Coventry 1-2 Swansea – Result & Analysis
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Poisson model rates Coventry at 42%, yet in-form Swansea provide a compelling counter-argument — this Coventry vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
The Coventry Building Society Arena plays host to Coventry versus Swansea in Championship, Regular Season - 6. Kick-off: Saturday 21 September 2024 at 15:00 UTC.
Form & Momentum
Coventry have collected 0.60 PPG across 10 Championship outings this season: 1W 3D 6L. Last five: L W D L D. They are averaging 0.90 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. Coventry have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
At home at The Coventry Building Society Arena, Coventry have gone 4W 0D 6L this season (10 games, 1.20 PPG). At home they are averaging 1.70 goals scored and 1.70 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 1.20 is noticeably stronger than their overall 0.60 — Coventry are significantly better at The Coventry Building Society Arena than their overall form suggests.
Swansea's overall Championship record this term: 5W 2D 3L from 10 games (1.70 PPG). Last five: L W D L W. They are scoring at 1.50 per game and conceding 0.60. Defensively, 0.60 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. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in only 20% of their fixtures — a very low rate that strongly backs BTTS No. Swansea have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Swansea's away record: 3W 3D 4L from 10 road trips in Championship this season (1.20 PPG). Away from home they average 1.10 goals scored and 1.00 conceded per game. Their away PPG of 1.20 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Swansea arrive in superior form — a 1.10 PPG advantage (1.70 vs 0.60) that offsets much of the home-ground benefit. The away side are the form pick, with draw protection the sensible way to manage the home-field uncertainty.
H2H History
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 6 meetings: Coventry 0W, Swansea 2W, 4D.
Attacking output has been a hallmark of this fixture. At 3.2 goals per game across 6 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 29 Dec 2023, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.2 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Coventry — key trading statistics (51 games, 25 at home): they score before half-time in 76% of fixtures in home games; when goalless at HT, a second-half goal follows 80% of the time; BTTS occurs in 56% of their matches (home games); Over 2.5 goals lands in 56% of games (home games).
Swansea — key trading statistics (51 games, 25 at away): they score before half-time in 84% of fixtures in away games; when goalless at HT, a second-half goal follows 91% of the time; BTTS occurs in 60% of their matches (away games); Over 2.5 goals lands in 56% of games (away games).
BTTS rates are mixed from the trading data — Coventry 63% versus Swansea 55%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Coventry 59% | Swansea 53%).
Poisson Model
The Poisson distribution model projects Coventry 1.34 xG and Swansea 1.13 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: Coventry attack 1.015 / defence 1.163 | Swansea attack 0.868 / defence 0.945. League average goals — home 1.398 / away 1.118. Data: 51 Coventry games / 51 Swansea games used (CurrentSeason).
Result probabilities: Coventry 42% | Draw 27% | Swansea 31%. Fair-value odds: Coventry 2.38 | Draw 3.70 | Swansea 3.23. 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 45% | BTTS probability 50% | Total xG 2.47. Under 2.5 has a narrow probability edge at 55% — total xG of 2.47 is below the line but not decisively so. BTTS probability of 50% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Coventry are the pick at 42% — marginal model lean. Note a divergence: in-form Swansea (1.70 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. Draw probability of 27% warrants consideration of Double Chance or Draw No Bet on Coventry 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 2.47 xG in total — Under 2.5 at 45% — Poisson-only — limited corroboration confidence — though H2H averaging only 3.2 goals per meeting points in the other direction.
Poisson assigns a 50% probability to BTTS No based on the attack/defence strength model. Form rates are neutral: Coventry 70% | Swansea 40%.
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: Coventry vs Swansea | Competition: Championship, Regular Season - 6 | Venue: The Coventry Building Society Arena • Kick-off: Saturday 21 Sep 2024, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Coventry 42% | Draw 27% | Swansea 31% • Poisson goal markets: Over 2.5 45% | BTTS 50% | xG Coventry 1.34 / Swansea 1.13 • Poisson strength factors: Coventry attack 1.015 / def 1.163 | Swansea attack 0.868 / def 0.945 | league avg home 1.398 / away 1.118 • Poisson stance: Coventry (42%) — low confidence — close contest
🧮 Prediction Model
1.34
Coventry xG
Expected Goals
1.13
Swansea xG
50%
BTTS
71%
Over 1.5
45%
Over 2.5
24%
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 Coventry vs Swansea kick off?
