Blackburn 2-1 Swansea – Result & Analysis
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Poisson model rates Swansea at 49%, yet other data sources diverge — this Blackburn vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Championship encounter, Regular Season - 1 sees Swansea travel to Ewood Park to take on Blackburn. The game is scheduled for Saturday 7 August 2021, 15:00 UTC.
Poisson Model
The Poisson distribution model projects Blackburn 1.39 xG and Swansea 2.00 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: Blackburn attack 0.850 / defence 1.150 | Swansea attack 0.850 / defence 1.150. League average goals — home 1.418 / away 2.046. Data: 0 Blackburn games / 0 Swansea 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: Blackburn 24% | Draw 27% | Swansea 49%. Fair-value odds: Blackburn 4.17 | Draw 3.70 | Swansea 2.04. Swansea hold a narrow Poisson edge at 49% — the draw (27%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 66% | BTTS probability 68% | Total xG 3.39. Over 2.5 is the model's clear signal at 66% — a total xG of 3.39 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 68% reflects that both xG figures (1.39 / 2.00) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Our Verdict
Poisson rates Swansea as the most likely outcome at 49% — moderate model lean. With a 27% draw probability, Draw No Bet on Swansea offers a more defensible entry point than the straight win.
The Poisson model projects 3.39 xG in total — Over 2.5 at 66% — Poisson-only — limited corroboration confidence.
The Poisson model is drawing on PrevSeason data (0 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: Blackburn vs Swansea | Competition: Championship, Regular Season - 1 | Venue: Ewood Park • Kick-off: Saturday 7 Aug 2021, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Blackburn 24% | Draw 27% | Swansea 49% • Poisson goal markets: Over 2.5 66% | BTTS 68% | xG Blackburn 1.39 / Swansea 2.00 • Poisson strength factors: Blackburn attack 0.850 / def 1.150 | Swansea attack 0.850 / def 1.150 | league avg home 1.418 / away 2.046 • Poisson stance: Swansea (49%) — moderate lean
🧮 Prediction Model
1.39
Blackburn xG
Expected Goals
2.00
Swansea xG
68%
BTTS
88%
Over 1.5
66%
Over 2.5
44%
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 Blackburn vs Swansea kick off?
Blackburn vs Swansea kicked off at 15:00 on Saturday 7 August 2021 at Ewood Park.
What was the final score in Blackburn vs Swansea?
Blackburn 2 - 1 Swansea.
Where is Blackburn vs Swansea being played?
The match is being played at Ewood Park.
What competition is Blackburn vs Swansea part of?
Blackburn vs Swansea is a Regular Season - 1 fixture in the Championship (England).
Who is favourite to win Blackburn vs Swansea?
Our statistical model gives Blackburn a 24% chance of winning, Swansea a 49% chance, and a 27% chance of a draw — making Swansea the favourite.
Will both teams score in Blackburn vs Swansea?
Our model estimates a 68% probability that both Blackburn and Swansea will score (BTTS).
Will Blackburn vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 66%.
What is the head-to-head record between Blackburn and Swansea?
No recorded head-to-head meetings available in the dataset.
What form are Blackburn and Swansea in?
Form data is not yet available for either side.
🧮 Model Insight
Model Mechanics
The model rates Blackburn's attack at 0.85x the league average against Swansea's defence at 1.15x — combine the two and it projects 1.39 expected goals for the hosts. The same calculation in reverse, Swansea's attack versus Blackburn's defence, projects 2.00 expected goals for the visitors.
These ratings are built from 0/0 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 10.6% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-2 (9.4%), 0-2 (6.8%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Swansea Win
24%
4.21
27%
3.66
49%
2.04
Top 3 Most Likely Scorelines
1 – 1
9.4%
Draw
Most likely
1 – 2
9.4%
Away win
0 – 1
6.8%
Away win
Expected Goals & Win Odds
1.39
Blackburn xG
Total xG
3.39
2.00
Swansea xG
4.21
24%
Home win
3.66
27%
Draw
2.04
49%
Away win
Goals Markets
85%
Over 1.5
1.18
15%
Under 1.5
6.67
66%
Over 2.5
1.52
34%
Under 2.5
2.94
44%
Over 3.5
2.27
56%
Under 3.5
1.79
25%
Over 4.5
4.00
75%
Under 4.5
1.33
Match Markets
Both Teams to Score
68%
BTTS Yes
1.48
32%
BTTS No
3.09
Clean Sheet
14%
7.39
25%
4.00
Win to Nil
3%
31.11
12%
8.17
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.4 | 6.8 | 6.8 | 4.5 | 2.3 | 0.9 |
| 1 | 4.7 | 9.4 | 9.4 | 6.3 | 3.1 | 1.3 |
| 2 | 3.3 | 6.5 | 6.5 | 4.3 | 2.2 | 0.9 |
| 3 | 1.5 | 3.0 | 3.0 | 2.0 | 1.0 | 0.4 |
| 4 | 0.5 | 1.0 | 1.0 | 0.7 | 0.3 | 0.1 |
| 5 | 0.1 | 0.3 | 0.3 | 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 Blackburn vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 10.6%.
How many goals are Blackburn and Swansea expected to score?
The model projects 1.39 expected goals for Blackburn and 2.00 for Swansea, a combined total of 3.39.
How confident is the prediction model for Blackburn vs Swansea?
Not very — the model's leading outcome sits at just 49%, meaning this is rated as a genuinely open contest with no dominant favourite.
Last 0 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Blackburn
Pre-Season
Swansea
Pre-Season
No results found.
No results found.
⚔️ Rivalry Insight
A Look Back
The fixture history between Blackburn and Swansea runs to 10 recorded meetings, the earliest dating back to August 2021. Every recorded meeting has come in Championship. They last met on 20 January 2026, roughly 6 months ago.
Digging Into the Numbers
Swansea have won the last 3 meetings between these two, a run that gives them the psychological edge coming in.
The biggest gap between the sides came on 6 Aug 2022, when Blackburn won 0-3 — the largest margin of victory on record between these two.
Blackburn's record when hosting Swansea specifically: 3W 0D 2L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
4
Blackburn
0
Draws
6
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Blackburn and Swansea?
From 10 meetings on record, Blackburn have won 4, Swansea have won 6, and 0 have been drawn.
When did Blackburn and Swansea last play each other?
They last met on 20 January 2026, when Swansea 3-1 Blackburn.
Who has won more matches between Blackburn and Swansea?
Swansea have the better head-to-head record, with 6 wins from 10 meetings.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Blackburn home games / Swansea away games. HT metrics require half-time score data — shown as — where unavailable.
Shock result as Blackburn defy the odds to beat Swansea 2-1.
📝 Match Report
How It Unfolded
Blackburn beat Swansea 2-1 at Ewood Park, Regular Season - 1, in the Championship. 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 Blackburn 1.39 xG and Swansea 2.00 xG, a combined 3.39. The scoreboard read 2-1 for 3 actual goals. Swansea landed 1.0 under their projected return. Those figures were built on strength ratings of Blackburn attack 0.85 / defence 1.15 against Swansea attack 0.85 / defence 1.15, drawn from 0/0 games (PrevSeason).
On the result, the model split it Blackburn 24% | Draw 27% | Swansea 49%, with Swansea to win its most likely call at 49%. Instead the game produced a Blackburn win, an outcome the model had rated at just 24% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 66%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 88% and landed. Over 3.5 was 44% and did not. On both teams to score, the model sat at 68% and the match saw both sides score — another call in the model's favour.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (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.