Bristol City 1-1 Swansea – Result & Analysis
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Poisson model rates Bristol City at 48%, yet in-form Swansea provide a compelling counter-argument — this Bristol City vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Swansea make the trip to Ashton Gate to face Bristol City in Championship, Regular Season - 18. The match kicks off on Saturday 29 October 2022 at 12:00 UTC.
Form
Bristol City (all games): 3W 1D 6L across 10 Championship fixtures this term — 1.00 PPG. Last five: L W L W L. They are averaging 1.20 goals per game and conceding 1.70 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets 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. This season is still relatively young for Bristol City, so this record blends games from this season and last.
Bristol City's home record at Ashton Gate: 5W 2D 3L from 10 Championship appearances (1.70 PPG). At home they are averaging 1.80 goals scored and 0.90 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Ashton Gate. Their home PPG of 1.70 is noticeably stronger than their overall 1.00 — Bristol City are significantly better at Ashton Gate than their overall form suggests.
Swansea's overall Championship record this term: 7W 1D 2L from 10 games (2.20 PPG). Last five: W W L W W. They are scoring at 1.70 per game and conceding 1.20. 3 clean sheets from 10 outings suggests some defensive organisation. This season is still relatively young for Swansea, so this record blends games from this season and last.
Swansea's away record: 4W 3D 3L from 10 road trips in Championship this season (1.50 PPG). Away from home they average 1.50 goals scored and 2.00 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. Their away PPG of 1.50 is notably below their overall 2.20 — form away from home has been a clear weakness this season.
The travelling side arrive in better shape. Swansea are 1.20 PPG clear of Bristol City in recent Championship fixtures (2.20 vs 1.00). Backing the visitors outright or on Draw No Bet are both valid approaches where the price allows.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 2 meetings: Bristol City 0W, Swansea 2W, 0D.
The 2 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 13 Feb 2022, ended 1–3 with Swansea winning.
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 (62 games, 30 at home): they score before half-time in 80% of fixtures in home games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 67% of their matches (home games); Over 2.5 goals lands in 53% of games (home games).
Swansea goal-timing and half-time pattern breakdown (62 games, 30 at away): they score before half-time in 73% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 50% 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 64% versus Swansea 48%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bristol City 61% | Swansea 53%).
Poisson Model
The Poisson distribution model projects Bristol City 1.66 xG and Swansea 1.20 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 1.044 / defence 0.996 | Swansea attack 1.065 / defence 1.192. League average goals — home 1.335 / away 1.127. Data: 63 Bristol City games / 62 Swansea games used (CurrentSeason).
Result probabilities: Bristol City 48% | Draw 24% | Swansea 28%. Fair-value odds: Bristol City 2.08 | Draw 4.17 | Swansea 3.57. Bristol City hold a narrow Poisson edge at 48% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 54% | BTTS probability 56% | Total xG 2.86. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.86 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 56% 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 48% — moderate model lean. Note a divergence: in-form Swansea (2.20 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Bristol City if the outright odds are short. The opposing side holds a 28% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.86 xG in total — Over 2.5 at 54% — reasonable confidence, supported by form averaging 3.1 goals per game.
Poisson assigns a 56% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Bristol City 50% | Swansea 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bristol City vs Swansea | Competition: Championship, Regular Season - 18 | Venue: Ashton Gate • Kick-off: Saturday 29 Oct 2022, 12:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bristol City 48% | Draw 24% | Swansea 28% • Poisson goal markets: Over 2.5 54% | BTTS 56% | xG Bristol City 1.66 / Swansea 1.20 • Poisson strength factors: Bristol City attack 1.044 / def 0.996 | Swansea attack 1.065 / def 1.192 | league avg home 1.335 / away 1.127 • Poisson stance: Bristol City (48%) — moderate lean
🧮 Prediction Model
1.66
Bristol City xG
Expected Goals
1.20
Swansea xG
56%
BTTS
78%
Over 1.5
54%
Over 2.5
32%
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 Saturday 29 October 2022 at Ashton Gate.
What was the final score in Bristol City vs Swansea?
Bristol City 1 - 1 Swansea.
Where is Bristol City vs Swansea being played?
The match is being played at Ashton Gate.
What competition is Bristol City vs Swansea part of?
Bristol City vs Swansea is a Regular Season - 18 fixture in the Championship (England).
Who is favourite to win Bristol City vs Swansea?
Our statistical model gives Bristol City a 48% chance of winning, Swansea a 28% chance, and a 24% chance of a draw — making Bristol City the favourite.
Will both teams score in Bristol City vs Swansea?
Our model estimates a 56% 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 54%.
What is the head-to-head record between Bristol City and Swansea?
Record (2 meetings): Bristol City 0W | Draws 0 | Swansea 2W.
What form are Bristol City and Swansea in?
Bristol City (all comps): 3W-1D-6L in 10 | 1.00 PPG | GF 1.20 / GA 1.70 | L5 L-W-L-W-L. Swansea (all comps): 7W-1D-2L in 10 | 2.20 PPG | GF 1.70 / GA 1.20 | L5 W-W-L-W-W.
🧮 Model Insight
Where the Numbers Come From
The model rates Bristol City's attack at 1.04x the league average against Swansea's defence at 1.19x — combine the two and it projects 1.66 expected goals for the hosts. Flip it around — Swansea's attack (1.06x) against Bristol City's defence (1.00x) — and the away total comes out at 1.20.
