Swansea 1-2 Bristol City – Result & Analysis
Fixture360 only lists fixtures from a curated set of leagues, chosen specifically to keep our prediction model accurate.
Poisson model favours Swansea (37%) — form and H2H data both point in the same direction as Swansea face Bristol City.
✍️ Match Preview
Analysis
Bristol City make the trip to Swansea.com Stadium to face Swansea in Championship, Regular Season - 5. The match kicks off on Saturday 2 September 2023 at 12:30 UTC.
Form
Swansea (all games): 5W 3D 2L across 10 Championship fixtures this term — 1.80 PPG. Last five: W D L D L. Offensively they are averaging 1.90 goals per game, with 1.20 conceded. 3 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. Swansea have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Swansea at Swansea.com Stadium this season: 4W 4D 2L from 10 home games — 1.60 PPG on home soil. At home they are averaging 1.50 goals scored and 1.30 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.
Bristol City's overall Championship record this term: 3W 3D 4L from 10 games (1.20 PPG). Last five: W D W L D. Their scoring rate of 1.00 per game is modest, conceding 1.20 — 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. Bristol City have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Bristol City's form when playing away from home: 3W 2D 5L across 10 road games this term (1.10 PPG). Away from home they average 0.60 goals scored and 1.00 conceded per game. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.
Form favours the hosts. Swansea's 1.80 PPG return is 0.60 points per game ahead of Bristol City's 1.20 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
H2H History
The head-to-head record favours Swansea, who have won 3 of the last 4 meetings against Bristol City — a 1D 0W return for the visitors.
The 4 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 19 Mar 2023, ended 2–0 with Swansea winning.
The historical record gives Swansea a meaningful edge here — 3 wins from 4 meetings is the kind of ledger that should not be discounted when the form picture is inconclusive. Even away from home, the visitors have struggled to impose themselves in this fixture.
Trading Data
Swansea goal-timing and half-time pattern breakdown (50 games, 25 at home): they score before half-time in 84% of fixtures in home games; when goalless at HT, a second-half goal follows 78% of the time; BTTS occurs in 56% of their matches (home games); Over 2.5 goals lands in 56% of games (home games).
Bristol City goal-timing and half-time pattern breakdown (50 games, 25 at away): they score before half-time in 72% of fixtures in away games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 36% of games (away games).
BTTS rates are mixed from the trading data — Swansea 60% versus Bristol City 54%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 56% | Bristol City 36%).
Poisson Model
The Poisson distribution model projects Swansea 1.14 xG and Bristol City 1.10 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 1.038 / defence 1.000 | Bristol City attack 0.914 / defence 0.809. League average goals — home 1.362 / away 1.208. Data: 50 Swansea games / 50 Bristol City games used (CurrentSeason).
Result probabilities: Swansea 37% | Draw 29% | Bristol City 35%. Fair-value odds: Swansea 2.70 | Draw 3.45 | Bristol City 2.86. This is a low-confidence result — no outcome exceeds 45%. The draw at 29% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 39% | BTTS probability 46% | Total xG 2.25. Under 2.5 has a narrow probability edge at 61% — total xG of 2.25 is below the line but not decisively so. BTTS probability of 46% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Swansea as the most likely outcome at 37% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 29% 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.
On the goals line, Poisson's 2.25 combined xG gives a 39% probability to Under 2.5 — reasonable, supported by form averaging 2.2 goals per game.
The Poisson model's BTTS call is No at 46%. Form rates corroborate: Swansea 70% | Bristol City 20% 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.
🔮 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 Bristol City | Competition: Championship, Regular Season - 5 | Venue: Swansea.com Stadium • Kick-off: Saturday 2 Sep 2023, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swansea 37% | Draw 29% | Bristol City 35% • Poisson goal markets: Over 2.5 39% | BTTS 46% | xG Swansea 1.14 / Bristol City 1.10 • Poisson strength factors: Swansea attack 1.038 / def 1.000 | Bristol City attack 0.914 / def 0.809 | league avg home 1.362 / away 1.208 • Poisson stance: Swansea (37%) — low confidence — close contest
🧮 Prediction Model
1.14
Swansea xG
Expected Goals
1.10
Bristol City xG
46%
BTTS
66%
Over 1.5
39%
Over 2.5
19%
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 Bristol City kick off?
