Borussia Dortmund vs 1. FC Köln – Pre-Match Analysis
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Poisson model favours Borussia Dortmund (62%) — 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 L 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. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.
1. FC Köln — All Games: 2W 5D 3L from 10 Bundesliga fixtures this season — 1.10 PPG. Last five: L D L L W. They are scoring at 1.80 per game and conceding 2.20. Conceding 2.20 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 5D 5L across 10 road games this term (0.50 PPG). Away from home they average 1.10 goals scored and 2.20 conceded per game. Both teams have scored in 80% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 0.50 is notably below their overall 1.10 — form away from home has been a clear weakness this season.
Borussia Dortmund carry the stronger recent momentum — 1.00 PPG ahead of their opponents on 2.10 vs 1.10. 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 (35 games, 17 at home): they score before half-time in 94% 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 60% of those occasions; they lead at the break 63% of the time; BTTS occurs in 41% of their matches (home games); Over 2.5 goals lands in 53% of games (home games); they keep a clean sheet 46% of the time.
1. FC Köln in-play tendencies (35 games, 17 at away): they score before half-time in 65% 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 71% of their matches (away games); Over 2.5 goals lands in 53% of games (away games); Over 3.5 in 49%.
From a combined perspective, both sides have high BTTS rates — Borussia Dortmund 49% and 1. FC Köln 80% — 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 54% | 1. FC Köln 66%).
Poisson Model
The Poisson distribution model projects Borussia Dortmund 2.19 xG and 1. FC Köln 1.06 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 1.089 / defence 0.818 | 1. FC Köln attack 0.967 / defence 1.035. League average goals — home 1.939 / away 1.339. Data: 35 Borussia Dortmund games / 35 1. FC Köln games used (Blended). A blend of current and prior-season data is applied to stabilise estimates early in the campaign.
Result probabilities: Borussia Dortmund 62% | Draw 21% | 1. FC Köln 16%. Fair-value odds: Borussia Dortmund 1.61 | Draw 4.76 | 1. FC Köln 6.25. The model has a clear lean to Borussia Dortmund (62%) — a 46pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 63% | BTTS probability 59% | Total xG 3.24. Over 2.5 holds a meaningful probability edge at 63% — the 3.24 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS probability of 59% 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 62% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 21% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 3.24 total expected goals, pointing to Over 2.5 at 63% 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 59%. Form rates corroborate: Borussia Dortmund 50% | 1. FC Köln 80% BTTS from recent games.
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: 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 62% | Draw 21% | 1. FC Köln 16% • Poisson goal markets: Over 2.5 63% | BTTS 59% | xG Borussia Dortmund 2.19 / 1. FC Köln 1.06 • Poisson strength factors: Borussia Dortmund attack 1.089 / def 0.818 | 1. FC Köln attack 0.967 / def 1.035 | league avg home 1.939 / away 1.339 • Poisson stance: Borussia Dortmund (62%) — strong lean
🧮 Prediction Model
2.19
Borussia Dortmund xG
Expected Goals
1.06
1. FC Köln xG
59%
BTTS
84%
Over 1.5
63%
Over 2.5
41%
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 62% chance of winning, 1. FC Köln a 16% chance, and a 21% chance of a draw — making Borussia Dortmund the favourite.
Will both teams score in Borussia Dortmund vs 1. FC Köln?
Our model estimates a 59% 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 63%.
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-L-W-W-W. 1. FC Köln (all comps): 2W-5D-3L in 10 | 1.10 PPG | GF 1.80 / GA 2.20 | L5 L-D-L-L-W.
🧮 Model Insight
How the Model Works This Match
Borussia Dortmund's attacking strength (1.09x league average) is weighed against 1. FC Köln's defensive record (1.03x) to produce a home expected-goals figure of 2.19. The same calculation in reverse, 1. FC Köln's attack versus Borussia Dortmund's defence, projects 1.06 expected goals for the visitors.
