Bolton vs Cardiff prediction & probabilities (2026-09-12)

Championship

Bolton vs Cardiff Over / Under 2.5 Goals

2026-09-12 · 12:30
Over / Under 2.5 Goals53.8%Under 2.5 goals
Best predictionUnder 2.5 goals · 53.8%Close to a coin-flip, barely a lean. Calibrated, not a tip.
54%

model probability

ConvictionLean

Expert AI analysis

Our model lands on Under 2.5 goals at 53.8%, its strongest read on the Over / Under 2.5 Goals market. Recent output points the same way: Bolton have averaged 0.8 scored and 2.2 conceded, Cardiff 1.2 and 1.8 over their recent games. That fits a balanced goals environment: 46.2% for over 2.5 and 72.4% for at least two goals. Their last 5 meetings have averaged 3.0 goals a game. Bolton have gone over 2.5 in 3 of their last 5, Cardiff in 3 of 5. These are the model’s own calibrated numbers, not betting advice.

Over / Under 2.5 Goals

Over 2.546.2%

★ ModelUnder 2.553.8%

Total goals, every line

Line Over Under
0.5 goals 91.4% 8.6%
1.5 goals 72.4% 27.6%
2.5 goals 46.2% 53.8%
3.5 goals 24.8% 75.2%
4.5 goals 11.2% 88.8%
5.5 goals 4.4% 95.6%

Team goal lines

Bolton over 0.5

75.0%

Bolton over 1.5

40.4%

Bolton over 2.5

16.3%

Cardiff over 0.5

67.9%

Cardiff over 1.5

31.5%

Cardiff over 2.5

10.7%

First-half goals

Line Over Under
0.5 goals 79.8% 20.3%
1.5 goals 47.4% 52.6%
2.5 goals 21.6% 78.4%

Second-half goals

Line Over Under
0.5 goals 72.3% 27.7%
1.5 goals 36.7% 63.3%
2.5 goals 13.9% 86.1%

This season (2026/27)

1.0Bolton goals scored per game
2.0Bolton goals conceded per game
66.7%Bolton Over 2.5 rate
0.8Bolton 1st-half goals per game
1.2Cardiff goals scored per game
1.7Cardiff goals conceded per game
50.0%Cardiff Over 2.5 rate
0.7Cardiff 1st-half goals per game

Goals distribution

The model’s probability for the total number of goals, the shape behind every goals market. The 5+ bar groups every result with five or more goals.

8.6%

0

19.0%

1

26.2%

2

21.5%

3

13.6%

4

10.8%

5+

In-depth analysis

42.0%Favoured: Bolton
51.6%Both Teams to Score
46.2%Over 2.5 goals

On the goals side, the model sees 46.2% for three or more goals and 72.4% for at least two, painting a balanced picture. With Bolton favoured at 42.0%, a close contest often produces chances at both ends.

These are calibrated model probabilities, not tips. The track record is public, misses included.

Model lenses

Different analytical lenses our model applies to the same calibrated data, not separate tipsters, and never a tip.

The CalibratorRaw model read: 53.8% on Over / Under 2.5 Goals, graded against real out-of-sample results, no odds attached.
The TacticianReads a balanced game from the 46.2% over 2.5 read.
The ScoutBolton are the model’s pick on the result at 42.0%, context for how the goals may flow.
The RealistThis one sits near a coin-flip, the honest read is low conviction, no strong lean.

Match outlook

Bolton42.0%

Draw27.9%

Cardiff30.2%

The model leans Bolton to win. See the full prediction →

Form & head-to-head

BoltonDLLLL
CardiffDDLLD

Last 5 meetings: Bolton 2 · 0 draws · Cardiff 3 · 3.0 goals/game.

Recent trends

BoltonBTTS 2/5Over 2.5 3/5
CardiffBTTS 4/5Over 2.5 3/5

How often both teams scored and the match went over 2.5 in each side’s recent games.

FAQ

Will there be over 2.5 goals in Bolton vs Cardiff?
Our model rates Over 2.5 goals at 46.2% for Bolton vs Cardiff.

Will there be a first-half goal in Bolton vs Cardiff?
The model rates at least one goal before half-time at 79.8%.

How often have Bolton gone over 2.5 recently?
Bolton have gone over 2.5 in 3 of their last 5, Cardiff in 3 of 5.

How is this probability calculated?
We fit a goals and markets model (Dixon-Coles plus an xG strength model and an ensemble) on real match data, then calibrate the output against out-of-sample results. It is a calibrated model probability, not an odds-derived tip.

Is this a betting tip?
No – these are calibrated model probabilities, graded against real results. We publish our full track record, including the misses, and never claim to beat the closing market.

Over / Under 2.5 Goals accuracy

How our Over / Under 2.5 Goals calls have actually performed, graded out-of-sample against real results.

55.6%Best Over / Under 2.5 Goals call, hit rate
0.0201Calibration error
55,318Matches graded

In 20,656 matches we rated like this one (40–50%), Over / Under 2.5 Goals actually happened 47.0% of the time.

Predictions & track record updated 11 Sep 2026. See the full, dated track record →

Our last 10 Over / Under 2.5 Goals calls

The model’s most recent graded Over / Under 2.5 Goals predictions, out-of-sample. Green means the call hit, red means it missed. The number is the model confidence on each.

✓ 51.4%✗ 53.4%✗ 62.5%✓ 53.8%✓ 58.7%✗ 52.9%✓ 54.8%✓ 58.9%✓ 66.0%✗ 58.8%
6 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Over 51.4%Hit
Panathinaikos vs Kifisia2026-09-10Under 53.4%Miss
Twente vs Telstar2026-09-09Over 62.5%Miss
Moreirense vs Benfica2026-09-09Over 53.8%Hit
Derby vs West Brom2026-09-09Under 58.7%Hit

More Championship, Over / Under 2.5 Goals

All Over / Under 2.5 Goals predictions →

Related

Model probabilities, calibration-graded, not a tip. We publish our track record, including the misses. 18+. For information only, not betting advice. If gambling is a problem, visit BeGambleAware.