Swansea vs Bristol City kicked off at 12:30 on Saturday 2 September 2023 at Swansea.com Stadium.
What was the final score in Swansea vs Bristol City?
Swansea 1 - 2 Bristol City.
Where is Swansea vs Bristol City being played?
The match is being played at Swansea.com Stadium.
What competition is Swansea vs Bristol City part of?
Swansea vs Bristol City is a Regular Season - 5 fixture in the Championship (England).
Who is favourite to win Swansea vs Bristol City?
Our statistical model gives Swansea a 37% chance of winning, Bristol City a 35% chance, and a 29% chance of a draw — making Swansea the favourite.
Will both teams score in Swansea vs Bristol City?
Our model estimates a 46% probability that both Swansea and Bristol City will score (BTTS).
Will Swansea vs Bristol City have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 39%.
What is the head-to-head record between Swansea and Bristol City?
Record (4 meetings): Swansea 3W | Draws 1 | Bristol City 0W.
What form are Swansea and Bristol City in?
Swansea (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.90 / GA 1.20 | L5 W-D-L-D-L. Bristol City (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.00 / GA 1.20 | L5 W-D-W-L-D.
🧮 Model Insight
Where the Numbers Come From
Working from Swansea's attack rating (1.04) and Bristol City's defence rating (0.81), the model arrives at 1.14 expected goals for the home side. Flip it around — Bristol City's attack (0.91x) against Swansea's defence (1.00x) — and the away total comes out at 1.10.
These ratings are built from 50/50 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 15.1%. Close behind: 0-0 (12.3%), 1-0 (10.3%). Those top three scorelines alone account for 38% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Swansea Win
37%
2.73
29%
3.48
35%
2.89
Top 3 Most Likely Scorelines
1 – 1
13.3%
Draw
Most likely
1 – 0
12.1%
Home win
0 – 1
11.7%
Away win
Expected Goals & Win Odds
1.14
Swansea xG
Total xG
2.25
1.10
Bristol City xG
2.73
37%
Home win
3.48
29%
Draw
2.89
35%
Away win
Goals Markets
66%
Over 1.5
1.52
34%
Under 1.5
2.94
39%
Over 2.5
2.56
61%
Under 2.5
1.64
19%
Over 3.5
5.26
81%
Under 3.5
1.23
8%
Over 4.5
12.50
92%
Under 4.5
1.09
Match Markets
Both Teams to Score
46%
BTTS Yes
2.19
54%
BTTS No
1.84
Clean Sheet
33%
3.02
32%
3.14
Win to Nil
12%
8.25
11%
9.06
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.6 | 11.7 | 6.4 | 2.4 | 0.7 | 0.1 |
| 1 | 12.1 | 13.3 | 7.4 | 2.7 | 0.7 | 0.2 |
| 2 | 6.9 | 7.6 | 4.2 | 1.6 | 0.4 | 0.1 |
| 3 | 2.6 | 2.9 | 1.6 | 0.6 | 0.2 | – |
| 4 | 0.8 | 0.8 | 0.5 | 0.2 | – | – |
| 5 | 0.2 | 0.2 | 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 Bristol City?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.1%.
How many goals are Swansea and Bristol City expected to score?
The model projects 1.14 expected goals for Swansea and 1.10 for Bristol City, a combined total of 2.25.
How confident is the prediction model for Swansea vs Bristol City?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Across their last 50 outings, Swansea have picked up 1.36 PPG on a 18W 14D 18L record — W-D-L-D-L across the most recent five. It's still early in the season for Swansea, so this record blends in a handful of games from last season too.
Bristol City's form line: 16W 16D 18L from 50 games, 1.28 PPG, last five W-D-W-L-D. It's still early in the season for Bristol City, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.36 PPG for Swansea against 1.28 for Bristol City. Neither side arrives with a clear form advantage.
How They Fare by Venue
On home soil, Swansea have posted 1.56 PPG from 25 outings (11W 6D 8L).
