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Poisson model rates Swansea at 38%, yet other data sources diverge — this Swansea vs Middlesbrough fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Middlesbrough make the trip to Swansea.com Stadium to face Swansea in Championship, Regular Season - 46. The match kicks off on Saturday 1 May 2027 at 12:30 UTC.
Form
Swansea (all games): 4W 3D 3L across 10 Championship fixtures this term — 1.50 PPG. Last five: W L W D W. Offensively they are averaging 1.50 goals per game, with 1.60 conceded. 1 clean sheet 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. Swansea haven't played a Championship game yet this season, so this record is entirely from last season.
Swansea's form when playing at home: 5W 3D 2L across 10 games at Swansea.com Stadium this term (1.80 PPG). At home they are averaging 1.80 goals scored and 1.10 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Middlesbrough have collected 1.00 PPG across 10 Championship outings this season: 2W 4D 4L. Last five: W D D L L. Their scoring rate of 1.40 per game is modest, conceding 1.30 — not a side to back heavily on the Over 2.5 from their form alone. 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. Middlesbrough haven't played a Championship game yet this season, so this record is entirely from last season.
Middlesbrough away from home this season: 3W 4D 3L from 10 away games — 1.30 PPG on the road. Away from home they average 1.70 goals scored and 1.40 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
The points-per-game gap of 0.50 in Swansea's favour (1.50 vs 1.00) is a statistically meaningful difference. The hosts are the form pick here, with draw protection the sensible hedge given the away side's competitiveness.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Swansea have seen both teams score in 60% of their games, Middlesbrough in 70%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H Analysis
Across the last 10 meetings, Middlesbrough have the stronger historical record — 7 wins to Swansea's 1, with 2 draws in the mix.
The 10 previous meetings have averaged 2.2 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 6 Apr 2026, ended 2–2 with a draw.
It is worth noting that Middlesbrough have a superior record in this fixture despite their visitor status — 7 wins from 10 meetings. Home advantage alone is not a sufficient reason to dismiss that track record.
Trading & In-Play
Swansea — key trading statistics (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 93% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 61% of their matches (home games); Over 2.5 goals lands in 52% of games (home games).
Middlesbrough — key trading statistics (46 games, 23 at away): they score before half-time in 83% of fixtures in away games; when goalless at HT, a second-half goal follows 62% of the time; BTTS occurs in 65% of their matches (away games); Over 2.5 goals lands in 61% of games (away games).
BTTS rates are mixed from the trading data — Swansea 54% versus Middlesbrough 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 50% | Middlesbrough 52%).
Poisson Model
The Poisson distribution model projects Swansea 1.48 xG and Middlesbrough 1.41 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 1.061 / defence 0.990 | Middlesbrough attack 1.170 / defence 0.978. League average goals — home 1.422 / away 1.215. Data: 46 Swansea games / 46 Middlesbrough 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: Swansea 38% | Draw 28% | Middlesbrough 35%. Fair-value odds: Swansea 2.63 | Draw 3.57 | Middlesbrough 2.86. This is a low-confidence result — no outcome exceeds 45%. The draw at 28% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 55% | BTTS probability 60% | Total xG 2.88. Over 2.5 holds a meaningful probability edge at 55% — the 2.88 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 60% reflects that both xG figures (1.48 / 1.41) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
Middlesbrough lead the H2H ledger, but Swansea carry stronger current form — do not let history alone dictate your assessment.
On the Poisson output, Swansea are the pick at 38% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Swansea if the outright odds are short. The opposing side holds a 35% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.88 xG in total — Over 2.5 at 55% — reasonable confidence, supported by form averaging 3.0 goals per game.
Poisson assigns a 60% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Swansea 60% | Middlesbrough 70% BTTS from recent games.
