1. FC Köln 0-4 Borussia Dortmund – Result & Analysis
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Poisson model rates Borussia Dortmund at 49% — neither recent form nor the head-to-head data gives a clear steer either way as 1. FC Köln face Borussia Dortmund.
✍️ Match Preview
Fixture Analysis
1. FC Köln welcome Borussia Dortmund to Cologne Stadium in Bundesliga (matchday 18). Kick-off is Saturday 20 January 2024 at 14:30 UK time.
Recent Form
Across their last 10 games, 1. FC Köln have gone 2W 4D 4L — a 1.00 PPG return. Last five: W D L L D. They are averaging 0.70 goals per game and conceding 1.50 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings (20%).
At home, 1. FC Köln have gone 2W 3D 5L in their last 10 home games (0.90 PPG). At home they are averaging 1.30 goals scored and 1.50 conceded per game. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Looking at their last 10 matches, Borussia Dortmund stand at 3W 4D 3L — 1.30 PPG. Last five: D L D D W. They are scoring at 1.70 per game and conceding 1.70. 2 clean sheets from 10 outings (20%). Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market.
On the road, Borussia Dortmund have gone 4W 5D 1L in their last 10 away fixtures (1.70 PPG). They are averaging 2.10 goals per away game — strong road scoring that makes them a threat even without home support. Both teams have scored in 80% of their away matches — a high BTTS rate on the road that directly informs this fixture.
The form comparison is too close to call — 1.00 PPG (1. FC Köln) versus 1.30 (Borussia Dortmund). When the figures are this level, no pick can be reliably derived from recent results alone.
Both teams have scored in at least 70% of each side's games (from 1. FC Köln's last 10 home games and Borussia Dortmund's last 10 away games). At that combined rate, BTTS Yes is as well-evidenced as it gets — the data strongly backs two-way scoring.
H2H Record
The H2H picture is flat: the 7 H2H matches we hold have produced 2 wins for 1. FC Köln, 3 for Borussia Dortmund and 2 draws. Form and model data should carry more weight here.
Goals have been a feature of this fixture — the 7 H2H matches in our data averaged 3.4 per game, which gives Over 2.5 a solid head-to-head foundation. The most recent of those, on 19 Aug 2023, ended 1. FC Köln 0–1 Borussia Dortmund — a Borussia Dortmund win.
With the win record balanced, the strongest H2H signal is in the goals market — at 3.4 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
Trading Patterns
1. FC Köln in-play and half-time data (last 51 games, 25 of them at home): at least one goal arrives before half-time in 64% of their matches in home games; when goalless at HT, a second-half goal follows 65% of the time; of the 12 games they led at half-time, they failed to win 42%; of the 18 games they trailed at half-time, they recovered to draw or win 28%; BTTS occurs in 56% of their matches (home games); Over 2.5 goals lands in 44% of games (home games); they fail to score in 41% of games.
Borussia Dortmund in-play and half-time data (last 51 games, 25 of them away): at least one goal arrives before half-time in 92% of their matches in away games; when goalless at HT, a second-half goal follows 100% of the time; they lead at the break 45% of the time; of the 23 games they led at half-time, they failed to win 26%; of the 13 games they trailed at half-time, they recovered to draw or win 54%; BTTS occurs in 64% of their matches (away games); Over 2.5 goals lands in 60% of games (away games); Over 3.5 in 49%.
BTTS rates are mixed from the trading data — 1. FC Köln 55% versus Borussia Dortmund 61%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (1. FC Köln 45% | Borussia Dortmund 67%). There is an in-play dynamic worth noting: 1. FC Köln surrender their half-time lead 42% of the time, while Borussia Dortmund have come from behind at the break to draw or win in 54% of cases — a combination that makes laying the hosts at HT a potential angle.
Poisson Model
The Poisson distribution model projects 1. FC Köln 0.97 xG and Borussia Dortmund 1.56 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 0.670 / defence 0.947 | Borussia Dortmund attack 1.300 / defence 0.804. League average goals — home 1.808 / away 1.268. 1. FC Köln's attack rating of 0.670 is below the league average, which holds their xG down at 0.97. Borussia Dortmund have an above-average attack rating of 1.300, which lifts their away xG to 1.56. Data: built from 1. FC Köln's last 51 games and Borussia Dortmund's last 51.
