Cardiff 2-0 Bristol City – Result & Analysis
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Poisson rates Cardiff at 40% — recent form provides partial corroboration, though signals are mixed in this Cardiff vs Bristol City encounter.
✍️ Match Preview
Fixture Analysis
Cardiff welcome Bristol City to Cardiff City Stadium in Championship (matchday 14). Kick-off is Saturday 28 October 2023 at 16:00 UK time.
Recent Form
Across their last 10 games, Cardiff have gone 6W 1D 3L — a 1.90 PPG return. Last five: W L D L W. Offensively they are averaging 1.70 goals per game, with 1.00 conceded. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
Cardiff's home record over their last 10 home games: 4W 2D 4L (1.40 PPG). 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. Somewhat surprisingly, their home PPG of 1.40 lags behind their overall 1.90 — home advantage has not translated into better results recently.
Looking at their last 10 matches, Bristol City stand at 4W 2D 4L — 1.40 PPG. Last five: L W L W L. Their scoring rate of 1.30 per game is modest, conceding 1.10 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings (20%). Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
On the road, Bristol City have gone 5W 1D 4L in their last 10 away fixtures (1.60 PPG). Away from home they average 1.10 goals scored and 1.00 conceded per game.
Cardiff are in the better shape of the two on recent form — 0.50 PPG ahead (1.90 vs 1.40). That form margin is the baseline of a sensible selection even before other signals are layered in.
Head to Head
The H2H picture is flat: the 4 H2H matches we hold have produced 1 wins for Cardiff, 3 for Bristol City and 0 draws. Form and model data should carry more weight here.
The 4 H2H matches in our data have been high-scoring — 3.0 goals per game on average — which backs the Over 2.5 market from the head-to-head side. The most recent of those, on 4 Mar 2023, ended Cardiff 2–0 Bristol City — a Cardiff win.
With the win record balanced, the strongest H2H signal is in the goals market — at 3.0 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
Trading Patterns
Cardiff in-play and half-time data (last 59 games, 29 of them at home): at least one goal arrives before half-time in 45% of their matches in home games; when goalless at HT, a second-half goal follows 86% of the time; of the 10 games they led at half-time, they failed to win 40%; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 31% of games (home games); they fail to score in 36% of games.
Bristol City in-play and half-time data (last 59 games, 29 of them away): at least one goal arrives before half-time in 69% of their matches in away games; when goalless at HT, a second-half goal follows 72% of the time; of the 21 games they led at half-time, they failed to win 38%; BTTS occurs in 55% of their matches (away games); Over 2.5 goals lands in 41% of games (away games).
BTTS rates are mixed from the trading data — Cardiff 44% versus Bristol City 54%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Cardiff 39% | Bristol City 39%).
Poisson Model
The Poisson distribution model projects Cardiff 1.31 xG and Bristol City 1.17 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: Cardiff attack 1.081 / defence 0.983 | Bristol City attack 0.971 / defence 0.893. League average goals — home 1.355 / away 1.224. Data: built from Cardiff's last 59 games and Bristol City's last 59.
Result probabilities: Cardiff 40% | Draw 27% | Bristol City 33%. Fair-value odds: Cardiff 2.52 | Draw 3.68 | Bristol City 3.03. This is a low-confidence result — no outcome reaches 45%. The draw at 27% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 45% | BTTS Yes probability 50% | Total xG 2.48. Under 2.5 has a narrow probability edge at 55% — total xG of 2.48 is below the line but not decisively so. BTTS Yes at 50% is only a slight lean — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Cardiff at 40% — marginal model lean. Recent form corroborates the Poisson lean — partial multi-source support. With a 27% draw probability, Draw No Bet on Cardiff offers a more defensible entry point than the straight win. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.48 combined xG gives a 55% probability to Under 2.5 — low conviction — though the H2H data averaging 3.0 goals per game across 4 H2H matches points the other way.