The outsider holds a 35% 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. 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: Swansea vs Middlesbrough | Competition: Championship, Regular Season - 46 | Venue: Swansea.com Stadium • Kick-off: Saturday 1 May 2027, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
⚔️ Head-to-Head History
• Record (10 meetings): Swansea 1W | Draws 2 | Middlesbrough 7W • Goals trend: 2.20 goals/game | Total H2H goals: Swansea 7 – 15 Middlesbrough • H2H markets: BTTS 50% | Over 2.5 40% | Win rates: Swansea 10% / Draw 20% / Middlesbrough 70% • Historical edge: Middlesbrough dominant — 7W from 10 meetings (70% win rate) • H2H vs Poisson divergence: H2H favours Middlesbrough (historical win rate 70%) but Poisson model rates Swansea as more likely (home 38% / draw 28% / away 35%) — current season form and strength ratings are overriding the historical pattern • Goals: H2H average 2.20/game (40% Over 2.5 historically), Poisson total xG 2.88 (55% Over 2.5) — broadly consistent • BTTS: H2H rate 50%, Poisson probability 60% — no strong aligned signal
📈 Recent Form
• No current-season fixtures available — form shown from previous season data • Swansea (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.50 / GA 1.60 | L5 W-L-W-D-W • Middlesbrough (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.40 / GA 1.30 | L5 W-D-D-L-L • Swansea home split: 1.80 PPG from 10 | GF 1.80 / GA 1.10 | CS 3 • Middlesbrough away split: 1.30 PPG from 10 | GF 1.70 / GA 1.40 | CS 2 • Form edge: Swansea lead by 0.50 PPG (1.50 vs 1.00) • xG vs form (Swansea): Poisson projects 1.48 xG vs form scoring rate of 1.80 — model is more cautious than form; the opposition's defensive strength is tempering the scoring expectation • xG vs form (Middlesbrough): Poisson projects 1.41 xG vs form scoring rate of 1.70 — model applies a discount on visitor output; home side's defensive record is the key factor • Goals margin: form ~2.4 goals/game, Poisson xG sum 2.88 (55% Over 2.5) — no strong lean either way • BTTS: strong YES — form rates Swansea 6/10, Middlesbrough 7/10; Poisson BTTS probability 60% — all signals aligned • Form vs Poisson alignment: form and model agree on Swansea — Swansea at 38% Poisson win probability
📊 Statistical Prediction
• Poisson result probabilities: Swansea 38% | Draw 28% | Middlesbrough 35% • Poisson goal markets: Over 2.5 55% | BTTS 60% | xG Swansea 1.48 / Middlesbrough 1.41 • Poisson strength factors: Swansea attack 1.061 / def 0.990 | Middlesbrough attack 1.170 / def 0.978 | league avg home 1.422 / away 1.215 • Poisson stance: Swansea (38%) — low confidence — close contest
🎲 Betting Market Intelligence
• Odds data is not currently available for this fixture
🧮 Prediction Model
1.48
Swansea xG
Expected Goals
1.41
Middlesbrough xG
60%
BTTS
80%
Over 1.5
55%
Over 2.5
33%
Over 3.5
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❓ Frequently Asked Questions
What time does Swansea vs Middlesbrough kick off?
Swansea vs Middlesbrough is scheduled to kick off at 12:30 on Saturday 1 May 2027 at Swansea.com Stadium.
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 - 46 fixture in the Championship (England).
Who is favourite to win Swansea vs Middlesbrough?
Our statistical model gives Swansea a 38% chance of winning, Middlesbrough a 35% chance, and a 28% chance of a draw — making Swansea the favourite.
Will both teams score in Swansea vs Middlesbrough?
Our model estimates a 60% 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 55%.
What is the head-to-head record between Swansea and Middlesbrough?
• Record (10 meetings): Swansea 1W | Draws 2 | Middlesbrough 7W • Goals trend: 2.20 goals/game | Total H2H goals: Swansea 7 – 15 Middlesbrough • H2H markets: BTTS 50% | Over 2.5 40% | Win rates: Swansea 10% / Draw 20% / Middlesbrough 70% • Historical edge: Middlesbrough dominant — 7W from 10 meetings (70% win rate) • H2H vs Poisson divergence: H2H favours Middlesbrough (historical win rate 70%) but Poisson model rates Swansea as more likely (home 38% / draw 28% / away 35%) — current season form and strength ratings are overriding the historical pattern • Goals: H2H average 2.20/game (40% Over 2.5 historically), Poisson total xG 2.88 (55% Over 2.5) — broadly consistent • BTTS: H2H rate 50%, Poisson probability 60% — no strong aligned signal
What form are Swansea and Middlesbrough in?
• No current-season fixtures available — form shown from previous season data • Swansea (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.50 / GA 1.60 | L5 W-L-W-D-W • Middlesbrough (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.40 / GA 1.30 | L5 W-D-D-L-L • Swansea home split: 1.80 PPG from 10 | GF 1.80 / GA 1.10 | CS 3 • Middlesbrough away split: 1.30 PPG from 10 | GF 1.70 / GA 1.40 | CS 2 • Form edge: Swansea lead by 0.50 PPG (1.50 vs 1.00) • xG vs form (Swansea): Poisson projects 1.48 xG vs form scoring rate of 1.80 — model is more cautious than form; the opposition's defensive strength is tempering the scoring expectation • xG vs form (Middlesbrough): Poisson projects 1.41 xG vs form scoring rate of 1.70 — model applies a discount on visitor output; home side's defensive record is the key factor • Goals margin: form ~2.4 goals/game, Poisson xG sum 2.88 (55% Over 2.5) — no strong lean either way • BTTS: strong YES — form rates Swansea 6/10, Middlesbrough 7/10; Poisson BTTS probability 60% — all signals aligned • Form vs Poisson alignment: form and model agree on Swansea — Swansea at 38% Poisson win probability
What do the betting odds say about Swansea vs Middlesbrough?
• Odds data is not currently available for this fixture