Bolton 1-0 Cardiff – Result & Analysis
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Poisson model rates Bolton at 45%, yet other data sources diverge — this Bolton vs Cardiff fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Bolton host Cardiff at Toughsheet Community Stadium in Championship, Regular Season - 7. Kick-off is scheduled for Saturday 12 September 2026 at 11:30 UTC.
Form Analysis
Looking at all fixtures this season, Bolton stand at 4W 1D 5L from 10 Championship matches — 1.30 PPG. Last five: D L L L L. They are averaging 1.40 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. Bolton have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Bolton's form when playing at home: 4W 3D 3L across 10 games at Toughsheet Community Stadium this term (1.50 PPG). They are averaging 2.10 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Across all Championship games this season, Cardiff have recorded 3W 4D 3L from 10 outings — 1.30 PPG. Last five: D D L L D. Their attacking form is sharp — 2.00 goals per game is a high-output rate that commands respect in the goals markets. 1 clean sheet from 10 outings suggests some defensive organisation. Both teams have scored in 80% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. Cardiff have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
When travelling in Championship this season, Cardiff have posted 3W 4D 3L from 10 away outings — 1.30 PPG. They are averaging 2.10 goals per away game — strong road scoring that makes them a threat even without home support. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
The form figures are too closely matched to derive a directional pick: Bolton 1.30 PPG, Cardiff 1.30 PPG. Look to other data sets to build the analysis.
Both teams score in over 70% of each side's relevant games (using home/away splits). At that combined rate, BTTS Yes is as well-evidenced as it gets — the data strongly backs two-way scoring.
H2H Record
There is little to separate the sides historically. From 2 previous meetings, Bolton have won 1, Cardiff 1, with 0 draws — a balanced ledger that offers no obvious directional steer on its own.
These sides have historically produced few goals — 1.5 per contest from 2 previous meetings. The Under 2.5 market has a well-supported historical case here. The most recent clash, on 11 Apr 2026, ended 0–2 with Cardiff winning.
With a balanced win record and just 1.5 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
In-Play Profile
Bolton in-play tendencies (52 games, 26 at home): they score before half-time in 65% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 65% of their matches (home games); Over 2.5 goals lands in 69% of games (home games).
Cardiff in-play tendencies (52 games, 26 at away): they score before half-time in 73% of fixtures in away games; when goalless at HT, a second-half goal follows 87% of the time; BTTS occurs in 62% of their matches (away games); Over 2.5 goals lands in 50% of games (away games); Over 3.5 in 36%.
BTTS rates are mixed from the trading data — Bolton 62% versus Cardiff 58%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bolton 52% | Cardiff 54%).
Poisson Model
The Poisson distribution model projects Bolton 1.70 xG and Cardiff 1.27 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 0.841 / defence 1.287 | Cardiff attack 0.797 / defence 1.360. League average goals — home 1.486 / away 1.234. Cardiff bring a strong defensive rating of 1.360 — this is suppressing Bolton's projected output below what their attack strength alone would suggest. Data: 6 Bolton games / 6 Cardiff games used (CurrentSeason).
Result probabilities: Bolton 45% | Draw 30% | Cardiff 26%. Fair-value odds: Bolton 2.22 | Draw 3.33 | Cardiff 3.85. Bolton hold a narrow Poisson edge at 45% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 57% | BTTS probability 62% | Total xG 2.97. Over 2.5 holds a meaningful probability edge at 57% — the 2.97 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 62% reflects that both xG figures (1.70 / 1.27) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Summary & Verdict
The Poisson model's primary lean is Bolton at 45% — moderate model lean. With a 30% draw probability, Draw No Bet on Bolton offers a more defensible entry point than the straight win.
The Poisson model projects 2.97 xG in total — Over 2.5 at 57% — reasonable confidence, supported by form averaging 3.6 goals per game.
