Bristol City 0-1 Swansea – Result & Analysis
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Poisson rates Bristol City at 65% — current form provides partial corroboration, though signals are mixed in this Bristol City vs Swansea encounter.
✍️ Match Preview
Analysis
Swansea make the trip to Ashton Gate Stadium to face Bristol City in Championship, Regular Season - 31. The match kicks off on Sunday 9 February 2025 at 12:00 UTC.
Form
Bristol City (all games): 4W 4D 2L across 10 Championship fixtures this term — 1.60 PPG. Last five: W L D W D. They are averaging 1.30 goals per game and conceding 1.00 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation.
Bristol City's home record at Ashton Gate Stadium: 5W 3D 2L from 10 Championship appearances (1.80 PPG). At home they are averaging 1.40 goals scored and 0.60 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Ashton Gate Stadium.
Swansea's overall Championship record this term: 2W 1D 7L from 10 games (0.70 PPG). Last five: D L L L L. Their scoring rate of 1.10 per game is modest, conceding 2.30 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.30 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. 1 clean sheet 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.
Swansea's away record: 3W 2D 5L from 10 road trips in Championship this season (1.10 PPG). Away from home they average 0.90 goals scored and 1.90 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
The form ledger tips toward Bristol City. A 0.90 PPG lead over Swansea (1.60 vs 0.70) is a consistent enough margin to carry weight. If the win odds appear compressed, Draw No Bet offers draw insurance at a lower cost than a full switch to Double Chance.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 7 meetings: Bristol City 2W, Swansea 3W, 2D.
The 7 previous meetings have averaged 2.1 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 29 Sep 2024, ended 1–1 with a draw.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading Data
Bristol City goal-timing and half-time pattern breakdown (76 games, 37 at home): they score before half-time in 54% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 35% of games (home games); they fail to score in 33% of games.
Swansea goal-timing and half-time pattern breakdown (76 games, 37 at away): they score before half-time in 81% of fixtures in away games; when goalless at HT, a second-half goal follows 82% of the time; BTTS occurs in 57% of their matches (away games); Over 2.5 goals lands in 57% of games (away games).
BTTS rates are mixed from the trading data — Bristol City 47% versus Swansea 55%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bristol City 40% | Swansea 54%).
Poisson Model
The Poisson distribution model projects Bristol City 1.85 xG and Swansea 0.69 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: Bristol City attack 1.019 / defence 0.809 | Swansea attack 0.811 / defence 1.327. League average goals — home 1.370 / away 1.047. Swansea bring a strong defensive rating of 1.327 — this is suppressing Bristol City's projected output below what their attack strength alone would suggest. Data: 76 Bristol City games / 76 Swansea games used (CurrentSeason).
Result probabilities: Bristol City 65% | Draw 23% | Swansea 12%. Fair-value odds: Bristol City 1.54 | Draw 4.35 | Swansea 8.33. The model has a clear lean to Bristol City (65%) — a 53pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 47% | BTTS probability 43% | Total xG 2.54. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.54 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 43% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Bristol City as the most likely outcome at 65% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 23% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 2.54 xG in total — Under 2.5 at 47% — Poisson-only — limited corroboration confidence.
Poisson assigns a 43% probability to BTTS No based on the attack/defence strength model. Form rates are neutral: Bristol City 40% | Swansea 60%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bristol City vs Swansea | Competition: Championship, Regular Season - 31 | Venue: Ashton Gate Stadium • Kick-off: Sunday 9 Feb 2025, 12:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bristol City 65% | Draw 23% | Swansea 12% • Poisson goal markets: Over 2.5 47% | BTTS 43% | xG Bristol City 1.85 / Swansea 0.69 • Poisson strength factors: Bristol City attack 1.019 / def 0.809 | Swansea attack 0.811 / def 1.327 | league avg home 1.370 / away 1.047 • Poisson stance: Bristol City (65%) — strong lean
🧮 Prediction Model
1.85
Bristol City xG
Expected Goals
0.69
Swansea xG
43%
BTTS
73%
Over 1.5
47%
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 Bristol City vs Swansea kick off?
