Swansea 3-0 Stoke City – Result & Analysis
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Poisson rates Stoke City at 41% — the H2H record provides partial corroboration, though signals are mixed in this Swansea vs Stoke City encounter.
✍️ Match Preview
Match Analysis
Swansea host Stoke City at Swansea.com Stadium in Championship, Regular Season - 42. Kick-off is scheduled for Wednesday 10 April 2024 at 20:00 UTC.
Form Analysis
Looking at all fixtures this season, Swansea stand at 3W 2D 5L from 10 Championship matches — 1.10 PPG. Last five: L W D L L. They are averaging 0.90 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings provides some defensive foundation.
Swansea's form when playing at home: 4W 0D 6L across 10 games at Swansea.com Stadium this term (1.20 PPG). At home they are averaging 1.00 goals scored and 1.50 conceded per game.
Across all Championship games this season, Stoke City have recorded 4W 2D 4L from 10 outings — 1.40 PPG. Last five: W L W D D. Their scoring rate of 1.10 per game is modest, conceding 1.10 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings suggests some defensive organisation.
Stoke City's away record: 4W 2D 4L from 10 road trips in Championship this season (1.40 PPG). Away from home they average 1.30 goals scored and 1.30 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.
There is minimal separation in the form figures — Swansea at 1.10 PPG versus Stoke City's 1.40. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
Head to Head
Despite the anticipated home advantage, Stoke City have the better historical record — 3 wins from 5 previous contests against 0 for Swansea.
The 5 previous encounters between these sides have been high-scoring affairs — 3.0 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 12 Dec 2023, ended 1–1 with a draw.
The H2H provides genuine backing for the away side. Stoke City have won 3 of 5 previous encounters, and at 3.0 goals per game, the goals market also points upward. The away win and Over 2.5 combination has a historical case worth noting.
In-Play Profile
Swansea in-play tendencies (87 games, 43 at home): they score before half-time in 79% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 56% of their matches (home games); Over 2.5 goals lands in 58% of games (home games).
Stoke City in-play tendencies (87 games, 43 at away): they score before half-time in 79% of fixtures in away games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 51% of their matches (away games); Over 2.5 goals lands in 44% of games (away games); they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Swansea 60% versus Stoke City 42%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 56% | Stoke City 42%).
Poisson Model
The Poisson distribution model projects Swansea 1.17 xG and Stoke City 1.35 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 0.853 / defence 1.123 | Stoke City attack 1.020 / defence 1.029. League average goals — home 1.335 / away 1.181. Data: 87 Swansea games / 87 Stoke City games used (CurrentSeason).
Result probabilities: Swansea 32% | Draw 27% | Stoke City 41%. Fair-value odds: Swansea 3.12 | Draw 3.70 | Stoke City 2.44. This is a low-confidence result — no outcome exceeds 45%. The draw at 27% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 46% | BTTS probability 51% | Total xG 2.52. Over/Under 2.5 is close to a coin-flip at 46%/54% — the total xG of 2.52 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 51% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Stoke City are the pick at 41% — marginal model lean. With a 27% draw probability, Draw No Bet on Stoke City offers a more defensible entry point than the straight win. The opposing side holds a 32% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.52 xG in total — Under 2.5 at 46% — Poisson-only — limited corroboration confidence — though H2H averaging only 3.0 goals per meeting points in the other direction.
On the BTTS market, Poisson puts 51% on Yes. Form rates corroborate: Swansea 50% | Stoke City 70% BTTS from recent games.
The outsider holds a 32% 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 Stoke City | Competition: Championship, Regular Season - 42 | Venue: Swansea.com Stadium • Kick-off: Wednesday 10 Apr 2024, 20:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swansea 32% | Draw 27% | Stoke City 41% • Poisson goal markets: Over 2.5 46% | BTTS 51% | xG Swansea 1.17 / Stoke City 1.35 • Poisson strength factors: Swansea attack 0.853 / def 1.123 | Stoke City attack 1.020 / def 1.029 | league avg home 1.335 / away 1.181 • Poisson stance: Stoke City (41%) — low confidence — close contest
🧮 Prediction Model
1.17
Swansea xG
Expected Goals
1.35
Stoke City xG
51%
BTTS
72%
Over 1.5
46%
Over 2.5
25%
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 Stoke City kick off?
