Bolton 1-0 Cardiff – Result & Analysis
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Poisson model rates Bolton at 45%, yet in-form Cardiff provide a compelling counter-argument — this Bolton vs Cardiff fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Bolton host Cardiff at Toughsheet Community Stadium in League One, Regular Season - 14. Kick-off is scheduled for Saturday 25 October 2025 at 12:30 UTC.
Form Analysis
Looking at all fixtures this season, Bolton stand at 4W 4D 2L from 10 League One matches — 1.60 PPG. Last five: W L W L W. Offensively they are averaging 1.50 goals per game, with 1.20 conceded. 1 clean sheet 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. This season is still relatively young for Bolton, so this record blends games from this season and last.
Bolton's form when playing at home: 5W 3D 2L across 10 games at Toughsheet Community Stadium this term (1.80 PPG). At home they are averaging 1.50 goals scored and 0.80 conceded per game.
Across all League One games this season, Cardiff have recorded 7W 1D 2L from 10 outings — 2.20 PPG. Last five: L W L W W. They are scoring at 1.90 per game and conceding 0.90. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. This season is still relatively young for Cardiff, so this record blends games from this season and last.
When travelling in League One this season, Cardiff have posted 4W 4D 2L from 10 away outings — 1.60 PPG. Away from home they average 1.10 goals scored and 1.00 conceded per game. 5 away clean sheets from 10 games (50%) — they are as difficult to score against on the road as they are at home. Their away PPG of 1.60 is notably below their overall 2.20 — form away from home has been a clear weakness this season.
The form data does not support a straightforward home bias here. Cardiff are 0.60 PPG ahead (2.20 vs 1.60), making them the form-guided selection despite the trip.
In-Play Profile
Bolton in-play tendencies (58 games, 28 at home): they score before half-time in 68% of fixtures in home games; when goalless at HT, a second-half goal follows 85% of the time; two or more arrive in the second half on 55% of those occasions; BTTS occurs in 61% of their matches (home games); Over 2.5 goals lands in 61% of games (home games).
Cardiff in-play tendencies (58 games, 28 at away): they score before half-time in 75% of fixtures in away games; when goalless at HT, a second-half goal follows 81% of the time; two or more arrive in the second half on 52% of those occasions; BTTS occurs in 61% of their matches (away games); Over 2.5 goals lands in 46% of games (away games).
BTTS rates are mixed from the trading data — Bolton 59% versus Cardiff 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bolton 53% | Cardiff 45%).
Poisson Model
The Poisson distribution model projects Bolton 1.26 xG and Cardiff 0.87 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: Bolton attack 1.262 / defence 0.868 | Cardiff attack 0.921 / defence 0.756. League average goals — home 1.323 / away 1.094. Bolton carry an above-average attack strength of 1.262 — their λ of 1.26 reflects genuine attacking quality above the league norm. Cardiff's defence strength of 0.756 is below average — they are conceding at a rate that inflates the home xG figure. Data: 59 Bolton games / 12 Cardiff games used (CurrentSeason).
Result probabilities: Bolton 45% | Draw 29% | Cardiff 26%. Fair-value odds: Bolton 2.22 | Draw 3.45 | Cardiff 3.85. Bolton hold a narrow Poisson edge at 45% — the draw (29%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 36% | BTTS probability 42% | Total xG 2.14. Under 2.5 has a narrow probability edge at 64% — total xG of 2.14 is below the line but not decisively so. BTTS probability of 42% is moderate — 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 Bolton at 45% — moderate model lean. Note a divergence: in-form Cardiff (2.20 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. With a 29% draw probability, Draw No Bet on Bolton offers a more defensible entry point than the straight win.
The Poisson model projects 2.14 xG in total — Under 2.5 at 36% — reasonable confidence, supported by form averaging 2.2 goals per game.