Poisson assigns a 50% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate — both teams scored in: Cardiff 70% (last 10 home games) | Bristol City 50% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Bristol City | Competition: Championship, matchday 14 | Venue: Cardiff City Stadium • Kick-off: Saturday 28 October 2023 at 16:00 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 40% | Draw 27% | Bristol City 33% • Poisson goal markets: Over 2.5 45% (Under 55%) | BTTS Yes 50% (No 50%) | xG Cardiff 1.31 / Bristol City 1.17 • Poisson strength factors: Cardiff attack 1.081 / def 0.983 | Bristol City attack 0.971 / def 0.893 | league avg home 1.355 / away 1.224 • Poisson stance: Cardiff (40%) — low confidence — close contest
🧮 Prediction Model
1.31
Cardiff xG
Expected Goals
1.17
Bristol City 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.
❓ Cardiff vs Bristol City FAQs
What time does Cardiff vs Bristol City kick off?
Cardiff vs Bristol City kicked off at 16:00 UK time on Saturday 28 October 2023 at Cardiff City Stadium.
What was the final score in Cardiff vs Bristol City?
Cardiff 2 - 0 Bristol City.
Where is Cardiff vs Bristol City being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Bristol City part of?
Cardiff vs Bristol City is a Championship fixture (matchday 14) (England).
Who is favourite to win Cardiff vs Bristol City?
Our statistical model gives Cardiff a 40% chance of winning, Bristol City a 33% chance, and a 27% chance of a draw — making Cardiff the favourite.
Will both teams score in Cardiff vs Bristol City?
Our model estimates a 50% probability that both Cardiff and Bristol City will score — effectively a coin flip.
Will Cardiff vs Bristol City have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 45%, so it leans towards under 2.5 goals (55%).
🧮 Model Insight
Model Mechanics
Working from Cardiff's attack rating (1.08) and Bristol City's defence rating (0.89), the model arrives at 1.31 expected goals for the home side. The same calculation in reverse, Bristol City's attack versus Cardiff's defence, projects 1.17 expected goals for the visitors.
These ratings are built from Cardiff's last 59 games and Bristol City's last 59 — a full enough recent 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 14.5%. Close behind: 0-0 (10.1%), 1-0 (9.3%). 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
Cardiff Win
40%
2.52
27%
3.68
33%
3.03
Top 3 Most Likely Scorelines
1 – 1
12.8%
Draw
Most likely
1 – 0
11.0%
Home win
0 – 1
9.8%
Away win
Expected Goals & Win Odds
1.31
Cardiff xG
Total xG
2.48
1.17
Bristol City xG
2.52
40%
Home win
3.68
27%
Draw
3.03
33%
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
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
50%
BTTS Yes
1.99
50%
BTTS No
2.01
Clean Sheet
31%
3.22
27%
3.70
Win to Nil
12%
8.09
9%
11.19
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.4 | 9.8 | 5.7 | 2.2 | 0.7 | 0.2 |
| 1 | 11.0 | 12.8 | 7.5 | 2.9 | 0.9 | 0.2 |
| 2 | 7.2 | 8.4 | 4.9 | 1.9 | 0.6 | 0.1 |
| 3 | 3.1 | 3.7 | 2.1 | 0.8 | 0.2 | 0.1 |
| 4 | 1.0 | 1.2 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.3 | 0.3 | 0.2 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Cardiff vs Bristol City Prediction FAQs
What is the most likely scoreline for Cardiff vs Bristol City?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.5%.
How many goals are Cardiff and Bristol City expected to score?
The model projects 1.31 expected goals for Cardiff and 1.17 for Bristol City, a combined total of 2.48.
How confident is the prediction model for Cardiff vs Bristol City?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Cardiff come into this having played 59 games, going 19W 12D 28L for 1.17 points per game. Their last five reads W-L-D-L-W.
On the other side, Bristol City sit at 1.31 PPG from 59 outings (20W 17D 22L), a run that reads L-W-L-W-L across their last five.
Form-wise this is close to level: Cardiff on 1.17 PPG, Bristol City on 1.31. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
Cardiff's home form reads 10W 8D 11L across their last 29 home games, a 1.31 PPG return.
Away from home, Bristol City have taken 1.21 points per game from their last 29 away games (9W 8D 12L).
The Goals Picture
Cardiff are averaging 1.05 goals scored and 1.25 conceded per game recently; Bristol City are on 1.19 scored and 1.19 conceded.
Last 59 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Blended
Bristol City
Blended
Cardiff (Home) vs Bristol City (Away)
Home games only for the home side · Away games only for the away side
Cardiff
Blended
Bristol City
Blended
❓ Cardiff vs Bristol City Form FAQs
What form are Cardiff and Bristol City in coming into this match?
