Cardiff vs Bolton – Pre-Match Analysis
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Poisson model rates Cardiff at 47%, yet other data sources diverge — this Cardiff vs Bolton fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Cardiff host Bolton at Cardiff City Stadium in Championship, Regular Season - 31. Kick-off is scheduled for Saturday 13 February 2027 at 15:00 UTC.
Form Guide
Cardiff — All Games: 3W 3D 4L from 10 Championship outings this season, averaging 1.20 points per game. Last five: W D W L D. Offensively they are averaging 1.60 goals per game, with 1.60 conceded. 1 clean sheet 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 Cardiff, so this record blends games from this season and last.
In front of their own supporters this season, Cardiff have posted 6W 4D 0L at Cardiff City Stadium — 2.20 PPG. They are averaging 2.40 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. Their home PPG of 2.20 is noticeably stronger than their overall 1.20 — Cardiff are significantly better at Cardiff City Stadium than their overall form suggests.
Across all Championship games this season, Bolton have recorded 4W 1D 5L from 10 outings — 1.30 PPG. Last five: D L L W L. They are scoring at 1.60 per game and conceding 2.00. Conceding 2.00 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Bolton, so this record blends games from this season and last.
Bolton away from home this season: 4W 3D 3L from 10 away games — 1.50 PPG on the road. Away from home they average 1.30 goals scored and 1.50 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road.
The form figures are too closely matched to derive a directional pick: Cardiff 1.20 PPG, Bolton 1.30 PPG. Look to other data sets to build the analysis.
H2H Record
The H2H landscape is flat: 3 previous encounters have yielded 1 wins for Cardiff, 2 for Bolton and 0 draws. A neutral reading in isolation.
The last 3 meetings have been tight affairs, averaging just 1.3 goals per game. That low-scoring pattern is a meaningful historical input for the Under 2.5 market. The most recent clash, on 12 Sep 2026, ended 0–1 with Bolton winning.
With a balanced win record and just 1.3 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.
Trading Patterns
Cardiff in-play and half-time data (60 games, 30 at home): they score before half-time in 73% of fixtures in home games; when goalless at HT, a second-half goal follows 88% of the time; BTTS occurs in 57% of their matches (home games); Over 2.5 goals lands in 60% of games (home games); Over 3.5 in 38%.
Bolton in-play and half-time data (60 games, 30 at away): they score before half-time in 62% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 57% of their matches (away games); Over 2.5 goals lands in 40% of games (away games); Over 3.5 in 35%.
From a combined perspective, both sides have high BTTS rates — Cardiff 58% and Bolton 62% — which reinforces the BTTS Yes angle from in-play data. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 57% | Bolton 55%).
Poisson Model
The Poisson distribution model projects Cardiff 1.87 xG and Bolton 1.47 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 1.277 / defence 1.091 | Bolton attack 1.040 / defence 0.969. League average goals — home 1.514 / away 1.292. Cardiff carry an above-average attack strength of 1.277 — their λ of 1.87 reflects genuine attacking quality above the league norm. Data: 14 Cardiff games / 14 Bolton games used (CurrentSeason).
Result probabilities: Cardiff 47% | Draw 22% | Bolton 30%. Fair-value odds: Cardiff 2.13 | Draw 4.55 | Bolton 3.33. Cardiff hold a narrow Poisson edge at 47% — the draw (22%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 65% | BTTS probability 65% | Total xG 3.34. Over 2.5 is the model's clear signal at 65% — a total xG of 3.34 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS Yes at 65% reflects that both xG figures (1.87 / 1.47) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Analysis Verdict
On the Poisson output, Cardiff are the pick at 47% — moderate model lean. With a 22% draw probability, Draw No Bet on Cardiff offers a more defensible entry point than the straight win. The opposing side holds a 30% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 3.34 combined xG gives a 65% probability to Over 2.5 — marginal — conflicting signals, supported by form averaging 3.1 goals per game — though H2H averaging only 1.3 goals per meeting points in the other direction.
Poisson assigns a 65% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Cardiff 70% | Bolton 50% BTTS from recent games.
The outsider holds a 30% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Bolton | Competition: Championship, Regular Season - 31 | Venue: Cardiff City Stadium • Kick-off: Saturday 13 Feb 2027, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 47% | Draw 22% | Bolton 30% • Poisson goal markets: Over 2.5 65% | BTTS 65% | xG Cardiff 1.87 / Bolton 1.47 • Poisson strength factors: Cardiff attack 1.277 / def 1.091 | Bolton attack 1.040 / def 0.969 | league avg home 1.514 / away 1.292 • Poisson stance: Cardiff (47%) — moderate lean
🧮 Prediction Model
1.87
Cardiff xG
Expected Goals
1.47
Bolton xG
65%
BTTS
85%
Over 1.5
65%
Over 2.5
43%
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 Cardiff vs Bolton kick off?
Cardiff vs Bolton is scheduled to kick off at 15:00 on Saturday 13 February 2027 at Cardiff City Stadium.
Where is Cardiff vs Bolton being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Bolton part of?
Cardiff vs Bolton is a Regular Season - 31 fixture in the Championship (England).
Who is favourite to win Cardiff vs Bolton?
Our statistical model gives Cardiff a 47% chance of winning, Bolton a 30% chance, and a 22% chance of a draw — making Cardiff the favourite.
Will both teams score in Cardiff vs Bolton?
Our model estimates a 65% probability that both Cardiff and Bolton will score (BTTS).
Will Cardiff vs Bolton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 65%.