On the BTTS market, Poisson puts 42% on No. Form rates corroborate: Bolton 50% | Cardiff 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bolton vs Cardiff | Competition: League One, Regular Season - 14 | Venue: Toughsheet Community Stadium • Kick-off: Saturday 25 Oct 2025, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 45% | Draw 29% | Cardiff 26% • Poisson goal markets: Over 2.5 36% | BTTS 42% | xG Bolton 1.26 / Cardiff 0.87 • Poisson strength factors: Bolton attack 1.262 / def 0.868 | Cardiff attack 0.921 / def 0.756 | league avg home 1.323 / away 1.094 • Poisson stance: Bolton (45%) — moderate lean
🧮 Prediction Model
1.26
Bolton xG
Expected Goals
0.87
Cardiff xG
42%
BTTS
63%
Over 1.5
36%
Over 2.5
17%
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 Bolton vs Cardiff kick off?
Bolton vs Cardiff kicked off at 12:30 on Saturday 25 October 2025 at Toughsheet Community Stadium.
What was the final score in Bolton vs Cardiff?
Bolton 1 - 0 Cardiff.
Where is Bolton vs Cardiff being played?
The match is being played at Toughsheet Community Stadium.
What competition is Bolton vs Cardiff part of?
Bolton vs Cardiff is a Regular Season - 14 fixture in the League One (England).
Who is favourite to win Bolton vs Cardiff?
Our statistical model gives Bolton a 45% chance of winning, Cardiff a 26% chance, and a 29% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Cardiff?
Our model estimates a 42% probability that both Bolton and Cardiff will score (BTTS).
Will Bolton vs Cardiff have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 36%.
What is the head-to-head record between Bolton and Cardiff?
No recorded head-to-head meetings available in the dataset.
What form are Bolton and Cardiff in?
Bolton (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.50 / GA 1.20 | L5 W-L-W-L-W. Cardiff (all comps): 7W-1D-2L in 10 | 2.20 PPG | GF 1.90 / GA 0.90 | L5 L-W-L-W-W.
🧮 Model Insight
How the Model Works This Match
Working from Bolton's attack rating (1.26) and Cardiff's defence rating (0.76), the model arrives at 1.26 expected goals for the home side. The same calculation in reverse, Cardiff's attack versus Bolton's defence, projects 0.87 expected goals for the visitors.
These ratings are built from 59/12 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 14.7%. Close behind: 0-0 (13.5%), 1-0 (13.2%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bolton Win
45%
2.20
29%
3.46
26%
3.89
Top 3 Most Likely Scorelines
1 – 0
14.9%
Home win
Most likely
1 – 1
13.0%
Draw
0 – 0
11.8%
Draw
Expected Goals & Win Odds
1.26
Bolton xG
Total xG
2.14
0.87
Cardiff xG
2.20
45%
Home win
3.46
29%
Draw
3.89
26%
Away win
Goals Markets
63%
Over 1.5
1.59
37%
Under 1.5
2.70
36%
Over 2.5
2.78
64%
Under 2.5
1.56
17%
Over 3.5
5.88
83%
Under 3.5
1.20
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
42%
BTTS Yes
2.39
58%
BTTS No
1.72
Clean Sheet
42%
2.40
28%
3.53
Win to Nil
19%
5.28
7%
13.73
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.8 | 10.3 | 4.5 | 1.3 | 0.3 | 0.1 |
| 1 | 14.9 | 13.0 | 5.7 | 1.7 | 0.4 | 0.1 |
| 2 | 9.4 | 8.2 | 3.6 | 1.0 | 0.2 | – |
| 3 | 4.0 | 3.5 | 1.5 | 0.4 | 0.1 | – |
| 4 | 1.2 | 1.1 | 0.5 | 0.1 | – | – |
| 5 | 0.3 | 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 Bolton vs Cardiff?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.7%.
How many goals are Bolton and Cardiff expected to score?
The model projects 1.26 expected goals for Bolton and 0.87 for Cardiff, a combined total of 2.14.
How confident is the prediction model for Bolton vs Cardiff?
Not very — the model's leading outcome sits at just 45%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Bolton come into this having played 58 games, going 24W 13D 21L for 1.47 points per game. Their last five reads W-L-W-L-W. The sample for Bolton is still a mix of this season and last, given how young the current campaign is.