The sample (35/35 games) mixes this season and last, since the current campaign is still relatively young.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 10.2%. Close behind: 2-1 (9.9%), 2-0 (9.3%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Borussia Dortmund Win
62%
1.61
21%
4.67
16%
6.07
Top 3 Most Likely Scorelines
2 – 1
9.9%
Home win
Most likely
2 – 0
9.3%
Home win
1 – 1
9.0%
Draw
Expected Goals & Win Odds
2.19
Borussia Dortmund xG
Total xG
3.24
1.06
1. FC Köln xG
1.61
62%
Home win
4.67
21%
Draw
6.07
16%
Away win
Goals Markets
83%
Over 1.5
1.20
17%
Under 1.5
5.88
63%
Over 2.5
1.59
37%
Under 2.5
2.70
41%
Over 3.5
2.44
59%
Under 3.5
1.69
23%
Over 4.5
4.35
77%
Under 4.5
1.30
Match Markets
Both Teams to Score
59%
BTTS Yes
1.70
41%
BTTS No
2.43
Clean Sheet
35%
2.88
11%
8.89
Win to Nil
22%
4.64
2%
53.98
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.9 | 4.1 | 2.2 | 0.8 | 0.2 | – |
| 1 | 8.5 | 9.0 | 4.8 | 1.7 | 0.4 | 0.1 |
| 2 | 9.3 | 9.9 | 5.2 | 1.8 | 0.5 | 0.1 |
| 3 | 6.8 | 7.2 | 3.8 | 1.3 | 0.4 | 0.1 |
| 4 | 3.7 | 3.9 | 2.1 | 0.7 | 0.2 | – |
| 5 | 1.6 | 1.7 | 0.9 | 0.3 | 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 1-1 as the single most likely exact scoreline, at 10.2%.
How many goals are Borussia Dortmund and 1. FC Köln expected to score?
The model projects 2.19 expected goals for Borussia Dortmund and 1.06 for 1. FC Köln, a combined total of 3.24.
How confident is the prediction model for Borussia Dortmund vs 1. FC Köln?
Reasonably confident — the model's leading outcome is rated at 62%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Borussia Dortmund's recent record stands at 23W 7D 5L from 35 games, a 2.17 PPG return, with W-L-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 11D 16L across 35 games — 1.00 PPG, with L-D-L-L-W 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 1.17 — a real, if not enormous, edge over 1. FC Köln heading into this one.
Venue Form
At home specifically, Borussia Dortmund have managed 13W 2D 2L from 17 games — 2.41 PPG in front of their own supporters.
1. FC Köln's away record stands at 2W 7D 8L across 17 trips, a 0.76 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 2.06 goals scored and 0.97 conceded per game recently; 1. FC Köln are on 1.49 scored and 1.86 conceded.
On BTTS specifically: 1. FC Köln in 80%.
Defensively: Borussia Dortmund have kept a clean sheet in 46% of their games — 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)
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 23W 7D 5L in their last 35 games (2.17 PPG), while 1. FC Köln have gone 8W 11D 16L in their last 35 (1.00 PPG).
Which team has the better venue record — Borussia Dortmund at home or 1. FC Köln away?
Borussia Dortmund's home record (2.41 PPG) is the stronger of the two venue-specific splits — Borussia Dortmund at home: 2.41 PPG; 1. FC Köln away: 0.76 PPG.
Have Borussia Dortmund or 1. FC Köln been keeping clean sheets recently?
Borussia Dortmund have kept a clean sheet in 46% of their recent games, 1. FC Köln in 9%.
⚔️ 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 5 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 94% of their matches. They've gone in front at half-time 71% of the time.
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 12% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Borussia Dortmund 41%, 1. FC Köln 71% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 53% (Borussia Dortmund) and 53% (1. FC Köln).
On the defensive side: Borussia Dortmund keep a clean sheet in 53% 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 41% of Borussia Dortmund's games and 71% of 1. FC Köln's, a combined rate that favours BTTS Yes.
Is Borussia Dortmund vs 1. FC Köln usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 53% of Borussia Dortmund's recent games and 53% of 1. FC Köln's, pointing to a tighter contest.
Do Borussia Dortmund and 1. FC Köln tend to score early?
Borussia Dortmund have had a goal before half-time in 94% of their recent matches, 1. FC Köln in 65% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.