Middlesbrough 1-0 Swansea – Result & Analysis
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Poisson rates Middlesbrough at 45% — the H2H record provides partial corroboration, though signals are mixed in this Middlesbrough vs Swansea encounter.
✍️ Match Preview
Pre-Match Analysis
Middlesbrough and Swansea meet at Riverside Stadium in Championship, Regular Season - 1. This fixture gets under way on Saturday 9 August 2025 at 15:00 UTC.
Form
Middlesbrough (all games): 4W 2D 4L across 10 Championship fixtures this term — 1.40 PPG. Last five: L W L D L. They are averaging 0.90 goals per game and conceding 0.90 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. Middlesbrough haven't played a Championship game yet this season, so this record is entirely from last season.
Middlesbrough at Riverside Stadium this season: 5W 2D 3L from 10 home games — 1.70 PPG on home soil. At home they are averaging 1.20 goals scored and 0.90 conceded per game.
Swansea have collected 1.70 PPG across 10 Championship outings this season: 5W 2D 3L. Last five: W W W L D. Their scoring rate of 1.30 per game is modest, conceding 1.00 — not a side to back heavily on the Over 2.5 from their form alone. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in just 30% of their games, reflecting a regular tendency to keep or record clean sheets. Swansea haven't played a Championship game yet this season, so this record is entirely from last season.
Swansea's form when playing away from home: 3W 2D 5L across 10 road games this term (1.10 PPG). Away from home they average 0.80 goals scored and 1.60 conceded per game. Their away PPG of 1.10 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 1.40 PPG for Middlesbrough against 1.70 for Swansea. There is no clear form edge to exploit here; other signals need to take the lead.
H2H Analysis
Historically, Middlesbrough have had the better of this match-up — 6 wins from 8 meetings, with Swansea managing just 1 victories and 1 draws shared.
The 8 previous meetings have averaged 2.1 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 8 Mar 2025, ended 0–1 with Swansea winning.
The historical record gives Middlesbrough a meaningful edge here — 6 wins from 8 meetings is the kind of ledger that should not be discounted when the form picture is inconclusive. Even away from home, the visitors have struggled to impose themselves in this fixture.
Trading
Middlesbrough half-time and goal-timing data (46 games, 23 at home): they score before half-time in 78% of fixtures in home games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 44% of their matches (home games); Over 2.5 goals lands in 39% of games (home games).
Swansea half-time and goal-timing data (46 games, 23 at away): they score before half-time in 70% of fixtures in away games; when goalless at HT, a second-half goal follows 77% of the time; BTTS occurs in 44% of their matches (away games); Over 2.5 goals lands in 48% of games (away games); they fail to score in 35% of games.
BTTS rates are mixed from the trading data — Middlesbrough 50% versus Swansea 41%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Middlesbrough 46% | Swansea 46%).
Poisson Model
The Poisson distribution model projects Middlesbrough 1.31 xG and Swansea 0.93 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: Middlesbrough attack 0.988 / defence 0.981 | Swansea attack 0.965 / defence 1.001. League average goals — home 1.323 / away 0.985. Data: 46 Middlesbrough games / 46 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: Middlesbrough 45% | Draw 28% | Swansea 27%. Fair-value odds: Middlesbrough 2.22 | Draw 3.57 | Swansea 3.70. Middlesbrough hold a narrow Poisson edge at 45% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 39% | BTTS probability 44% | Total xG 2.24. Under 2.5 has a narrow probability edge at 61% — total xG of 2.24 is below the line but not decisively so. BTTS probability of 44% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Middlesbrough at 45% — moderate model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Middlesbrough if the outright odds are short.
Poisson projects 2.24 total expected goals, pointing to Under 2.5 at 39% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 44% on No. Form rates corroborate: Middlesbrough 50% | Swansea 40% BTTS from recent games.
The Poisson model is drawing on PrevSeason data (46 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: Middlesbrough vs Swansea | Competition: Championship, Regular Season - 1 | Venue: Riverside Stadium • Kick-off: Saturday 9 Aug 2025, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Middlesbrough 45% | Draw 28% | Swansea 27% • Poisson goal markets: Over 2.5 39% | BTTS 44% | xG Middlesbrough 1.31 / Swansea 0.93 • Poisson strength factors: Middlesbrough attack 0.988 / def 0.981 | Swansea attack 0.965 / def 1.001 | league avg home 1.323 / away 0.985 • Poisson stance: Middlesbrough (45%) — moderate lean
🧮 Prediction Model
1.31
Middlesbrough xG
Expected Goals
0.93
Swansea xG
44%
BTTS
66%
Over 1.5
39%
Over 2.5
19%
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 Middlesbrough vs Swansea kick off?