Bristol City vs Swansea kicked off at 12:00 on Sunday 9 February 2025 at Ashton Gate Stadium.
What was the final score in Bristol City vs Swansea?
Bristol City 0 - 1 Swansea.
Where is Bristol City vs Swansea being played?
The match is being played at Ashton Gate Stadium.
What competition is Bristol City vs Swansea part of?
Bristol City vs Swansea is a Regular Season - 31 fixture in the Championship (England).
Who is favourite to win Bristol City vs Swansea?
Our statistical model gives Bristol City a 65% chance of winning, Swansea a 12% chance, and a 23% chance of a draw — making Bristol City the favourite.
Will both teams score in Bristol City vs Swansea?
Our model estimates a 43% probability that both Bristol City and Swansea will score (BTTS).
Will Bristol City vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 47%.
What is the head-to-head record between Bristol City and Swansea?
Record (7 meetings): Bristol City 2W | Draws 2 | Swansea 3W.
What form are Bristol City and Swansea in?
Bristol City (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.30 / GA 1.00 | L5 W-L-D-W-D. Swansea (all comps): 2W-1D-7L in 10 | 0.70 PPG | GF 1.10 / GA 2.30 | L5 D-L-L-L-L.
🧮 Model Insight
Where the Numbers Come From
The model rates Bristol City's attack at 1.02x the league average against Swansea's defence at 1.33x — combine the two and it projects 1.85 expected goals for the hosts. Flip it around — Swansea's attack (0.81x) against Bristol City's defence (0.81x) — and the away total comes out at 0.69.
These ratings are built from 76/76 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 2-0 carries the highest individual probability at 13.5% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (13.3%), 1-1 (11.4%). 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
Bristol City Win
65%
1.55
23%
4.34
12%
8.03
Top 3 Most Likely Scorelines
1 – 0
14.6%
Home win
Most likely
2 – 0
13.5%
Home win
1 – 1
10.0%
Draw
Expected Goals & Win Odds
1.85
Bristol City xG
Total xG
2.54
0.69
Swansea xG
1.55
65%
Home win
4.34
23%
Draw
8.03
12%
Away win
Goals Markets
72%
Over 1.5
1.39
28%
Under 1.5
3.57
47%
Over 2.5
2.13
53%
Under 2.5
1.89
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
43%
BTTS Yes
2.35
57%
BTTS No
1.74
Clean Sheet
50%
1.99
16%
6.37
Win to Nil
32%
3.08
2%
51.14
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.9 | 5.4 | 1.9 | 0.4 | 0.1 | – |
| 1 | 14.6 | 10.0 | 3.5 | 0.8 | 0.1 | – |
| 2 | 13.5 | 9.3 | 3.2 | 0.7 | 0.1 | – |
| 3 | 8.4 | 5.7 | 2.0 | 0.5 | 0.1 | – |
| 4 | 3.9 | 2.7 | 0.9 | 0.2 | – | – |
| 5 | 1.4 | 1.0 | 0.3 | 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 Bristol City vs Swansea?
Our Poisson model rates 2-0 as the single most likely exact scoreline, at 13.5%.
How many goals are Bristol City and Swansea expected to score?
The model projects 1.85 expected goals for Bristol City and 0.69 for Swansea, a combined total of 2.54.
How confident is the prediction model for Bristol City vs Swansea?
Reasonably confident — the model's leading outcome is rated at 65%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Across their last 76 outings, Bristol City have picked up 1.37 PPG on a 27W 23D 26L record — W-L-D-W-D across the most recent five.
Swansea's form line: 24W 19D 33L from 76 games, 1.20 PPG, last five D-L-L-L-L.
There isn't much between them on recent form — 1.37 PPG for Bristol City against 1.20 for Swansea. Neither side arrives with a clear form advantage.
How They Fare by Venue
On home soil, Bristol City have posted 1.70 PPG from 37 outings (18W 9D 10L).
