RB Leipzig 3-1 1. FC Köln – Result & Analysis
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Poisson model rates RB Leipzig at 56%, yet other data sources diverge — this RB Leipzig vs 1. FC Köln fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Bundesliga encounter, Regular Season - 22 sees 1. FC Köln travel to Red Bull Arena to take on RB Leipzig. The game is scheduled for Friday 11 February 2022, 19:30 UTC.
Form Analysis
Looking at all fixtures this season, RB Leipzig stand at 4W 1D 5L from 10 Bundesliga matches — 1.30 PPG. Last five: L W W W L. Offensively they are averaging 1.70 goals per game, with 1.50 conceded. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for RB Leipzig, so this record blends games from this season and last.
RB Leipzig's home record at Red Bull Arena: 7W 0D 3L from 10 Bundesliga appearances (2.10 PPG). They are averaging 2.70 goals per home game — a prolific scoring rate in front of their own fans. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture. Their home PPG of 2.10 is noticeably stronger than their overall 1.30 — RB Leipzig are significantly better at Red Bull Arena than their overall form suggests.
Across all Bundesliga games this season, 1. FC Köln have recorded 5W 3D 2L from 10 outings — 1.80 PPG. Last five: W W L D W. They are scoring at 1.60 per game and conceding 1.40. 2 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for 1. FC Köln, so this record blends games from this season and last.
When travelling in Bundesliga this season, 1. FC Köln have posted 2W 5D 3L from 10 away outings — 1.10 PPG. Away from home they average 1.40 goals scored and 1.90 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 1.10 is notably below their overall 1.80 — form away from home has been a clear weakness this season.
Form points away from home here. 1. FC Köln's 1.80 PPG return is 0.50 points per game ahead of RB Leipzig's 1.30 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
The BTTS market is worth targeting here. RB Leipzig register both teams scoring in 60% of relevant matches, 1. FC Köln in 80% (using home/away splits) — both sides above the 60% threshold gives BTTS Yes firm statistical grounding.
H2H Record
The H2H landscape is flat: 3 previous encounters have yielded 0 wins for RB Leipzig, 1 for 1. FC Köln and 2 draws. A neutral reading in isolation.
These sides have historically produced few goals — 1.7 per contest from 3 previous meetings. The Under 2.5 market has a well-supported historical case here. The most recent clash, on 18 Sep 2021, ended 1–1 with a draw.
With a balanced win record and just 1.7 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
Trading Patterns
RB Leipzig in-play and half-time data (55 games, 27 at home): they score before half-time in 63% of fixtures in home games; when goalless at HT, a second-half goal follows 89% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 63% of games (home games).
1. FC Köln in-play and half-time data (55 games, 27 at away): they score before half-time in 74% of fixtures in away games; when goalless at HT, a second-half goal follows 84% of the time; BTTS occurs in 63% of their matches (away games); Over 2.5 goals lands in 56% of games (away games); Over 3.5 in 40%.
BTTS rates are mixed from the trading data — RB Leipzig 53% versus 1. FC Köln 64%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (RB Leipzig 54% | 1. FC Köln 58%).
Poisson Model
The Poisson distribution model projects RB Leipzig 2.32 xG and 1. FC Köln 1.40 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: RB Leipzig attack 1.282 / defence 0.920 | 1. FC Köln attack 1.114 / defence 1.045. League average goals — home 1.730 / away 1.366. RB Leipzig carry an above-average attack strength of 1.282 — their λ of 2.32 reflects genuine attacking quality above the league norm. Data: 55 RB Leipzig games / 55 1. FC Köln games used (CurrentSeason).
Result probabilities: RB Leipzig 56% | Draw 23% | 1. FC Köln 21%. Fair-value odds: RB Leipzig 1.79 | Draw 4.35 | 1. FC Köln 4.76. The model has a clear lean to RB Leipzig (56%) — a 35pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 72% | BTTS probability 69% | Total xG 3.72. Over 2.5 is the model's clear signal at 72% — a total xG of 3.72 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 69% reflects that both xG figures (2.32 / 1.40) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Summary & Verdict
The Poisson model's primary lean is RB Leipzig at 56% — clear model lean. Note a divergence: in-form 1. FC Köln (1.80 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. Draw No Bet is worth pricing alongside the outright: 23% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 3.72 total expected goals, pointing to Over 2.5 at 72% probability — marginal — conflicting signals conviction, supported by form averaging 3.6 goals per game — though H2H averaging only 1.7 goals per meeting points in the other direction.
The Poisson model's BTTS call is Yes at 69%. Form rates corroborate: RB Leipzig 60% | 1. FC Köln 80% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: RB Leipzig vs 1. FC Köln | Competition: Bundesliga, Regular Season - 22 | Venue: Red Bull Arena • Kick-off: Friday 11 Feb 2022, 19:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: RB Leipzig 56% | Draw 23% | 1. FC Köln 21% • Poisson goal markets: Over 2.5 72% | BTTS 69% | xG RB Leipzig 2.32 / 1. FC Köln 1.40 • Poisson strength factors: RB Leipzig attack 1.282 / def 0.920 | 1. FC Köln attack 1.114 / def 1.045 | league avg home 1.730 / away 1.366 • Poisson stance: RB Leipzig (56%) — strong lean
🧮 Prediction Model
2.32
RB Leipzig xG
Expected Goals
1.40
1. FC Köln xG
69%
BTTS
90%
Over 1.5
72%
Over 2.5
51%
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 RB Leipzig vs 1. FC Köln kick off?