On the road, Bristol City have gone 7W 8D 10L from 25 away games — 1.16 PPG when travelling.
Comparing the two in their relevant venue splits, Swansea come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Swansea are averaging 1.46 goals scored and 1.42 conceded per game recently; Bristol City are on 1.16 scored and 1.20 conceded.
On BTTS specifically: Swansea have seen both teams score in 60% of their recent games.
Last 50 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swansea
Early Season
Bristol City
Early Season
❓ Frequently Asked Questions
What form are Swansea and Bristol City in coming into this match?
Swansea have gone 18W 14D 18L in their last 50 games (1.36 PPG), while Bristol City have gone 16W 16D 18L in their last 50 (1.28 PPG).
Which team has the better venue record — Swansea at home or Bristol City away?
Swansea's home record (1.56 PPG) is the stronger of the two venue-specific splits — Swansea at home: 1.56 PPG; Bristol City away: 1.16 PPG.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 10 times that we have on record, stretching back to August 2021 — a rivalry that has played out across roughly 4 years. Every recorded meeting has come in Championship. They last met on 21 February 2026, roughly 5 months ago.
Notable Numbers
For context on how one-sided this fixture can get: Bristol City won 3-0 on 22 Nov 2025, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Swansea have gone 3W 1D 1L from 5 meetings on their own ground against Bristol City — worth weighing alongside the overall series record.
Last 10 Meetings
5
Swansea
2
Draws
3
Bristol City
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Swansea and Bristol City?
From 10 meetings on record, Swansea have won 5, Bristol City have won 3, and 2 have been drawn.
When did Swansea and Bristol City last play each other?
They last met on 21 February 2026, when Swansea 1-0 Bristol City.
Who has won more matches between Swansea and Bristol City?
Swansea have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
Early Goal Trends
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 44% of the time, though they've let that lead slip 16% 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.
Bristol City are typically involved in an early goal — the half-time board shows at least one in 72% of their matches. They've gone in front at half-time 32% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Swansea 56%, Bristol City 52% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 56% (Swansea) and 36% (Bristol City).
On the defensive side: Bristol City in 36%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swansea home games / Bristol 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 Bristol City?
Not especially — both teams scoring has occurred in only 56% of Swansea's recent matches and 52% of Bristol City's, a rate that leans toward BTTS No.
Is Swansea vs Bristol City usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 56% of Swansea's recent games and 36% of Bristol City's, pointing to a tighter contest.
Do Swansea and Bristol City tend to score early?
Swansea have had a goal before half-time in 84% of their recent matches, Bristol City in 72% — a useful reference point for first-half goal markets.
Shock result as Bristol City defy the odds to beat Swansea 1-2.
📝 Match Report
How It Unfolded
Bristol City beat Swansea 1-2 at Swansea.com Stadium, Regular Season - 5, 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 1.14 xG and Bristol City 1.10 xG, a combined 2.25. The scoreboard read 1-2 for 3 actual goals. Bristol City outscored their 1.10 projection by 0.9. Those figures were built on strength ratings of Swansea attack 1.04 / defence 1.00 against Bristol City attack 0.91 / defence 0.81, drawn from 50/50 games (CurrentSeason).
On the result, the model split it Swansea 37% | Draw 29% | Bristol City 35%, with Swansea to win its most likely call at 37%. The actual Bristol City win had been the model's second-ranked read at 35%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 66% and landed. On both teams to score, the model sat at 46% and the match saw both sides score — a miss on BTTS. Historically the two sides average 46% Over 2.5 across their same-competition games (Swansea 56%, Bristol City 36%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 57%, which matched the both-scored outcome.
Trading Patterns vs Reality
Swansea's trading profile (50 games, 25 home) set some clear expectations: BTTS lands in 60% of their matches — today it did.
Bristol City's trading profile (50 games, 25 away) set some clear expectations: BTTS lands in 54% of their matches — today it did.
Form vs Result
The form lines were close — Swansea 1.36 PPG, Bristol City 1.28 PPG — offering no strong steer, and the Bristol City win broke the near-deadlock. Bristol City (home/away splits) scored 2 against a 1.08 average — above their attacking norm.
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.