Stoke City 1-1 Swansea – Result & Analysis
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Poisson model rates Swansea at 48%, yet other data sources diverge — this Stoke City vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Analysis & Preview
A Championship encounter, Regular Season - 21 sees Swansea travel to bet365 Stadium to take on Stoke City. The game is scheduled for Tuesday 12 December 2023, 19:45 UTC.
Form Analysis
Looking at all fixtures this season, Stoke City stand at 3W 2D 5L from 10 Championship matches — 1.10 PPG. Last five: D L L L L. They are averaging 0.80 goals per game and conceding 1.30 — a modest attacking output that tempers optimism on the Over 2.5 market. 4 clean sheets in 10 games (40%) reflects a solid defensive base. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. This season is still relatively young for Stoke City, so this record blends games from this season and last.
In front of their own supporters this season, Stoke City have posted 4W 1D 5L at bet365 Stadium — 1.30 PPG. At home they are averaging 0.90 goals scored and 1.20 conceded per game. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Swansea — All Games: 3W 3D 4L from 10 Championship fixtures this season — 1.20 PPG. Last five: L D L D W. Their scoring rate of 1.30 per game is modest, conceding 1.50 — 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 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Swansea, so this record blends games from this season and last.
Swansea's form when playing away from home: 4W 1D 5L across 10 road games this term (1.30 PPG). Away from home they average 1.60 goals scored and 1.60 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 form figures are too closely matched to derive a directional pick: Stoke City 1.10 PPG, Swansea 1.20 PPG. Look to other data sets to build the analysis.
H2H Record
The fixture history tells a clear story: Stoke City have dominated this rivalry, winning 3 of 4 past contests while Swansea have managed just 0 wins.
Goals have been a feature of this fixture. The last 4 meetings have averaged 3.2 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 21 Feb 2023, ended 3–1 with Stoke City winning.
From a betting standpoint, the H2H backs both Stoke City and goals. The home side's 3 wins from 4 meetings, combined with an average of 3.2 goals per game, gives the home win and Over 2.5 combination a historically grounded case.
In-Play Data
Stoke City trading profile (66 games, 33 at home): they score before half-time in 64% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 33% of their matches (home games); Over 2.5 goals lands in 42% of games (home games); they fail to score in 42% of games.
Swansea trading profile (66 games, 33 at away): they score before half-time in 82% of fixtures in away games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 64% of their matches (away games); Over 2.5 goals lands in 58% of games (away games).
BTTS rates are mixed from the trading data — Stoke City 39% versus Swansea 61%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Stoke City 42% | Swansea 58%).
Poisson Model
The Poisson distribution model projects Stoke City 0.94 xG and Swansea 1.45 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: Stoke City attack 0.663 / defence 1.076 | Swansea attack 1.139 / defence 1.017. League average goals — home 1.394 / away 1.179. Stoke City's attack strength of 0.663 is below the league average — the 0.94 xG projection reflects a team that scores at a discount to the division norm. Data: 66 Stoke City games / 66 Swansea games used (CurrentSeason).
Result probabilities: Stoke City 24% | Draw 28% | Swansea 48%. Fair-value odds: Stoke City 4.17 | Draw 3.57 | Swansea 2.08. Swansea hold a narrow Poisson edge at 48% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 43% | BTTS probability 47% | Total xG 2.38. Under 2.5 has a narrow probability edge at 57% — total xG of 2.38 is below the line but not decisively so. BTTS probability of 47% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Swansea as the most likely outcome at 48% — moderate model lean. With a 28% draw probability, Draw No Bet on Swansea offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.38 combined xG gives a 43% probability to Under 2.5 — Poisson-only — limited corroboration — though H2H averaging only 3.2 goals per meeting points in the other direction.
