Swansea 1-2 Middlesbrough – Result & Analysis
Fixture360 only lists fixtures from a curated set of leagues, chosen specifically to keep our prediction model accurate.
Poisson rates Middlesbrough at 41% — the H2H record provides partial corroboration, though signals are mixed in this Swansea vs Middlesbrough encounter.
✍️ Match Preview
Analysis
Middlesbrough make the trip to Swansea.com Stadium to face Swansea in Championship, Regular Season - 22. The match kicks off on Saturday 16 December 2023 at 15:00 UTC.
Form
Swansea (all games): 2W 4D 4L across 10 Championship fixtures this term — 1.00 PPG. Last five: D L D W D. They are averaging 1.10 goals per game and conceding 1.50 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Swansea, so this record blends games from this season and last.
Swansea's form when playing at home: 2W 5D 3L across 10 games at Swansea.com Stadium this term (1.10 PPG). At home they are averaging 1.20 goals scored and 1.20 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.
Middlesbrough have collected 1.30 PPG across 10 Championship outings this season: 4W 1D 5L. Last five: L W L L L. They are scoring at 1.60 per game and conceding 1.60. 3 clean sheets from 10 outings suggests some defensive organisation. This season is still relatively young for Middlesbrough, so this record blends games from this season and last.
Middlesbrough away from home this season: 3W 2D 5L from 10 away games — 1.10 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 80% of their away matches — a high BTTS rate on the road that directly informs this fixture.
A near-identical PPG reading — 1.00 for Swansea, 1.30 for Middlesbrough — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
The BTTS picture is exceptionally clear (using home/away splits) — Swansea register both teams scoring in 70% of relevant games, Middlesbrough in 80%. Both sides above 70% makes BTTS Yes one of the strongest standalone angles in this fixture.
H2H Analysis
Across the last 4 meetings, Middlesbrough have the stronger historical record — 3 wins to Swansea's 0, with 1 draws in the mix.
The 4 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 11 Mar 2023, ended 1–3 with Middlesbrough winning.
It is worth noting that Middlesbrough have a superior record in this fixture despite their visitor status — 3 wins from 4 meetings. Home advantage alone is not a sufficient reason to dismiss that track record.
Trading & In-Play
Swansea — key trading statistics (67 games, 33 at home): they score before half-time in 82% of fixtures in home games; when goalless at HT, a second-half goal follows 77% of the time; BTTS occurs in 58% of their matches (home games); Over 2.5 goals lands in 58% of games (home games).
Middlesbrough — key trading statistics (67 games, 33 at away): they score before half-time in 79% of fixtures in away games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 70% of their matches (away games); Over 2.5 goals lands in 76% of games (away games); Over 3.5 in 37%.
BTTS rates are mixed from the trading data — Swansea 61% versus Middlesbrough 58%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 57% | Middlesbrough 61%).
Poisson Model
The Poisson distribution model projects Swansea 1.64 xG and Middlesbrough 1.77 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 0.901 / defence 1.039 | Middlesbrough attack 1.423 / defence 1.320. League average goals — home 1.376 / away 1.197. Middlesbrough bring a strong defensive rating of 1.320 — this is suppressing Swansea's projected output below what their attack strength alone would suggest. Middlesbrough have an above-average attack strength of 1.423 — the away xG of 1.77 is driven by genuine attacking quality on the road. Data: 67 Swansea games / 67 Middlesbrough games used (CurrentSeason).
Result probabilities: Swansea 36% | Draw 23% | Middlesbrough 41%. Fair-value odds: Swansea 2.78 | Draw 4.35 | Middlesbrough 2.44. This is a low-confidence result — no outcome exceeds 45%. The draw at 23% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 66% | BTTS probability 67% | Total xG 3.41. Over 2.5 is the model's clear signal at 66% — a total xG of 3.41 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 67% reflects that both xG figures (1.64 / 1.77) 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 41% — marginal model lean. Draw probability of 23% warrants consideration of Double Chance or Draw No Bet on Middlesbrough if the outright odds are short. The opposing side holds a 36% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.41 xG in total — Over 2.5 at 66% — reasonable confidence, supported by form averaging 3.3 goals per game.