Result probabilities: 1. FC Köln 22% | Draw 30% | Borussia Dortmund 49%. Fair-value odds: 1. FC Köln 4.64 | Draw 3.39 | Borussia Dortmund 2.04. Borussia Dortmund hold a narrow Poisson edge at 49% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 47% | BTTS Yes probability 51% | Total xG 2.54. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.54 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS Yes at 51% is only a slight lean — 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 49% — moderate model lean. With a 30% draw probability, Draw No Bet on Borussia Dortmund offers a more defensible entry point than the straight win.
Poisson projects 2.54 total expected goals, pointing to Under 2.5 at 53% probability — low conviction — though recent form (1. FC Köln's last 10 home games and Borussia Dortmund's last 10 away games) averaging 3.0 goals per game and the H2H data averaging 3.4 goals per game across 7 H2H matches point the other way.
The Poisson model's BTTS call is Yes at 51%. Form rates corroborate — both teams scored in: 1. FC Köln 70% (last 10 home games) | Borussia Dortmund 80% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: 1. FC Köln vs Borussia Dortmund | Competition: Bundesliga, matchday 18 | Venue: Cologne Stadium • Kick-off: Saturday 20 January 2024 at 14:30 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: 1. FC Köln 22% | Draw 30% | Borussia Dortmund 49% • Poisson goal markets: Over 2.5 47% (Under 53%) | BTTS Yes 51% (No 49%) | xG 1. FC Köln 0.97 / Borussia Dortmund 1.56 • Poisson strength factors: 1. FC Köln attack 0.670 / def 0.947 | Borussia Dortmund attack 1.300 / def 0.804 | league avg home 1.808 / away 1.268 • Poisson stance: Borussia Dortmund (49%) — moderate lean
🧮 Prediction Model
0.97
1. FC Köln xG
Expected Goals
1.56
Borussia Dortmund xG
51%
BTTS
74%
Over 1.5
47%
Over 2.5
25%
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.
❓ 1. FC Köln vs Borussia Dortmund FAQs
What time does 1. FC Köln vs Borussia Dortmund kick off?
1. FC Köln vs Borussia Dortmund kicked off at 14:30 UK time on Saturday 20 January 2024 at Cologne Stadium.
What was the final score in 1. FC Köln vs Borussia Dortmund?
1. FC Köln 0 - 4 Borussia Dortmund.
Where is 1. FC Köln vs Borussia Dortmund being played?
The match is being played at Cologne Stadium.
What competition is 1. FC Köln vs Borussia Dortmund part of?
1. FC Köln vs Borussia Dortmund is a Bundesliga fixture (matchday 18) (Germany).
Who is favourite to win 1. FC Köln vs Borussia Dortmund?
Our statistical model gives 1. FC Köln a 22% chance of winning, Borussia Dortmund a 49% chance, and a 30% chance of a draw — making Borussia Dortmund the favourite.
Will both teams score in 1. FC Köln vs Borussia Dortmund?
Our model estimates a 51% probability that both 1. FC Köln and Borussia Dortmund will score, so it leans towards BTTS Yes.
Will 1. FC Köln vs Borussia Dortmund have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 47%, so it leans towards under 2.5 goals (53%).
🧮 Model Insight
Model Mechanics
1. FC Köln's attacking strength (0.67x league average) is weighed against Borussia Dortmund's defensive record (0.80x) to produce a home expected-goals figure of 0.97. The same calculation in reverse, Borussia Dortmund's attack versus 1. FC Köln's defence, projects 1.56 expected goals for the visitors.