Cardiff have gone 19W 12D 28L in their last 59 games (1.17 PPG), while Bristol City have gone 20W 17D 22L in their last 59 (1.31 PPG).
Which team has the better venue record — Cardiff at home or Bristol City away?
Cardiff's home record (1.31 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.31 PPG; Bristol City away: 1.21 PPG.
⚔️ Rivalry Insight
A Look Back
The head-to-head numbers here are drawn from the 8 H2H matches in our data, going back to August 2021. All of them came in Championship. The most recent in our data was on 15 February 2025, some 1 year back — so squads and form on both sides may look very different now.
Digging Into the Numbers
The most recent 2 H2H matches in our data have all been drawn — an unusually settled run for this fixture.
Cardiff's record when hosting Bristol City specifically: 2W 1D 1L from 4 games — a narrower, venue-specific slice of the head-to-head picture.
Last 8 Meetings
3
Cardiff
2
Draws
3
Bristol City
Recent Meetings
❓ Cardiff vs Bristol City H2H FAQs
What is the head-to-head record between Cardiff and Bristol City?
Across the 8 head-to-head matches in our data, Cardiff have won 3, Bristol City have won 3, and 2 have been drawn.
When did Cardiff and Bristol City last play each other?
The most recent meeting in our data was on 15 February 2025: Cardiff 1-1 Bristol City.
📈 Trading Insight
Half-Time Trends
Cardiff see a goal before the break in 45% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 14% of those situations.
Bristol City are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 28% of the time, though they've let that lead slip 38% 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 38% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Cardiff 52%, Bristol City 55% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 31% (Cardiff) and 41% (Bristol City).
On the defensive side: Cardiff keep a clean sheet in 34% of their matches; Bristol City in 34%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff home games / Bristol City away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Cardiff vs Bristol City Trading FAQs
Do both teams usually score in Cardiff and Bristol City matches?
Not especially — both teams scoring has occurred in only 52% of Cardiff's recent matches and 55% of Bristol City's, a rate that leans toward BTTS No.
Are Cardiff and Bristol City matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 31% of Cardiff's recent games and 41% of Bristol City's, pointing to a tighter contest.
Do Cardiff and Bristol City matches tend to have early goals?
There has been at least one first-half goal in 45% of Cardiff's recent matches and 69% of Bristol City's — a useful reference point for first-half goal markets.
Cardiff cruise to a comfortable 2-0 victory over Bristol City.
📝 Match Report
How It Unfolded
Cardiff beat Bristol City 2-0 at Cardiff City Stadium, Regular Season - 14, 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 Cardiff 1.31 xG and Bristol City 1.17 xG, a combined 2.48. The scoreboard read 2-0 for 2 actual goals. Bristol City landed 1.2 under their projected return. Those figures were built on strength ratings of Cardiff attack 1.08 / defence 0.98 against Bristol City attack 0.97 / defence 0.89, drawn from 59/59 games (CurrentSeason).
On the result, the model split it Cardiff 40% | Draw 27% | Bristol City 33%, with Cardiff to win its most likely call at 40%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 45%. The game delivered 2, so it stayed under — in line with the projection. Over 1.5 had been 71% and landed. On both teams to score, the model sat at 50% and the match did not — a miss on BTTS. Historically the two sides average 39% Over 2.5 across their same-competition games (Cardiff 39%, Bristol City 39%), a base rate that agreed with today's under. Their combined BTTS history runs at 49%, which matched the one-sided outcome.
Trading Patterns vs Reality
Cardiff's trading profile (59 games, 29 home) set some clear expectations: BTTS lands in 44% of their matches — today it did not.
Bristol City's trading profile (59 games, 29 away) set some clear expectations: BTTS lands in 54% of their matches — today it did not; they fail to score in 29% of games, a blank that repeated today.
Form vs Result
The form lines were close — Cardiff 1.17 PPG, Bristol City 1.31 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Cardiff (home/away splits) scored 2 against a 1.07 average — above their attacking norm and conceded 0 against a 1.03 average — tighter than their form line. Bristol City (home/away splits) managed 0 against a 1.10 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (miss). 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.
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