Borussia Dortmund 1-0 1. FC Köln – Result & Analysis
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Poisson rates Borussia Dortmund at 63% — current form provides partial corroboration, though signals are mixed in this Borussia Dortmund vs 1. FC Köln encounter.
✍️ Match Preview
Fixture Analysis
It is a Bundesliga clash, Regular Season - 1 as Borussia Dortmund welcome 1. FC Köln to BVB Stadion Dortmund. Kick-off is set for Saturday 19 August 2023 at 17:30 UTC.
Recent Form
Across all Bundesliga games this season, Borussia Dortmund have gone 6W 3D 1L from 10 outings — a 2.10 PPG return. Last five: D W W W D. They are averaging 3.40 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 3 clean sheets 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. Borussia Dortmund haven't played a Bundesliga game yet this season, so this record is entirely from last season.
Borussia Dortmund's form when playing at home: 9W 1D 0L across 10 games at BVB Stadion Dortmund this term (2.80 PPG). They are averaging 4.00 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 2.80 is noticeably stronger than their overall 2.10 — Borussia Dortmund are significantly better at BVB Stadion Dortmund than their overall form suggests.
1. FC Köln — All Games: 4W 3D 3L from 10 Bundesliga fixtures this season — 1.50 PPG. Last five: L W W D L. They are scoring at 1.70 per game and conceding 1.60. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 80% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. 1. FC Köln haven't played a Bundesliga game yet this season, so this record is entirely from last season.
1. FC Köln's form when playing away from home: 3W 4D 3L across 10 road games this term (1.30 PPG). Away from home they average 1.10 goals scored and 1.60 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Borussia Dortmund carry the stronger recent momentum — 0.60 PPG ahead of their opponents on 2.10 vs 1.50. The form data is a point in their favour, and where the price allows, it is the cleaner directional bet.
The BTTS market is worth targeting here. Borussia Dortmund register both teams scoring in 80% of relevant matches, 1. FC Köln in 60% (using home/away splits) — both sides above the 60% threshold gives BTTS Yes firm statistical grounding.
H2H Record
The H2H landscape is flat: 6 previous encounters have yielded 2 wins for Borussia Dortmund, 2 for 1. FC Köln and 2 draws. A neutral reading in isolation.
The 6 previous encounters between these sides have been high-scoring affairs — 3.8 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 18 Mar 2023, ended 6–1 with Borussia Dortmund winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.8 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
In-Play Profile
Borussia Dortmund in-play tendencies (34 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 67% of those occasions; they lead at the break 53% of the time; BTTS occurs in 59% of their matches (home games); Over 2.5 goals lands in 82% of games (home games); Over 3.5 in 50%.
1. FC Köln in-play tendencies (34 games, 17 at away): they score before half-time in 76% of fixtures in away games; when goalless at HT, a second-half goal follows 50% of the time; BTTS occurs in 65% of their matches (away games); Over 2.5 goals lands in 53% of games (away games); Over 3.5 in 35%; they fail to score in 38% of games.
BTTS rates are mixed from the trading data — Borussia Dortmund 56% versus 1. FC Köln 59%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Borussia Dortmund 71% | 1. FC Köln 50%).
Poisson Model
The Poisson distribution model projects Borussia Dortmund 2.49 xG and 1. FC Köln 1.27 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 1.354 / defence 0.934 | 1. FC Köln attack 0.986 / defence 0.943. League average goals — home 1.953 / away 1.381. Borussia Dortmund carry an above-average attack strength of 1.354 — their λ of 2.49 reflects genuine attacking quality above the league norm. Data: 34 Borussia Dortmund games / 34 1. FC Köln games used (PrevSeason). Note: current-season sample is too small — prior-season data is carrying the calculation. Model confidence is reduced; treat probabilities as directional rather than precise.
Result probabilities: Borussia Dortmund 63% | Draw 20% | 1. FC Köln 17%. Fair-value odds: Borussia Dortmund 1.59 | Draw 5.00 | 1. FC Köln 5.88. The model has a clear lean to Borussia Dortmund (63%) — a 46pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 73% | BTTS probability 67% | Total xG 3.76. Over 2.5 is the model's clear signal at 73% — a total xG of 3.76 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 Yes at 67% reflects that both xG figures (2.49 / 1.27) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Analysis Verdict
On the Poisson output, Borussia Dortmund are the pick at 63% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 20% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 3.76 total expected goals, pointing to Over 2.5 at 73% probability — strong conviction, supported by form averaging 4.0 goals per game and H2H averaging 3.8 goals per meeting.
The Poisson model's BTTS call is Yes at 67%. Form rates corroborate: Borussia Dortmund 80% | 1. FC Köln 60% BTTS from recent games.
