Match intelligence

Bolton Wanderers — Cardiff City: Win probabilities, 12.09.2026

League: Championship (England) · Kick-off:

Mathematical model

Win probabilities

Outcome probabilities after removing the bookmaker margin

Odds updated
W1 36.6% Home win Bolton Wanderers
X 26.8% Draw
W2 36.6% Away win Cardiff City
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Market matrix

Markets

Double chance
1273.2%
Both teams to score
Yes67.8%
Totals 2.5
Over64.8%

All calculated markets

MarketSelectionProbability
Double chance1X63.4%
1273.2%
X263.4%
Both teams to scoreYes/No67.8% / 32.2%
Totals 0.5 Over/Under 94.5% / 5.5%
Totals 1.5 Over/Under 86.6% / 13.4%
Totals 2.5 Over/Under 64.8% / 35.2%
Totals 3.5 Over/Under 42.8% / 57.2%
Totals 4.5 Over/Under 24.4% / 75.6%
Totals 5.5 Over/Under 12.2% / 87.8%
Goal distribution model

Score probability heatmap

Home goals run vertically; away goals run horizontally

Bolton Wanderers × Cardiff City
HomeAway
0
1
2
3
4
5
0
0:0 5.5%
0:1 4.0%
0:2 4.9%
0:3 2.8%
0:4 1.1%
0:5 0.4%
1
1:0 4.0%
1:1 11.8%
1:2 8.3%
1:3 4.6%
1:4 1.9%
1:5 0.6%
2
2:0 4.9%
2:1 8.3%
2:2 6.9%
2:3 3.8%
2:4 1.6%
2:5 0.5%
3
3:0 2.8%
3:1 4.6%
3:2 3.8%
3:3 2.1%
3:4 0.9%
3:5 0.3%
4
4:0 1.1%
4:1 1.9%
4:2 1.6%
4:3 0.9%
4:4 0.4%
4:5 0.1%
5
5:0 0.4%
5:1 0.6%
5:2 0.5%
5:3 0.3%
5:4 0.1%
5:5 0.0%
Most likely scores
1:111.8%
1:28.3%
2:18.3%
2:26.9%
0:05.5%
AI analysis

Match preview

Model · GPT 5.6 Luna

Bolton Wanderers and Cardiff City appear evenly matched ahead of their Championship meeting. The assessment carries moderate confidence, so there is no clear basis for separating the sides significantly before kickoff. Both teams have comparable prospects in the match, which points toward a contest where small tactical or individual moments could have a meaningful influence.

The scoring outlook suggests an open game rather than a cautious encounter. Bolton Wanderers and Cardiff City are both likely to find the net, making the BTTS market the main signal from the available analysis. That expectation should be balanced against the uncertainty around the overall result: either side could gain the advantage, while a draw is also consistent with the closely matched profile. The most relevant theme is therefore attacking involvement from both teams, rather than a strong preference for one winner.

Current context

What matters before kick-off

Updated
Match fact

Return to Championship

Bolton Wanderers returned to the Championship for the 2026–27 season following promotion from League One via the play-offs in the 2025–26 campaign.

Match fact

Cardiff Back in Second Tier

Cardiff City returned to the Championship for the 2026–27 season after earning promotion from League One in the previous campaign.

AI collected this context from public sources; it does not change the mathematical probabilities.

Other matches

→ Championship

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About the method

Prediction questions

We remove the bookmaker margin from market odds, estimate each team’s expected goals and build one matrix of possible scores. Outcomes, totals, both teams to score and likely scores all come from that matrix.

Fair odds are one divided by the probability of the main signal. They are a mathematical reference without bookmaker margin, not an offer from a particular bookmaker.

The official prediction is locked before kick-off and is never rewritten after publication. After the final whistle it is checked against the result and added to the public record.

AI does not calculate or change probabilities. It explains the mathematical output in plain language, and the model used is shown next to the analysis.

18+ All materials are informational and do not guarantee any outcome. Predictions are produced by an automated model; the method is described on the Method page. Responsible gambling