Swansea 1-3 Middlesbrough – Result & Analysis
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Poisson model favours Middlesbrough (47%) — form and H2H data both point in the same direction as Swansea face Middlesbrough.
✍️ Match Preview
Analysis
Middlesbrough make the trip to Swansea.com Stadium to face Swansea in Championship, Regular Season - 36. The match kicks off on Saturday 11 March 2023 at 15:00 UTC.
Form
Swansea (all games): 2W 2D 6L across 10 Championship fixtures this term — 0.80 PPG. Last five: W L L D L. They are averaging 1.20 goals per game and conceding 1.80 — a modest attacking output that tempers optimism on the Over 2.5 market. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets.
Swansea's form when playing at home: 4W 2D 4L across 10 games at Swansea.com Stadium this term (1.40 PPG). At home they are averaging 1.90 goals scored and 1.60 conceded per game. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 1.40 is noticeably stronger than their overall 0.80 — Swansea are significantly better at Swansea.com Stadium than their overall form suggests.
Middlesbrough have collected 2.40 PPG across 10 Championship outings this season: 8W 0D 2L. Last five: W W W L W. Their attacking form is sharp — 2.30 goals per game is a high-output rate that commands respect in the goals markets. Defensively, 0.80 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 4 clean sheets in 10 outings (40%) underlines their defensive solidity.
Middlesbrough away from home this season: 7W 0D 3L from 10 away games — 2.10 PPG on the road. They are averaging 2.00 goals per away game — strong road scoring that makes them a threat even without home support. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
On a straight form reading, Middlesbrough are the stronger side — 1.60 PPG clear of the hosts (2.40 vs 0.80). Backing them with draw insurance is the conservative play if the outright away price appears short.
The BTTS picture is exceptionally clear (using home/away splits) — Swansea register both teams scoring in 70% of relevant games, Middlesbrough in 70%. Both sides above 70% makes BTTS Yes one of the strongest standalone angles in this fixture.
H2H Analysis
The head-to-head record is closely matched — Swansea lead 0W to 2W over the last 3 encounters, with 1 draws, though neither side has established a commanding advantage.
The 3 previous meetings have averaged 2.0 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 27 Aug 2022, ended 1–2 with Middlesbrough winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading & In-Play
Swansea — key trading statistics (81 games, 40 at home): they score before half-time in 68% of fixtures in home games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 55% of games (home games).
Middlesbrough — key trading statistics (81 games, 40 at away): they score before half-time in 68% of fixtures in away games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 55% of their matches (away games); Over 2.5 goals lands in 55% of games (away games).
BTTS rates are mixed from the trading data — Swansea 52% versus Middlesbrough 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 54% | Middlesbrough 49%).
Poisson Model
The Poisson distribution model projects Swansea 1.61 xG and Middlesbrough 1.99 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: Swansea attack 1.151 / defence 1.351 | Middlesbrough attack 1.368 / defence 1.107. League average goals — home 1.263 / away 1.078. Middlesbrough have an above-average attack strength of 1.368 — the away xG of 1.99 is driven by genuine attacking quality on the road. Data: 81 Swansea games / 81 Middlesbrough games used (CurrentSeason).
Result probabilities: Swansea 31% | Draw 22% | Middlesbrough 47%. Fair-value odds: Swansea 3.23 | Draw 4.55 | Middlesbrough 2.13. Middlesbrough hold a narrow Poisson edge at 47% — the draw (22%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 70% | BTTS probability 69% | Total xG 3.60. Over 2.5 is the model's clear signal at 70% — a total xG of 3.60 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 (1.61 / 1.99) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
On the Poisson output, Middlesbrough are the pick at 47% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 22% warrants consideration of Double Chance or Draw No Bet on Middlesbrough if the outright odds are short. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.60 xG in total — Over 2.5 at 70% — reasonable confidence, supported by form averaging 3.4 goals per game.
Poisson assigns a 69% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Swansea 70% | Middlesbrough 70% BTTS from recent games.
The outsider holds a 31% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Swansea vs Middlesbrough | Competition: Championship, Regular Season - 36 | Venue: Swansea.com Stadium • Kick-off: Saturday 11 Mar 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swansea 31% | Draw 22% | Middlesbrough 47% • Poisson goal markets: Over 2.5 70% | BTTS 69% | xG Swansea 1.61 / Middlesbrough 1.99 • Poisson strength factors: Swansea attack 1.151 / def 1.351 | Middlesbrough attack 1.368 / def 1.107 | league avg home 1.263 / away 1.078 • Poisson stance: Middlesbrough (47%) — moderate lean
🧮 Prediction Model
1.61
Swansea xG
Expected Goals
1.99
Middlesbrough xG
69%
BTTS
88%
Over 1.5
70%
Over 2.5
49%
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 Swansea vs Middlesbrough kick off?
