Cardiff vs Bolton – Pre-Match Analysis
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Poisson model rates Cardiff at 42%, 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: 4W 4D 2L from 10 Championship outings this season, averaging 1.60 points per game. Last five: L D D D L. They are averaging 2.20 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 80% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. Cardiff have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
In front of their own supporters this season, Cardiff have posted 5W 3D 2L at Cardiff City Stadium — 1.80 PPG. At home they are averaging 1.80 goals scored and 1.00 conceded per game.
Across all Championship games this season, Bolton have recorded 4W 3D 3L from 10 outings — 1.50 PPG. Last five: W W D L L. They are scoring at 1.60 per game and conceding 1.30. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. Bolton have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Bolton away from home this season: 3W 4D 3L from 10 away games — 1.30 PPG on the road. Away from home they average 1.40 goals scored and 1.20 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
The form figures are too closely matched to derive a directional pick: Cardiff 1.60 PPG, Bolton 1.50 PPG. Look to other data sets to build the analysis.
H2H Record
The H2H landscape is flat: 2 previous encounters have yielded 1 wins for Cardiff, 1 for Bolton and 0 draws. A neutral reading in isolation.
The last 2 meetings have been tight affairs, averaging just 1.5 goals per game. That low-scoring pattern is a meaningful historical input for the Under 2.5 market. The most recent clash, on 11 Apr 2026, ended 2–0 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.
Trading Patterns
Cardiff in-play and half-time data (50 games, 24 at home): they score before half-time in 67% of fixtures in home games; when goalless at HT, a second-half goal follows 87% of the time; BTTS occurs in 50% of their matches (home games); Over 2.5 goals lands in 58% of games (home games); Over 3.5 in 38%.
Bolton in-play and half-time data (50 games, 24 at away): they score before half-time in 58% of fixtures in away 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 58% of their matches (away games); Over 2.5 goals lands in 33% of games (away games).
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 56% | Bolton 50%).
Poisson Model
The Poisson distribution model projects Cardiff 1.58 xG and Bolton 1.24 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 0.986 / defence 1.144 | Bolton attack 0.833 / defence 1.122. League average goals — home 1.431 / away 1.305. Data: 4 Cardiff games / 4 Bolton games used (CurrentSeason).
Result probabilities: Cardiff 42% | Draw 31% | Bolton 27%. Fair-value odds: Cardiff 2.38 | Draw 3.23 | Bolton 3.70. This is a low-confidence result — no outcome exceeds 45%. The draw at 31% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 54% | BTTS probability 60% | Total xG 2.83. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.83 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS Yes at 60% reflects that both xG figures (1.58 / 1.24) 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 42% — marginal model lean. With a 31% draw probability, Draw No Bet on Cardiff offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.83 combined xG gives a 54% probability to Over 2.5 — reasonable, supported by form averaging 2.7 goals per game.
Poisson assigns a 60% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Cardiff 50% | Bolton 60% BTTS from recent games.
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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 42% | Draw 31% | Bolton 27% • Poisson goal markets: Over 2.5 54% | BTTS 60% | xG Cardiff 1.58 / Bolton 1.24 • Poisson strength factors: Cardiff attack 0.986 / def 1.144 | Bolton attack 0.833 / def 1.122 | league avg home 1.431 / away 1.305 • Poisson stance: Cardiff (42%) — low confidence — close contest
🧮 Prediction Model
1.58
Cardiff xG
Expected Goals
1.24
Bolton xG
60%
BTTS
81%
Over 1.5
54%
Over 2.5
31%
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 42% chance of winning, Bolton a 27% chance, and a 31% chance of a draw — making Cardiff the favourite.
Will both teams score in Cardiff vs Bolton?
Our model estimates a 60% 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 54%.
What is the head-to-head record between Cardiff and Bolton?
Record (2 meetings): Cardiff 1W | Draws 0 | Bolton 1W.
What form are Cardiff and Bolton in?
Cardiff (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 2.20 / GA 1.50 | L5 L-D-D-D-L. Bolton (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.60 / GA 1.30 | L5 W-W-D-L-L.
🧮 Model Insight
Model Mechanics
Cardiff's attacking strength (0.99x league average) is weighed against Bolton's defensive record (1.12x) to produce a home expected-goals figure of 1.58. The same calculation in reverse, Bolton's attack versus Cardiff's defence, projects 1.24 expected goals for the visitors.