Poisson assigns a 67% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Swansea 70% | Middlesbrough 80% BTTS from recent games.
The outsider holds a 36% 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.
🔮 Your Prediction
Sign in to submit your prediction and see how it compares to the rest of the community.
💡 Key Insights
🏟️ Match Context
• Fixture: Swansea vs Middlesbrough | Competition: Championship, Regular Season - 22 | Venue: Swansea.com Stadium • Kick-off: Saturday 16 Dec 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swansea 36% | Draw 23% | Middlesbrough 41% • Poisson goal markets: Over 2.5 66% | BTTS 67% | xG Swansea 1.64 / Middlesbrough 1.77 • Poisson strength factors: Swansea attack 0.901 / def 1.039 | Middlesbrough attack 1.423 / def 1.320 | league avg home 1.376 / away 1.197 • Poisson stance: Middlesbrough (41%) — low confidence — close contest
🧮 Prediction Model
1.64
Swansea xG
Expected Goals
1.77
Middlesbrough xG
67%
BTTS
86%
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 Swansea vs Middlesbrough kick off?
Swansea vs Middlesbrough kicked off at 15:00 on Saturday 16 December 2023 at Swansea.com Stadium.
What was the final score in Swansea vs Middlesbrough?
Swansea 1 - 2 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 - 22 fixture in the Championship (England).
Who is favourite to win Swansea vs Middlesbrough?
Our statistical model gives Swansea a 36% chance of winning, Middlesbrough a 41% chance, and a 23% chance of a draw — making Middlesbrough the favourite.
Will both teams score in Swansea vs Middlesbrough?
Our model estimates a 67% 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 66%.
What is the head-to-head record between Swansea and Middlesbrough?
Record (4 meetings): Swansea 0W | Draws 1 | Middlesbrough 3W.
What form are Swansea and Middlesbrough in?
Swansea (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.10 / GA 1.50 | L5 D-L-D-W-D. Middlesbrough (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.60 / GA 1.60 | L5 L-W-L-L-L.
🧮 Model Insight
Behind the Numbers
The model rates Swansea's attack at 0.90x the league average against Middlesbrough's defence at 1.32x — combine the two and it projects 1.64 expected goals for the hosts. Flip it around — Middlesbrough's attack (1.42x) against Swansea's defence (1.04x) — and the away total comes out at 1.77.
These ratings are built from 67/67 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 10.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-2 (8.5%), 2-1 (7.9%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Middlesbrough Win
36%
2.81
23%
4.30
41%
2.43
Top 3 Most Likely Scorelines
1 – 1
9.6%
Draw
Most likely
1 – 2
8.5%
Away win
2 – 1
7.9%
Home win
Expected Goals & Win Odds
1.64
Swansea xG
Total xG
3.41
1.77
Middlesbrough xG
2.81
36%
Home win
4.30
23%
Draw
2.43
41%
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
26%
Over 4.5
3.85
74%
Under 4.5
1.35
Match Markets
Both Teams to Score
67%
BTTS Yes
1.49
33%
BTTS No
3.04
Clean Sheet
17%
5.87
19%
5.13
Win to Nil
6%
16.50
8%
12.47
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.3 | 5.9 | 5.2 | 3.1 | 1.4 | 0.5 |
| 1 | 5.4 | 9.6 | 8.5 | 5.0 | 2.2 | 0.8 |
| 2 | 4.4 | 7.9 | 7.0 | 4.1 | 1.8 | 0.6 |
| 3 | 2.4 | 4.3 | 3.8 | 2.2 | 1.0 | 0.4 |
| 4 | 1.0 | 1.8 | 1.6 | 0.9 | 0.4 | 0.1 |
| 5 | 0.3 | 0.6 | 0.5 | 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 Swansea vs Middlesbrough?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 10.9%.
How many goals are Swansea and Middlesbrough expected to score?
The model projects 1.64 expected goals for Swansea and 1.77 for Middlesbrough, a combined total of 3.41.