Swansea vs Middlesbrough kicked off at 15:00 on Saturday 11 March 2023 at Swansea.com Stadium.
What was the final score in Swansea vs Middlesbrough?
Swansea 1 - 3 Middlesbrough.
Where is Swansea vs Middlesbrough being played?
The match is being played at Swansea.com Stadium.
What competition is Swansea vs Middlesbrough part of?
Swansea vs Middlesbrough is a Regular Season - 36 fixture in the Championship (England).
Who is favourite to win Swansea vs Middlesbrough?
Our statistical model gives Swansea a 31% chance of winning, Middlesbrough a 47% chance, and a 22% chance of a draw — making Middlesbrough the favourite.
Will both teams score in Swansea vs Middlesbrough?
Our model estimates a 69% probability that both Swansea and Middlesbrough will score (BTTS).
Will Swansea vs Middlesbrough have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 70%.
What is the head-to-head record between Swansea and Middlesbrough?
Record (3 meetings): Swansea 0W | Draws 1 | Middlesbrough 2W.
What form are Swansea and Middlesbrough in?
Swansea (all comps): 2W-2D-6L in 10 | 0.80 PPG | GF 1.20 / GA 1.80 | L5 W-L-L-D-L. Middlesbrough (all comps): 8W-0D-2L in 10 | 2.40 PPG | GF 2.30 / GA 0.80 | L5 W-W-W-L-W.
🧮 Model Insight
Behind the Numbers
The model rates Swansea's attack at 1.15x the league average against Middlesbrough's defence at 1.11x — combine the two and it projects 1.61 expected goals for the hosts. Flip it around — Middlesbrough's attack (1.37x) against Swansea's defence (1.35x) — and the away total comes out at 1.99.
These ratings are built from 81/81 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 9.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-2 (8.7%), 2-1 (7.0%). Together the top three scorelines make up 26% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Middlesbrough Win
31%
3.19
22%
4.55
47%
2.14
Top 3 Most Likely Scorelines
1 – 1
8.7%
Draw
Most likely
1 – 2
8.7%
Away win
2 – 1
7.0%
Home win
Expected Goals & Win Odds
1.61
Swansea xG
Total xG
3.60
1.99
Middlesbrough xG
3.19
31%
Home win
4.55
22%
Draw
2.14
47%
Away win
Goals Markets
87%
Over 1.5
1.15
13%
Under 1.5
7.69
70%
Over 2.5
1.43
30%
Under 2.5
3.33
49%
Over 3.5
2.04
51%
Under 3.5
1.96
29%
Over 4.5
3.45
71%
Under 4.5
1.41
Match Markets
Both Teams to Score
69%
BTTS Yes
1.44
31%
BTTS No
3.26
Clean Sheet
14%
7.33
20%
5.00
Win to Nil
4%
23.42
9%
10.71
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 2.7 | 5.4 | 5.4 | 3.6 | 1.8 | 0.7 |
| 1 | 4.4 | 8.7 | 8.7 | 5.8 | 2.9 | 1.1 |
| 2 | 3.5 | 7.0 | 7.0 | 4.7 | 2.3 | 0.9 |
| 3 | 1.9 | 3.8 | 3.8 | 2.5 | 1.2 | 0.5 |
| 4 | 0.8 | 1.5 | 1.5 | 1.0 | 0.5 | 0.2 |
| 5 | 0.2 | 0.5 | 0.5 | 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 Swansea vs Middlesbrough?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 9.9%.
How many goals are Swansea and Middlesbrough expected to score?
The model projects 1.61 expected goals for Swansea and 1.99 for Middlesbrough, a combined total of 3.60.
How confident is the prediction model for Swansea vs Middlesbrough?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Across their last 81 outings, Swansea have picked up 1.28 PPG on a 27W 23D 31L record — W-L-L-D-L across the most recent five.
Middlesbrough's form line: 38W 16D 27L from 81 games, 1.60 PPG, last five W-W-W-L-W.
There isn't much between them on recent form — 1.28 PPG for Swansea against 1.60 for Middlesbrough. Neither side arrives with a clear form advantage.
