if not enormous, edge over 1. FC Köln heading into this one.
Venue Form
At home specifically, Borussia Dortmund have managed 15W 2D 2L from 19 games — 2.47 PPG in front of their own supporters.
1. FC Köln's away record stands at 2W 7D 10L across 19 trips, a 0.68 PPG haul.
Comparing the two in their relevant venue splits, Borussia Dortmund 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
Borussia Dortmund are averaging 2.08 goals scored and 0.95 conceded per game recently; 1. FC Köln are on 1.45 scored and 1.89 conceded.
On BTTS specifically: 1. FC Köln in 82%.
Defensively: Borussia Dortmund have kept a clean sheet in 47% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 38 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Borussia Dortmund
Early Season
1. FC Köln
Early Season
❓ Frequently Asked Questions
What form are Borussia Dortmund and 1. FC Köln in coming into this match?
Borussia Dortmund have gone 26W 7D 5L in their last 38 games (2.24 PPG), while 1. FC Köln have gone 8W 12D 18L in their last 38 (0.95 PPG).
Which team has the better venue record — Borussia Dortmund at home or 1. FC Köln away?
Borussia Dortmund's home record (2.47 PPG) is the stronger of the two venue-specific splits — Borussia Dortmund at home: 2.47 PPG; 1. FC Köln away: 0.68 PPG.
Have Borussia Dortmund or 1. FC Köln been keeping clean sheets recently?
Borussia Dortmund have kept a clean sheet in 47% of their recent games, 1. FC Köln in 8%.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to November 2020. Every recorded meeting has come in Bundesliga. They last met on 7 March 2026, roughly 6 months ago.
Streaks & Records
There's a clear current trend here: Borussia Dortmund have taken the last 5 head-to-head results.
The biggest gap between the sides came on 18 Mar 2023, when Borussia Dortmund won 6-1 — the largest margin of victory on record between these two.
Borussia Dortmund's record when hosting 1. FC Köln specifically: 4W 0D 1L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
6
Borussia Dortmund
2
Draws
2
1. FC Köln
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Borussia Dortmund and 1. FC Köln?
From 10 meetings on record, Borussia Dortmund have won 6, 1. FC Köln have won 2, and 2 have been drawn.
When did Borussia Dortmund and 1. FC Köln last play each other?
They last met on 7 March 2026, when 1. FC Köln 1-2 Borussia Dortmund.
Who has won more matches between Borussia Dortmund and 1. FC Köln?
Borussia Dortmund have the better head-to-head record, with 6 wins from 10 meetings.
📈 Trading Insight
First-Half Patterns
Borussia Dortmund are typically involved in an early goal — the half-time board shows at least one in 95% of their matches. They've gone in front at half-time 74% of the time.
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 10% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Borussia Dortmund 37%, 1. FC Köln 74% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 58% (Borussia Dortmund) and 58% (1. FC Köln). Stepping up a level, Over 3.5 has also landed reasonably often — 42% and 47% respectively — worth a look for goal-hungry markets.
On the defensive side: Borussia Dortmund keep a clean sheet in 58% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Borussia Dortmund 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 Borussia Dortmund play 1. FC Köln?
Yes — based on recent matches, both teams have scored in 37% of Borussia Dortmund's games and 74% of 1. FC Köln's, a combined rate that favours BTTS Yes.
Is Borussia Dortmund vs 1. FC Köln usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 58% of Borussia Dortmund's matches and 58% of 1. FC Köln's.
Do Borussia Dortmund and 1. FC Köln tend to score early?
Borussia Dortmund have had a goal before half-time in 95% of their recent matches, 1. FC Köln in 68% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.