These ratings are built from 1. FC Köln's last 51 games and Borussia Dortmund's last 51 — a full enough recent sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 13.6%. Close behind: 0-1 (10.8%), 0-2 (9.7%). Those top three scorelines alone account for 34% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Borussia Dortmund Win
22%
4.64
30%
3.39
49%
2.04
Top 3 Most Likely Scorelines
0 β 1
12.4%
Away win
Most likely
1 β 1
12.0%
Draw
0 β 2
9.7%
Away win
Expected Goals & Win Odds
0.97
1. FC Köln xG
Total xG
2.54
1.56
Borussia Dortmund xG
4.64
22%
Home win
3.39
30%
Draw
2.04
49%
Away win
Goals Markets
72%
Over 1.5
1.39
28%
Under 1.5
3.57
47%
Over 2.5
2.13
53%
Under 2.5
1.89
25%
Over 3.5
4.00
75%
Under 3.5
1.33
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
51%
BTTS Yes
1.95
49%
BTTS No
2.05
Clean Sheet
21%
4.77
38%
2.65
Win to Nil
5%
22.14
18%
5.41
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.9 | 12.4 | 9.7 | 5.0 | 2.0 | 0.6 |
| 1 | 7.7 | 12.0 | 9.4 | 4.9 | 1.9 | 0.6 |
| 2 | 3.8 | 5.9 | 4.6 | 2.4 | 0.9 | 0.3 |
| 3 | 1.2 | 1.9 | 1.5 | 0.8 | 0.3 | 0.1 |
| 4 | 0.3 | 0.5 | 0.4 | 0.2 | 0.1 | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ 1. FC Köln vs Borussia Dortmund Prediction FAQs
What is the most likely scoreline for 1. FC Köln vs Borussia Dortmund?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.6%.
How many goals are 1. FC Köln and Borussia Dortmund expected to score?
The model projects 0.97 expected goals for 1. FC Köln and 1.56 for Borussia Dortmund, a combined total of 2.54.
How confident is the prediction model for 1. FC Köln vs Borussia Dortmund?
Not very — the model's leading outcome sits at just 49%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Across their last 51 outings, 1. FC Köln have picked up 1.04 PPG on a 12W 17D 22L record — W-D-L-L-D across the most recent five.
Borussia Dortmund's form line: 30W 11D 10L from 51 games, 1.98 PPG, last five D-L-D-D-W.
Put side by side, Borussia Dortmund are the form team by 0.94 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against 1. FC Köln.
Home Ground vs the Road
On home soil, 1. FC Köln have posted 1.16 PPG from their last 25 home games (7W 8D 10L).
On the road, Borussia Dortmund have gone 11W 7D 7L from their last 25 away games — 1.60 PPG when travelling.
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.
The Goals Picture
1. FC Köln are averaging 1.18 goals scored and 1.63 conceded per game recently; Borussia Dortmund are on 2.27 scored and 1.35 conceded.
On BTTS specifically: Borussia Dortmund in 61%.
Last 51 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
1. FC Köln
Blended
Borussia Dortmund
Blended
1. FC Köln (Home) vs Borussia Dortmund (Away)
Home games only for the home side · Away games only for the away side
1. FC Köln
Blended
Borussia Dortmund
Blended
❓ 1. FC Köln vs Borussia Dortmund Form FAQs
What form are 1. FC Köln and Borussia Dortmund in coming into this match?
1. FC Köln have gone 12W 17D 22L in their last 51 games (1.04 PPG), while Borussia Dortmund have gone 30W 11D 10L in their last 51 (1.98 PPG).
Which team has the better venue record — 1. FC Köln at home or Borussia Dortmund away?
Borussia Dortmund's away record (1.60 PPG) is the stronger of the two venue-specific splits — 1. FC Köln at home: 1.16 PPG; Borussia Dortmund away: 1.60 PPG.
Have 1. FC Köln or Borussia Dortmund been keeping clean sheets recently?
1. FC Köln have kept a clean sheet in 16% of their recent games, Borussia Dortmund in 31%.
⚔️ Rivalry Insight
A Look Back
The head-to-head numbers here are drawn from the 10 H2H matches in our data, going back to November 2020. All of them came in Bundesliga. The most recent was on 7 March 2026, roughly 8 months ago.
Digging Into the Numbers
There's a clear recent trend here: Borussia Dortmund have taken the most recent 5 H2H results in our data.
The biggest gap in our H2H data came on 18 Mar 2023, when Borussia Dortmund won Borussia Dortmund 6-1 1. FC Köln.