On the road, Swansea have gone 11W 9D 17L from 37 away games — 1.14 PPG when travelling.
Comparing the two in their relevant venue splits, Bristol City 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
Bristol City are averaging 1.20 goals scored and 1.13 conceded per game recently; Swansea are on 1.20 scored and 1.41 conceded.
Last 76 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bristol City
Current Season
Swansea
Current Season
❓ Frequently Asked Questions
What form are Bristol City and Swansea in coming into this match?
Bristol City have gone 27W 23D 26L in their last 76 games (1.37 PPG), while Swansea have gone 24W 19D 33L in their last 76 (1.20 PPG).
Which team has the better venue record — Bristol City at home or Swansea away?
Bristol City's home record (1.70 PPG) is the stronger of the two venue-specific splits — Bristol City at home: 1.70 PPG; Swansea away: 1.14 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 6 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, Bristol City have gone 2W 1D 2L from 5 meetings on their own ground against Swansea — worth weighing alongside the overall series record.
Last 10 Meetings
3
Bristol City
2
Draws
5
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bristol City and Swansea?
From 10 meetings on record, Bristol City have won 3, Swansea have won 5, and 2 have been drawn.
When did Bristol City and Swansea last play each other?
They last met on 21 February 2026, when Swansea 1-0 Bristol City.
Who has won more matches between Bristol City and Swansea?
Swansea have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
Early Goal Trends
Bristol City see a goal before the break in 54% of their matches. They've gone in front at half-time 32% of the time.
Swansea are typically involved in an early goal — the half-time board shows at least one in 81% 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 11% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Bristol City 43%, Swansea 57% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 35% (Bristol City) and 57% (Swansea).
On the defensive side: Bristol City keep a clean sheet in 38% of their matches; Bristol City have failed to score in 27% of games; Swansea in 32%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bristol 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 Bristol City play Swansea?
Not especially — both teams scoring has occurred in only 43% of Bristol City's recent matches and 57% of Swansea's, a rate that leans toward BTTS No.
Is Bristol City vs Swansea usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 35% of Bristol City's recent games and 57% of Swansea's, pointing to a tighter contest.
Do Bristol City and Swansea tend to score early?
Bristol City have had a goal before half-time in 54% of their recent matches, Swansea in 81% — a useful reference point for first-half goal markets.
Shock result as Swansea defy the odds to beat Bristol City 0-1.
📝 Match Report
How It Unfolded
Swansea beat Bristol City 0-1 at Ashton Gate Stadium, Regular Season - 31, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Bristol City 1.85 xG and Swansea 0.69 xG, a combined 2.54. The scoreboard read 0-1 for 1 actual goal. Bristol City fell 1.9 short of their projected output. Those figures were built on strength ratings of Bristol City attack 1.02 / defence 0.81 against Swansea attack 0.81 / defence 1.33, drawn from 76/76 games (CurrentSeason).
On the result, the model split it Bristol City 65% | Draw 23% | Swansea 12%, with Bristol City to win its most likely call at 65%. Instead the game produced a Swansea win, an outcome the model had rated at just 12% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 47%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 73% and missed. On both teams to score, the model sat at 43% and the match did not — another call in the model's favour. Historically the two sides average 47% Over 2.5 across their same-competition games (Bristol City 40%, Swansea 54%), a base rate that agreed with today's under. Their combined BTTS history runs at 51%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Bristol City's trading profile (76 games, 37 home) set some clear expectations: BTTS lands in 47% of their matches — today it did not; they fail to score in 33% of games, a blank that repeated today.
Swansea's trading profile (76 games, 37 away) set some clear expectations: BTTS lands in 55% of their matches — today it did not.
Form vs Result
The form lines were close — Bristol City 1.37 PPG, Swansea 1.20 PPG — offering no strong steer, and the Swansea win broke the near-deadlock. Bristol City (home/away splits) managed 0 against a 1.41 scoring average — below par going forward. Swansea (home/away splits) conceded 0 against a 1.57 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). Partial vindication: some calls landed, others slipped.
💡 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.