These ratings are built from 4/4 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 13.2%. Close behind: 2-1 (9.2%), 1-0 (7.9%). 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
Cardiff Win
42%
2.38
31%
3.21
27%
3.73
Top 3 Most Likely Scorelines
1 – 1
11.7%
Draw
Most likely
1 – 0
9.4%
Home win
2 – 1
9.2%
Home win
Expected Goals & Win Odds
1.58
Cardiff xG
Total xG
2.83
1.24
Bolton xG
2.38
42%
Home win
3.21
31%
Draw
3.73
27%
Away win
Goals Markets
77%
Over 1.5
1.30
23%
Under 1.5
4.35
54%
Over 2.5
1.85
46%
Under 2.5
2.17
31%
Over 3.5
3.23
69%
Under 3.5
1.45
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
60%
BTTS Yes
1.67
40%
BTTS No
2.49
Clean Sheet
29%
3.47
21%
4.87
Win to Nil
12%
8.25
6%
18.17
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.9 | 7.4 | 4.6 | 1.9 | 0.6 | 0.1 |
| 1 | 9.4 | 11.7 | 7.3 | 3.0 | 0.9 | 0.2 |
| 2 | 7.4 | 9.2 | 5.7 | 2.4 | 0.7 | 0.2 |
| 3 | 3.9 | 4.9 | 3.0 | 1.3 | 0.4 | 0.1 |
| 4 | 1.5 | 1.9 | 1.2 | 0.5 | 0.2 | – |
| 5 | 0.5 | 0.6 | 0.4 | 0.2 | – | – |
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 13.2%.
How many goals are Cardiff and Bolton expected to score?
The model projects 1.58 expected goals for Cardiff and 1.24 for Bolton, a combined total of 2.83.
How confident is the prediction model for Cardiff vs Bolton?
Not very — the model's leading outcome sits at just 42%, 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 27W 13D 10L from 50 games, a 1.88 PPG return, with L-D-D-D-L in the last five. It's still early in the season for Cardiff, so this record blends in a handful of games from last season too.
Bolton, meanwhile, have gone 22W 18D 10L across 50 games — 1.68 PPG, with W-W-D-L-L in their last five. It's still early in the season for Bolton, so this record blends in a handful of games from last season too.
Form-wise this is close to level: Cardiff on 1.88 PPG, Bolton on 1.68. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
At home specifically, Cardiff have managed 16W 4D 4L from 24 games — 2.17 PPG in front of their own supporters.
Bolton's away record stands at 7W 10D 7L across 24 trips, a 1.29 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 1.92 goals scored and 1.14 conceded per game recently; Bolton are on 1.54 scored and 1.10 conceded.
On BTTS specifically: Bolton in 62%.
Last 50 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Early Season
Bolton
Early Season
❓ Frequently Asked Questions
What form are Cardiff and Bolton in coming into this match?
Cardiff have gone 27W 13D 10L in their last 50 games (1.88 PPG), while Bolton have gone 22W 18D 10L in their last 50 (1.68 PPG).
Which team has the better venue record — Cardiff at home or Bolton away?
Cardiff's home record (2.17 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 2.17 PPG; Bolton away: 1.29 PPG.
Have Cardiff or Bolton been keeping clean sheets recently?
Cardiff have kept a clean sheet in 34% of their recent games, Bolton in 26%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Cardiff and Bolton runs to 2 recorded meetings, the earliest dating back to October 2025. Every recorded meeting has come in League One. They last met on 11 April 2026, roughly 4 months ago.
Last 2 Meetings
1
Cardiff
0
Draws
1
Bolton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Bolton?
From 2 meetings on record, Cardiff have won 1, Bolton have won 1, and 0 have been drawn.
When did Cardiff and Bolton last play each other?
They last met on 11 April 2026, when Cardiff 2-0 Bolton.
📈 Trading Insight
Half-Time Trends
Cardiff are typically involved in an early goal — the half-time board shows at least one in 67% of their matches. They've gone in front at half-time 33% of the time.
Bolton see a goal before the break in 58% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 21% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Cardiff 50%, Bolton 58% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 58% (Cardiff) and 33% (Bolton).
On the defensive side: Cardiff keep a clean sheet in 38% of their matches.
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?
Not especially — both teams scoring has occurred in only 50% of Cardiff's recent matches and 58% of Bolton's, a rate that leans toward BTTS No.
Is Cardiff vs Bolton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 58% of Cardiff's recent games and 33% 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 67% of their recent matches, Bolton in 58% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.