On the other side, Cardiff sit at 1.21 PPG from 58 outings (17W 19D 22L), a run that reads L-W-L-W-W across their last five. The sample for Cardiff is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Bolton on 1.47 PPG, Cardiff on 1.21. Other factors will likely decide this one more than recent results.
Venue Form
Bolton's home form reads 15W 5D 8L across 28 games on their own ground, a 1.79 PPG return.
Away from home, Cardiff have taken 1.00 points per game from 28 outings (5W 13D 10L).
Comparing the two in their relevant venue splits, Bolton come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Goals in Recent Form
Bolton are averaging 1.43 goals scored and 1.45 conceded per game recently; Cardiff are on 1.19 scored and 1.43 conceded.
Last 58 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Blended
Cardiff
Blended
❓ Frequently Asked Questions
What form are Bolton and Cardiff in coming into this match?
Bolton have gone 24W 13D 21L in their last 58 games (1.47 PPG), while Cardiff have gone 17W 19D 22L in their last 58 (1.21 PPG).
Which team has the better venue record — Bolton at home or Cardiff away?
Bolton's home record (1.79 PPG) is the stronger of the two venue-specific splits — Bolton at home: 1.79 PPG; Cardiff away: 1.00 PPG.
⚔️ Rivalry Insight
Fixture History
2 meetings separate these sides on the data we hold, the series stretching back to October 2025. Every recorded meeting has come in League One. They last met on 11 April 2026, roughly 5 months ago.
Last 2 Meetings
1
Bolton
0
Draws
1
Cardiff
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Cardiff?
From 2 meetings on record, Bolton have won 1, Cardiff have won 1, and 0 have been drawn.
When did Bolton and Cardiff last play each other?
They last met on 11 April 2026, when Cardiff 2-0 Bolton.
📈 Trading Insight
First-Half Patterns
Bolton are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 29% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 21% of those situations.
Cardiff are typically involved in an early goal — the half-time board shows at least one in 75% 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.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Bolton 61%, Cardiff 61% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 61% (Bolton) and 46% (Cardiff).
On the defensive side: Cardiff in 29%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bolton home games / Cardiff away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bolton play Cardiff?
Yes — based on recent matches, both teams have scored in 61% of Bolton's games and 61% of Cardiff's, a combined rate that favours BTTS Yes.
Is Bolton vs Cardiff usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 61% of Bolton's recent games and 46% of Cardiff's, pointing to a tighter contest.
Do Bolton and Cardiff tend to score early?
Bolton have had a goal before half-time in 68% of their recent matches, Cardiff in 75% — a useful reference point for first-half goal markets.
Prediction vindicated as Bolton edge out Cardiff 1-0.
📝 Match Report
How It Unfolded
Bolton beat Cardiff 1-0 at Toughsheet Community Stadium, Regular Season - 14, in the League One. 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 Bolton 1.26 xG and Cardiff 0.87 xG, a combined 2.14. The scoreboard read 1-0 for 1 actual goal. Cardiff landed 0.9 under their projected return. Those figures were built on strength ratings of Bolton attack 1.26 / defence 0.87 against Cardiff attack 0.92 / defence 0.76, drawn from 59/12 games (CurrentSeason).
On the result, the model split it Bolton 45% | Draw 29% | Cardiff 26%, with Bolton to win its most likely call at 45%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 36%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 63% and missed. On both teams to score, the model sat at 42% and the match did not — another call in the model's favour. Historically the two sides average 49% Over 2.5 across their same-competition games (Bolton 53%, Cardiff 45%), a base rate that agreed with today's under. Their combined BTTS history runs at 56%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Bolton's trading profile (58 games, 28 home) set some clear expectations: BTTS lands in 59% of their matches — today it did not.
Cardiff's trading profile (58 games, 28 away) set some clear expectations: BTTS lands in 53% 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 — Bolton 1.47 PPG, Cardiff 1.21 PPG — offering no strong steer, and the Bolton win broke the near-deadlock. Bolton (home/away splits) conceded 0 against a 1.29 average — tighter than their form line. Cardiff (home/away splits) managed 0 against a 1.04 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.