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Poisson model favours Borussia Dortmund (61%) — form and H2H data both point in the same direction as Borussia Dortmund face 1. FC Köln.
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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 14:30 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: L W L W W. Offensively they are averaging 1.90 goals per game, with 0.90 conceded. 4 clean sheets in 10 games (40%) reflects a solid defensive base. 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: 8W 0D 2L across 10 games at Signal Iduna Park this term (2.40 PPG). They are averaging 2.70 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: 1W 5D 4L from 10 Bundesliga fixtures this season — 0.80 PPG. Last five: D L D L L. They are scoring at 1.60 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 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: 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.
Borussia Dortmund carry the stronger recent momentum — 1.30 PPG ahead of their opponents on 2.10 vs 0.80. 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 (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 60% of those occasions; they lead at the break 62% of the time; BTTS occurs in 41% of their matches (home games); Over 2.5 goals lands in 59% of games (home games); they keep a clean sheet 44% of the time.
1. FC Köln in-play tendencies (34 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 47%.
From a combined perspective, both sides have high BTTS rates — Borussia Dortmund 50% and 1. FC Köln 79% — 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 56% | 1. FC Köln 65%).
Poisson Model
The Poisson distribution model projects Borussia Dortmund 2.29 xG and 1. FC Köln 1.25 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 1.155 / defence 0.914 | 1. FC Köln attack 0.930 / defence 1.087. League average goals — home 1.822 / away 1.468. 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 61% | Draw 20% | 1. FC Köln 20%. Fair-value odds: Borussia Dortmund 1.64 | Draw 5.00 | 1. FC Köln 5.00. The model has a clear lean to Borussia Dortmund (61%) — a 41pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 69% | BTTS probability 64% | Total xG 3.54. Over 2.5 is the model's clear signal at 69% — a total xG of 3.54 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 64% reflects that both xG figures (2.29 / 1.25) 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 61% — 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 3.54 total expected goals, pointing to Over 2.5 at 69% probability — strong conviction, supported by form averaging 3.6 goals per game and H2H averaging 3.2 goals per meeting.
The Poisson model's BTTS call is Yes at 64%. Form rates corroborate: Borussia Dortmund 50% | 1. FC Köln 80% 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 - 33 | Venue: Signal Iduna Park • Kick-off: Saturday 15 May 2027, 14:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
⚔️ Head-to-Head History
• Record (10 meetings): Borussia Dortmund 6W | Draws 2 | 1. FC Köln 2W • Goals trend: 3.20 goals/game | Total H2H goals: Borussia Dortmund 22 – 10 1. FC Köln • H2H markets: BTTS 60% | Over 2.5 60% | Win rates: Borussia Dortmund 60% / Draw 20% / 1. FC Köln 20% • Historical edge: Borussia Dortmund dominant — 6W from 10 meetings (60% win rate) • H2H vs Poisson: both agree — Borussia Dortmund favoured. H2H win rate 60%, Poisson win probability 61% • Goals corroboration (Over 2.5): H2H averages 3.20 goals/game (60% Over 2.5 historically) — Poisson total xG 3.54 (69% Over probability) — both data sources agree • BTTS: H2H rate 60%, Poisson probability 64% — no strong aligned signal
📈 Recent Form
• No current-season fixtures available — form shown from previous season data • Borussia Dortmund (all comps): 7W-0D-3L in 10 | 2.10 PPG | GF 1.90 / GA 0.90 | L5 L-W-L-W-W • 1. FC Köln (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 1.60 / GA 2.20 | L5 D-L-D-L-L • Borussia Dortmund home split: 2.40 PPG from 10 | GF 2.70 / GA 1.20 | CS 4 • 1. FC Köln away split: 0.50 PPG from 10 | GF 1.10 / GA 2.20 | CS 0 • Form edge: Borussia Dortmund lead by 1.30 PPG (2.10 vs 0.80) • xG vs form (Borussia Dortmund): Poisson projects 2.29 xG vs form scoring rate of 2.70 — model is more cautious than form; the opposition's defensive strength is tempering the scoring expectation • xG vs form (1. FC Köln): Poisson xG of 1.25 aligns with form scoring rate of 1.10 — consistent corroboration • Goals margin: form ~2.8 goals/game, Poisson xG sum 3.54 (69% Over 2.5) — no strong lean either way • BTTS: mixed signals — form blend ~65% BTTS rate, Poisson probability 64% — no strong positional edge • Form vs Poisson alignment: form and model agree on Borussia Dortmund — Borussia Dortmund at 61% Poisson win probability
📊 Statistical Prediction
• Poisson result probabilities: Borussia Dortmund 61% | Draw 20% | 1. FC Köln 20% • Poisson goal markets: Over 2.5 69% | BTTS 64% | xG Borussia Dortmund 2.29 / 1. FC Köln 1.25 • Poisson strength factors: Borussia Dortmund attack 1.155 / def 0.914 | 1. FC Köln attack 0.930 / def 1.087 | league avg home 1.822 / away 1.468 • Poisson stance: Borussia Dortmund (61%) — strong lean
🎲 Betting Market Intelligence
• Odds data is not currently available for this fixture
🧮 Prediction Model
2.29
Borussia Dortmund xG
Expected Goals
1.25
1. FC Köln xG
64%
BTTS
87%
Over 1.5
69%
Over 2.5
47%
Over 3.5
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❓ 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 14:30 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 61% chance of winning, 1. FC Köln a 20% 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 64% 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 69%.
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 • Goals trend: 3.20 goals/game | Total H2H goals: Borussia Dortmund 22 – 10 1. FC Köln • H2H markets: BTTS 60% | Over 2.5 60% | Win rates: Borussia Dortmund 60% / Draw 20% / 1. FC Köln 20% • Historical edge: Borussia Dortmund dominant — 6W from 10 meetings (60% win rate) • H2H vs Poisson: both agree — Borussia Dortmund favoured. H2H win rate 60%, Poisson win probability 61% • Goals corroboration (Over 2.5): H2H averages 3.20 goals/game (60% Over 2.5 historically) — Poisson total xG 3.54 (69% Over probability) — both data sources agree • BTTS: H2H rate 60%, Poisson probability 64% — no strong aligned signal
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): 7W-0D-3L in 10 | 2.10 PPG | GF 1.90 / GA 0.90 | L5 L-W-L-W-W • 1. FC Köln (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 1.60 / GA 2.20 | L5 D-L-D-L-L • Borussia Dortmund home split: 2.40 PPG from 10 | GF 2.70 / GA 1.20 | CS 4 • 1. FC Köln away split: 0.50 PPG from 10 | GF 1.10 / GA 2.20 | CS 0 • Form edge: Borussia Dortmund lead by 1.30 PPG (2.10 vs 0.80) • xG vs form (Borussia Dortmund): Poisson projects 2.29 xG vs form scoring rate of 2.70 — model is more cautious than form; the opposition's defensive strength is tempering the scoring expectation • xG vs form (1. FC Köln): Poisson xG of 1.25 aligns with form scoring rate of 1.10 — consistent corroboration • Goals margin: form ~2.8 goals/game, Poisson xG sum 3.54 (69% Over 2.5) — no strong lean either way • BTTS: mixed signals — form blend ~65% BTTS rate, Poisson probability 64% — no strong positional edge • Form vs Poisson alignment: form and model agree on Borussia Dortmund — Borussia Dortmund at 61% Poisson win probability
What do the betting odds say about Borussia Dortmund vs 1. FC Köln?
• Odds data is not currently available for this fixture