RB Leipzig vs 1. FC Köln kicked off at 19:30 on Friday 11 February 2022 at Red Bull Arena.
What was the final score in RB Leipzig vs 1. FC Köln?
RB Leipzig 3 - 1 1. FC Köln.
Where is RB Leipzig vs 1. FC Köln being played?
The match is being played at Red Bull Arena.
What competition is RB Leipzig vs 1. FC Köln part of?
RB Leipzig vs 1. FC Köln is a Regular Season - 22 fixture in the Bundesliga (Germany).
Who is favourite to win RB Leipzig vs 1. FC Köln?
Our statistical model gives RB Leipzig a 56% chance of winning, 1. FC Köln a 21% chance, and a 23% chance of a draw — making RB Leipzig the favourite.
Will both teams score in RB Leipzig vs 1. FC Köln?
Our model estimates a 69% probability that both RB Leipzig and 1. FC Köln will score (BTTS).
Will RB Leipzig vs 1. FC Köln have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 72%.
What is the head-to-head record between RB Leipzig and 1. FC Köln?
Record (3 meetings): RB Leipzig 0W | Draws 2 | 1. FC Köln 1W.
What form are RB Leipzig and 1. FC Köln in?
RB Leipzig (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.70 / GA 1.50 | L5 L-W-W-W-L. 1. FC Köln (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.60 / GA 1.40 | L5 W-W-L-D-W.
🧮 Model Insight
How the Model Works This Match
Working from RB Leipzig's attack rating (1.28) and 1. FC Köln's defence rating (1.04), the model arrives at 2.32 expected goals for the home side. The same calculation in reverse, 1. FC Köln's attack versus RB Leipzig's defence, projects 1.40 expected goals for the visitors.
These ratings are built from 55/55 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 2-1 emerges as the single most likely result, at 9.1%. Close behind: 1-1 (8.9%), 3-1 (7.1%). Together the top three scorelines make up 25% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
RB Leipzig Win
56%
1.77
23%
4.42
21%
4.79
Top 3 Most Likely Scorelines
2 – 1
9.1%
Home win
Most likely
1 – 1
7.9%
Draw
3 – 1
7.1%
Home win
Expected Goals & Win Odds
2.32
RB Leipzig xG
Total xG
3.72
1.40
1. FC Köln xG
1.77
56%
Home win
4.42
23%
Draw
4.79
21%
Away win
Goals Markets
89%
Over 1.5
1.12
11%
Under 1.5
9.09
72%
Over 2.5
1.39
28%
Under 2.5
3.57
51%
Over 3.5
1.96
49%
Under 3.5
2.04
32%
Over 4.5
3.12
68%
Under 4.5
1.47
Match Markets
Both Teams to Score
69%
BTTS Yes
1.44
31%
BTTS No
3.27
Clean Sheet
25%
4.05
10%
10.15
Win to Nil
14%
7.17
2%
48.59
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.4 | 3.4 | 2.4 | 1.1 | 0.4 | 0.1 |
| 1 | 5.6 | 7.9 | 5.5 | 2.6 | 0.9 | 0.3 |
| 2 | 6.5 | 9.1 | 6.4 | 3.0 | 1.0 | 0.3 |
| 3 | 5.0 | 7.1 | 4.9 | 2.3 | 0.8 | 0.2 |
| 4 | 2.9 | 4.1 | 2.9 | 1.3 | 0.5 | 0.1 |
| 5 | 1.4 | 1.9 | 1.3 | 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 RB Leipzig vs 1. FC Köln?
Our Poisson model rates 2-1 as the single most likely exact scoreline, at 9.1%.
How many goals are RB Leipzig and 1. FC Köln expected to score?
The model projects 2.32 expected goals for RB Leipzig and 1.40 for 1. FC Köln, a combined total of 3.72.
How confident is the prediction model for RB Leipzig vs 1. FC Köln?
Reasonably confident — the model's leading outcome is rated at 56%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
RB Leipzig come into this having played 55 games, going 28W 12D 15L for 1.75 points per game. Their last five reads L-W-W-W-L. The sample for RB Leipzig is still a mix of this season and last, given how young the current campaign is.
On the other side, 1. FC Köln sit at 1.24 PPG from 55 outings (17W 17D 21L), a run that reads W-W-L-D-W across their last five. The sample for 1. FC Köln is still a mix of this season and last, given how young the current campaign is.
RB Leipzig carry the stronger recent form of the two, 0.51 PPG clear of 1. FC Köln — worth weighing alongside whatever the head-to-head and market data say.
Venue Form
RB Leipzig's home form reads 18W 4D 5L across 27 games on their own ground, a 2.15 PPG return.
Away from home, 1. FC Köln have taken 1.22 points per game from 27 outings (8W 9D 10L).