Middlesbrough vs Swansea kicked off at 15:00 on Saturday 9 August 2025 at Riverside Stadium.
What was the final score in Middlesbrough vs Swansea?
Middlesbrough 1 - 0 Swansea.
Where is Middlesbrough vs Swansea being played?
The match is being played at Riverside Stadium.
What competition is Middlesbrough vs Swansea part of?
Middlesbrough vs Swansea is a Regular Season - 1 fixture in the Championship (England).
Who is favourite to win Middlesbrough vs Swansea?
Our statistical model gives Middlesbrough a 45% chance of winning, Swansea a 27% chance, and a 28% chance of a draw — making Middlesbrough the favourite.
Will both teams score in Middlesbrough vs Swansea?
Our model estimates a 44% probability that both Middlesbrough and Swansea will score (BTTS).
Will Middlesbrough vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 39%.
What is the head-to-head record between Middlesbrough and Swansea?
Record (8 meetings): Middlesbrough 6W | Draws 1 | Swansea 1W.
What form are Middlesbrough and Swansea in?
No current-season fixtures available — form shown from previous season data. Middlesbrough (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 0.90 / GA 0.90 | L5 L-W-L-D-L.
🧮 Model Insight
Behind the Numbers
Working from Middlesbrough's attack rating (0.99) and Swansea's defence rating (1.00), the model arrives at 1.31 expected goals for the home side. Flip it around — Swansea's attack (0.96x) against Middlesbrough's defence (0.98x) — and the away total comes out at 0.93.
These ratings are built from 46/46 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 1-1 emerges as the single most likely result, at 14.7%. Close behind: 0-0 (12.3%), 1-0 (12.2%). Those top three scorelines alone account for 39% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Middlesbrough Win
45%
2.21
28%
3.55
27%
3.76
Top 3 Most Likely Scorelines
1 – 0
13.9%
Home win
Most likely
1 – 1
13.0%
Draw
0 – 0
10.6%
Draw
Expected Goals & Win Odds
1.31
Middlesbrough xG
Total xG
2.24
0.93
Swansea xG
2.21
45%
Home win
3.55
28%
Draw
3.76
27%
Away win
Goals Markets
66%
Over 1.5
1.52
34%
Under 1.5
2.94
39%
Over 2.5
2.56
61%
Under 2.5
1.64
19%
Over 3.5
5.26
81%
Under 3.5
1.23
8%
Over 4.5
12.50
92%
Under 4.5
1.09
Match Markets
Both Teams to Score
44%
BTTS Yes
2.26
56%
BTTS No
1.79
Clean Sheet
39%
2.54
27%
3.70
Win to Nil
18%
5.62
7%
13.92
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.6 | 9.9 | 4.6 | 1.4 | 0.3 | 0.1 |
| 1 | 13.9 | 13.0 | 6.1 | 1.9 | 0.4 | 0.1 |
| 2 | 9.1 | 8.5 | 4.0 | 1.2 | 0.3 | 0.1 |
| 3 | 4.0 | 3.7 | 1.7 | 0.5 | 0.1 | – |
| 4 | 1.3 | 1.2 | 0.6 | 0.2 | – | – |
| 5 | 0.3 | 0.3 | 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 Middlesbrough vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.7%.
How many goals are Middlesbrough and Swansea expected to score?
The model projects 1.31 expected goals for Middlesbrough and 0.93 for Swansea, a combined total of 2.24.
How confident is the prediction model for Middlesbrough vs Swansea?
Not very — the model's leading outcome sits at just 45%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Middlesbrough come into this having played 46 games, going 18W 10D 18L for 1.39 points per game. Their last five reads L-W-L-D-L. Middlesbrough haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
On the other side, Swansea sit at 1.33 PPG from 46 outings (17W 10D 19L), a run that reads W-W-W-L-D across their last five. Swansea haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
There isn't much between them on recent form — 1.39 PPG for Middlesbrough against 1.33 for Swansea. Neither side arrives with a clear form advantage.
Home & Away Splits
Middlesbrough's home form reads 11W 6D 6L across 23 games on their own ground, a 1.70 PPG return.
Away from home, Swansea have taken 1.09 points per game from 23 outings (7W 4D 12L).