The Poisson model is drawing on PrevSeason data (34 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 - 1 | Venue: BVB Stadion Dortmund • Kick-off: Saturday 19 Aug 2023, 17:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Borussia Dortmund 63% | Draw 20% | 1. FC Köln 17% • Poisson goal markets: Over 2.5 73% | BTTS 67% | xG Borussia Dortmund 2.49 / 1. FC Köln 1.27 • Poisson strength factors: Borussia Dortmund attack 1.354 / def 0.934 | 1. FC Köln attack 0.986 / def 0.943 | league avg home 1.953 / away 1.381 • Poisson stance: Borussia Dortmund (63%) — strong lean
🧮 Prediction Model
2.49
Borussia Dortmund xG
Expected Goals
1.27
1. FC Köln xG
67%
BTTS
90%
Over 1.5
73%
Over 2.5
52%
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 kicked off at 17:30 on Saturday 19 August 2023 at BVB Stadion Dortmund.
What was the final score in Borussia Dortmund vs 1. FC Köln?
Borussia Dortmund 1 - 0 1. FC Köln.
Where is Borussia Dortmund vs 1. FC Köln being played?
The match is being played at BVB Stadion Dortmund.
What competition is Borussia Dortmund vs 1. FC Köln part of?
Borussia Dortmund vs 1. FC Köln is a Regular Season - 1 fixture in the Bundesliga (Germany).
Who is favourite to win Borussia Dortmund vs 1. FC Köln?
Our statistical model gives Borussia Dortmund a 63% chance of winning, 1. FC Köln a 17% chance, and a 20% chance of a draw — making Borussia Dortmund the favourite.
Will both teams score in Borussia Dortmund vs 1. FC Köln?
Our model estimates a 67% 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 73%.
What is the head-to-head record between Borussia Dortmund and 1. FC Köln?
Record (6 meetings): Borussia Dortmund 2W | Draws 2 | 1. FC Köln 2W.
What form are Borussia Dortmund and 1. FC Köln in?
No current-season fixtures available — form shown from previous season data. Borussia Dortmund (all comps): 6W-3D-1L in 10 | 2.10 PPG | GF 3.40 / GA 1.40 | L5 D-W-W-W-D.
🧮 Model Insight
How the Model Works This Match
Borussia Dortmund's attacking strength (1.35x league average) is weighed against 1. FC Köln's defensive record (0.94x) to produce a home expected-goals figure of 2.49. The same calculation in reverse, 1. FC Köln's attack versus Borussia Dortmund's defence, projects 1.27 expected goals for the visitors.
These ratings are built from 34/34 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 2-1, at 9.2%. Close behind: 1-1 (8.3%), 3-1 (7.6%). Together the top three scorelines make up 25% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Borussia Dortmund Win
63%
1.59
20%
4.97
17%
5.92
Top 3 Most Likely Scorelines
2 – 1
9.2%
Home win
Most likely
3 – 1
7.6%
Home win
1 – 1
7.3%
Draw
Expected Goals & Win Odds
2.49
Borussia Dortmund xG
Total xG
3.76
1.27
1. FC Köln xG
1.59
63%
Home win
4.97
20%
Draw
5.92
17%
Away win
Goals Markets
89%
Over 1.5
1.12
11%
Under 1.5
9.09
73%
Over 2.5
1.37
27%
Under 2.5
3.70
52%
Over 3.5
1.92
48%
Under 3.5
2.08
33%
Over 4.5
3.03
67%
Under 4.5
1.49
Match Markets
Both Teams to Score
67%
BTTS Yes
1.49
33%
BTTS No
3.04
Clean Sheet
28%
3.57
8%
12.10
Win to Nil
18%
5.66
1%
71.67
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.3 | 2.9 | 1.9 | 0.8 | 0.3 | 0.1 |
| 1 | 5.8 | 7.3 | 4.7 | 2.0 | 0.6 | 0.2 |
| 2 | 7.2 | 9.2 | 5.8 | 2.5 | 0.8 | 0.2 |
| 3 | 6.0 | 7.6 | 4.8 | 2.1 | 0.7 | 0.2 |
| 4 | 3.7 | 4.7 | 3.0 | 1.3 | 0.4 | 0.1 |
| 5 | 1.9 | 2.4 | 1.5 | 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 Borussia Dortmund vs 1. FC Köln?
Our Poisson model rates 2-1 as the single most likely exact scoreline, at 9.2%.
How many goals are Borussia Dortmund and 1. FC Köln expected to score?
The model projects 2.49 expected goals for Borussia Dortmund and 1.27 for 1. FC Köln, a combined total of 3.76.