Comparing the two in their relevant venue splits, RB Leipzig 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
RB Leipzig are averaging 1.82 goals scored and 1.05 conceded per game recently; 1. FC Köln are on 1.27 scored and 1.67 conceded.
On BTTS specifically: 1. FC Köln in 64%.
Defensively: RB Leipzig have kept a clean sheet in 36% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 55 Results — Bundesliga
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
RB Leipzig
Blended
1. FC Köln
Blended
❓ Frequently Asked Questions
What form are RB Leipzig and 1. FC Köln in coming into this match?
RB Leipzig have gone 28W 12D 15L in their last 55 games (1.75 PPG), while 1. FC Köln have gone 17W 17D 21L in their last 55 (1.24 PPG).
Which team has the better venue record — RB Leipzig at home or 1. FC Köln away?
RB Leipzig's home record (2.15 PPG) is the stronger of the two venue-specific splits — RB Leipzig at home: 2.15 PPG; 1. FC Köln away: 1.22 PPG.
Have RB Leipzig or 1. FC Köln been keeping clean sheets recently?
RB Leipzig have kept a clean sheet in 36% of their recent games, 1. FC Köln in 13%.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to December 2020. Every recorded meeting has come in Bundesliga. They last met on 8 February 2026, roughly 6 months ago.
Streaks & Records
RB Leipzig have won the last 4 meetings between these two, a run that gives them the psychological edge coming in.
The biggest gap between the sides came on 28 Oct 2023, when RB Leipzig won 6-0 — the largest margin of victory on record between these two.
RB Leipzig's record when hosting 1. FC Köln specifically: 3W 2D 0L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
5
RB Leipzig
4
Draws
1
1. FC Köln
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between RB Leipzig and 1. FC Köln?
From 10 meetings on record, RB Leipzig have won 5, 1. FC Köln have won 1, and 4 have been drawn.
When did RB Leipzig and 1. FC Köln last play each other?
They last met on 8 February 2026, when 1. FC Köln 1-2 RB Leipzig.
Who has won more matches between RB Leipzig and 1. FC Köln?
RB Leipzig have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
First-Half Patterns
RB Leipzig are typically involved in an early goal — the half-time board shows at least one in 63% of their matches. They've gone in front at half-time 37% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 11% of those situations.
1. FC Köln are typically involved in an early goal — the half-time board shows at least one in 74% of their matches. They've gone in front at half-time 33% of the time.
Full-Time Trends
BTTS sits in mixed territory for this pairing — RB Leipzig 48%, 1. FC Köln 63% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 63% (RB Leipzig) and 56% (1. FC Köln). Stepping up a level, Over 3.5 has also landed reasonably often — 41% and 33% respectively — worth a look for goal-hungry markets.
On the defensive side: RB Leipzig keep a clean sheet in 44% of their matches; 1. FC Köln in 33%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = RB Leipzig 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 RB Leipzig play 1. FC Köln?
Yes — based on recent matches, both teams have scored in 48% of RB Leipzig's games and 63% of 1. FC Köln's, a combined rate that favours BTTS Yes.
Is RB Leipzig vs 1. FC Köln usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 63% of RB Leipzig's matches and 56% of 1. FC Köln's.
Do RB Leipzig and 1. FC Köln tend to score early?
RB Leipzig have had a goal before half-time in 63% of their recent matches, 1. FC Köln in 74% — a useful reference point for first-half goal markets.
RB Leipzig cruise to a comfortable 3-1 victory over 1. FC Köln.
📝 Match Report
How It Unfolded
RB Leipzig beat 1. FC Köln 3-1 at Red Bull Arena, Regular Season - 22, in the Bundesliga. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting RB Leipzig 2.32 xG and 1. FC Köln 1.40 xG, a combined 3.72. The scoreboard read 3-1 for 4 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of RB Leipzig attack 1.28 / defence 0.92 against 1. FC Köln attack 1.11 / defence 1.04, drawn from 55/55 games (CurrentSeason).
On the result, the model split it RB Leipzig 56% | Draw 23% | 1. FC Köln 21%, with RB Leipzig to win its most likely call at 56%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 72%. The game delivered 4, so it went over — a call the model got right. Over 1.5 had been 90% and landed. Over 3.5 was 51% and came in. On both teams to score, the model sat at 69% and the match saw both sides score — another call in the model's favour. Historically the two sides average 56% Over 2.5 across their same-competition games (RB Leipzig 54%, 1. FC Köln 58%), a base rate that agreed with today's over. Their combined BTTS history runs at 58%, which matched the both-scored outcome.
Trading Patterns vs Reality
RB Leipzig's trading profile (55 games, 27 home) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 36% of the time, and conceded here.
1. FC Köln's trading profile (55 games, 27 away) set some clear expectations: BTTS lands in 64% of their matches — today it did.
Form vs Result
On form, RB Leipzig arrived the stronger side — 1.75 PPG against 1.24. That form edge translated into the three points. RB Leipzig (home/away splits) scored 3 against a 2.11 average — above their attacking norm. 1. FC Köln (home/away splits) shipped 3 against a 1.78 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 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.