Poisson assigns a 47% probability to BTTS No based on the attack/defence strength model. Form rates are neutral: Stoke City 30% | Swansea 70%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Swansea | Competition: Championship, Regular Season - 21 | Venue: bet365 Stadium • Kick-off: Tuesday 12 Dec 2023, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 24% | Draw 28% | Swansea 48% • Poisson goal markets: Over 2.5 43% | BTTS 47% | xG Stoke City 0.94 / Swansea 1.45 • Poisson strength factors: Stoke City attack 0.663 / def 1.076 | Swansea attack 1.139 / def 1.017 | league avg home 1.394 / away 1.179 • Poisson stance: Swansea (48%) — moderate lean
🧮 Prediction Model
0.94
Stoke City xG
Expected Goals
1.45
Swansea xG
47%
BTTS
69%
Over 1.5
43%
Over 2.5
22%
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 Stoke City vs Swansea kick off?
Stoke City vs Swansea kicked off at 19:45 on Tuesday 12 December 2023 at bet365 Stadium.
What was the final score in Stoke City vs Swansea?
Stoke City 1 - 1 Swansea.
Where is Stoke City vs Swansea being played?
The match is being played at bet365 Stadium.
What competition is Stoke City vs Swansea part of?
Stoke City vs Swansea is a Regular Season - 21 fixture in the Championship (England).
Who is favourite to win Stoke City vs Swansea?
Our statistical model gives Stoke City a 24% chance of winning, Swansea a 48% chance, and a 28% chance of a draw — making Swansea the favourite.
Will both teams score in Stoke City vs Swansea?
Our model estimates a 47% probability that both Stoke City and Swansea will score (BTTS).
Will Stoke City vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 43%.
What is the head-to-head record between Stoke City and Swansea?
Record (4 meetings): Stoke City 3W | Draws 1 | Swansea 0W.
What form are Stoke City and Swansea in?
Stoke City (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 0.80 / GA 1.30 | L5 D-L-L-L-L. Swansea (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.30 / GA 1.50 | L5 L-D-L-D-W.
🧮 Model Insight
Model Mechanics
The model rates Stoke City's attack at 0.66x the league average against Swansea's defence at 1.02x — combine the two and it projects 0.94 expected goals for the hosts. The same calculation in reverse, Swansea's attack versus Stoke City's defence, projects 1.45 expected goals for the visitors.
These ratings are built from 66/66 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 14.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (11.7%), 0-0 (10.8%). Those top three scorelines alone account for 37% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Swansea Win
24%
4.15
28%
3.63
48%
2.07
Top 3 Most Likely Scorelines
0 – 1
13.3%
Away win
Most likely
1 – 1
12.5%
Draw
0 – 2
9.6%
Away win
Expected Goals & Win Odds
0.94
Stoke City xG
Total xG
2.38
1.45
Swansea xG
4.15
24%
Home win
3.63
28%
Draw
2.07
48%
Away win
Goals Markets
69%
Over 1.5
1.45
31%
Under 1.5
3.23
43%
Over 2.5
2.33
57%
Under 2.5
1.75
22%
Over 3.5
4.55
78%
Under 3.5
1.28
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
47%
BTTS Yes
2.13
53%
BTTS No
1.89
Clean Sheet
24%
4.24
39%
2.56
Win to Nil
6%
17.62
19%
5.29
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.2 | 13.3 | 9.6 | 4.6 | 1.7 | 0.5 |
| 1 | 8.7 | 12.5 | 9.0 | 4.4 | 1.6 | 0.5 |
| 2 | 4.1 | 5.9 | 4.2 | 2.0 | 0.7 | 0.2 |
| 3 | 1.3 | 1.8 | 1.3 | 0.6 | 0.2 | 0.1 |
| 4 | 0.3 | 0.4 | 0.3 | 0.2 | 0.1 | – |
| 5 | 0.1 | 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 Stoke City vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.1%.
How many goals are Stoke City and Swansea expected to score?
The model projects 0.94 expected goals for Stoke City and 1.45 for Swansea, a combined total of 2.38.
How confident is the prediction model for Stoke City vs Swansea?
Not very — the model's leading outcome sits at just 48%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Across their last 66 outings, Stoke City have picked up 1.12 PPG on a 20W 14D 32L record — D-L-L-L-L across the most recent five. The sample for Stoke City is still a mix of this season and last, given how young the current campaign is.