Coventry vs Swansea kicked off at 15:00 on Saturday 21 September 2024 at The Coventry Building Society Arena.
What was the final score in Coventry vs Swansea?
Coventry 1 - 2 Swansea.
Where is Coventry vs Swansea being played?
The match is being played at The Coventry Building Society Arena.
What competition is Coventry vs Swansea part of?
Coventry vs Swansea is a Regular Season - 6 fixture in the Championship (England).
Who is favourite to win Coventry vs Swansea?
Our statistical model gives Coventry a 42% chance of winning, Swansea a 31% chance, and a 27% chance of a draw — making Coventry the favourite.
Will both teams score in Coventry vs Swansea?
Our model estimates a 50% probability that both Coventry and Swansea will score (BTTS).
Will Coventry vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 45%.
What is the head-to-head record between Coventry and Swansea?
Record (6 meetings): Coventry 0W | Draws 4 | Swansea 2W.
What form are Coventry and Swansea in?
Coventry (all comps): 1W-3D-6L in 10 | 0.60 PPG | GF 0.90 / GA 1.60 | L5 L-W-D-L-D. Swansea (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 1.50 / GA 0.60 | L5 L-W-D-L-W.
🧮 Model Insight
Behind the Numbers
The model rates Coventry's attack at 1.01x the league average against Swansea's defence at 0.94x — combine the two and it projects 1.34 expected goals for the hosts. Flip it around — Swansea's attack (0.87x) against Coventry's defence (1.16x) — and the away total comes out at 1.13.
These ratings are built from 51/51 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 14.5% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (10.1%), 1-0 (9.7%). Those top three scorelines alone account for 34% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Coventry Win
42%
2.41
27%
3.70
31%
3.18
Top 3 Most Likely Scorelines
1 – 1
12.8%
Draw
Most likely
1 – 0
11.4%
Home win
0 – 1
9.6%
Away win
Expected Goals & Win Odds
1.34
Coventry xG
Total xG
2.47
1.13
Swansea xG
2.41
42%
Home win
3.70
27%
Draw
3.18
31%
Away win
Goals Markets
71%
Over 1.5
1.41
29%
Under 1.5
3.45
45%
Over 2.5
2.22
55%
Under 2.5
1.82
24%
Over 3.5
4.17
76%
Under 3.5
1.32
10%
Over 4.5
10.00
90%
Under 4.5
1.11
Match Markets
Both Teams to Score
50%
BTTS Yes
2.00
50%
BTTS No
2.00
Clean Sheet
32%
3.09
26%
3.82
Win to Nil
13%
7.43
8%
12.16
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.5 | 9.6 | 5.4 | 2.0 | 0.6 | 0.1 |
| 1 | 11.4 | 12.8 | 7.2 | 2.7 | 0.8 | 0.2 |
| 2 | 7.6 | 8.6 | 4.8 | 1.8 | 0.5 | 0.1 |
| 3 | 3.4 | 3.8 | 2.2 | 0.8 | 0.2 | 0.1 |
| 4 | 1.1 | 1.3 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.3 | 0.3 | 0.2 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Coventry vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.5%.
How many goals are Coventry and Swansea expected to score?
The model projects 1.34 expected goals for Coventry and 1.13 for Swansea, a combined total of 2.47.
How confident is the prediction model for Coventry vs Swansea?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Coventry's recent record stands at 18W 15D 18L from 51 games, a 1.35 PPG return, with L-W-D-L-D in the last five. It's still early in the season for Coventry, so this record blends in a handful of games from last season too.
Swansea, meanwhile, have gone 17W 13D 21L across 51 games — 1.25 PPG, with L-W-D-L-W in their last five. It's still early in the season for Swansea, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.35 PPG for Coventry against 1.25 for Swansea. Neither side arrives with a clear form advantage.
Home & Away Splits
At home specifically, Coventry have managed 10W 8D 7L from 25 games — 1.52 PPG in front of their own supporters.