On the BTTS market, Poisson puts 62% on Yes. Form rates corroborate: Bolton 70% | Cardiff 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bolton vs Cardiff | Competition: Championship, Regular Season - 7 | Venue: Toughsheet Community Stadium • Kick-off: Saturday 12 Sep 2026, 11:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bolton 45% | Draw 30% | Cardiff 26% • Poisson goal markets: Over 2.5 57% | BTTS 62% | xG Bolton 1.70 / Cardiff 1.27 • Poisson strength factors: Bolton attack 0.841 / def 1.287 | Cardiff attack 0.797 / def 1.360 | league avg home 1.486 / away 1.234 • Poisson stance: Bolton (45%) — moderate lean
🧮 Prediction Model
1.70
Bolton xG
Expected Goals
1.27
Cardiff xG
62%
BTTS
83%
Over 1.5
57%
Over 2.5
35%
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 11:30 on Saturday 12 September 2026 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 - 7 fixture in the Championship (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 30% chance of a draw — making Bolton the favourite.
Will both teams score in Bolton vs Cardiff?
Our model estimates a 62% 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 57%.
What is the head-to-head record between Bolton and Cardiff?
Record (2 meetings): Bolton 1W | Draws 0 | Cardiff 1W.
What form are Bolton and Cardiff in?
Bolton (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.40 / GA 1.60 | L5 D-L-L-L-L. Cardiff (all comps): 3W-4D-3L in 10 | 1.30 PPG | GF 2.00 / GA 1.70 | L5 D-D-L-L-D.
🧮 Model Insight
How the Model Works This Match
Working from Bolton's attack rating (0.84) and Cardiff's defence rating (1.36), the model arrives at 1.70 expected goals for the home side. The same calculation in reverse, Cardiff's attack versus Bolton's defence, projects 1.27 expected goals for the visitors.
These ratings are built from 6/6 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 12.5%. Close behind: 2-1 (9.4%), 2-0 (7.4%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Bolton Win
45%
2.24
30%
3.37
26%
3.90
Top 3 Most Likely Scorelines
1 – 1
11.1%
Draw
Most likely
2 – 1
9.4%
Home win
1 – 0
8.8%
Home win
Expected Goals & Win Odds
1.70
Bolton xG
Total xG
2.97
1.27
Cardiff xG
2.24
45%
Home win
3.37
30%
Draw
3.90
26%
Away win
Goals Markets
80%
Over 1.5
1.25
20%
Under 1.5
5.00
57%
Over 2.5
1.75
43%
Under 2.5
2.33
35%
Over 3.5
2.86
65%
Under 3.5
1.54
18%
Over 4.5
5.56
82%
Under 4.5
1.22
Match Markets
Both Teams to Score
62%
BTTS Yes
1.62
38%
BTTS No
2.61
Clean Sheet
28%
3.55
18%
5.47
Win to Nil
13%
7.94
5%
21.37
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.2 | 6.5 | 4.1 | 1.7 | 0.6 | 0.1 |
| 1 | 8.8 | 11.1 | 7.0 | 3.0 | 0.9 | 0.2 |
| 2 | 7.4 | 9.4 | 6.0 | 2.5 | 0.8 | 0.2 |
| 3 | 4.2 | 5.3 | 3.4 | 1.4 | 0.5 | 0.1 |
| 4 | 1.8 | 2.3 | 1.4 | 0.6 | 0.2 | – |
| 5 | 0.6 | 0.8 | 0.5 | 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 Bolton vs Cardiff?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.5%.
How many goals are Bolton and Cardiff expected to score?
The model projects 1.70 expected goals for Bolton and 1.27 for Cardiff, a combined total of 2.97.
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 52 games, going 22W 18D 12L for 1.62 points per game. Their last five reads D-L-L-L-L. It's still early in the season for Bolton, so this record blends in a handful of games from last season too.
On the other side, Cardiff sit at 1.83 PPG from 52 outings (27W 14D 11L), a run that reads D-D-L-L-D across their last five. It's still early in the season for Cardiff, so this record blends in a handful of games from last season too.
Form-wise this is close to level: Bolton on 1.62 PPG, Cardiff on 1.83. Other factors will likely decide this one more than recent results.
Venue Form
Bolton's home form reads 15W 7D 4L across 26 games on their own ground, a 2.00 PPG return.