Swansea vs Stoke City kicked off at 20:00 on Wednesday 10 April 2024 at Swansea.com Stadium.
What was the final score in Swansea vs Stoke City?
Swansea 3 - 0 Stoke City.
Where is Swansea vs Stoke City being played?
The match is being played at Swansea.com Stadium.
What competition is Swansea vs Stoke City part of?
Swansea vs Stoke City is a Regular Season - 42 fixture in the Championship (England).
Who is favourite to win Swansea vs Stoke City?
Our statistical model gives Swansea a 32% chance of winning, Stoke City a 41% chance, and a 27% chance of a draw — making Stoke City the favourite.
Will both teams score in Swansea vs Stoke City?
Our model estimates a 51% probability that both Swansea and Stoke City will score (BTTS).
Will Swansea vs Stoke City have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 46%.
What is the head-to-head record between Swansea and Stoke City?
Record (5 meetings): Swansea 0W | Draws 2 | Stoke City 3W.
What form are Swansea and Stoke City in?
Swansea (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 0.90 / GA 1.40 | L5 L-W-D-L-L. Stoke City (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.10 / GA 1.10 | L5 W-L-W-D-D.
🧮 Model Insight
How the Model Works This Match
Working from Swansea's attack rating (0.85) and Stoke City's defence rating (1.03), the model arrives at 1.17 expected goals for the home side. The same calculation in reverse, Stoke City's attack versus Swansea's defence, projects 1.35 expected goals for the visitors.
These ratings are built from 87/87 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 14.3%. Close behind: 0-0 (9.7%), 0-1 (9.2%). Those top three scorelines alone account for 33% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
32%
3.09
27%
3.74
41%
2.44
Top 3 Most Likely Scorelines
1 – 1
12.7%
Draw
Most likely
0 – 1
10.8%
Away win
1 – 0
9.4%
Home win
Expected Goals & Win Odds
1.17
Swansea xG
Total xG
2.52
1.35
Stoke City xG
3.09
32%
Home win
3.74
27%
Draw
2.44
41%
Away win
Goals Markets
72%
Over 1.5
1.39
28%
Under 1.5
3.57
46%
Over 2.5
2.17
54%
Under 2.5
1.85
25%
Over 3.5
4.00
75%
Under 3.5
1.33
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
51%
BTTS Yes
1.95
49%
BTTS No
2.05
Clean Sheet
26%
3.87
31%
3.23
Win to Nil
8%
11.94
13%
7.89
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.0 | 10.8 | 7.3 | 3.3 | 1.1 | 0.3 |
| 1 | 9.4 | 12.7 | 8.6 | 3.9 | 1.3 | 0.4 |
| 2 | 5.5 | 7.4 | 5.0 | 2.3 | 0.8 | 0.2 |
| 3 | 2.2 | 2.9 | 2.0 | 0.9 | 0.3 | 0.1 |
| 4 | 0.6 | 0.9 | 0.6 | 0.3 | 0.1 | – |
| 5 | 0.1 | 0.2 | 0.1 | 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 Stoke City?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.3%.
How many goals are Swansea and Stoke City expected to score?
The model projects 1.17 expected goals for Swansea and 1.35 for Stoke City, a combined total of 2.52.
How confident is the prediction model for Swansea vs Stoke City?
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
Form at a Glance
Across their last 87 outings, Swansea have picked up 1.30 PPG on a 30W 23D 34L record — L-W-D-L-L across the most recent five.
Stoke City's form line: 26W 21D 40L from 87 games, 1.14 PPG, last five W-L-W-D-D.
Form-wise this is close to level: Swansea on 1.30 PPG, Stoke City on 1.14. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Swansea have posted 1.40 PPG from 43 outings (17W 9D 17L).
On the road, Stoke City have gone 14W 10D 19L from 43 away games — 1.21 PPG when travelling.
