Championship 2026-2027: Derby vs Birmingham Prediction - 12 Sep 2026
Result | Under-Over 2.5 | Corners | Shots | Spread
Derby
Birmingham
Why the Model Leans Derby
The factors behind the model's pick between the two sides, in win-probability points. The draw is priced separately above.
When this match produces a winner, these factors move the model from an even matchup to 51% for Derby. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
Why the Model Sees Over 2.5
The factors behind the goals prediction, in probability points toward Under or Over. Independent of the winner model.
These factors move the model from an even matchup to 54% for Over 2.5. Computed with gradient-based attribution on our neural network, not editorial opinion. How to read this →
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Set it upCurrent Standings
| Pos | Team | Pl | W | D | L | GF | GA | GD | Pts |
|---|---|---|---|---|---|---|---|---|---|
| 1 | West Brom | 6 | 4 | 1 | 1 | 9 | 6 | 3 | 13 |
| 2 | Southampton | 6 | 3 | 2 | 1 | 14 | 7 | 7 | 11 |
| 3 | West Ham | 6 | 3 | 2 | 1 | 14 | 9 | 5 | 11 |
| 4 | Swansea | 6 | 3 | 2 | 1 | 8 | 4 | 4 | 11 |
| 5 | QPR | 6 | 3 | 2 | 1 | 7 | 4 | 3 | 11 |
| 6 | Charlton | 6 | 3 | 2 | 1 | 6 | 7 | -1 | 11 |
| 7 | Middlesbrough | 5 | 3 | 1 | 1 | 8 | 5 | 3 | 10 |
| 8 | Bristol City | 5 | 3 | 1 | 1 | 9 | 7 | 2 | 10 |
| 9 | Millwall | 5 | 3 | 0 | 2 | 10 | 8 | 2 | 9 |
| 10 | Norwich | 6 | 3 | 0 | 3 | 10 | 9 | 1 | 9 |
| 11 | Sheffield United | 6 | 2 | 3 | 1 | 8 | 8 | 0 | 9 |
| 12 | Wolves | 5 | 2 | 2 | 1 | 13 | 10 | 3 | 8 |
| 13 | Watford | 6 | 2 | 2 | 2 | 6 | 7 | -1 | 8 |
| 14 | Wrexham | 6 | 1 | 4 | 1 | 7 | 5 | 2 | 7 |
| 15 | Birmingham | 6 | 1 | 4 | 1 | 8 | 8 | 0 | 7 |
| 16 | Stoke | 6 | 2 | 1 | 3 | 9 | 10 | -1 | 7 |
| 17 | Portsmouth | 5 | 2 | 0 | 3 | 7 | 8 | -1 | 6 |
| 18 | Blackburn | 6 | 1 | 2 | 3 | 7 | 9 | -2 | 5 |
| 19 | Lincoln | 5 | 1 | 2 | 2 | 4 | 6 | -2 | 5 |
| 20 | Cardiff | 6 | 0 | 4 | 2 | 7 | 10 | -3 | 4 |
| 21 | Bolton | 6 | 1 | 1 | 4 | 6 | 12 | -6 | 4 |
| 22 | Derby | 6 | 1 | 1 | 4 | 5 | 11 | -6 | 4 |
| 23 | Burnley | 6 | 0 | 3 | 3 | 7 | 13 | -6 | 3 |
| 24 | Preston | 6 | 1 | 0 | 5 | 6 | 12 | -6 | 3 |
Recent Trends
Derby
- Last Match: vs West Brom (Goals: 0 - 1)
- 2nd Last Match: vs West Ham (Goals: 0 - 3)
- 3rd Last Match: vs Portsmouth (Goals: 2 - 0)
- 4th Last Match: vs Swansea (Goals: 0 - 3)
- 5th Last Match: vs Cardiff (Goals: 2 - 2)
Birmingham
- Last Match: vs Norwich (Goals: 1 - 2)
- 2nd Last Match: vs Wolves (Goals: 2 - 2)
- 3rd Last Match: vs Southampton (Goals: 1 - 1)
- 4th Last Match: vs Wrexham (Goals: 2 - 1)
- 5th Last Match: vs Bristol City (Goals: 2 - 2)
Advanced Metrics (Last 5 games)
Derby
Birmingham
Key Prediction Insights
Match Analysis
Under/Over 2.5 Goals Prediction
Recent Goals Trends
Total goals per match in the last 5 games. Green bars = Over 2.5, Red bars = Under 2.5
Derby
Birmingham
Corners Prediction
Recent Corners Trends
Corners won (green) and conceded (orange) in the last 5 games. Expected corners shown as reference line.
Derby
Birmingham
Corners Probability Distribution
Distribution
Cumulative Probability (CDF)
Shots Prediction
Recent Shots Trends
Shots taken (blue) and faced (red) in the last 5 games. Expected shots shown as reference line.
Derby
Birmingham
Shots Probability Distribution
Distribution
Cumulative Probability (CDF)
Goal Spread Prediction
Goal Spread Probability Distribution
Positive = Derby wins by X goals. Negative = Birmingham wins by X goals.
Distribution
Cumulative Probability (CDF)
Full distributions as structured data (JSON or CSV)
Final Prediction
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