What is the head-to-head record between Cardiff and Bolton?
Record (3 meetings): Cardiff 1W | Draws 0 | Bolton 2W.
What form are Cardiff and Bolton in?
Cardiff (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.60 / GA 1.60 | L5 W-D-W-L-D. Bolton (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.60 / GA 2.00 | L5 D-L-L-W-L.
🧮 Model Insight
Model Mechanics
Cardiff's attacking strength (1.28x league average) is weighed against Bolton's defensive record (0.97x) to produce a home expected-goals figure of 1.87. The same calculation in reverse, Bolton's attack versus Cardiff's defence, projects 1.47 expected goals for the visitors.
These ratings are built from 14/14 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 11.0%. Close behind: 2-1 (9.1%), 1-2 (7.1%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Cardiff Win
47%
2.12
22%
4.46
30%
3.29
Top 3 Most Likely Scorelines
1 – 1
9.7%
Draw
Most likely
2 – 1
9.1%
Home win
1 – 2
7.1%
Away win
Expected Goals & Win Odds
1.87
Cardiff xG
Total xG
3.34
1.47
Bolton xG
2.12
47%
Home win
4.46
22%
Draw
3.29
30%
Away win
Goals Markets
85%
Over 1.5
1.18
15%
Under 1.5
6.67
65%
Over 2.5
1.54
35%
Under 2.5
2.86
43%
Over 3.5
2.33
57%
Under 3.5
1.75
24%
Over 4.5
4.17
76%
Under 4.5
1.32
Match Markets
Both Teams to Score
65%
BTTS Yes
1.54
35%
BTTS No
2.87
Clean Sheet
23%
4.34
15%
6.51
Win to Nil
11%
9.18
5%
21.44
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.5 | 5.2 | 3.8 | 1.9 | 0.7 | 0.2 |
| 1 | 6.6 | 9.7 | 7.1 | 3.5 | 1.3 | 0.4 |
| 2 | 6.2 | 9.1 | 6.7 | 3.3 | 1.2 | 0.4 |
| 3 | 3.9 | 5.7 | 4.2 | 2.0 | 0.7 | 0.2 |
| 4 | 1.8 | 2.7 | 2.0 | 1.0 | 0.4 | 0.1 |
| 5 | 0.7 | 1.0 | 0.7 | 0.4 | 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 Cardiff vs Bolton?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.0%.
How many goals are Cardiff and Bolton expected to score?
The model projects 1.87 expected goals for Cardiff and 1.47 for Bolton, a combined total of 3.34.
How confident is the prediction model for Cardiff vs Bolton?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Cardiff's recent record stands at 30W 16D 14L from 60 games, a 1.77 PPG return, with W-D-W-L-D in the last five. The sample for Cardiff is still a mix of this season and last, given how young the current campaign is.
Bolton, meanwhile, have gone 26W 18D 16L across 60 games — 1.60 PPG, with D-L-L-W-L in their last five. The sample for Bolton is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Cardiff on 1.77 PPG, Bolton on 1.60. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
At home specifically, Cardiff have managed 20W 6D 4L from 30 games — 2.20 PPG in front of their own supporters. That's noticeably better than their 1.77 PPG overall — Cardiff are a different proposition at home than their general record suggests.
Bolton's away record stands at 10W 11D 9L across 30 trips, a 1.37 PPG haul.
Comparing the two in their relevant venue splits, Cardiff come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
The Goals Picture
Cardiff are averaging 1.87 goals scored and 1.22 conceded per game recently; Bolton are on 1.53 scored and 1.30 conceded.
On BTTS specifically: Bolton in 62%.
Last 60 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Blended
Bolton
Blended
❓ Frequently Asked Questions
What form are Cardiff and Bolton in coming into this match?
Cardiff have gone 30W 16D 14L in their last 60 games (1.77 PPG), while Bolton have gone 26W 18D 16L in their last 60 (1.60 PPG).
Which team has the better venue record — Cardiff at home or Bolton away?
Cardiff's home record (2.20 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 2.20 PPG; Bolton away: 1.37 PPG.
Have Cardiff or Bolton been keeping clean sheets recently?
Cardiff have kept a clean sheet in 30% of their recent games, Bolton in 27%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Cardiff and Bolton runs to 3 recorded meetings, the earliest dating 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.
Last 3 Meetings
1
Cardiff
0
Draws
2
Bolton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Bolton?
From 3 meetings on record, Cardiff have won 1, Bolton have won 2, and 0 have been drawn.
When did Cardiff and Bolton last play each other?
They last met on 12 September 2026, when Bolton 1-0 Cardiff.
Who has won more matches between Cardiff and Bolton?
Bolton have the better head-to-head record, with 2 wins from 3 meetings.
📈 Trading Insight
Half-Time Trends
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 40% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 13% of those situations.
Bolton are typically involved in an early goal — the half-time board shows at least one in 62% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Cardiff 57%, Bolton 57% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 60% (Cardiff) and 40% (Bolton).
On the defensive side: Cardiff keep a clean sheet in 33% of their matches; Bolton in 27%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff home games / Bolton away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cardiff play Bolton?
Yes — based on recent matches, both teams have scored in 57% of Cardiff's games and 57% of Bolton's, a combined rate that favours BTTS Yes.
Is Cardiff vs Bolton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 60% of Cardiff's recent games and 40% of Bolton's, pointing to a tighter contest.
Do Cardiff and Bolton tend to score early?
Cardiff have had a goal before half-time in 73% of their recent matches, Bolton in 62% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.
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