These ratings are built from 63/62 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 12.9% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.5%), 1-0 (8.1%). Those top three scorelines alone account for 30% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bristol City Win
48%
2.07
24%
4.12
28%
3.64
Top 3 Most Likely Scorelines
1 – 1
11.4%
Draw
Most likely
1 – 0
9.5%
Home win
2 – 1
9.5%
Home win
Expected Goals & Win Odds
1.66
Bristol City xG
Total xG
2.86
1.20
Swansea xG
2.07
48%
Home win
4.12
24%
Draw
3.64
28%
Away win
Goals Markets
78%
Over 1.5
1.28
22%
Under 1.5
4.55
54%
Over 2.5
1.85
46%
Under 2.5
2.17
32%
Over 3.5
3.12
68%
Under 3.5
1.47
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
56%
BTTS Yes
1.77
44%
BTTS No
2.30
Clean Sheet
30%
3.31
19%
5.26
Win to Nil
15%
6.86
5%
19.14
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.7 | 6.9 | 4.1 | 1.6 | 0.5 | 0.1 |
| 1 | 9.5 | 11.4 | 6.8 | 2.7 | 0.8 | 0.2 |
| 2 | 7.9 | 9.5 | 5.7 | 2.3 | 0.7 | 0.2 |
| 3 | 4.4 | 5.2 | 3.1 | 1.3 | 0.4 | 0.1 |
| 4 | 1.8 | 2.2 | 1.3 | 0.5 | 0.2 | – |
| 5 | 0.6 | 0.7 | 0.4 | 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 Bristol City vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.9%.
How many goals are Bristol City and Swansea expected to score?
The model projects 1.66 expected goals for Bristol City and 1.20 for Swansea, a combined total of 2.86.
How confident is the prediction model for Bristol 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
Recent Form Overview
Across their last 62 outings, Bristol City have picked up 1.21 PPG on a 21W 12D 29L record — L-W-L-W-L across the most recent five. The sample for Bristol City is still a mix of this season and last, given how young the current campaign is.
Swansea's form line: 24W 16D 22L from 62 games, 1.42 PPG, last five W-W-L-W-W. The sample for Swansea is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.21 PPG for Bristol City against 1.42 for Swansea. Neither side arrives with a clear form advantage.
How They Fare by Venue
On home soil, Bristol City have posted 1.47 PPG from 30 outings (12W 8D 10L).
On the road, Swansea have gone 10W 7D 13L from 30 away games — 1.23 PPG when travelling.
Attack vs Defence
Bristol City are averaging 1.39 goals scored and 1.65 conceded per game recently; Swansea are on 1.29 scored and 1.45 conceded.
On BTTS specifically: Bristol City have seen both teams score in 65% of their recent games.
Last 62 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bristol City
Blended
Swansea
Blended
❓ Frequently Asked Questions
What form are Bristol City and Swansea in coming into this match?
Bristol City have gone 21W 12D 29L in their last 62 games (1.21 PPG), while Swansea have gone 24W 16D 22L in their last 62 (1.42 PPG).
Which team has the better venue record — Bristol City at home or Swansea away?
Bristol City's home record (1.47 PPG) is the stronger of the two venue-specific splits — Bristol City at home: 1.47 PPG; Swansea away: 1.23 PPG.
Have Bristol City or Swansea been keeping clean sheets recently?
Bristol City have kept a clean sheet in 18% of their recent games, Swansea in 32%.
⚔️ 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, 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 are typically involved in an early goal — the half-time board shows at least one in 80% of their matches. They've gone in front at half-time 43% of the time.
Swansea are typically involved in an early goal — the half-time board shows at least one in 73% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Bristol City 67%, Swansea 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 53% (Bristol City) and 57% (Swansea). Stepping up a level, Over 3.5 has also landed reasonably often — 20% and 37% respectively — worth a look for goal-hungry markets.
On the defensive side: Swansea in 30%.
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?
Yes — based on recent matches, both teams have scored in 67% of Bristol City's games and 50% of Swansea's, a combined rate that favours BTTS Yes.
Is Bristol City vs Swansea usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 53% of Bristol City's matches and 57% of Swansea's.
Do Bristol City and Swansea tend to score early?
Bristol City have had a goal before half-time in 80% of their recent matches, Swansea in 73% — a useful reference point for first-half goal markets.
Bristol City and Swansea share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at Ashton Gate, Regular Season - 18, as Bristol City and Swansea drew 1-1 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 Bristol City 1.66 xG and Swansea 1.20 xG, a combined 2.86. 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 Bristol City attack 1.04 / defence 1.00 against Swansea attack 1.06 / defence 1.19, drawn from 63/62 games (CurrentSeason).
On the result, the model split it Bristol City 48% | Draw 24% | Swansea 28%, with Bristol City to win its most likely call at 48%. Instead the game produced a draw, an outcome the model had rated at just 24% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 54%. The game delivered 2, so it stayed under — a miss for the goals model. Over 1.5 had been 78% and landed. On both teams to score, the model sat at 56% and the match saw both sides score — another call in the model's favour. Historically the two sides average 57% Over 2.5 across their same-competition games (Bristol City 61%, Swansea 53%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 56%, which matched the both-scored outcome.
Trading Patterns vs Reality
Bristol City's trading profile (62 games, 30 home) set some clear expectations: BTTS lands in 64% of their matches — today it did.
Swansea's trading profile (62 games, 30 away) set some clear expectations: BTTS lands in 48% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
The form lines were close — Bristol City 1.21 PPG, Swansea 1.42 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 (miss), BTTS (hit). 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.