How confident is the prediction model for Swansea vs Middlesbrough?
Not very — the model's leading outcome sits at just 41%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Across their last 67 outings, Swansea have picked up 1.36 PPG on a 24W 19D 24L record — D-L-D-W-D across the most recent five. The sample for Swansea is still a mix of this season and last, given how young the current campaign is.
Middlesbrough's form line: 30W 12D 25L from 67 games, 1.52 PPG, last five L-W-L-L-L. The sample for Middlesbrough is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.36 PPG for Swansea against 1.52 for Middlesbrough. Neither side arrives with a clear form advantage.
Home & Away Splits
On home soil, Swansea have posted 1.45 PPG from 33 outings (13W 9D 11L).
On the road, Middlesbrough have gone 12W 5D 16L from 33 away games — 1.24 PPG when travelling.
Scoring & Defensive Trends
Swansea are averaging 1.45 goals scored and 1.39 conceded per game recently; Middlesbrough are on 1.69 scored and 1.28 conceded.
On BTTS specifically: Swansea have seen both teams score in 61% of their recent games.
Last 67 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swansea
Blended
Middlesbrough
Blended
❓ Frequently Asked Questions
What form are Swansea and Middlesbrough in coming into this match?
Swansea have gone 24W 19D 24L in their last 67 games (1.36 PPG), while Middlesbrough have gone 30W 12D 25L in their last 67 (1.52 PPG).
Which team has the better venue record — Swansea at home or Middlesbrough away?
Swansea's home record (1.45 PPG) is the stronger of the two venue-specific splits — Swansea at home: 1.45 PPG; Middlesbrough away: 1.24 PPG.
⚔️ 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 82% of their matches. They've gone in front at half-time 42% of the time, though they've let that lead slip 18% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Middlesbrough are typically involved in an early goal — the half-time board shows at least one in 79% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 18% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Swansea 58%, Middlesbrough 70% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 58% for Swansea and 76% for Middlesbrough. Stepping up a level, Over 3.5 has also landed reasonably often — 33% and 48% respectively — worth a look for goal-hungry markets.
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?
Yes — based on recent matches, both teams have scored in 58% of Swansea's games and 70% of Middlesbrough's, a combined rate that favours BTTS Yes.
Is Swansea vs Middlesbrough usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 58% of Swansea's matches and 76% of Middlesbrough's.
Do Swansea and Middlesbrough tend to score early?
Swansea have had a goal before half-time in 82% of their recent matches, Middlesbrough in 79% — a useful reference point for first-half goal markets.
Prediction vindicated as Middlesbrough edge out Swansea 1-2.
📝 Match Report
How It Unfolded
Middlesbrough beat Swansea 1-2 at Swansea.com Stadium, Regular Season - 22, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Swansea 1.64 xG and Middlesbrough 1.77 xG, a combined 3.41. The scoreboard read 1-2 for 3 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 Swansea attack 0.90 / defence 1.04 against Middlesbrough attack 1.42 / defence 1.32, drawn from 67/67 games (CurrentSeason).
On the result, the model split it Swansea 36% | Draw 23% | Middlesbrough 41%, with Middlesbrough to win its most likely call at 41%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 66%. The game delivered 3, so it went over — in line with the projection. Over 1.5 had been 86% and landed. Over 3.5 was 44% and did not. On both teams to score, the model sat at 67% and the match saw both sides score — another call in the model's favour. Historically the two sides average 59% Over 2.5 across their same-competition games (Swansea 57%, Middlesbrough 61%), a base rate that agreed with today's over. Their combined BTTS history runs at 60%, which matched the both-scored outcome.
Trading Patterns vs Reality
Swansea's trading profile (67 games, 33 home) set some clear expectations: BTTS lands in 61% of their matches — today it did.
Middlesbrough's trading profile (67 games, 33 away) set some clear expectations: BTTS lands in 58% of their matches — today it did.
Form vs Result
The form lines were close — Swansea 1.36 PPG, Middlesbrough 1.52 PPG — offering no strong steer, and the Middlesbrough win broke the near-deadlock.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.