Swansea's away record stands at 7W 7D 11L across 25 trips, a 1.12 PPG haul.
Scoring & Defensive Trends
Coventry are averaging 1.47 goals scored and 1.27 conceded per game recently; Swansea are on 1.25 scored and 1.33 conceded.
On BTTS specifically: Coventry have seen both teams score in 63% of their recent games.
Last 51 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Coventry
Early Season
Swansea
Early Season
❓ Frequently Asked Questions
What form are Coventry and Swansea in coming into this match?
Coventry have gone 18W 15D 18L in their last 51 games (1.35 PPG), while Swansea have gone 17W 13D 21L in their last 51 (1.25 PPG).
Which team has the better venue record — Coventry at home or Swansea away?
Coventry's home record (1.52 PPG) is the stronger of the two venue-specific splits — Coventry at home: 1.52 PPG; Swansea away: 1.12 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since November 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Championship. They last met on 21 March 2026, roughly 4 months ago.
Records & Recent Trends
Coventry go into this on the back of 3 straight wins in the series — the current momentum sits squarely with them.
For context on how one-sided this fixture can get: Coventry won 0-3 on 21 Mar 2026, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Coventry have gone 1W 2D 2L from 5 meetings on their own ground against Swansea — worth weighing alongside the overall series record.
Last 10 Meetings
3
Coventry
4
Draws
3
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Coventry and Swansea?
From 10 meetings on record, Coventry have won 3, Swansea have won 3, and 4 have been drawn.
When did Coventry and Swansea last play each other?
They last met on 21 March 2026, when Swansea 0-3 Coventry.
📈 Trading Insight
How These Sides Start
Coventry are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 28% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Swansea are typically involved in an early goal — the half-time board shows at least one in 84% of their matches. They've gone in front at half-time 32% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Coventry 56%, Swansea 60% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 56% (Coventry) and 56% (Swansea). Stepping up a level, Over 3.5 has also landed reasonably often — 28% and 40% respectively — worth a look for goal-hungry markets.
On the defensive side: Coventry keep a clean sheet in 32% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Coventry 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 Coventry play Swansea?
Yes — based on recent matches, both teams have scored in 56% of Coventry's games and 60% of Swansea's, a combined rate that favours BTTS Yes.
Is Coventry vs Swansea usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 56% of Coventry's matches and 56% of Swansea's.
Do Coventry and Swansea tend to score early?
Coventry have had a goal before half-time in 76% of their recent matches, Swansea in 84% — a useful reference point for first-half goal markets.
Shock result as Swansea defy the odds to beat Coventry 1-2.
📝 Match Report
How It Unfolded
Swansea beat Coventry 1-2 at The Coventry Building Society Arena, Regular Season - 6, 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 Coventry 1.34 xG and Swansea 1.13 xG, a combined 2.47. The scoreboard read 1-2 for 3 actual goals. Swansea outscored their 1.13 projection by 0.9. Those figures were built on strength ratings of Coventry attack 1.01 / defence 1.16 against Swansea attack 0.87 / defence 0.94, drawn from 51/51 games (CurrentSeason).
On the result, the model split it Coventry 42% | Draw 27% | Swansea 31%, with Coventry to win its most likely call at 42%. The actual Swansea win had been the model's second-ranked read at 31%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 45%. The game delivered 3, so it went over — the opposite of the projected direction. Over 1.5 had been 71% and landed. On both teams to score, the model sat at 50% and the match saw both sides score — another call in the model's favour. Historically the two sides average 56% Over 2.5 across their same-competition games (Coventry 59%, Swansea 53%), a base rate that agreed with today's over. Their combined BTTS history runs at 59%, which matched the both-scored outcome.
Trading Patterns vs Reality
Coventry's trading profile (51 games, 25 home) set some clear expectations: BTTS lands in 63% of their matches — today it did.
Swansea's trading profile (51 games, 25 away) set some clear expectations: BTTS lands in 55% of their matches — today it did.
Form vs Result
The form lines were close — Coventry 1.35 PPG, Swansea 1.25 PPG — offering no strong steer, and the Swansea win broke the near-deadlock. Coventry (home/away splits) shipped 2 against a 1.20 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). 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.