How confident is the prediction model for Borussia Dortmund vs 1. FC Köln?
Reasonably confident — the model's leading outcome is rated at 63%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Borussia Dortmund's recent record stands at 22W 5D 7L from 34 games, a 2.09 PPG return, with D-W-W-W-D in the last five. Borussia Dortmund haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
1. FC Köln, meanwhile, have gone 10W 12D 12L across 34 games — 1.24 PPG, with L-W-W-D-L in their last five. 1. FC Köln haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
The points-per-game comparison favours Borussia Dortmund by 0.85 — a real, if not enormous, edge over 1. FC Köln heading into this one.
Venue Form
At home specifically, Borussia Dortmund have managed 14W 2D 1L from 17 games — 2.59 PPG in front of their own supporters. That's noticeably better than their 2.09 PPG overall — Borussia Dortmund are a different proposition at home than their general record suggests.
1. FC Köln's away record stands at 4W 7D 6L across 17 trips, a 1.12 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 2.44 goals scored and 1.29 conceded per game recently; 1. FC Köln are on 1.44 scored and 1.59 conceded.
Defensively: Borussia Dortmund have kept a clean sheet in 35% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 34 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Borussia Dortmund
Pre-Season
1. FC Köln
Pre-Season
❓ Frequently Asked Questions
What form are Borussia Dortmund and 1. FC Köln in coming into this match?
Borussia Dortmund have gone 22W 5D 7L in their last 34 games (2.09 PPG), while 1. FC Köln have gone 10W 12D 12L in their last 34 (1.24 PPG).
Which team has the better venue record — Borussia Dortmund at home or 1. FC Köln away?
Borussia Dortmund's home record (2.59 PPG) is the stronger of the two venue-specific splits — Borussia Dortmund at home: 2.59 PPG; 1. FC Köln away: 1.12 PPG.
Have Borussia Dortmund or 1. FC Köln been keeping clean sheets recently?
Borussia Dortmund have kept a clean sheet in 35% of their recent games, 1. FC Köln in 18%.
⚔️ 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. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 35% of the time.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Borussia Dortmund 59%, 1. FC Köln 65% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 82% for Borussia Dortmund and 53% for 1. FC Köln. Stepping up a level, Over 3.5 has also landed reasonably often — 65% and 41% respectively — worth a look for goal-hungry markets.
On the defensive side: Borussia Dortmund keep a clean sheet in 41% of their matches; 1. FC Köln in 35%.
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 59% of Borussia Dortmund's games and 65% 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 82% of Borussia Dortmund's matches and 53% 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 94% of their recent matches, 1. FC Köln in 76% — a useful reference point for first-half goal markets.
Prediction vindicated as Borussia Dortmund edge out 1. FC Köln 1-0.
📝 Match Report
How It Unfolded
Borussia Dortmund beat 1. FC Köln 1-0 at BVB Stadion Dortmund, Regular Season - 1, 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 Borussia Dortmund 2.49 xG and 1. FC Köln 1.27 xG, a combined 3.76. The scoreboard read 1-0 for 1 actual goal. Borussia Dortmund fell 1.5 short of their projected output. 1. FC Köln landed 1.3 under their projected return. Those figures were built on strength ratings of Borussia Dortmund attack 1.35 / defence 0.93 against 1. FC Köln attack 0.99 / defence 0.94, drawn from 34/34 games (PrevSeason).
On the result, the model split it Borussia Dortmund 63% | Draw 20% | 1. FC Köln 17%, with Borussia Dortmund to win its most likely call at 63%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 73%. The game delivered 1, so it stayed under — a miss for the goals model. Over 1.5 had been 90% and missed. Over 3.5 was 52% and did not. On both teams to score, the model sat at 67% and the match did not — a miss on BTTS. Historically the two sides average 60% Over 2.5 across their same-competition games (Borussia Dortmund 71%, 1. FC Köln 50%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 57%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Borussia Dortmund's trading profile (34 games, 17 home) set some clear expectations: BTTS lands in 56% of their matches — today it did not; they keep a clean sheet 35% of the time, and duly kept one.
1. FC Köln's trading profile (34 games, 17 away) set some clear expectations: BTTS lands in 59% of their matches — today it did not; they fail to score in 38% of games, a blank that repeated today.
Form vs Result
On form, Borussia Dortmund arrived the stronger side — 2.09 PPG against 1.24. The form guide was vindicated by the result. Borussia Dortmund (home/away splits) managed 1 against a 3.24 scoring average — below par going forward and conceded 0 against a 1.00 average — tighter than their form line. 1. FC Köln (home/away splits) managed 0 against a 1.24 scoring average — below par going forward and conceded 1 against a 2.00 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.