Comparing the two in their relevant venue splits, Middlesbrough come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Scoring & Defensive Trends
Middlesbrough are averaging 1.39 goals scored and 1.22 conceded per game recently; Swansea are on 1.11 scored and 1.22 conceded.
Last 46 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Middlesbrough
Pre-Season
Swansea
Pre-Season
❓ Frequently Asked Questions
What form are Middlesbrough and Swansea in coming into this match?
Middlesbrough have gone 18W 10D 18L in their last 46 games (1.39 PPG), while Swansea have gone 17W 10D 19L in their last 46 (1.33 PPG).
Which team has the better venue record — Middlesbrough at home or Swansea away?
Middlesbrough's home record (1.70 PPG) is the stronger of the two venue-specific splits — Middlesbrough at home: 1.70 PPG; Swansea away: 1.09 PPG.
Have Middlesbrough or Swansea been keeping clean sheets recently?
Middlesbrough have kept a clean sheet in 28% of their recent games, Swansea in 30%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since December 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Championship. They last met on 6 April 2026, roughly 5 months ago.
Records & Recent Trends
Specifically as hosts in this fixture, Middlesbrough have gone 5W 0D 0L from 5 meetings on their own ground against Swansea — worth weighing alongside the overall series record.
Last 10 Meetings
7
Middlesbrough
2
Draws
1
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Middlesbrough and Swansea?
From 10 meetings on record, Middlesbrough have won 7, Swansea have won 1, and 2 have been drawn.
When did Middlesbrough and Swansea last play each other?
They last met on 6 April 2026, when Swansea 2-2 Middlesbrough.
Who has won more matches between Middlesbrough and Swansea?
Middlesbrough have the better head-to-head record, with 7 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
Middlesbrough are typically involved in an early goal — the half-time board shows at least one in 78% of their matches. They've gone in front at half-time 35% of the time.
Swansea are typically involved in an early goal — the half-time board shows at least one in 70% of their matches.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Middlesbrough 44%, Swansea 44% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 39% (Middlesbrough) and 48% (Swansea).
On the defensive side: Middlesbrough keep a clean sheet in 35% of their matches; Middlesbrough have failed to score in 30% of games; Swansea in 48%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Middlesbrough home games / Swansea away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Middlesbrough play Swansea?
Not especially — both teams scoring has occurred in only 44% of Middlesbrough's recent matches and 44% of Swansea's, a rate that leans toward BTTS No.
Is Middlesbrough vs Swansea usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 39% of Middlesbrough's recent games and 48% of Swansea's, pointing to a tighter contest.
Do Middlesbrough and Swansea tend to score early?
Middlesbrough have had a goal before half-time in 78% of their recent matches, Swansea in 70% — a useful reference point for first-half goal markets.
Prediction vindicated as Middlesbrough edge out Swansea 1-0.
📝 Match Report
How It Unfolded
Middlesbrough beat Swansea 1-0 at Riverside Stadium, 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 Middlesbrough 1.31 xG and Swansea 0.93 xG, a combined 2.24. The scoreboard read 1-0 for 1 actual goal. Swansea landed 0.9 under their projected return. Those figures were built on strength ratings of Middlesbrough attack 0.99 / defence 0.98 against Swansea attack 0.96 / defence 1.00, drawn from 46/46 games (PrevSeason).
On the result, the model split it Middlesbrough 45% | Draw 28% | Swansea 27%, with Middlesbrough to win its most likely call at 45%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 66% and missed. On both teams to score, the model sat at 44% and the match did not — another call in the model's favour. Historically the two sides average 46% Over 2.5 across their same-competition games (Middlesbrough 46%, Swansea 46%), a base rate that agreed with today's under. Their combined BTTS history runs at 46%, which matched the one-sided outcome.
Trading Patterns vs Reality
Middlesbrough's trading profile (46 games, 23 home) set some clear expectations: BTTS lands in 50% of their matches — today it did not.
Swansea's trading profile (46 games, 23 away) set some clear expectations: BTTS lands in 41% of their matches — today it did not; they keep a clean sheet 30% of the time, and conceded here; they fail to score in 35% of games, a blank that repeated today.
Form vs Result
The form lines were close — Middlesbrough 1.39 PPG, Swansea 1.33 PPG — offering no strong steer, and the Middlesbrough win broke the near-deadlock. Middlesbrough (home/away splits) conceded 0 against a 1.00 average — tighter than their form line.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). The data earned its keep here, calling the bulk of the fixture correctly.
💡 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.