Away from home, Cardiff have taken 1.50 points per game from 26 outings (10W 9D 7L).
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 1.52 goals scored and 1.19 conceded per game recently; Cardiff are on 1.87 scored and 1.15 conceded.
On BTTS specifically: Bolton have seen both teams score in 62% of their recent games.
Last 52 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bolton
Early Season
Cardiff
Early Season
❓ Frequently Asked Questions
What form are Bolton and Cardiff in coming into this match?
Bolton have gone 22W 18D 12L in their last 52 games (1.62 PPG), while Cardiff have gone 27W 14D 11L in their last 52 (1.83 PPG).
Which team has the better venue record — Bolton at home or Cardiff away?
Bolton's home record (2.00 PPG) is the stronger of the two venue-specific splits — Bolton at home: 2.00 PPG; Cardiff away: 1.50 PPG.
Have Bolton or Cardiff been keeping clean sheets recently?
Bolton have kept a clean sheet in 25% of their recent games, Cardiff in 33%.
⚔️ Rivalry Insight
Fixture History
3 meetings separate these sides on the data we hold, the series stretching back to October 2025. The pairing has crossed competitions too — League One, Championship all feature in the head-to-head log. The two were last together as recently as 12 September 2026, so this form is fresh in the memory.
Streaks & Records
Bolton's record when hosting Cardiff specifically: 2W 0D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 3 Meetings
2
Bolton
0
Draws
1
Cardiff
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bolton and Cardiff?
From 3 meetings on record, Bolton have won 2, Cardiff have won 1, and 0 have been drawn.
When did Bolton and Cardiff last play each other?
They last met on 12 September 2026, when Bolton 1-0 Cardiff.
Who has won more matches between Bolton and Cardiff?
Bolton have the better head-to-head record, with 2 wins from 3 meetings.
📈 Trading Insight
First-Half Patterns
Bolton are typically involved in an early goal — the half-time board shows at least one in 65% of their matches. They've gone in front at half-time 38% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Cardiff are typically involved in an early goal — the half-time board shows at least one in 73% of their matches. They've gone in front at half-time 31% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Bolton 65%, Cardiff 62% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 69% (Bolton) and 50% (Cardiff). Stepping up a level, Over 3.5 has also landed reasonably often — 42% and 35% respectively — worth a look for goal-hungry markets.
On the defensive side: Cardiff in 31%.
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 65% of Bolton's games and 62% of Cardiff's, a combined rate that favours BTTS Yes.
Is Bolton vs Cardiff usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 69% of Bolton's matches and 50% of Cardiff's.
Do Bolton and Cardiff tend to score early?
Bolton have had a goal before half-time in 65% of their recent matches, Cardiff in 73% — 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 - 7, 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 Bolton 1.70 xG and Cardiff 1.27 xG, a combined 2.97. The scoreboard read 1-0 for 1 actual goal. Cardiff landed 1.3 under their projected return. Those figures were built on strength ratings of Bolton attack 0.84 / defence 1.29 against Cardiff attack 0.80 / defence 1.36, drawn from 6/6 games (CurrentSeason).
On the result, the model split it Bolton 45% | Draw 30% | 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 57%. The game delivered 1, so it stayed under — against the model's lean. Over 1.5 had been 83% and missed. On both teams to score, the model sat at 62% and the match did not — a miss on BTTS. Historically the two sides average 53% Over 2.5 across their same-competition games (Bolton 52%, Cardiff 54%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 60%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Bolton's trading profile (52 games, 26 home) set some clear expectations: BTTS lands in 62% of their matches — today it did not.
Cardiff's trading profile (52 games, 26 away) set some clear expectations: BTTS lands in 58% of their matches — today it did not; they keep a clean sheet 33% of the time, and conceded here.
Form vs Result
The form lines were close — Bolton 1.62 PPG, Cardiff 1.83 PPG — offering no strong steer, and the Bolton win broke the near-deadlock. Bolton (home/away splits) managed 1 against a 2.00 scoring average — below par going forward and conceded 0 against a 1.12 average — tighter than their form line. Cardiff (home/away splits) managed 0 against a 1.65 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.