Derby vs Birmingham prediction & probabilities (2026-09-12)

Championship

Derby vs Birmingham Corners

2026-09-12 · 12:30
Corners55.2%Over 9.5 corners
Best predictionOver 9.5 corners · 55.2%Close to a coin-flip, barely a lean. Calibrated, not a tip.
55%

model probability

ConvictionLean

Expert AI analysis

Our model lands on Over 9.5 corners at 55.2%, its strongest read on the Corners market. The total-corners ladder runs from 78.9% for over 7.5 to 24.8% for over 12.5, with over 10.5 the closest line to a coin-flip at 45.3%. Head to head on corners, Derby are the model’s pick to win the corner count at 53.0%, with a level count at 10.5%. These are the model’s own calibrated numbers, not betting advice.

Corners

Over 8.568.5%

Over 9.557.0%

Over 10.545.3%

Over 11.534.3%

Total corners, every line

Line Over Under
7.5 corners 78.9% 21.1%
8.5 corners 68.5% 31.5%
9.5 corners 57.0% 43.0%
10.5 corners 45.3% 54.8%
11.5 corners 34.3% 65.7%
12.5 corners 24.8% 75.2%

Who wins the corner count

★ ModelDerby53.0%

Level10.5%

Birmingham36.5%

Team corner lines

Derby over 3.5

76.8%

Derby over 4.5

62.2%

Derby over 5.5

47.0%

Birmingham over 3.5

66.7%

Birmingham over 4.5

50.0%

Birmingham over 5.5

34.5%

Corner handicap

Derby line Derby Birmingham
-1.5 42.4% 57.7%
-0.5 53.0% 47.0%
+0.5 63.5% 36.5%
+1.5 73.1% 26.9%

This season (2026/27)

5.8Derby corners won per game
6.2Derby corners conceded per game
6.5Birmingham corners won per game
3.8Birmingham corners conceded per game

Corners track territory and shot volume more than the scoreline, below are the model total-corner probabilities. More corners are projected for Derby.

In-depth analysis

57.0%Over 9.5 corners
53.0%Most corners: Derby
62.2%Derby over 4.5 corners
50.0%Birmingham over 4.5 corners
50.0%Odd corner total

Split by side, Derby over 4.5 corners sits at 62.2% and Birmingham at 50.0%. This season Derby have averaged 5.8 corners won a game and Birmingham 6.5.

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: 55.2% on Corners, graded against real out-of-sample results, no odds attached.
The Territory ReaderDerby are the pick to win the corner count at 53.0%, the count usually goes the way of the side doing the attacking.
The Line SetterThe fairest total line is 10.5 corners: over sits at 45.3%, the closest to a coin-flip on the ladder.

FAQ

How many corners in Derby vs Birmingham?
The model rates over 9.5 total corners at 57.0% for Derby vs Birmingham.

Which team will win the corner count in Derby vs Birmingham?
The model rates Derby to win the corner count at 53.0%, with a level count at 10.5%.

How many corners do Derby and Birmingham average this season?
Derby have won 5.8 corners a game this season and Birmingham 6.5.

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.

Corners accuracy

How our Corners calls have actually performed, graded out-of-sample against real results.

54.0%Best Corners call, hit rate
0.0099Calibration error
50,161Matches graded

In 23,691 matches we rated like this one (50–60%), Corners actually happened 54.1% of the time.

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

Our last 10 Corners calls

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

✗ 54.9%✗ 58.1%✓ 53.1%✗ 53.0%✓ 51.3%✓ 52.8%✓ 54.8%✓ 55.3%✗ 54.3%✓ 58.9%
6 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Under 9.5 54.9%Miss
Panathinaikos vs Kifisia2026-09-10Under 9.5 58.1%Miss
Twente vs Telstar2026-09-09Over 9.5 53.1%Hit
Moreirense vs Benfica2026-09-09Under 9.5 53.0%Miss
Derby vs West Brom2026-09-09Over 9.5 51.3%Hit

More Championship, Corners

All Corners 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.