Home & Away Splits
On home soil, Swansea have posted 1.48 PPG from 40 outings (16W 11D 13L).
On the road, Middlesbrough have gone 14W 8D 18L from 40 away games — 1.25 PPG when travelling.
Scoring & Defensive Trends
Swansea are averaging 1.30 goals scored and 1.48 conceded per game recently; Middlesbrough are on 1.48 scored and 1.11 conceded.
Last 81 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swansea
Current Season
Middlesbrough
Current Season
❓ Frequently Asked Questions
What form are Swansea and Middlesbrough in coming into this match?
Swansea have gone 27W 23D 31L in their last 81 games (1.28 PPG), while Middlesbrough have gone 38W 16D 27L in their last 81 (1.60 PPG).
Which team has the better venue record — Swansea at home or Middlesbrough away?
Swansea's home record (1.48 PPG) is the stronger of the two venue-specific splits — Swansea at home: 1.48 PPG; Middlesbrough away: 1.25 PPG.
Have Swansea or Middlesbrough been keeping clean sheets recently?
Swansea have kept a clean sheet in 27% of their recent games, Middlesbrough in 31%.
⚔️ 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 3 months ago.
Records & Recent Trends
Specifically as hosts in this fixture, Swansea have gone 1W 2D 2L from 5 meetings on their own ground against Middlesbrough — worth weighing alongside the overall series record.
Last 10 Meetings
1
Swansea
2
Draws
7
Middlesbrough
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Swansea and Middlesbrough?
From 10 meetings on record, Swansea have won 1, Middlesbrough have won 7, and 2 have been drawn.
When did Swansea and Middlesbrough last play each other?
They last met on 6 April 2026, when Swansea 2-2 Middlesbrough.
Who has won more matches between Swansea and Middlesbrough?
Middlesbrough have the better head-to-head record, with 7 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
Swansea are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 40% of the time.
Middlesbrough are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 25% of the time.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Swansea 52%, Middlesbrough 55% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 55% (Swansea) and 55% (Middlesbrough). Stepping up a level, Over 3.5 has also landed reasonably often — 32% and 35% respectively — worth a look for goal-hungry markets.
On the defensive side: Swansea keep a clean sheet in 32% of their matches; Middlesbrough in 32%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swansea home games / Middlesbrough away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Swansea play Middlesbrough?
Not especially — both teams scoring has occurred in only 52% of Swansea's recent matches and 55% of Middlesbrough's, a rate that leans toward BTTS No.
Is Swansea vs Middlesbrough usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 55% of Swansea's matches and 55% of Middlesbrough's.
Do Swansea and Middlesbrough tend to score early?
Swansea have had a goal before half-time in 68% of their recent matches, Middlesbrough in 68% — a useful reference point for first-half goal markets.
Middlesbrough cruise to a comfortable 1-3 victory over Swansea.
📝 Match Report
How It Unfolded
Middlesbrough beat Swansea 1-3 at Swansea.com Stadium, Regular Season - 36, in the Championship. 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 Swansea 1.61 xG and Middlesbrough 1.99 xG, a combined 3.60. The scoreboard read 1-3 for 4 actual goals. Middlesbrough outscored their 1.99 projection by 1.0. Those figures were built on strength ratings of Swansea attack 1.15 / defence 1.35 against Middlesbrough attack 1.37 / defence 1.11, drawn from 81/81 games (CurrentSeason).
On the result, the model split it Swansea 31% | Draw 22% | Middlesbrough 47%, with Middlesbrough to win its most likely call at 47%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 70%. The game delivered 4, so it went over — a call the model got right. Over 1.5 had been 88% and landed. Over 3.5 was 49% 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 52% Over 2.5 across their same-competition games (Swansea 54%, Middlesbrough 49%), a base rate that agreed with today's over. Their combined BTTS history runs at 52%, which matched the both-scored outcome.
Trading Patterns vs Reality
Swansea's trading profile (81 games, 40 home) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Middlesbrough's trading profile (81 games, 40 away) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 31% of the time, and conceded here.
Form vs Result
The form lines were close — Swansea 1.28 PPG, Middlesbrough 1.60 PPG — offering no strong steer, and the Middlesbrough win broke the near-deadlock. Swansea (home/away splits) shipped 3 against a 1.30 concession average — a leakier day than usual. Middlesbrough (home/away splits) scored 3 against a 1.35 average — above their attacking norm.
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 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.