Goals in Recent Form
Swansea are averaging 1.34 goals scored and 1.45 conceded per game recently; Stoke City are on 1.09 scored and 1.26 conceded.
Last 87 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swansea
Current Season
Stoke City
Current Season
❓ Frequently Asked Questions
What form are Swansea and Stoke City in coming into this match?
Swansea have gone 30W 23D 34L in their last 87 games (1.30 PPG), while Stoke City have gone 26W 21D 40L in their last 87 (1.14 PPG).
Which team has the better venue record — Swansea at home or Stoke City away?
Swansea's home record (1.40 PPG) is the stronger of the two venue-specific splits — Swansea at home: 1.40 PPG; Stoke City away: 1.21 PPG.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to August 2021. Every recorded meeting has come in Championship. They last met on 7 March 2026, roughly 5 months ago.
Streaks & Records
The biggest gap between the sides came on 8 Feb 2022, when Stoke City won 3-0 — the largest margin of victory on record between these two.
Swansea's record when hosting Stoke City specifically: 2W 1D 2L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
2
Swansea
3
Draws
5
Stoke City
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Swansea and Stoke City?
From 10 meetings on record, Swansea have won 2, Stoke City have won 5, and 3 have been drawn.
When did Swansea and Stoke City last play each other?
They last met on 7 March 2026, when Swansea 2-0 Stoke City.
Who has won more matches between Swansea and Stoke City?
Stoke City have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
First-Half Patterns
Swansea are typically involved in an early goal — the half-time board shows at least one in 79% of their matches. They've gone in front at half-time 37% of the time.
Stoke City are typically involved in an early goal — the half-time board shows at least one in 79% of their matches.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Swansea 56%, Stoke City 51% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 58% (Swansea) and 44% (Stoke City).
On the defensive side: Stoke City in 30%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swansea home games / Stoke City away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Swansea play Stoke City?
Not especially — both teams scoring has occurred in only 56% of Swansea's recent matches and 51% of Stoke City's, a rate that leans toward BTTS No.
Is Swansea vs Stoke City usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 58% of Swansea's recent games and 44% of Stoke City's, pointing to a tighter contest.
Do Swansea and Stoke City tend to score early?
Swansea have had a goal before half-time in 79% of their recent matches, Stoke City in 79% — a useful reference point for first-half goal markets.
Dominant Swansea run riot with a 3-0 hammering of Stoke City.
📝 Match Report
How It Unfolded
Swansea beat Stoke City 3-0 at Swansea.com Stadium, Regular Season - 42, 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 Swansea 1.17 xG and Stoke City 1.35 xG, a combined 2.52. The scoreboard read 3-0 for 3 actual goals. Swansea beat their projection by 1.8 — clinical relative to the chances the model priced in. Stoke City landed 1.4 under their projected return. Those figures were built on strength ratings of Swansea attack 0.85 / defence 1.12 against Stoke City attack 1.02 / defence 1.03, drawn from 87/87 games (CurrentSeason).
On the result, the model split it Swansea 32% | Draw 27% | Stoke City 41%, with Stoke City to win its most likely call at 41%. The actual Swansea win had been the model's second-ranked read at 32%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 46%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 72% and landed. On both teams to score, the model sat at 51% and the match did not — a miss on BTTS. Historically the two sides average 49% Over 2.5 across their same-competition games (Swansea 56%, Stoke City 42%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 51%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Swansea's trading profile (87 games, 43 home) set some clear expectations: BTTS lands in 60% of their matches — today it did not.
Stoke City's trading profile (87 games, 43 away) set some clear expectations: BTTS lands in 42% of their matches — today it did not; they fail to score in 39% of games, a blank that repeated today.
Form vs Result
The form lines were close — Swansea 1.30 PPG, Stoke City 1.14 PPG — offering no strong steer, and the Swansea win broke the near-deadlock. Swansea (home/away splits) scored 3 against a 1.40 average — above their attacking norm and conceded 0 against a 1.37 average — tighter than their form line. Stoke City (home/away splits) managed 0 against a 1.23 scoring average — below par going forward and shipped 3 against a 1.30 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 0 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.