1. FC Köln's record when hosting Borussia Dortmund specifically: 1W 2D 2L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
2
1. FC Köln
2
Draws
6
Borussia Dortmund
Recent Meetings
❓ 1. FC Köln vs Borussia Dortmund H2H FAQs
What is the head-to-head record between 1. FC Köln and Borussia Dortmund?
Across the 10 head-to-head matches in our data, 1. FC Köln have won 2, Borussia Dortmund have won 6, and 2 have been drawn.
When did 1. FC Köln and Borussia Dortmund last play each other?
The most recent meeting in our data was on 7 March 2026: 1. FC Köln 1-2 Borussia Dortmund.
Who has won more matches between 1. FC Köln and Borussia Dortmund?
Borussia Dortmund have the better head-to-head record, with 6 wins from the 10 head-to-head matches in our data.
📈 Trading Insight
Half-Time Trends
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 64% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 33% of those situations.
Borussia Dortmund are typically involved in an early goal — the half-time board shows at least one in 92% of their matches. They've gone in front at half-time 36% of the time, though they've let that lead slip 44% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 44% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — 1. FC Köln 56%, Borussia Dortmund 64% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 44% (1. FC Köln) and 60% (Borussia Dortmund).
On the defensive side: 1. FC Köln have failed to score in 40% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = 1. FC Köln home games / Borussia Dortmund away games. HT metrics require half-time score data β shown as β where unavailable.
❓ 1. FC Köln vs Borussia Dortmund Trading FAQs
Do both teams usually score in 1. FC Köln and Borussia Dortmund matches?
Yes — based on recent matches, both teams have scored in 56% of 1. FC Köln's games and 64% of Borussia Dortmund's, a combined rate that favours BTTS Yes.
Are 1. FC Köln and Borussia Dortmund matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 44% of 1. FC Köln's recent games and 60% of Borussia Dortmund's, pointing to a tighter contest.
Do 1. FC Köln and Borussia Dortmund matches tend to have early goals?
There has been at least one first-half goal in 64% of 1. FC Köln's recent matches and 92% of Borussia Dortmund's — a useful reference point for first-half goal markets.
Dominant Borussia Dortmund run riot with a 0-4 hammering of 1. FC Köln.
📝 Match Report
How It Unfolded
Borussia Dortmund beat 1. FC Köln 0-4 at Cologne Stadium, Regular Season - 18, 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 0.97 xG and Borussia Dortmund 1.56 xG, a combined 2.54. The scoreboard read 0-4 for 4 actual goals. 1. FC Köln fell 1.0 short of their projected output. Borussia Dortmund outscored their 1.56 projection by 2.4. Those figures were built on strength ratings of 1. FC Köln attack 0.67 / defence 0.95 against Borussia Dortmund attack 1.30 / defence 0.80, drawn from 51/51 games (CurrentSeason).
On the result, the model split it 1. FC Köln 22% | Draw 30% | Borussia Dortmund 49%, with Borussia Dortmund to win its most likely call at 49%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 47%. The game delivered 4, so it went over — a miss for the goals model. Over 1.5 had been 74% and landed. Over 3.5 was 25% and came in. On both teams to score, the model sat at 51% and the match did not — a miss on BTTS. Historically the two sides average 56% Over 2.5 across their same-competition games (1. FC Köln 45%, Borussia Dortmund 67%), a base rate that agreed with today's over. Their combined BTTS history runs at 58%, which did not match the one-sided outcome.
Trading Patterns vs Reality
1. FC Köln's trading profile (51 games, 25 home) set some clear expectations: BTTS lands in 55% of their matches — today it did not; they fail to score in 41% of games, a blank that repeated today.
Borussia Dortmund's trading profile (51 games, 25 away) set some clear expectations: BTTS lands in 61% of their matches — today it did not; they keep a clean sheet 31% of the time, and duly kept one.
Form vs Result
On form, Borussia Dortmund arrived the stronger side — 1.98 PPG against 1.04. The form guide was vindicated by the result. 1. FC Köln (home/away splits) managed 0 against a 1.40 scoring average — below par going forward and shipped 4 against a 1.24 concession average — a leakier day than usual. Borussia Dortmund (home/away splits) scored 4 against a 1.80 average — above their attacking norm and conceded 0 against a 1.52 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (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.