Swansea's form line: 24W 18D 24L from 66 games, 1.36 PPG, last five L-D-L-D-W. The sample for Swansea is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Stoke City on 1.12 PPG, Swansea on 1.36. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
On home soil, Stoke City have posted 1.09 PPG from 33 outings (10W 6D 17L).
On the road, Swansea have gone 11W 9D 13L from 33 away games — 1.27 PPG when travelling.
The Goals Picture
Stoke City are averaging 1.12 goals scored and 1.24 conceded per game recently; Swansea are on 1.45 scored and 1.39 conceded.
On BTTS specifically: Swansea in 61%.
Last 66 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Blended
Swansea
Blended
❓ Frequently Asked Questions
What form are Stoke City and Swansea in coming into this match?
Stoke City have gone 20W 14D 32L in their last 66 games (1.12 PPG), while Swansea have gone 24W 18D 24L in their last 66 (1.36 PPG).
Which team has the better venue record — Stoke City at home or Swansea away?
Swansea's away record (1.27 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.09 PPG; Swansea away: 1.27 PPG.
⚔️ Rivalry Insight
A Look Back
The fixture history between Stoke City and Swansea runs to 10 recorded meetings, the earliest dating back to August 2021. Every recorded meeting has come in Championship. They last met on 7 March 2026, roughly 5 months ago.
Digging Into the Numbers
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.
Stoke City's record when hosting Swansea specifically: 3W 2D 0L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
5
Stoke City
3
Draws
2
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Stoke City and Swansea?
From 10 meetings on record, Stoke City have won 5, Swansea have won 2, and 3 have been drawn.
When did Stoke City and Swansea last play each other?
They last met on 7 March 2026, when Swansea 2-0 Stoke City.
Who has won more matches between Stoke City and Swansea?
Stoke City have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
Half-Time Trends
Stoke City are typically involved in an early goal — the half-time board shows at least one in 64% of their matches. They've gone in front at half-time 30% of the time.
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 33% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 15% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Stoke City 33%, Swansea 64% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 42% (Stoke City) and 58% (Swansea).
On the defensive side: Stoke City have failed to score in 48% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Stoke City 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 Stoke City play Swansea?
Not especially — both teams scoring has occurred in only 33% of Stoke City's recent matches and 64% of Swansea's, a rate that leans toward BTTS No.
Is Stoke City vs Swansea usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 42% of Stoke City's recent games and 58% of Swansea's, pointing to a tighter contest.
Do Stoke City and Swansea tend to score early?
Stoke City have had a goal before half-time in 64% of their recent matches, Swansea in 82% — a useful reference point for first-half goal markets.
Stoke City and Swansea share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
Stoke City and Swansea finished level at 1-1 at bet365 Stadium, Regular Season - 21, 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 Stoke City 0.94 xG and Swansea 1.45 xG, a combined 2.38. The scoreboard read 1-1 for 2 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 Stoke City attack 0.66 / defence 1.08 against Swansea attack 1.14 / defence 1.02, drawn from 66/66 games (CurrentSeason).
On the result, the model split it Stoke City 24% | Draw 28% | Swansea 48%, with Swansea to win its most likely call at 48%. The actual draw had been the model's second-ranked read at 28%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 43%. The game delivered 2, so it stayed under — a call the model got right. Over 1.5 had been 69% and landed. On both teams to score, the model sat at 47% and the match saw both sides score — a miss on BTTS. Historically the two sides average 50% Over 2.5 across their same-competition games (Stoke City 42%, Swansea 58%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 50%, which matched the both-scored outcome.
Trading Patterns vs Reality
Stoke City's trading profile (66 games, 33 home) set some clear expectations: BTTS lands in 39% of their matches — today it did.
Swansea's trading profile (66 games, 33 away) set some clear expectations: BTTS lands in 61% of their matches — today it did.
Form vs Result
The form lines were close — Stoke City 1.12 PPG, Swansea 1.36 PPG — offering no strong steer, and the draw fit that even billing.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (miss). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.